diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_020bced1422a6427/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_020bced1422a6427/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..653a6597d6cfe228bfd64bf889f697b2aac22db6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_020bced1422a6427/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=V, condition_col=PE. +Result preview: [{"V": 79.05, "condition_rate": 0.25}, {"V": 76.2, "condition_rate": 0.07692307692307693}, {"V": 74.9, "condition_rate": 0.07692307692307693}, {"V": 70.4, "condition_rate": 0.0625}, {"V": 67.25, "condition_rate": 0.05}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_020bced1422a6427/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_020bced1422a6427/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..dae34cac10e51a7bab0c30ca59c3cd35d87450f5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_020bced1422a6427/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: n20 +-- 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_n20_020bced1422a6427 +-- problem_id: v2p_n20_13a24488157fca0e +-- realization_mode: agent +-- source_kind: agent +SELECT CAST("V" AS REAL) AS "V", + AVG(CASE WHEN CAST("PE" AS REAL) = 434.01 THEN 1 ELSE 0 END) AS "condition_rate" +FROM "n20" +GROUP BY CAST("V" AS REAL) +ORDER BY "condition_rate" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_020bced1422a6427/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_020bced1422a6427/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..912b7e3a4fee41a2feb89a9b4f65a4b179e07e50 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_020bced1422a6427/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 CAST(\"V\" AS REAL) AS \"V\",\n AVG(CASE WHEN CAST(\"PE\" AS REAL) = 434.01 THEN 1 ELSE 0 END) AS \"condition_rate\"\nFROM \"n20\"\nGROUP BY CAST(\"V\" AS REAL)\nORDER BY \"condition_rate\" DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT CAST(\\\"V\\\" AS REAL) AS \\\"V\\\",\\n AVG(CASE WHEN CAST(\\\"PE\\\" AS REAL) = 434.01 THEN 1 ELSE 0 END) AS \\\"condition_rate\\\"\\nFROM \\\"n20\\\"\\nGROUP BY CAST(\\\"V\\\" AS REAL)\\nORDER BY \\\"condition_rate\\\" DESC;\", \"columns\": [\"V\", \"condition_rate\"], \"rows\": [{\"V\": 79.05, \"condition_rate\": 0.25}, {\"V\": 76.2, \"condition_rate\": 0.07692307692307693}, {\"V\": 74.9, \"condition_rate\": 0.07692307692307693}, {\"V\": 70.4, \"condition_rate\": 0.0625}, {\"V\": 67.25, \"condition_rate\": 0.05}, {\"V\": 67.45, \"condition_rate\": 0.047619047619047616}, {\"V\": 71.58, \"condition_rate\": 0.045454545454545456}, {\"V\": 71.32, \"condition_rate\": 0.03571428571428571}, {\"V\": 81.56, \"condition_rate\": 0.0}, {\"V\": 80.25, \"condition_rate\": 0.0}, {\"V\": 80.18, \"condition_rate\": 0.0}, {\"V\": 79.74, \"condition_rate\": 0.0}, {\"V\": 78.92, \"condition_rate\": 0.0}, {\"V\": 78.87, \"condition_rate\": 0.0}, {\"V\": 78.11, \"condition_rate\": 0.0}, {\"V\": 78.05, \"condition_rate\": 0.0}, {\"V\": 77.95, \"condition_rate\": 0.0}, {\"V\": 77.54, \"condition_rate\": 0.0}, {\"V\": 77.3, \"condition_rate\": 0.0}, {\"V\": 77.24, \"condition_rate\": 0.0}, {\"V\": 77.17, \"condition_rate\": 0.0}, {\"V\": 76.86, \"condition_rate\": 0.0}, {\"V\": 76.16, \"condition_rate\": 0.0}, {\"V\": 76.09, \"condition_rate\": 0.0}, {\"V\": 75.6, \"condition_rate\": 0.0}, {\"V\": 75.33, \"condition_rate\": 0.0}, {\"V\": 75.23, \"condition_rate\": 0.0}, {\"V\": 75.08, \"condition_rate\": 0.0}, {\"V\": 74.99, \"condition_rate\": 0.0}, {\"V\": 74.93, \"condition_rate\": 0.0}, {\"V\": 74.87, \"condition_rate\": 0.0}, {\"V\": 74.78, \"condition_rate\": 0.0}, {\"V\": 74.67, \"condition_rate\": 0.0}, {\"V\": 74.34, \"condition_rate\": 0.0}, {\"V\": 74.33, \"condition_rate\": 0.0}, {\"V\": 74.22, \"condition_rate\": 0.0}, {\"V\": 74.16, \"condition_rate\": 0.0}, {\"V\": 73.91, \"condition_rate\": 0.0}, {\"V\": 73.9, \"condition_rate\": 0.0}, {\"V\": 73.88, \"condition_rate\": 0.0}, {\"V\": 73.77, \"condition_rate\": 0.0}, {\"V\": 73.68, \"condition_rate\": 0.0}, {\"V\": 73.67, \"condition_rate\": 0.0}, {\"V\": 73.56, \"condition_rate\": 0.0}, {\"V\": 73.5, \"condition_rate\": 0.0}, {\"V\": 73.46, \"condition_rate\": 0.0}, {\"V\": 73.42, \"condition_rate\": 0.0}, {\"V\": 73.4, \"condition_rate\": 0.0}, {\"V\": 73.21, \"condition_rate\": 0.0}, {\"V\": 73.18, \"condition_rate\": 0.0}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 7.89}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_020bced1422a6427/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_020bced1422a6427/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..c6098a850416a73e2eab5c3441b5422a6444a6d1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_020bced1422a6427/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "n20", + "started_at": "2026-05-19T15:59:23.550484+00:00", + "ended_at": "2026-05-19T15:59:36.908633+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n20_020bced1422a6427", + "problem_id": "v2p_n20_13a24488157fca0e", + "dataset_id": "n20", + "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=V, condition_col=PE.", + "bindings": { + "group_col": "V", + "condition_col": "PE", + "condition_value": "434.01", + "positive_value": "468.8", + "negative_value": "434.01", + "top_k": 16, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 25.72, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=rule", + "problem_index_within_template=1", + "sql_variant_index=2/2", + "binding_index=96" + ], + "template_selection_mode": "rule", + "selected_template_rank": 9, + "problem_index_within_template": 1, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/sql/v2q_n20_020bced1422a6427.sql", + "usage_summary": { + "dataset_id": "n20", + "model": "v2-cli:codex", + "run_id": "v2q_n20_020bced1422a6427", + "api_calls": 0, + "input_tokens": 13585, + "cached_input_tokens": 12672, + "output_tokens": 611, + "total_tokens": 14196, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13346.27, + "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_a/n20/artifacts/v2q_n20_020bced1422a6427/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_020bced1422a6427/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_020bced1422a6427/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..684f54dcc20912f375bfa331d626321c4afd4c8c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_020bced1422a6427/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:59:36.899272+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": 13346.27, "started_at": "2026-05-19T15:59:23.552147+00:00", "ended_at": "2026-05-19T15:59:36.898450+00:00", "prompt_metrics": {"chars": 4803, "bytes_utf8": 4803, "lines": 159, "estimated_tokens": null}, "response_metrics": {"chars": 483, "bytes_utf8": 483, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13585, "cached_input_tokens": 12672, "output_tokens": 611, "reasoning_output_tokens": 479}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT CAST(\\\"V\\\" AS REAL) AS \\\"V\\\",\\n AVG(CASE WHEN CAST(\\\"PE\\\" AS REAL) = 434.01 THEN 1 ELSE 0 END) AS \\\"condition_rate\\\"\\nFROM \\\"n20\\\"\\nGROUP BY CAST(\\\"V\\\" AS REAL)\\nORDER BY \\\"condition_rate\\\" DESC;\",\"notes\":\"Applied the Grouped Condition Rate template with group_col=\\\"V\\\" and condition_col=\\\"PE\\\". Casts both TEXT-backed numeric columns to REAL so grouping and equality comparison follow numeric semantics in SQLite.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_020bced1422a6427/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_020bced1422a6427/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..ae763f30a867c4d274aa3f849084725435d77b0f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_020bced1422a6427/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n20", + "model": "v2-cli:codex", + "run_id": "v2q_n20_020bced1422a6427", + "api_calls": 0, + "input_tokens": 13585, + "cached_input_tokens": 12672, + "output_tokens": 611, + "total_tokens": 14196, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13346.27, + "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_a/n20/artifacts/v2q_n20_020bced1422a6427/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_02ffa6f2c1c401bf/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_02ffa6f2c1c401bf/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..0976abd668b041df09a76659d0a7a4572f2c030a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_02ffa6f2c1c401bf/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:05:19.353771+00:00", + "ended_at": "2026-05-19T16:05:22.483343+00:00", + "elapsed_ms": 3129.55, + "returncode": 1, + "prompt_metrics": { + "chars": 4545, + "bytes_utf8": 4545, + "lines": 154, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_02ffa6f2c1c401bf/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_02ffa6f2c1c401bf/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..57046da475b8c6e509b591d7d3080701ad11a90c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_02ffa6f2c1c401bf/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:05:23.485423+00:00", + "ended_at": "2026-05-19T16:05:26.774167+00:00", + "elapsed_ms": 3288.7, + "returncode": 1, + "prompt_metrics": { + "chars": 4545, + "bytes_utf8": 4545, + "lines": 154, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_02ffa6f2c1c401bf/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_02ffa6f2c1c401bf/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2032671039390f1fbfce081a28a58b950f96727c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_02ffa6f2c1c401bf/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,154 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n20 +- dataset_name: Combined Cycle Power Plant +- table_name: n20 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 4 feature columns and target `PE`. +- task_type: regression +- target_column: PE +- main_row_count: 9568 +- important_fields: +- AT: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for AT. +- V: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'subgroup_candidate'] desc=Numeric field for V. +- AP: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for AP. +- RH: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for RH. +- PE: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for PE. +- useful_field_combinations: [['V', 'AT', 'PE'], ['AT', 'V', 'PE']] +- fields_requiring_caution: ['PE', 'AT', 'V', 'AP'] +- source_url: https://archive.ics.uci.edu/dataset/294/combined+cycle+power+plant + +SQLite schema snapshot: +{ + "table_name": "n20", + "quoted_table_name": "\"n20\"", + "row_count": 9568, + "columns": [ + { + "name": "AT", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "AP", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PE", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "AT": "14.96", + "V": "41.76", + "AP": "1024.07", + "RH": "73.17", + "PE": "463.26" + }, + { + "AT": "25.18", + "V": "62.96", + "AP": "1020.04", + "RH": "59.08", + "PE": "444.37" + }, + { + "AT": "5.1100000000000003", + "V": "39.4", + "AP": "1012.16", + "RH": "92.14", + "PE": "488.56" + }, + { + "AT": "20.86", + "V": "57.32", + "AP": "1010.24", + "RH": "76.64", + "PE": "446.48" + }, + { + "AT": "10.82", + "V": "37.5", + "AP": "1009.23", + "RH": "96.62", + "PE": "473.9" + } + ] +} + +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": "n20", + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=V.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "V", + "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": 1017.26, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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_a/n20/artifacts/v2q_n20_02ffa6f2c1c401bf/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_02ffa6f2c1c401bf/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..2032671039390f1fbfce081a28a58b950f96727c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_02ffa6f2c1c401bf/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,154 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n20 +- dataset_name: Combined Cycle Power Plant +- table_name: n20 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 4 feature columns and target `PE`. +- task_type: regression +- target_column: PE +- main_row_count: 9568 +- important_fields: +- AT: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for AT. +- V: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'subgroup_candidate'] desc=Numeric field for V. +- AP: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for AP. +- RH: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for RH. +- PE: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for PE. +- useful_field_combinations: [['V', 'AT', 'PE'], ['AT', 'V', 'PE']] +- fields_requiring_caution: ['PE', 'AT', 'V', 'AP'] +- source_url: https://archive.ics.uci.edu/dataset/294/combined+cycle+power+plant + +SQLite schema snapshot: +{ + "table_name": "n20", + "quoted_table_name": "\"n20\"", + "row_count": 9568, + "columns": [ + { + "name": "AT", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "AP", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PE", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "AT": "14.96", + "V": "41.76", + "AP": "1024.07", + "RH": "73.17", + "PE": "463.26" + }, + { + "AT": "25.18", + "V": "62.96", + "AP": "1020.04", + "RH": "59.08", + "PE": "444.37" + }, + { + "AT": "5.1100000000000003", + "V": "39.4", + "AP": "1012.16", + "RH": "92.14", + "PE": "488.56" + }, + { + "AT": "20.86", + "V": "57.32", + "AP": "1010.24", + "RH": "76.64", + "PE": "446.48" + }, + { + "AT": "10.82", + "V": "37.5", + "AP": "1009.23", + "RH": "96.62", + "PE": "473.9" + } + ] +} + +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": "n20", + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=V.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "V", + "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": 1017.26, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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_a/n20/artifacts/v2q_n20_02ffa6f2c1c401bf/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_02ffa6f2c1c401bf/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d85166bfd45c94c4303eb519171e900961ecb16f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_02ffa6f2c1c401bf/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fc-0879-7ca3-9879-6acefc35fbbb"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_02ffa6f2c1c401bf/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_02ffa6f2c1c401bf/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..885d5789283af06eaf448bbe50434a686340329d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_02ffa6f2c1c401bf/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fc-0879-7ca3-9879-6acefc35fbbb"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_02ffa6f2c1c401bf/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_02ffa6f2c1c401bf/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..3b812edabe3f55058db2daabf5617f3f6a2f7ad4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_02ffa6f2c1c401bf/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fc-18a1-7890-8ed0-a52fa6daf9b1"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_02ffa6f2c1c401bf/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_02ffa6f2c1c401bf/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..c0d17849746533bde21a26c211f3390ff73d1da8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_02ffa6f2c1c401bf/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fc-18a1-7890-8ed0-a52fa6daf9b1"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_02ffa6f2c1c401bf/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_02ffa6f2c1c401bf/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_02ffa6f2c1c401bf/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_02ffa6f2c1c401bf/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_037962f126a9bd60/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_037962f126a9bd60/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..22bc87dce7e2989fccf4db40c17d180c50f91c6f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_037962f126a9bd60/run_manifest.json @@ -0,0 +1,72 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "n20", + "started_at": "2026-05-19T15:59:44.010351+00:00", + "ended_at": "2026-05-19T15:59:51.602388+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n20_037962f126a9bd60", + "problem_id": "v2p_n20_9aa821118409304f", + "dataset_id": "n20", + "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=V, condition_col=PE.", + "bindings": { + "group_col": "V", + "condition_col": "PE", + "condition_value": "434.01", + "positive_value": "468.8", + "negative_value": "434.01", + "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": 66.54, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=rule", + "problem_index_within_template=2", + "sql_variant_index=2/2", + "binding_index=97" + ], + "template_selection_mode": "rule", + "selected_template_rank": 9, + "problem_index_within_template": 2, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_037962f126a9bd60/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_037962f126a9bd60/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..87e845d728a9e1f6e098d56e3928d302dd1a382d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_037962f126a9bd60/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T15:59:47.203297+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3190.33, "started_at": "2026-05-19T15:59:44.011389+00:00", "ended_at": "2026-05-19T15:59:47.201757+00:00", "prompt_metrics": {"chars": 4799, "bytes_utf8": 4799, "lines": 159, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40f6-ea93-79c0-8447-033ca028af64\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. 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Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T15:59:51.602290+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": 3396.41, "started_at": "2026-05-19T15:59:48.205007+00:00", "ended_at": "2026-05-19T15:59:51.601466+00:00", "prompt_metrics": {"chars": 4799, "bytes_utf8": 4799, "lines": 159, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40f6-fb11-7bb2-aeb8-1fb8a26e84e1\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. 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Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_037b53fea1457fc9/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_037b53fea1457fc9/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f9dbf20c05a83b7a8074fb878eaf7494c4426696 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_037b53fea1457fc9/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 4546, "bytes_utf8": 4546, "lines": 156, "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": 13519, "cached_input_tokens": 12032, "output_tokens": 365, "reasoning_output_tokens": 255}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_037b53fea1457fc9/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_037b53fea1457fc9/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..e21369151b31bed5ceef5c6ffbe189eaaa7c26b8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_037b53fea1457fc9/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": "n20", + "model": "v2-cli:codex", + "run_id": "v2q_n20_037b53fea1457fc9", + "api_calls": 0, + "input_tokens": 13519, + "cached_input_tokens": 12032, + "output_tokens": 365, + "total_tokens": 13884, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15184.05, + "sql_execution_elapsed_ms_total": 7.58, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_037b53fea1457fc9/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_037b53fea1457fc9/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_037b53fea1457fc9/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..9929fff09add157c25d82dbe5de4b2115208cd80 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_037b53fea1457fc9/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": "2026-05-19T15:31:19.075068+00:00", + "ended_at": "2026-05-19T15:31:34.259154+00:00", + "elapsed_ms": 15184.05, + "prompt_metrics": { + "chars": 4546, + "bytes_utf8": 4546, + "lines": 156, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1079, + "bytes_utf8": 1079, + "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": 380, + "bytes_utf8": 380, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13519, + "cached_input_tokens": 12032, + "output_tokens": 365, + "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_a/n20/artifacts/v2q_n20_037b53fea1457fc9/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_037b53fea1457fc9/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..cd5c1f34233375b1c1c24604288fb730fe486d87 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_037b53fea1457fc9/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,156 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n20 +- dataset_name: Combined Cycle Power Plant +- table_name: n20 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 4 feature columns and target `PE`. +- task_type: regression +- target_column: PE +- main_row_count: 9568 +- important_fields: +- AT: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for AT. +- V: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'subgroup_candidate'] desc=Numeric field for V. +- AP: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for AP. +- RH: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for RH. +- PE: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for PE. +- useful_field_combinations: [['V', 'AT', 'PE'], ['AT', 'V', 'PE']] +- fields_requiring_caution: ['PE', 'AT', 'V', 'AP'] +- source_url: https://archive.ics.uci.edu/dataset/294/combined+cycle+power+plant + +SQLite schema snapshot: +{ + "table_name": "n20", + "quoted_table_name": "\"n20\"", + "row_count": 9568, + "columns": [ + { + "name": "AT", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "AP", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PE", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "AT": "14.96", + "V": "41.76", + "AP": "1024.07", + "RH": "73.17", + "PE": "463.26" + }, + { + "AT": "25.18", + "V": "62.96", + "AP": "1020.04", + "RH": "59.08", + "PE": "444.37" + }, + { + "AT": "5.1100000000000003", + "V": "39.4", + "AP": "1012.16", + "RH": "92.14", + "PE": "488.56" + }, + { + "AT": "20.86", + "V": "57.32", + "AP": "1010.24", + "RH": "76.64", + "PE": "446.48" + }, + { + "AT": "10.82", + "V": "37.5", + "AP": "1009.23", + "RH": "96.62", + "PE": "473.9" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_h2o_group_sum", + "template_name": "Grouped Numeric Sum", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n20", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=V, measure_col=RH.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "V", + "measure_col": "RH", + "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": 81.4522, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_037b53fea1457fc9/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_037b53fea1457fc9/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a663cb1f018665052f7ee4b89376efa21d675487 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_037b53fea1457fc9/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,5 @@ +{"type":"thread.started","thread_id":"019e40dc-e69b-7901-9695-127a71717c50"} +{"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 14154. Please try again in 424ms. 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_h2o_group_sum\\nSELECT CAST(\\\"V\\\" AS REAL) AS \\\"V\\\", SUM(CAST(\\\"RH\\\" AS REAL)) AS \\\"total_measure\\\"\\nFROM \\\"n20\\\"\\nGROUP BY CAST(\\\"V\\\" AS REAL)\\nORDER BY \\\"total_measure\\\" DESC;\",\"notes\":\"Applied the Grouped Numeric Sum template with group_col=\\\"V\\\" and measure_col=\\\"RH\\\". Casted both columns to REAL because the schema stores numeric values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13519,"cached_input_tokens":12032,"output_tokens":365,"reasoning_output_tokens":255}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_037b53fea1457fc9/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_037b53fea1457fc9/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..bb7ff66f424a92cb5b0bee3ca498525da3471591 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_037b53fea1457fc9/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_h2o_group_sum\nSELECT CAST(\"V\" AS REAL) AS \"V\", SUM(CAST(\"RH\" AS REAL)) AS \"total_measure\"\nFROM \"n20\"\nGROUP BY CAST(\"V\" AS REAL)\nORDER BY \"total_measure\" DESC;","notes":"Applied the Grouped Numeric Sum template with group_col=\"V\" and measure_col=\"RH\". Casted both columns to REAL because the schema stores numeric values as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_037b53fea1457fc9/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_037b53fea1457fc9/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_04627e887d026a61/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_04627e887d026a61/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..b4c97a2e26f6ab7bc7fab0e20cc9b1b758a4e9e2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_04627e887d026a61/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=V, measure_col=V. +Result preview: [{"V": 81.56, "percentile_measure": 81.56}, {"V": 80.25, "percentile_measure": 80.25}, {"V": 80.18, "percentile_measure": 80.18}, {"V": 79.74, "percentile_measure": 79.74}, {"V": 79.05, "percentile_measure": 79.05}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_04627e887d026a61/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_04627e887d026a61/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..8f2abb25f3dc03be286cab19516e5523616b367b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_04627e887d026a61/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: n20 +-- 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_grouped_percentile_point +-- query_record_id: v2q_n20_04627e887d026a61 +-- problem_id: v2p_n20_7c81e3148eb5afec +-- realization_mode: agent +-- source_kind: agent +SELECT + CAST("V" AS REAL) AS "V", + CAST("V" AS REAL) AS "percentile_measure" +FROM "n20" +WHERE "V" IS NOT NULL +GROUP BY "V" +ORDER BY "percentile_measure" DESC +LIMIT 14; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_04627e887d026a61/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_04627e887d026a61/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..36da52d1e01936358f9f4c9a53dfce308ab15b68 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_04627e887d026a61/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_grouped_percentile_point\nSELECT\n CAST(\"V\" AS REAL) AS \"V\",\n CAST(\"V\" AS REAL) AS \"percentile_measure\"\nFROM \"n20\"\nWHERE \"V\" IS NOT NULL\nGROUP BY \"V\"\nORDER BY \"percentile_measure\" DESC\nLIMIT 14;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nSELECT\\n CAST(\\\"V\\\" AS REAL) AS \\\"V\\\",\\n CAST(\\\"V\\\" AS REAL) AS \\\"percentile_measure\\\"\\nFROM \\\"n20\\\"\\nWHERE \\\"V\\\" IS NOT NULL\\nGROUP BY \\\"V\\\"\\nORDER BY \\\"percentile_measure\\\" DESC\\nLIMIT 14;\", \"columns\": [\"V\", \"percentile_measure\"], \"rows\": [{\"V\": 81.56, \"percentile_measure\": 81.56}, {\"V\": 80.25, \"percentile_measure\": 80.25}, {\"V\": 80.18, \"percentile_measure\": 80.18}, {\"V\": 79.74, \"percentile_measure\": 79.74}, {\"V\": 79.05, \"percentile_measure\": 79.05}, {\"V\": 78.92, \"percentile_measure\": 78.92}, {\"V\": 78.87, \"percentile_measure\": 78.87}, {\"V\": 78.11, \"percentile_measure\": 78.11}, {\"V\": 78.05, \"percentile_measure\": 78.05}, {\"V\": 77.95, \"percentile_measure\": 77.95}, {\"V\": 77.54, \"percentile_measure\": 77.54}, {\"V\": 77.3, \"percentile_measure\": 77.3}, {\"V\": 77.24, \"percentile_measure\": 77.24}, {\"V\": 77.17, \"percentile_measure\": 77.17}], \"row_count_returned\": 14, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 10.62}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_04627e887d026a61/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_04627e887d026a61/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..cf1f117d64296d286b8314dc0b1ed578f96327f1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_04627e887d026a61/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "n20", + "started_at": "2026-05-19T15:55:22.254240+00:00", + "ended_at": "2026-05-19T15:55:42.781807+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n20_04627e887d026a61", + "problem_id": "v2p_n20_7c81e3148eb5afec", + "dataset_id": "n20", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=V, measure_col=V.", + "bindings": { + "group_col": "V", + "measure_col": "V", + "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": 66.54, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=rule", + "problem_index_within_template=6", + "sql_variant_index=1/2", + "binding_index=89" + ], + "template_selection_mode": "rule", + "selected_template_rank": 8, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/sql/v2q_n20_04627e887d026a61.sql", + "usage_summary": { + "dataset_id": "n20", + "model": "v2-cli:codex", + "run_id": "v2q_n20_04627e887d026a61", + "api_calls": 0, + "input_tokens": 13556, + "cached_input_tokens": 12672, + "output_tokens": 674, + "total_tokens": 14230, + "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": 19509.91, + "sql_execution_elapsed_ms_total": 10.62, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_04627e887d026a61/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_04627e887d026a61/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_04627e887d026a61/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..25ba690d22067d639357e9b1f7c752735d487608 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_04627e887d026a61/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T15:55:25.294840+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": 3038.88, "started_at": "2026-05-19T15:55:22.255322+00:00", "ended_at": "2026-05-19T15:55:25.294225+00:00", "prompt_metrics": {"chars": 4717, "bytes_utf8": 4717, "lines": 156, "estimated_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-ec3d-7383-9948-1ddf16d9cbb1\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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": "2026-05-19T15:55:42.768228+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": 16471.03, "started_at": "2026-05-19T15:55:26.295590+00:00", "ended_at": "2026-05-19T15:55:42.766658+00:00", "prompt_metrics": {"chars": 4717, "bytes_utf8": 4717, "lines": 156, "estimated_tokens": null}, "response_metrics": {"chars": 604, "bytes_utf8": 604, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13556, "cached_input_tokens": 12672, "output_tokens": 674, "reasoning_output_tokens": 516}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nSELECT\\n CAST(\\\"V\\\" AS REAL) AS \\\"V\\\",\\n CAST(\\\"V\\\" AS REAL) AS \\\"percentile_measure\\\"\\nFROM \\\"n20\\\"\\nWHERE \\\"V\\\" IS NOT NULL\\nGROUP BY \\\"V\\\"\\nORDER BY \\\"percentile_measure\\\" DESC\\nLIMIT 14;\",\"notes\":\"SQLite does not support PERCENTILE_CONT. Because the grouped column and measure column are both \\\"V\\\", every group contains a single distinct measure value, so the 0.9 percentile within each group is exactly CAST(\\\"V\\\" AS REAL). The query preserves the template intent by grouping on \\\"V\\\" and ranking groups by that percentile-equivalent value.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_04627e887d026a61/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_04627e887d026a61/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..e5f99530bf0b285ce1c691d10c8ce69c7c195984 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_04627e887d026a61/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n20", + "model": "v2-cli:codex", + "run_id": "v2q_n20_04627e887d026a61", + "api_calls": 0, + "input_tokens": 13556, + "cached_input_tokens": 12672, + "output_tokens": 674, + "total_tokens": 14230, + "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": 19509.91, + "sql_execution_elapsed_ms_total": 10.62, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_04627e887d026a61/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_05cdba58ce3ee784/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_05cdba58ce3ee784/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..565fe9a4f2b2f002cc08df6e7de30548c4438246 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_05cdba58ce3ee784/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "n20", + "started_at": "2026-05-19T15:55:06.941954+00:00", + "ended_at": "2026-05-19T15:55:15.225649+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n20_05cdba58ce3ee784", + "problem_id": "v2p_n20_1139d7899896cd1f", + "dataset_id": "n20", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=V, measure_col=AT.", + "bindings": { + "group_col": "V", + "measure_col": "AT", + "top_k": 13, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 25.72, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=rule", + "problem_index_within_template=5", + "sql_variant_index=1/2", + "binding_index=88" + ], + "template_selection_mode": "rule", + "selected_template_rank": 8, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_05cdba58ce3ee784/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_05cdba58ce3ee784/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5728bc0f18af1827122db9df004e8ca52ecf5d8e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_05cdba58ce3ee784/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T15:55:10.009272+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3065.3, "started_at": "2026-05-19T15:55:06.943241+00:00", "ended_at": "2026-05-19T15:55:10.008564+00:00", "prompt_metrics": {"chars": 4721, "bytes_utf8": 4721, "lines": 156, "estimated_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-b051-7072-9b43-70607153242d\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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": "2026-05-19T15:55:15.225553+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": 4214.24, "started_at": "2026-05-19T15:55:11.010528+00:00", "ended_at": "2026-05-19T15:55:15.224811+00:00", "prompt_metrics": {"chars": 4721, "bytes_utf8": 4721, "lines": 156, "estimated_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-c051-74e3-96e8-b7e5119ba39e\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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_a/n20/artifacts/v2q_n20_077857212da6d6b7/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_077857212da6d6b7/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..05f475c6e71018cc9cfc9ed91ca2f5ee7ddb9100 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_077857212da6d6b7/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 4721, "bytes_utf8": 4721, "lines": 156, "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": 1880, "bytes_utf8": 1880, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13556, "cached_input_tokens": 12032, "output_tokens": 3740, "reasoning_output_tokens": 3075}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_077857212da6d6b7/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_077857212da6d6b7/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..2f07b51f6e9d5aadce1ac5176dc3670e9a8f16e1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_077857212da6d6b7/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": "n20", + "model": "v2-cli:codex", + "run_id": "v2q_n20_077857212da6d6b7", + "api_calls": 0, + "input_tokens": 13556, + "cached_input_tokens": 12032, + "output_tokens": 3740, + "total_tokens": 17296, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 63777.74, + "sql_execution_elapsed_ms_total": 35.6, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_077857212da6d6b7/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_077857212da6d6b7/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_077857212da6d6b7/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..531667507fcd580e3c0ac3546a7394efa4381fb3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_077857212da6d6b7/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": "2026-05-19T15:57:42.906905+00:00", + "ended_at": "2026-05-19T15:58:46.684673+00:00", + "elapsed_ms": 63777.74, + "prompt_metrics": { + "chars": 4721, + "bytes_utf8": 4721, + "lines": 156, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 2524, + "bytes_utf8": 2524, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 1880, + "bytes_utf8": 1880, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13556, + "cached_input_tokens": 12032, + "output_tokens": 3740, + "reasoning_output_tokens": 3075 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_077857212da6d6b7/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_077857212da6d6b7/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..96b516daec28f871ad78a03853babb69b01d7ff8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_077857212da6d6b7/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,156 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n20 +- dataset_name: Combined Cycle Power Plant +- table_name: n20 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 4 feature columns and target `PE`. +- task_type: regression +- target_column: PE +- main_row_count: 9568 +- important_fields: +- AT: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for AT. +- V: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'subgroup_candidate'] desc=Numeric field for V. +- AP: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for AP. +- RH: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for RH. +- PE: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for PE. +- useful_field_combinations: [['V', 'AT', 'PE'], ['AT', 'V', 'PE']] +- fields_requiring_caution: ['PE', 'AT', 'V', 'AP'] +- source_url: https://archive.ics.uci.edu/dataset/294/combined+cycle+power+plant + +SQLite schema snapshot: +{ + "table_name": "n20", + "quoted_table_name": "\"n20\"", + "row_count": 9568, + "columns": [ + { + "name": "AT", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "AP", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PE", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "AT": "14.96", + "V": "41.76", + "AP": "1024.07", + "RH": "73.17", + "PE": "463.26" + }, + { + "AT": "25.18", + "V": "62.96", + "AP": "1020.04", + "RH": "59.08", + "PE": "444.37" + }, + { + "AT": "5.1100000000000003", + "V": "39.4", + "AP": "1012.16", + "RH": "92.14", + "PE": "488.56" + }, + { + "AT": "20.86", + "V": "57.32", + "AP": "1010.24", + "RH": "76.64", + "PE": "446.48" + }, + { + "AT": "10.82", + "V": "37.5", + "AP": "1009.23", + "RH": "96.62", + "PE": "473.9" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n20", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=V, measure_col=AT.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "V", + "measure_col": "AT", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 25.72, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_077857212da6d6b7/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_077857212da6d6b7/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c209a0a5edc59ada2491cd0c990be9fa83771fb8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_077857212da6d6b7/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f5-117b-7cc3-9c78-43153e732fd9"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"base\\\" AS (\\n SELECT\\n CAST(\\\"V\\\" AS REAL) AS \\\"V_num\\\",\\n CAST(\\\"AT\\\" AS REAL) AS \\\"AT_num\\\"\\n FROM \\\"n20\\\"\\n WHERE \\\"V\\\" IS NOT NULL\\n AND \\\"AT\\\" IS NOT NULL\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"V_num\\\",\\n \\\"AT_num\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"V_num\\\" ORDER BY \\\"AT_num\\\") AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"V_num\\\") AS \\\"cnt\\\"\\n FROM \\\"base\\\"\\n),\\n\\\"params\\\" AS (\\n SELECT DISTINCT\\n \\\"V_num\\\",\\n \\\"cnt\\\",\\n ((0.95 * (\\\"cnt\\\" - 1)) + 1.0) AS \\\"h\\\",\\n CAST(((0.95 * (\\\"cnt\\\" - 1)) + 1.0) AS INTEGER) AS \\\"lower_rn\\\",\\n CAST(((0.95 * (\\\"cnt\\\" - 1)) + 1.0) AS INTEGER) + CASE\\n WHEN ((0.95 * (\\\"cnt\\\" - 1)) + 1.0) > CAST(((0.95 * (\\\"cnt\\\" - 1)) + 1.0) AS INTEGER) THEN 1\\n ELSE 0\\n END AS \\\"upper_rn\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"cnt\\\" >= 5\\n),\\n\\\"bounds\\\" AS (\\n SELECT\\n p.\\\"V_num\\\",\\n p.\\\"cnt\\\",\\n p.\\\"h\\\",\\n MAX(CASE WHEN r.\\\"rn\\\" = p.\\\"lower_rn\\\" THEN r.\\\"AT_num\\\" END) AS \\\"lower_val\\\",\\n MAX(CASE WHEN r.\\\"rn\\\" = p.\\\"upper_rn\\\" THEN r.\\\"AT_num\\\" END) AS \\\"upper_val\\\"\\n FROM \\\"params\\\" AS p\\n JOIN \\\"ranked\\\" AS r\\n ON r.\\\"V_num\\\" = p.\\\"V_num\\\"\\n GROUP BY p.\\\"V_num\\\", p.\\\"cnt\\\", p.\\\"h\\\"\\n)\\nSELECT\\n \\\"V_num\\\" AS \\\"V\\\",\\n CASE\\n WHEN \\\"lower_val\\\" IS NULL THEN NULL\\n WHEN \\\"upper_val\\\" IS NULL THEN \\\"lower_val\\\"\\n WHEN \\\"h\\\" = CAST(\\\"h\\\" AS INTEGER) THEN \\\"lower_val\\\"\\n ELSE \\\"lower_val\\\" + ((\\\"h\\\" - CAST(\\\"h\\\" AS INTEGER)) * (\\\"upper_val\\\" - \\\"lower_val\\\"))\\n END AS \\\"percentile_measure\\\"\\nFROM \\\"bounds\\\"\\nORDER BY \\\"percentile_measure\\\" DESC, \\\"V\\\" DESC\\nLIMIT 12;\",\"notes\":\"Emulates PERCENTILE_CONT(0.95) in SQLite with window ranks and linear interpolation, casts text-stored numeric fields to REAL, enforces a minimum group size of 5, and returns the top 12 V groups by 95th-percentile AT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13556,"cached_input_tokens":12032,"output_tokens":3740,"reasoning_output_tokens":3075}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_077857212da6d6b7/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_077857212da6d6b7/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..932b6b0486e2a9a2d5e05ca34bd2dcb29e70f4f0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_077857212da6d6b7/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"base\" AS (\n SELECT\n CAST(\"V\" AS REAL) AS \"V_num\",\n CAST(\"AT\" AS REAL) AS \"AT_num\"\n FROM \"n20\"\n WHERE \"V\" IS NOT NULL\n AND \"AT\" IS NOT NULL\n),\n\"ranked\" AS (\n SELECT\n \"V_num\",\n \"AT_num\",\n ROW_NUMBER() OVER (PARTITION BY \"V_num\" ORDER BY \"AT_num\") AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"V_num\") AS \"cnt\"\n FROM \"base\"\n),\n\"params\" AS (\n SELECT DISTINCT\n \"V_num\",\n \"cnt\",\n ((0.95 * (\"cnt\" - 1)) + 1.0) AS \"h\",\n CAST(((0.95 * (\"cnt\" - 1)) + 1.0) AS INTEGER) AS \"lower_rn\",\n CAST(((0.95 * (\"cnt\" - 1)) + 1.0) AS INTEGER) + CASE\n WHEN ((0.95 * (\"cnt\" - 1)) + 1.0) > CAST(((0.95 * (\"cnt\" - 1)) + 1.0) AS INTEGER) THEN 1\n ELSE 0\n END AS \"upper_rn\"\n FROM \"ranked\"\n WHERE \"cnt\" >= 5\n),\n\"bounds\" AS (\n SELECT\n p.\"V_num\",\n p.\"cnt\",\n p.\"h\",\n MAX(CASE WHEN r.\"rn\" = p.\"lower_rn\" THEN r.\"AT_num\" END) AS \"lower_val\",\n MAX(CASE WHEN r.\"rn\" = p.\"upper_rn\" THEN r.\"AT_num\" END) AS \"upper_val\"\n FROM \"params\" AS p\n JOIN \"ranked\" AS r\n ON r.\"V_num\" = p.\"V_num\"\n GROUP BY p.\"V_num\", p.\"cnt\", p.\"h\"\n)\nSELECT\n \"V_num\" AS \"V\",\n CASE\n WHEN \"lower_val\" IS NULL THEN NULL\n WHEN \"upper_val\" IS NULL THEN \"lower_val\"\n WHEN \"h\" = CAST(\"h\" AS INTEGER) THEN \"lower_val\"\n ELSE \"lower_val\" + ((\"h\" - CAST(\"h\" AS INTEGER)) * (\"upper_val\" - \"lower_val\"))\n END AS \"percentile_measure\"\nFROM \"bounds\"\nORDER BY \"percentile_measure\" DESC, \"V\" DESC\nLIMIT 12;","notes":"Emulates PERCENTILE_CONT(0.95) in SQLite with window ranks and linear interpolation, casts text-stored numeric fields to REAL, enforces a minimum group size of 5, and returns the top 12 V groups by 95th-percentile AT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_077857212da6d6b7/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_077857212da6d6b7/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_098153d19f5dc9e6/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_098153d19f5dc9e6/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7cceb7b2119b4e0d2a103201716ca90dc32d6f68 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_098153d19f5dc9e6/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 4807, "bytes_utf8": 4807, "lines": 159, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 434, "bytes_utf8": 434, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13587, "cached_input_tokens": 12032, "output_tokens": 642, "reasoning_output_tokens": 516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_098153d19f5dc9e6/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_098153d19f5dc9e6/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..95518d68450cc3a66f7894b4e18454bbcea124c1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_098153d19f5dc9e6/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": "n20", + "model": "v2-cli:codex", + "run_id": "v2q_n20_098153d19f5dc9e6", + "api_calls": 0, + "input_tokens": 13587, + "cached_input_tokens": 12032, + "output_tokens": 642, + "total_tokens": 14229, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15060.99, + "sql_execution_elapsed_ms_total": 7.68, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_098153d19f5dc9e6/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_098153d19f5dc9e6/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_098153d19f5dc9e6/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..09ce4f19ae20b0c61f236dac9d93a8962a02e9d3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_098153d19f5dc9e6/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": "2026-05-19T15:59:51.603908+00:00", + "ended_at": "2026-05-19T16:00:06.664929+00:00", + "elapsed_ms": 15060.99, + "prompt_metrics": { + "chars": 4807, + "bytes_utf8": 4807, + "lines": 159, + "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": 434, + "bytes_utf8": 434, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13587, + "cached_input_tokens": 12032, + "output_tokens": 642, + "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_a/n20/artifacts/v2q_n20_098153d19f5dc9e6/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_098153d19f5dc9e6/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9a06c925950573a2feac3c2aca2a0d928803cc79 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_098153d19f5dc9e6/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,159 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n20 +- dataset_name: Combined Cycle Power Plant +- table_name: n20 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 4 feature columns and target `PE`. +- task_type: regression +- target_column: PE +- main_row_count: 9568 +- important_fields: +- AT: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for AT. +- V: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'subgroup_candidate'] desc=Numeric field for V. +- AP: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for AP. +- RH: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for RH. +- PE: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for PE. +- useful_field_combinations: [['V', 'AT', 'PE'], ['AT', 'V', 'PE']] +- fields_requiring_caution: ['PE', 'AT', 'V', 'AP'] +- source_url: https://archive.ics.uci.edu/dataset/294/combined+cycle+power+plant + +SQLite schema snapshot: +{ + "table_name": "n20", + "quoted_table_name": "\"n20\"", + "row_count": 9568, + "columns": [ + { + "name": "AT", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "AP", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PE", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "AT": "14.96", + "V": "41.76", + "AP": "1024.07", + "RH": "73.17", + "PE": "463.26" + }, + { + "AT": "25.18", + "V": "62.96", + "AP": "1020.04", + "RH": "59.08", + "PE": "444.37" + }, + { + "AT": "5.1100000000000003", + "V": "39.4", + "AP": "1012.16", + "RH": "92.14", + "PE": "488.56" + }, + { + "AT": "20.86", + "V": "57.32", + "AP": "1010.24", + "RH": "76.64", + "PE": "446.48" + }, + { + "AT": "10.82", + "V": "37.5", + "AP": "1009.23", + "RH": "96.62", + "PE": "473.9" + } + ] +} + +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": "n20", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=V, condition_col=PE.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "V", + "condition_col": "PE", + "condition_value": "468.8", + "positive_value": "468.8", + "negative_value": "434.01", + "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": 1017.26, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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_a/n20/artifacts/v2q_n20_098153d19f5dc9e6/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_098153d19f5dc9e6/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..0f54ea3ee009cb02a942eeb8e0e217db95fd0fd4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_098153d19f5dc9e6/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f7-0858-7b40-8506-ee0c554a6bf9"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT CAST(\\\"V\\\" AS REAL) AS \\\"V\\\",\\n AVG(CASE WHEN CAST(\\\"PE\\\" AS REAL) = 468.8 THEN 1 ELSE 0 END) AS \\\"condition_rate\\\"\\nFROM \\\"n20\\\"\\nGROUP BY CAST(\\\"V\\\" AS REAL)\\nORDER BY \\\"condition_rate\\\" DESC;\",\"notes\":\"Applied the Grouped Condition Rate template with group_col=\\\"V\\\" and condition_col=\\\"PE\\\". CAST to REAL is used because the schema stores numeric fields as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13587,"cached_input_tokens":12032,"output_tokens":642,"reasoning_output_tokens":516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_098153d19f5dc9e6/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_098153d19f5dc9e6/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..bd3647fd7e23126e188689c4e3ee8a429fc6aa51 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_098153d19f5dc9e6/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT CAST(\"V\" AS REAL) AS \"V\",\n AVG(CASE WHEN CAST(\"PE\" AS REAL) = 468.8 THEN 1 ELSE 0 END) AS \"condition_rate\"\nFROM \"n20\"\nGROUP BY CAST(\"V\" AS REAL)\nORDER BY \"condition_rate\" DESC;","notes":"Applied the Grouped Condition Rate template with group_col=\"V\" and condition_col=\"PE\". CAST to REAL is used because the schema stores numeric fields as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_098153d19f5dc9e6/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_098153d19f5dc9e6/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_098153d19f5dc9e6/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_098153d19f5dc9e6/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..3ea333a8335327cc18a35aef5195bffe76c7532e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_098153d19f5dc9e6/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=V, condition_col=PE. +Result preview: [{"V": 44.34, "condition_rate": 0.30434782608695654}, {"V": 43.34, "condition_rate": 0.05555555555555555}, {"V": 40.89, "condition_rate": 0.05}, {"V": 81.56, "condition_rate": 0.0}, {"V": 80.25, "condition_rate": 0.0}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_098153d19f5dc9e6/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_098153d19f5dc9e6/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..8d68e39e3e9d3d4c1fdb4caff89815558dcd37d4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_098153d19f5dc9e6/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: n20 +-- 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_n20_098153d19f5dc9e6 +-- problem_id: v2p_n20_9ad3e59b59173cd4 +-- realization_mode: agent +-- source_kind: agent +SELECT CAST("V" AS REAL) AS "V", + AVG(CASE WHEN CAST("PE" AS REAL) = 468.8 THEN 1 ELSE 0 END) AS "condition_rate" +FROM "n20" +GROUP BY CAST("V" AS REAL) +ORDER BY "condition_rate" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_098153d19f5dc9e6/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_098153d19f5dc9e6/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..903024e981d92afcfca55f37027b1022e3220e8f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_098153d19f5dc9e6/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 CAST(\"V\" AS REAL) AS \"V\",\n AVG(CASE WHEN CAST(\"PE\" AS REAL) = 468.8 THEN 1 ELSE 0 END) AS \"condition_rate\"\nFROM \"n20\"\nGROUP BY CAST(\"V\" AS REAL)\nORDER BY \"condition_rate\" DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT CAST(\\\"V\\\" AS REAL) AS \\\"V\\\",\\n AVG(CASE WHEN CAST(\\\"PE\\\" AS REAL) = 468.8 THEN 1 ELSE 0 END) AS \\\"condition_rate\\\"\\nFROM \\\"n20\\\"\\nGROUP BY CAST(\\\"V\\\" AS REAL)\\nORDER BY \\\"condition_rate\\\" DESC;\", \"columns\": [\"V\", \"condition_rate\"], \"rows\": [{\"V\": 44.34, \"condition_rate\": 0.30434782608695654}, {\"V\": 43.34, \"condition_rate\": 0.05555555555555555}, {\"V\": 40.89, \"condition_rate\": 0.05}, {\"V\": 81.56, \"condition_rate\": 0.0}, {\"V\": 80.25, \"condition_rate\": 0.0}, {\"V\": 80.18, \"condition_rate\": 0.0}, {\"V\": 79.74, \"condition_rate\": 0.0}, {\"V\": 79.05, \"condition_rate\": 0.0}, {\"V\": 78.92, \"condition_rate\": 0.0}, {\"V\": 78.87, \"condition_rate\": 0.0}, {\"V\": 78.11, \"condition_rate\": 0.0}, {\"V\": 78.05, \"condition_rate\": 0.0}, {\"V\": 77.95, \"condition_rate\": 0.0}, {\"V\": 77.54, \"condition_rate\": 0.0}, {\"V\": 77.3, \"condition_rate\": 0.0}, {\"V\": 77.24, \"condition_rate\": 0.0}, {\"V\": 77.17, \"condition_rate\": 0.0}, {\"V\": 76.86, \"condition_rate\": 0.0}, {\"V\": 76.2, \"condition_rate\": 0.0}, {\"V\": 76.16, \"condition_rate\": 0.0}, {\"V\": 76.09, \"condition_rate\": 0.0}, {\"V\": 75.6, \"condition_rate\": 0.0}, {\"V\": 75.33, \"condition_rate\": 0.0}, {\"V\": 75.23, \"condition_rate\": 0.0}, {\"V\": 75.08, \"condition_rate\": 0.0}, {\"V\": 74.99, \"condition_rate\": 0.0}, {\"V\": 74.93, \"condition_rate\": 0.0}, {\"V\": 74.9, \"condition_rate\": 0.0}, {\"V\": 74.87, \"condition_rate\": 0.0}, {\"V\": 74.78, \"condition_rate\": 0.0}, {\"V\": 74.67, \"condition_rate\": 0.0}, {\"V\": 74.34, \"condition_rate\": 0.0}, {\"V\": 74.33, \"condition_rate\": 0.0}, {\"V\": 74.22, \"condition_rate\": 0.0}, {\"V\": 74.16, \"condition_rate\": 0.0}, {\"V\": 73.91, \"condition_rate\": 0.0}, {\"V\": 73.9, \"condition_rate\": 0.0}, {\"V\": 73.88, \"condition_rate\": 0.0}, {\"V\": 73.77, \"condition_rate\": 0.0}, {\"V\": 73.68, \"condition_rate\": 0.0}, {\"V\": 73.67, \"condition_rate\": 0.0}, {\"V\": 73.56, \"condition_rate\": 0.0}, {\"V\": 73.5, \"condition_rate\": 0.0}, {\"V\": 73.46, \"condition_rate\": 0.0}, {\"V\": 73.42, \"condition_rate\": 0.0}, {\"V\": 73.4, \"condition_rate\": 0.0}, {\"V\": 73.21, \"condition_rate\": 0.0}, {\"V\": 73.18, \"condition_rate\": 0.0}, {\"V\": 73.17, \"condition_rate\": 0.0}, {\"V\": 73.11, \"condition_rate\": 0.0}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 7.68}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_098153d19f5dc9e6/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_098153d19f5dc9e6/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..968f7922c6c91cdfc7d1ae58a9e54e858571d0b9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_098153d19f5dc9e6/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "n20", + "started_at": "2026-05-19T15:59:51.602771+00:00", + "ended_at": "2026-05-19T16:00:06.674877+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n20_098153d19f5dc9e6", + "problem_id": "v2p_n20_9ad3e59b59173cd4", + "dataset_id": "n20", + "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=V, condition_col=PE.", + "bindings": { + "group_col": "V", + "condition_col": "PE", + "condition_value": "468.8", + "positive_value": "468.8", + "negative_value": "434.01", + "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": 1017.26, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=rule", + "problem_index_within_template=3", + "sql_variant_index=1/2", + "binding_index=98" + ], + "template_selection_mode": "rule", + "selected_template_rank": 9, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/sql/v2q_n20_098153d19f5dc9e6.sql", + "usage_summary": { + "dataset_id": "n20", + "model": "v2-cli:codex", + "run_id": "v2q_n20_098153d19f5dc9e6", + "api_calls": 0, + "input_tokens": 13587, + "cached_input_tokens": 12032, + "output_tokens": 642, + "total_tokens": 14229, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15060.99, + "sql_execution_elapsed_ms_total": 7.68, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_098153d19f5dc9e6/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_098153d19f5dc9e6/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_098153d19f5dc9e6/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ac0287d307ed565be21c195cc90296a67d006d56 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_098153d19f5dc9e6/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T16:00:06.665755+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": 15060.99, "started_at": "2026-05-19T15:59:51.603908+00:00", "ended_at": "2026-05-19T16:00:06.664929+00:00", "prompt_metrics": {"chars": 4807, "bytes_utf8": 4807, "lines": 159, "estimated_tokens": null}, "response_metrics": {"chars": 434, "bytes_utf8": 434, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13587, "cached_input_tokens": 12032, "output_tokens": 642, "reasoning_output_tokens": 516}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT CAST(\\\"V\\\" AS REAL) AS \\\"V\\\",\\n AVG(CASE WHEN CAST(\\\"PE\\\" AS REAL) = 468.8 THEN 1 ELSE 0 END) AS \\\"condition_rate\\\"\\nFROM \\\"n20\\\"\\nGROUP BY CAST(\\\"V\\\" AS REAL)\\nORDER BY \\\"condition_rate\\\" DESC;\",\"notes\":\"Applied the Grouped Condition Rate template with group_col=\\\"V\\\" and condition_col=\\\"PE\\\". CAST to REAL is used because the schema stores numeric fields as TEXT.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_098153d19f5dc9e6/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_098153d19f5dc9e6/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..58a41037b3c6ee39d1972f2faba59981b6c61c42 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_098153d19f5dc9e6/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n20", + "model": "v2-cli:codex", + "run_id": "v2q_n20_098153d19f5dc9e6", + "api_calls": 0, + "input_tokens": 13587, + "cached_input_tokens": 12032, + "output_tokens": 642, + "total_tokens": 14229, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15060.99, + "sql_execution_elapsed_ms_total": 7.68, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_098153d19f5dc9e6/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_0bbfe0e6cc6a6edf/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_0bbfe0e6cc6a6edf/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..fcf4bab4cb9fd0cc213f20890cf40d7f09b98671 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_0bbfe0e6cc6a6edf/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 4492, "bytes_utf8": 4492, "lines": 154, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 378, "bytes_utf8": 378, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13509, "cached_input_tokens": 12672, "output_tokens": 248, "reasoning_output_tokens": 138}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_0bbfe0e6cc6a6edf/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_0bbfe0e6cc6a6edf/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..52c5f1ccb40e31b75b7d58830100a6bfc5f3f60b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_0bbfe0e6cc6a6edf/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": "n20", + "model": "v2-cli:codex", + "run_id": "v2q_n20_0bbfe0e6cc6a6edf", + "api_calls": 0, + "input_tokens": 13509, + "cached_input_tokens": 12672, + "output_tokens": 248, + "total_tokens": 13757, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 7990.88, + "sql_execution_elapsed_ms_total": 4.17, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_0bbfe0e6cc6a6edf/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_0bbfe0e6cc6a6edf/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_0bbfe0e6cc6a6edf/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..d039d2160b2ca56ea67f638cbd39d69a8ebcf6b8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_0bbfe0e6cc6a6edf/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:02:32.521786+00:00", + "ended_at": "2026-05-19T16:02:40.512694+00:00", + "elapsed_ms": 7990.88, + "prompt_metrics": { + "chars": 4492, + "bytes_utf8": 4492, + "lines": 154, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 726, + "bytes_utf8": 726, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 378, + "bytes_utf8": 378, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13509, + "cached_input_tokens": 12672, + "output_tokens": 248, + "reasoning_output_tokens": 138 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_0bbfe0e6cc6a6edf/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_0bbfe0e6cc6a6edf/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5e9295cc382fda619630156c3b2c446d8c24b840 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_0bbfe0e6cc6a6edf/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,154 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n20 +- dataset_name: Combined Cycle Power Plant +- table_name: n20 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 4 feature columns and target `PE`. +- task_type: regression +- target_column: PE +- main_row_count: 9568 +- important_fields: +- AT: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for AT. +- V: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'subgroup_candidate'] desc=Numeric field for V. +- AP: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for AP. +- RH: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for RH. +- PE: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for PE. +- useful_field_combinations: [['V', 'AT', 'PE'], ['AT', 'V', 'PE']] +- fields_requiring_caution: ['PE', 'AT', 'V', 'AP'] +- source_url: https://archive.ics.uci.edu/dataset/294/combined+cycle+power+plant + +SQLite schema snapshot: +{ + "table_name": "n20", + "quoted_table_name": "\"n20\"", + "row_count": 9568, + "columns": [ + { + "name": "AT", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "AP", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PE", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "AT": "14.96", + "V": "41.76", + "AP": "1024.07", + "RH": "73.17", + "PE": "463.26" + }, + { + "AT": "25.18", + "V": "62.96", + "AP": "1020.04", + "RH": "59.08", + "PE": "444.37" + }, + { + "AT": "5.1100000000000003", + "V": "39.4", + "AP": "1012.16", + "RH": "92.14", + "PE": "488.56" + }, + { + "AT": "20.86", + "V": "57.32", + "AP": "1010.24", + "RH": "76.64", + "PE": "446.48" + }, + { + "AT": "10.82", + "V": "37.5", + "AP": "1009.23", + "RH": "96.62", + "PE": "473.9" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_threshold_rarity_cdf", + "template_name": "Threshold Rarity CDF", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n20", + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=RH.", + "planned_template_id": "tpl_threshold_rarity_cdf", + "bindings": { + "measure_col": "RH", + "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": 84.83, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_0bbfe0e6cc6a6edf/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_0bbfe0e6cc6a6edf/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..05c29ff858774ef2dda2f678a3041ed4e6df7d30 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_0bbfe0e6cc6a6edf/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f9-7cbf-7ba2-a99b-146782e25dbc"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_threshold_rarity_cdf\\nSELECT AVG(CASE WHEN CAST(\\\"RH\\\" AS REAL) <= 84.83 THEN 1 ELSE 0 END) AS \\\"empirical_cdf_at_threshold\\\"\\nFROM \\\"n20\\\";\",\"notes\":\"Used the provided Threshold Rarity CDF template with measure_col bound to \\\"RH\\\" and measure_threshold fixed at 84.83. CAST(\\\"RH\\\" AS REAL) is used because the schema stores numeric values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13509,"cached_input_tokens":12672,"output_tokens":248,"reasoning_output_tokens":138}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_0bbfe0e6cc6a6edf/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_0bbfe0e6cc6a6edf/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1c114475d12b1ade87cd7be8226ccf0a150ab9c4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_0bbfe0e6cc6a6edf/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_threshold_rarity_cdf\nSELECT AVG(CASE WHEN CAST(\"RH\" AS REAL) <= 84.83 THEN 1 ELSE 0 END) AS \"empirical_cdf_at_threshold\"\nFROM \"n20\";","notes":"Used the provided Threshold Rarity CDF template with measure_col bound to \"RH\" and measure_threshold fixed at 84.83. CAST(\"RH\" AS REAL) is used because the schema stores numeric values as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_0bbfe0e6cc6a6edf/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_0bbfe0e6cc6a6edf/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_0bff26a168d15b89/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_0bff26a168d15b89/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..89e106177196505a3880c5f63b511598d9255add --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_0bff26a168d15b89/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:07:33.145668+00:00", + "ended_at": "2026-05-19T16:07:36.404111+00:00", + "elapsed_ms": 3258.42, + "returncode": 1, + "prompt_metrics": { + "chars": 4713, + "bytes_utf8": 4713, + "lines": 156, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_0bff26a168d15b89/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_0bff26a168d15b89/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..117b88180651054587b805e7e4b7663f622237ca --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_0bff26a168d15b89/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:07:37.406208+00:00", + "ended_at": "2026-05-19T16:07:40.638579+00:00", + "elapsed_ms": 3232.33, + "returncode": 1, + "prompt_metrics": { + "chars": 4713, + "bytes_utf8": 4713, + "lines": 156, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_0bff26a168d15b89/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_0bff26a168d15b89/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b6eef6569e2b006506eeb12c36969e6ac9887922 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_0bff26a168d15b89/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,156 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n20 +- dataset_name: Combined Cycle Power Plant +- table_name: n20 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 4 feature columns and target `PE`. +- task_type: regression +- target_column: PE +- main_row_count: 9568 +- important_fields: +- AT: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for AT. +- V: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'subgroup_candidate'] desc=Numeric field for V. +- AP: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for AP. +- RH: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for RH. +- PE: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for PE. +- useful_field_combinations: [['V', 'AT', 'PE'], ['AT', 'V', 'PE']] +- fields_requiring_caution: ['PE', 'AT', 'V', 'AP'] +- source_url: https://archive.ics.uci.edu/dataset/294/combined+cycle+power+plant + +SQLite schema snapshot: +{ + "table_name": "n20", + "quoted_table_name": "\"n20\"", + "row_count": 9568, + "columns": [ + { + "name": "AT", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "AP", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PE", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "AT": "14.96", + "V": "41.76", + "AP": "1024.07", + "RH": "73.17", + "PE": "463.26" + }, + { + "AT": "25.18", + "V": "62.96", + "AP": "1020.04", + "RH": "59.08", + "PE": "444.37" + }, + { + "AT": "5.1100000000000003", + "V": "39.4", + "AP": "1012.16", + "RH": "92.14", + "PE": "488.56" + }, + { + "AT": "20.86", + "V": "57.32", + "AP": "1010.24", + "RH": "76.64", + "PE": "446.48" + }, + { + "AT": "10.82", + "V": "37.5", + "AP": "1009.23", + "RH": "96.62", + "PE": "473.9" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n20", + "question": "Use template Thresholded Group Ranking to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=V, measure_col=RH.", + "planned_template_id": "tpl_tpch_thresholded_group_ranking", + "bindings": { + "group_col": "V", + "measure_col": "RH", + "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": 81.4522, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_0bff26a168d15b89/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_0bff26a168d15b89/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..b6eef6569e2b006506eeb12c36969e6ac9887922 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_0bff26a168d15b89/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,156 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n20 +- dataset_name: Combined Cycle Power Plant +- table_name: n20 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 4 feature columns and target `PE`. +- task_type: regression +- target_column: PE +- main_row_count: 9568 +- important_fields: +- AT: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for AT. +- V: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'subgroup_candidate'] desc=Numeric field for V. +- AP: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for AP. +- RH: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for RH. +- PE: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for PE. +- useful_field_combinations: [['V', 'AT', 'PE'], ['AT', 'V', 'PE']] +- fields_requiring_caution: ['PE', 'AT', 'V', 'AP'] +- source_url: https://archive.ics.uci.edu/dataset/294/combined+cycle+power+plant + +SQLite schema snapshot: +{ + "table_name": "n20", + "quoted_table_name": "\"n20\"", + "row_count": 9568, + "columns": [ + { + "name": "AT", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "AP", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PE", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "AT": "14.96", + "V": "41.76", + "AP": "1024.07", + "RH": "73.17", + "PE": "463.26" + }, + { + "AT": "25.18", + "V": "62.96", + "AP": "1020.04", + "RH": "59.08", + "PE": "444.37" + }, + { + "AT": "5.1100000000000003", + "V": "39.4", + "AP": "1012.16", + "RH": "92.14", + "PE": "488.56" + }, + { + "AT": "20.86", + "V": "57.32", + "AP": "1010.24", + "RH": "76.64", + "PE": "446.48" + }, + { + "AT": "10.82", + "V": "37.5", + "AP": "1009.23", + "RH": "96.62", + "PE": "473.9" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n20", + "question": "Use template Thresholded Group Ranking to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=V, measure_col=RH.", + "planned_template_id": "tpl_tpch_thresholded_group_ranking", + "bindings": { + "group_col": "V", + "measure_col": "RH", + "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": 81.4522, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_0bff26a168d15b89/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_0bff26a168d15b89/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..1897b9827c43d758de2c21187a1870b96c8667d6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_0bff26a168d15b89/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fe-1323-7151-9894-8d6ad8ae65eb"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_0bff26a168d15b89/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_0bff26a168d15b89/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c4d3e7ab7ee73cccc116e8c8f5544d041030ed9c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_0bff26a168d15b89/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fe-1323-7151-9894-8d6ad8ae65eb"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_0bff26a168d15b89/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_0bff26a168d15b89/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a66d574ab81c47abc10eecee47898644fc9ae561 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_0bff26a168d15b89/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fe-23ca-7cc3-bfcd-9b162a3cadd3"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_0bff26a168d15b89/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_0bff26a168d15b89/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..cf328e2c9e279c87c5f16923c7a27e75350e4fec --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_0bff26a168d15b89/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fe-23ca-7cc3-bfcd-9b162a3cadd3"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_0bff26a168d15b89/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_0bff26a168d15b89/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_0bff26a168d15b89/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_0bff26a168d15b89/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_0f3ff690869dd386/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_0f3ff690869dd386/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..c0e339df66fadb1971cdb882c9d51efad99a761b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_0f3ff690869dd386/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:07:10.972108+00:00", + "ended_at": "2026-05-19T16:07:13.698861+00:00", + "elapsed_ms": 2726.73, + "returncode": 1, + "prompt_metrics": { + "chars": 4715, + "bytes_utf8": 4715, + "lines": 156, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_0f3ff690869dd386/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_0f3ff690869dd386/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..6d26fcbe382b310601d081db0dc9373ecc72c426 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_0f3ff690869dd386/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:07:14.700903+00:00", + "ended_at": "2026-05-19T16:07:17.902956+00:00", + "elapsed_ms": 3202.01, + "returncode": 1, + "prompt_metrics": { + "chars": 4715, + "bytes_utf8": 4715, + "lines": 156, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_0f3ff690869dd386/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_0f3ff690869dd386/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9f64ea65738b51f6b46cc49b4ecde99fc56cc75b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_0f3ff690869dd386/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,156 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n20 +- dataset_name: Combined Cycle Power Plant +- table_name: n20 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 4 feature columns and target `PE`. +- task_type: regression +- target_column: PE +- main_row_count: 9568 +- important_fields: +- AT: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for AT. +- V: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'subgroup_candidate'] desc=Numeric field for V. +- AP: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for AP. +- RH: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for RH. +- PE: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for PE. +- useful_field_combinations: [['V', 'AT', 'PE'], ['AT', 'V', 'PE']] +- fields_requiring_caution: ['PE', 'AT', 'V', 'AP'] +- source_url: https://archive.ics.uci.edu/dataset/294/combined+cycle+power+plant + +SQLite schema snapshot: +{ + "table_name": "n20", + "quoted_table_name": "\"n20\"", + "row_count": 9568, + "columns": [ + { + "name": "AT", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "AP", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PE", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "AT": "14.96", + "V": "41.76", + "AP": "1024.07", + "RH": "73.17", + "PE": "463.26" + }, + { + "AT": "25.18", + "V": "62.96", + "AP": "1020.04", + "RH": "59.08", + "PE": "444.37" + }, + { + "AT": "5.1100000000000003", + "V": "39.4", + "AP": "1012.16", + "RH": "92.14", + "PE": "488.56" + }, + { + "AT": "20.86", + "V": "57.32", + "AP": "1010.24", + "RH": "76.64", + "PE": "446.48" + }, + { + "AT": "10.82", + "V": "37.5", + "AP": "1009.23", + "RH": "96.62", + "PE": "473.9" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n20", + "question": "Use template Thresholded Group Ranking to probe tail_set_consistency with semantic role filtered_stable_view. Focus on group_col=V, measure_col=AP.", + "planned_template_id": "tpl_tpch_thresholded_group_ranking", + "bindings": { + "group_col": "V", + "measure_col": "AP", + "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": 1015.48, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_0f3ff690869dd386/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_0f3ff690869dd386/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..9f64ea65738b51f6b46cc49b4ecde99fc56cc75b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_0f3ff690869dd386/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,156 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n20 +- dataset_name: Combined Cycle Power Plant +- table_name: n20 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 4 feature columns and target `PE`. +- task_type: regression +- target_column: PE +- main_row_count: 9568 +- important_fields: +- AT: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for AT. +- V: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'subgroup_candidate'] desc=Numeric field for V. +- AP: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for AP. +- RH: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for RH. +- PE: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for PE. +- useful_field_combinations: [['V', 'AT', 'PE'], ['AT', 'V', 'PE']] +- fields_requiring_caution: ['PE', 'AT', 'V', 'AP'] +- source_url: https://archive.ics.uci.edu/dataset/294/combined+cycle+power+plant + +SQLite schema snapshot: +{ + "table_name": "n20", + "quoted_table_name": "\"n20\"", + "row_count": 9568, + "columns": [ + { + "name": "AT", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "AP", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PE", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "AT": "14.96", + "V": "41.76", + "AP": "1024.07", + "RH": "73.17", + "PE": "463.26" + }, + { + "AT": "25.18", + "V": "62.96", + "AP": "1020.04", + "RH": "59.08", + "PE": "444.37" + }, + { + "AT": "5.1100000000000003", + "V": "39.4", + "AP": "1012.16", + "RH": "92.14", + "PE": "488.56" + }, + { + "AT": "20.86", + "V": "57.32", + "AP": "1010.24", + "RH": "76.64", + "PE": "446.48" + }, + { + "AT": "10.82", + "V": "37.5", + "AP": "1009.23", + "RH": "96.62", + "PE": "473.9" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n20", + "question": "Use template Thresholded Group Ranking to probe tail_set_consistency with semantic role filtered_stable_view. Focus on group_col=V, measure_col=AP.", + "planned_template_id": "tpl_tpch_thresholded_group_ranking", + "bindings": { + "group_col": "V", + "measure_col": "AP", + "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": 1015.48, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_0f3ff690869dd386/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_0f3ff690869dd386/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..eb84a9ed7c66e9515fd90ef510fd12e412c648d2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_0f3ff690869dd386/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fd-bc7f-7943-9146-2e77cf84a187"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_0f3ff690869dd386/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_0f3ff690869dd386/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d89a8fbc1261af43835f2dbcf32036c9f8357d1c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_0f3ff690869dd386/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fd-bc7f-7943-9146-2e77cf84a187"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_0f3ff690869dd386/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_0f3ff690869dd386/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..7865436deb411d236e579d65ac4207e140ace7a4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_0f3ff690869dd386/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fd-cb2e-7f82-8641-9391e614b4fa"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_0f3ff690869dd386/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_0f3ff690869dd386/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..dfa5933ab28ed7eb2b6d513b9be14be96d9cbc00 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_0f3ff690869dd386/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fd-cb2e-7f82-8641-9391e614b4fa"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_0f3ff690869dd386/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_0f3ff690869dd386/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_0f3ff690869dd386/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_0f3ff690869dd386/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_106feee941021a99/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_106feee941021a99/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..cb2d18c04b12a4bf06bc861c14b745337e725fa0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_106feee941021a99/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Window Partition Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=V, measure_col=AP. +Result preview: [{"V": "41.82", "avg_measure": 1033.0106666666666}, {"V": "40.020000000000003", "avg_measure": 1031.4346666666668}, {"V": "41.92", "avg_measure": 1030.3942105263156}, {"V": "36.25", "avg_measure": 1028.959}, {"V": "44.47", "avg_measure": 1028.4878947368422}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_106feee941021a99/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_106feee941021a99/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..680cdebc55ad929c36e6715396b53d6cb8d6e7a1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_106feee941021a99/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: n20 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_n20_106feee941021a99 +-- problem_id: v2p_n20_2e4a0e72ebbe27ae +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "V", + AVG(CAST("AP" AS REAL)) OVER (PARTITION BY "V") AS avg_measure +FROM "n20" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_106feee941021a99/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_106feee941021a99/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..eceb74b73b2c38a7da4d3ffaa18cd01e19cd04b8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_106feee941021a99/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_window_partition_avg\nSELECT DISTINCT \"V\",\n AVG(CAST(\"AP\" AS REAL)) OVER (PARTITION BY \"V\") AS avg_measure\nFROM \"n20\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"V\\\",\\n AVG(CAST(\\\"AP\\\" AS REAL)) OVER (PARTITION BY \\\"V\\\") AS avg_measure\\nFROM \\\"n20\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"V\", \"avg_measure\"], \"rows\": [{\"V\": \"41.82\", \"avg_measure\": 1033.0106666666666}, {\"V\": \"40.020000000000003\", \"avg_measure\": 1031.4346666666668}, {\"V\": \"41.92\", \"avg_measure\": 1030.3942105263156}, {\"V\": \"36.25\", \"avg_measure\": 1028.959}, {\"V\": \"44.47\", \"avg_measure\": 1028.4878947368422}, {\"V\": \"42.74\", \"avg_measure\": 1027.4308333333333}, {\"V\": \"34.69\", \"avg_measure\": 1027.3675}, {\"V\": \"41.14\", \"avg_measure\": 1026.8445833333333}, {\"V\": \"36.659999999999997\", \"avg_measure\": 1026.808}, {\"V\": \"35.57\", \"avg_measure\": 1026.2045454545455}, {\"V\": \"40.799999999999997\", \"avg_measure\": 1025.951111111111}, {\"V\": \"40.11\", \"avg_measure\": 1025.946}, {\"V\": \"39.42\", \"avg_measure\": 1025.7322222222222}, {\"V\": \"41.4\", \"avg_measure\": 1025.6695652173914}, {\"V\": \"40.43\", \"avg_measure\": 1025.61625}, {\"V\": \"52.72\", \"avg_measure\": 1025.4282352941175}, {\"V\": \"41.04\", \"avg_measure\": 1025.332105263158}, {\"V\": \"45.78\", \"avg_measure\": 1025.27}, {\"V\": \"49.64\", \"avg_measure\": 1025.1225}, {\"V\": \"43.71\", \"avg_measure\": 1024.8247058823529}, {\"V\": \"40.78\", \"avg_measure\": 1024.6254545454544}, {\"V\": \"44.92\", \"avg_measure\": 1024.5214285714287}, {\"V\": \"44\", \"avg_measure\": 1024.3042857142857}, {\"V\": \"52.75\", \"avg_measure\": 1024.0052380952382}, {\"V\": \"45.08\", \"avg_measure\": 1023.9194444444444}, {\"V\": \"44.84\", \"avg_measure\": 1023.8055}, {\"V\": \"40.96\", \"avg_measure\": 1023.6166666666667}, {\"V\": \"36.43\", \"avg_measure\": 1023.42}, {\"V\": \"41.76\", \"avg_measure\": 1023.0923076923077}, {\"V\": \"40.72\", \"avg_measure\": 1022.9653333333333}, {\"V\": \"43.8\", \"avg_measure\": 1022.9258333333333}, {\"V\": \"39.18\", \"avg_measure\": 1022.8035714285714}, {\"V\": \"39.96\", \"avg_measure\": 1022.7453571428571}, {\"V\": \"45\", \"avg_measure\": 1022.7270833333333}, {\"V\": \"38.01\", \"avg_measure\": 1022.61625}, {\"V\": \"62.08\", \"avg_measure\": 1022.5}, {\"V\": \"37.86\", \"avg_measure\": 1022.44}, {\"V\": \"37.729999999999997\", \"avg_measure\": 1022.2311111111111}, {\"V\": \"40.92\", \"avg_measure\": 1022.1842105263158}, {\"V\": \"35.85\", \"avg_measure\": 1021.99}, {\"V\": \"40.81\", \"avg_measure\": 1021.85}, {\"V\": \"43.99\", \"avg_measure\": 1021.8383333333334}, {\"V\": \"43.52\", \"avg_measure\": 1021.8338461538461}, {\"V\": \"44.68\", \"avg_measure\": 1021.819375}, {\"V\": \"41.01\", \"avg_measure\": 1021.8079166666666}, {\"V\": \"41.03\", \"avg_measure\": 1021.7509090909091}, {\"V\": \"41.74\", \"avg_measure\": 1021.5540909090909}, {\"V\": \"41.38\", \"avg_measure\": 1021.4387499999999}, {\"V\": \"41.06\", \"avg_measure\": 1021.426923076923}, {\"V\": \"39.04\", \"avg_measure\": 1021.3622727272727}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 19.07}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_106feee941021a99/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_106feee941021a99/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..ef70fce41de18740107486a51770f59681fa6e1e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_106feee941021a99/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "n20", + "started_at": "2026-05-19T15:41:15.447558+00:00", + "ended_at": "2026-05-19T15:41:27.582402+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n20_106feee941021a99", + "problem_id": "v2p_n20_2e4a0e72ebbe27ae", + "dataset_id": "n20", + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=V, measure_col=AP.", + "bindings": { + "group_col": "V", + "measure_col": "AP", + "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": 1017.26, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=rule", + "problem_index_within_template=3", + "sql_variant_index=1/2", + "binding_index=50" + ], + "template_selection_mode": "rule", + "selected_template_rank": 5, + "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_a/n20/sql/v2q_n20_106feee941021a99.sql", + "usage_summary": { + "dataset_id": "n20", + "model": "v2-cli:codex", + "run_id": "v2q_n20_106feee941021a99", + "api_calls": 0, + "input_tokens": 13531, + "cached_input_tokens": 12672, + "output_tokens": 418, + "total_tokens": 13949, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12112.05, + "sql_execution_elapsed_ms_total": 19.07, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_106feee941021a99/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_106feee941021a99/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_106feee941021a99/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a1e1440c8928d9b5dedf9f5093bb4b5def5793d4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_106feee941021a99/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:41:27.561772+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": 12112.05, "started_at": "2026-05-19T15:41:15.448876+00:00", "ended_at": "2026-05-19T15:41:27.560955+00:00", "prompt_metrics": {"chars": 4630, "bytes_utf8": 4630, "lines": 156, "estimated_tokens": null}, "response_metrics": {"chars": 365, "bytes_utf8": 365, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13531, "cached_input_tokens": 12672, "output_tokens": 418, "reasoning_output_tokens": 320}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"V\\\",\\n AVG(CAST(\\\"AP\\\" AS REAL)) OVER (PARTITION BY \\\"V\\\") AS avg_measure\\nFROM \\\"n20\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Applied the Window Partition Average template with group_col=\\\"V\\\" and measure_col=\\\"AP\\\". Cast \\\"AP\\\" to REAL because the schema stores numeric values as TEXT.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_106feee941021a99/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_106feee941021a99/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..9c851214b8a367b0a862d8697b7875ce8e847840 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_106feee941021a99/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n20", + "model": "v2-cli:codex", + "run_id": "v2q_n20_106feee941021a99", + "api_calls": 0, + "input_tokens": 13531, + "cached_input_tokens": 12672, + "output_tokens": 418, + "total_tokens": 13949, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12112.05, + "sql_execution_elapsed_ms_total": 19.07, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_106feee941021a99/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_10de432e9f0ab094/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_10de432e9f0ab094/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..254b4743b37f00605f2f9d885a4f66b28a313cbd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_10de432e9f0ab094/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=V, measure_col=RH. +Result preview: [{"V": 35.85, "AP": 1021.99, "total_measure": 78.25, "share_within_group": 100.0}, {"V": 36.43, "AP": 1023.42, "total_measure": 79.5, "share_within_group": 100.0}, {"V": 36.54, "AP": 1007.93, "total_measure": 77.65, "share_within_group": 100.0}, {"V": 37.86, "AP": 1022.44, "total_measure": 68.82, "share_within_group": 100.0}, {"V": 37.9, "AP": 997.41, "total_measure": 91.51, "share_within_group": 100.0}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_10de432e9f0ab094/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_10de432e9f0ab094/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..2ce1ce27e0ec2bf6ca883c3cc1b61df301cda741 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_10de432e9f0ab094/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: n20 +-- 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_tpcds_within_group_share +-- query_record_id: v2q_n20_10de432e9f0ab094 +-- problem_id: v2p_n20_c0ad90b45535ca4b +-- realization_mode: agent +-- source_kind: agent +SELECT + CAST("V" AS REAL) AS "V", + CAST("AP" AS REAL) AS "AP", + SUM(CAST("RH" AS REAL)) AS "total_measure", + SUM(CAST("RH" AS REAL)) * 100.0 / SUM(SUM(CAST("RH" AS REAL))) OVER (PARTITION BY CAST("V" AS REAL)) AS "share_within_group" +FROM "n20" +GROUP BY CAST("V" AS REAL), CAST("AP" AS REAL) +ORDER BY "share_within_group" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_10de432e9f0ab094/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_10de432e9f0ab094/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..33f87bd09a02480b03987ad3cdd8047d57a300f5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_10de432e9f0ab094/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_tpcds_within_group_share\nSELECT\n CAST(\"V\" AS REAL) AS \"V\",\n CAST(\"AP\" AS REAL) AS \"AP\",\n SUM(CAST(\"RH\" AS REAL)) AS \"total_measure\",\n SUM(CAST(\"RH\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"RH\" AS REAL))) OVER (PARTITION BY CAST(\"V\" AS REAL)) AS \"share_within_group\"\nFROM \"n20\"\nGROUP BY CAST(\"V\" AS REAL), CAST(\"AP\" AS REAL)\nORDER BY \"share_within_group\" DESC;", "result": "{\"query\": \"-- template_id: tpl_tpcds_within_group_share\\nSELECT\\n CAST(\\\"V\\\" AS REAL) AS \\\"V\\\",\\n CAST(\\\"AP\\\" AS REAL) AS \\\"AP\\\",\\n SUM(CAST(\\\"RH\\\" AS REAL)) AS \\\"total_measure\\\",\\n SUM(CAST(\\\"RH\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"RH\\\" AS REAL))) OVER (PARTITION BY CAST(\\\"V\\\" AS REAL)) AS \\\"share_within_group\\\"\\nFROM \\\"n20\\\"\\nGROUP BY CAST(\\\"V\\\" AS REAL), CAST(\\\"AP\\\" AS REAL)\\nORDER BY \\\"share_within_group\\\" DESC;\", \"columns\": [\"V\", \"AP\", \"total_measure\", \"share_within_group\"], \"rows\": [{\"V\": 35.85, \"AP\": 1021.99, \"total_measure\": 78.25, \"share_within_group\": 100.0}, {\"V\": 36.43, \"AP\": 1023.42, \"total_measure\": 79.5, \"share_within_group\": 100.0}, {\"V\": 36.54, \"AP\": 1007.93, \"total_measure\": 77.65, \"share_within_group\": 100.0}, {\"V\": 37.86, \"AP\": 1022.44, \"total_measure\": 68.82, \"share_within_group\": 100.0}, {\"V\": 37.9, \"AP\": 997.41, \"total_measure\": 91.51, \"share_within_group\": 100.0}, {\"V\": 37.91, \"AP\": 1018.09, \"total_measure\": 88.84, \"share_within_group\": 100.0}, {\"V\": 38.92, \"AP\": 1015.6, \"total_measure\": 90.05, \"share_within_group\": 100.0}, {\"V\": 39.08, \"AP\": 1002.77, \"total_measure\": 74.24, \"share_within_group\": 100.0}, {\"V\": 40.33, \"AP\": 1005.31, \"total_measure\": 85.42, \"share_within_group\": 100.0}, {\"V\": 41.43, \"AP\": 1011.34, \"total_measure\": 89.67, \"share_within_group\": 100.0}, {\"V\": 44.3, \"AP\": 1014.34, \"total_measure\": 83.39, \"share_within_group\": 100.0}, {\"V\": 44.37, \"AP\": 1005.05, \"total_measure\": 44.37, \"share_within_group\": 100.0}, {\"V\": 45.76, \"AP\": 1014.73, \"total_measure\": 89.84, \"share_within_group\": 100.0}, {\"V\": 45.78, \"AP\": 1025.27, \"total_measure\": 95.72, \"share_within_group\": 100.0}, {\"V\": 46.9, \"AP\": 1019.59, \"total_measure\": 98.1, \"share_within_group\": 100.0}, {\"V\": 50.39, \"AP\": 1012.96, \"total_measure\": 76.05, \"share_within_group\": 100.0}, {\"V\": 53.3, \"AP\": 1004.91, \"total_measure\": 53.3, \"share_within_group\": 100.0}, {\"V\": 53.53, \"AP\": 1004.98, \"total_measure\": 53.53, \"share_within_group\": 100.0}, {\"V\": 54.89, \"AP\": 1007.16, \"total_measure\": 46.6, \"share_within_group\": 100.0}, {\"V\": 55.28, \"AP\": 1020.22, \"total_measure\": 68.33, \"share_within_group\": 100.0}, {\"V\": 55.68, \"AP\": 1004.84, \"total_measure\": 55.68, \"share_within_group\": 100.0}, {\"V\": 56.24, \"AP\": 1005.19, \"total_measure\": 56.24, \"share_within_group\": 100.0}, {\"V\": 56.51, \"AP\": 1015.58, \"total_measure\": 92.56, \"share_within_group\": 100.0}, {\"V\": 56.86, \"AP\": 1005.82, \"total_measure\": 56.86, \"share_within_group\": 100.0}, {\"V\": 57.35, \"AP\": 1005.63, \"total_measure\": 57.35, \"share_within_group\": 100.0}, {\"V\": 57.55, \"AP\": 1004.77, \"total_measure\": 57.55, \"share_within_group\": 100.0}, {\"V\": 57.82, \"AP\": 1004.81, \"total_measure\": 57.82, \"share_within_group\": 100.0}, {\"V\": 60.06, \"AP\": 1005.86, \"total_measure\": 41.57, \"share_within_group\": 100.0}, {\"V\": 61.85, \"AP\": 1005.45, \"total_measure\": 61.85, \"share_within_group\": 100.0}, {\"V\": 62.34, \"AP\": 1005.28, \"total_measure\": 62.34, \"share_within_group\": 100.0}, {\"V\": 64.09, \"AP\": 1005.41, \"total_measure\": 64.09, \"share_within_group\": 100.0}, {\"V\": 64.34, \"AP\": 1007.12, \"total_measure\": 65.87, \"share_within_group\": 100.0}, {\"V\": 65.75, \"AP\": 1006.45, \"total_measure\": 65.75, \"share_within_group\": 100.0}, {\"V\": 66.85, \"AP\": 1011.11, \"total_measure\": 63.25, \"share_within_group\": 100.0}, {\"V\": 67.98, \"AP\": 1006.01, \"total_measure\": 67.98, \"share_within_group\": 100.0}, {\"V\": 68.37, \"AP\": 1006.5, \"total_measure\": 68.37, \"share_within_group\": 100.0}, {\"V\": 70.09, \"AP\": 1006.56, \"total_measure\": 70.09, \"share_within_group\": 100.0}, {\"V\": 73.11, \"AP\": 1006.66, \"total_measure\": 73.11, \"share_within_group\": 100.0}, {\"V\": 73.46, \"AP\": 1006.61, \"total_measure\": 73.46, \"share_within_group\": 100.0}, {\"V\": 76.16, \"AP\": 1006.2, \"total_measure\": 76.16, \"share_within_group\": 100.0}, {\"V\": 78.11, \"AP\": 1006.73, \"total_measure\": 78.11, \"share_within_group\": 100.0}, {\"V\": 80.25, \"AP\": 1006.38, \"total_measure\": 80.25, \"share_within_group\": 100.0}, {\"V\": 81.56, \"AP\": 1006.57, \"total_measure\": 81.56, \"share_within_group\": 100.0}, {\"V\": 58.71, \"AP\": 1009.8, \"total_measure\": 171.04000000000002, \"share_within_group\": 69.1154483371722}, {\"V\": 47.24, \"AP\": 1015.75, \"total_measure\": 88.78, \"share_within_group\": 55.720830979727616}, {\"V\": 78.87, \"AP\": 1012.05, \"total_measure\": 84.28, \"share_within_group\": 54.38471962315287}, {\"V\": 72.51, \"AP\": 1009.24, \"total_measure\": 58.38, \"share_within_group\": 53.54980737479361}, {\"V\": 62.7, \"AP\": 1009.35, \"total_measure\": 55.27, \"share_within_group\": 52.423408896898415}, {\"V\": 58.69, \"AP\": 1008.22, \"total_measure\": 82.81, \"share_within_group\": 52.24935327149978}, {\"V\": 67.51, \"AP\": 1012.38, \"total_measure\": 60.25, \"share_within_group\": 52.0293609671848}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 34.02}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_10de432e9f0ab094/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_10de432e9f0ab094/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..deea025dcb729876f1998795f8ec9c3bf1447a96 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_10de432e9f0ab094/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "n20", + "started_at": "2026-05-19T15:36:59.264934+00:00", + "ended_at": "2026-05-19T15:37:15.146972+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n20_10de432e9f0ab094", + "problem_id": "v2p_n20_c0ad90b45535ca4b", + "dataset_id": "n20", + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=V, measure_col=RH.", + "bindings": { + "group_col": "V", + "measure_col": "RH", + "item_col": "AP", + "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": 84.83, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "item_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=rule", + "problem_index_within_template=8", + "sql_variant_index=1/2", + "binding_index=31" + ], + "template_selection_mode": "rule", + "selected_template_rank": 3, + "problem_index_within_template": 8, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/sql/v2q_n20_10de432e9f0ab094.sql", + "usage_summary": { + "dataset_id": "n20", + "model": "v2-cli:codex", + "run_id": "v2q_n20_10de432e9f0ab094", + "api_calls": 0, + "input_tokens": 13635, + "cached_input_tokens": 12672, + "output_tokens": 846, + "total_tokens": 14481, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15844.59, + "sql_execution_elapsed_ms_total": 34.02, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_10de432e9f0ab094/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_10de432e9f0ab094/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_10de432e9f0ab094/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2eddc42b5df5570ac20c4533decf298e8d54d7e8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_10de432e9f0ab094/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:37:15.111313+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": 15844.59, "started_at": "2026-05-19T15:36:59.265900+00:00", "ended_at": "2026-05-19T15:37:15.110518+00:00", "prompt_metrics": {"chars": 4941, "bytes_utf8": 4941, "lines": 158, "estimated_tokens": null}, "response_metrics": {"chars": 625, "bytes_utf8": 625, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13635, "cached_input_tokens": 12672, "output_tokens": 846, "reasoning_output_tokens": 656}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT\\n CAST(\\\"V\\\" AS REAL) AS \\\"V\\\",\\n CAST(\\\"AP\\\" AS REAL) AS \\\"AP\\\",\\n SUM(CAST(\\\"RH\\\" AS REAL)) AS \\\"total_measure\\\",\\n SUM(CAST(\\\"RH\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"RH\\\" AS REAL))) OVER (PARTITION BY CAST(\\\"V\\\" AS REAL)) AS \\\"share_within_group\\\"\\nFROM \\\"n20\\\"\\nGROUP BY CAST(\\\"V\\\" AS REAL), CAST(\\\"AP\\\" AS REAL)\\nORDER BY \\\"share_within_group\\\" DESC;\",\"notes\":\"Applied the provided Within-Group Share of Total template with group_col=\\\"V\\\", item_col=\\\"AP\\\", and measure_col=\\\"RH\\\". Casted numeric-text columns to REAL for SQLite aggregation correctness.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_10de432e9f0ab094/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_10de432e9f0ab094/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..866644c28dbb02e05032d7be1a57a993c16173af --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_10de432e9f0ab094/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n20", + "model": "v2-cli:codex", + "run_id": "v2q_n20_10de432e9f0ab094", + "api_calls": 0, + "input_tokens": 13635, + "cached_input_tokens": 12672, + "output_tokens": 846, + "total_tokens": 14481, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15844.59, + "sql_execution_elapsed_ms_total": 34.02, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_10de432e9f0ab094/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_11a6d9b2a0c8e5f1/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_11a6d9b2a0c8e5f1/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..fd7ae715b60282fc62e7f0574ea382d872e5adc1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_11a6d9b2a0c8e5f1/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "n20", + "started_at": "2026-05-19T15:58:46.723702+00:00", + "ended_at": "2026-05-19T15:58:53.928254+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n20_11a6d9b2a0c8e5f1", + "problem_id": "v2p_n20_79c71c1654f8d26e", + "dataset_id": "n20", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=V, measure_col=AT.", + "bindings": { + "group_col": "V", + "measure_col": "AT", + "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": 23.99, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=rule", + "problem_index_within_template=9", + "sql_variant_index=2/2", + "binding_index=92" + ], + "template_selection_mode": "rule", + "selected_template_rank": 8, + "problem_index_within_template": 9, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_11a6d9b2a0c8e5f1/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_11a6d9b2a0c8e5f1/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9019e43d8f281475751f6152abdd68442fd44b9a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_11a6d9b2a0c8e5f1/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T15:58:49.996842+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": 3271.54, "started_at": "2026-05-19T15:58:46.724548+00:00", "ended_at": "2026-05-19T15:58:49.996113+00:00", "prompt_metrics": {"chars": 4721, "bytes_utf8": 4721, "lines": 156, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40f6-0ad9-7ac0-984b-bf457540caf7\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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": "2026-05-19T15:58:53.928165+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": 2929.17, "started_at": "2026-05-19T15:58:50.998205+00:00", "ended_at": "2026-05-19T15:58:53.927418+00:00", "prompt_metrics": {"chars": 4721, "bytes_utf8": 4721, "lines": 156, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40f6-1b82-7580-b11e-977a9b6c04dd\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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_a/n20/artifacts/v2q_n20_12e0873a18589d12/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_12e0873a18589d12/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..91fd5d0f2c33bb3585151dbedaf1f17590bfafcc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_12e0873a18589d12/final_answer.txt @@ -0,0 +1 @@ +No rows were returned for: Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=V, measure_col=RH. \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_12e0873a18589d12/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_12e0873a18589d12/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..ffee6ae360d1157d8f8e83caca7f9a25c840046b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_12e0873a18589d12/generated_sql.sql @@ -0,0 +1,27 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: n20 +-- 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_tpch_relative_total_threshold +-- query_record_id: v2q_n20_12e0873a18589d12 +-- problem_id: v2p_n20_869328ea83b98429 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT CAST("V" AS REAL) AS "V", SUM(CAST("RH" AS REAL)) AS "group_value" + FROM "n20" + WHERE "V" IS NOT NULL AND "RH" IS NOT NULL + GROUP BY CAST("V" AS REAL) +), total AS ( + SELECT SUM("group_value") AS "total_value" + FROM grouped +) +SELECT g."V", g."group_value" +FROM grouped AS g +CROSS JOIN total AS t +WHERE g."group_value" > t."total_value" * 0.1 +ORDER BY g."group_value" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_12e0873a18589d12/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_12e0873a18589d12/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..803b2bcc62db096d27e93e3dff8dc96ec36649ca --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_12e0873a18589d12/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_tpch_relative_total_threshold\nWITH grouped AS (\n SELECT CAST(\"V\" AS REAL) AS \"V\", SUM(CAST(\"RH\" AS REAL)) AS \"group_value\"\n FROM \"n20\"\n WHERE \"V\" IS NOT NULL AND \"RH\" IS NOT NULL\n GROUP BY CAST(\"V\" AS REAL)\n), total AS (\n SELECT SUM(\"group_value\") AS \"total_value\"\n FROM grouped\n)\nSELECT g.\"V\", g.\"group_value\"\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.\"group_value\" > t.\"total_value\" * 0.1\nORDER BY g.\"group_value\" DESC;", "result": "{\"query\": \"-- template_id: tpl_tpch_relative_total_threshold\\nWITH grouped AS (\\n SELECT CAST(\\\"V\\\" AS REAL) AS \\\"V\\\", SUM(CAST(\\\"RH\\\" AS REAL)) AS \\\"group_value\\\"\\n FROM \\\"n20\\\"\\n WHERE \\\"V\\\" IS NOT NULL AND \\\"RH\\\" IS NOT NULL\\n GROUP BY CAST(\\\"V\\\" AS REAL)\\n), total AS (\\n SELECT SUM(\\\"group_value\\\") AS \\\"total_value\\\"\\n FROM grouped\\n)\\nSELECT g.\\\"V\\\", g.\\\"group_value\\\"\\nFROM grouped AS g\\nCROSS JOIN total AS t\\nWHERE g.\\\"group_value\\\" > t.\\\"total_value\\\" * 0.1\\nORDER BY g.\\\"group_value\\\" DESC;\", \"columns\": [\"V\", \"group_value\"], \"rows\": [], \"row_count_returned\": 0, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 11.47}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_12e0873a18589d12/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_12e0873a18589d12/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..27598138ce4958b4a59d9698d934755561ca08d0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_12e0873a18589d12/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "n20", + "started_at": "2026-05-19T15:47:38.837183+00:00", + "ended_at": "2026-05-19T15:47:52.399081+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n20_12e0873a18589d12", + "problem_id": "v2p_n20_869328ea83b98429", + "dataset_id": "n20", + "template_id": "tpl_tpch_relative_total_threshold", + "template_name": "Relative-to-Total Extreme Threshold", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_mass_similarity", + "intended_facet_id": "tail_ranked_signal", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=V, measure_col=RH.", + "bindings": { + "group_col": "V", + "measure_col": "RH", + "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": 84.83, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=rule", + "problem_index_within_template=4", + "sql_variant_index=1/2", + "binding_index=75" + ], + "template_selection_mode": "rule", + "selected_template_rank": 7, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/sql/v2q_n20_12e0873a18589d12.sql", + "usage_summary": { + "dataset_id": "n20", + "model": "v2-cli:codex", + "run_id": "v2q_n20_12e0873a18589d12", + "api_calls": 0, + "input_tokens": 13656, + "cached_input_tokens": 12672, + "output_tokens": 557, + "total_tokens": 14213, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13544.14, + "sql_execution_elapsed_ms_total": 11.47, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_12e0873a18589d12/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_12e0873a18589d12/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_12e0873a18589d12/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..999011010258e98ea11289436f8988ab70205c56 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_12e0873a18589d12/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:47:52.385046+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": 13544.14, "started_at": "2026-05-19T15:47:38.839513+00:00", "ended_at": "2026-05-19T15:47:52.383704+00:00", "prompt_metrics": {"chars": 5097, "bytes_utf8": 5097, "lines": 156, "estimated_tokens": null}, "response_metrics": {"chars": 684, "bytes_utf8": 684, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13656, "cached_input_tokens": 12672, "output_tokens": 557, "reasoning_output_tokens": 360}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tpch_relative_total_threshold\\nWITH grouped AS (\\n SELECT CAST(\\\"V\\\" AS REAL) AS \\\"V\\\", SUM(CAST(\\\"RH\\\" AS REAL)) AS \\\"group_value\\\"\\n FROM \\\"n20\\\"\\n WHERE \\\"V\\\" IS NOT NULL AND \\\"RH\\\" IS NOT NULL\\n GROUP BY CAST(\\\"V\\\" AS REAL)\\n), total AS (\\n SELECT SUM(\\\"group_value\\\") AS \\\"total_value\\\"\\n FROM grouped\\n)\\nSELECT g.\\\"V\\\", g.\\\"group_value\\\"\\nFROM grouped AS g\\nCROSS JOIN total AS t\\nWHERE g.\\\"group_value\\\" > t.\\\"total_value\\\" * 0.1\\nORDER BY g.\\\"group_value\\\" DESC;\",\"notes\":\"Uses the requested Relative-to-Total Extreme Threshold template with group_col=V and measure_col=RH, casting both TEXT columns to REAL for SQLite numeric aggregation.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_12e0873a18589d12/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_12e0873a18589d12/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..ac9ac1f13121a3822eaa851c17f47b89b9cd9d64 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_12e0873a18589d12/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n20", + "model": "v2-cli:codex", + "run_id": "v2q_n20_12e0873a18589d12", + "api_calls": 0, + "input_tokens": 13656, + "cached_input_tokens": 12672, + "output_tokens": 557, + "total_tokens": 14213, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13544.14, + "sql_execution_elapsed_ms_total": 11.47, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_12e0873a18589d12/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_12ea1ed310e9a0b6/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_12ea1ed310e9a0b6/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1800e0d13c0bb9f2afe34cd5d83bd6a490c0ca1e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_12ea1ed310e9a0b6/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 4628, "bytes_utf8": 4628, "lines": 156, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 462, "bytes_utf8": 462, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13530, "cached_input_tokens": 12672, "output_tokens": 1746, "reasoning_output_tokens": 1613}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_12ea1ed310e9a0b6/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_12ea1ed310e9a0b6/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..9643934b97171b294fb638fe614932ed331b9081 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_12ea1ed310e9a0b6/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": "n20", + "model": "v2-cli:codex", + "run_id": "v2q_n20_12ea1ed310e9a0b6", + "api_calls": 0, + "input_tokens": 13530, + "cached_input_tokens": 12672, + "output_tokens": 1746, + "total_tokens": 15276, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 29342.59, + "sql_execution_elapsed_ms_total": 41.7, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_12ea1ed310e9a0b6/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_12ea1ed310e9a0b6/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_12ea1ed310e9a0b6/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..c8cf23e7364687c8b436e3566bf0fd1bb19e75eb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_12ea1ed310e9a0b6/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": "2026-05-19T15:40:01.974979+00:00", + "ended_at": "2026-05-19T15:40:31.317609+00:00", + "elapsed_ms": 29342.59, + "prompt_metrics": { + "chars": 4628, + "bytes_utf8": 4628, + "lines": 156, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 841, + "bytes_utf8": 841, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 462, + "bytes_utf8": 462, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13530, + "cached_input_tokens": 12672, + "output_tokens": 1746, + "reasoning_output_tokens": 1613 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_12ea1ed310e9a0b6/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_12ea1ed310e9a0b6/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..35cbba58765a2f136652326f9442e3ef75095f1a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_12ea1ed310e9a0b6/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,156 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n20 +- dataset_name: Combined Cycle Power Plant +- table_name: n20 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 4 feature columns and target `PE`. +- task_type: regression +- target_column: PE +- main_row_count: 9568 +- important_fields: +- AT: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for AT. +- V: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'subgroup_candidate'] desc=Numeric field for V. +- AP: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for AP. +- RH: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for RH. +- PE: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for PE. +- useful_field_combinations: [['V', 'AT', 'PE'], ['AT', 'V', 'PE']] +- fields_requiring_caution: ['PE', 'AT', 'V', 'AP'] +- source_url: https://archive.ics.uci.edu/dataset/294/combined+cycle+power+plant + +SQLite schema snapshot: +{ + "table_name": "n20", + "quoted_table_name": "\"n20\"", + "row_count": 9568, + "columns": [ + { + "name": "AT", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "AP", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PE", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "AT": "14.96", + "V": "41.76", + "AP": "1024.07", + "RH": "73.17", + "PE": "463.26" + }, + { + "AT": "25.18", + "V": "62.96", + "AP": "1020.04", + "RH": "59.08", + "PE": "444.37" + }, + { + "AT": "5.1100000000000003", + "V": "39.4", + "AP": "1012.16", + "RH": "92.14", + "PE": "488.56" + }, + { + "AT": "20.86", + "V": "57.32", + "AP": "1010.24", + "RH": "76.64", + "PE": "446.48" + }, + { + "AT": "10.82", + "V": "37.5", + "AP": "1009.23", + "RH": "96.62", + "PE": "473.9" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n20", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=V, measure_col=AT.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "V", + "measure_col": "AT", + "top_k": 13, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 25.72, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_12ea1ed310e9a0b6/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_12ea1ed310e9a0b6/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..2159868e56c774bac5b171fb457d6718eeab5577 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_12ea1ed310e9a0b6/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e4-e161-7873-948d-2ef31f7c4cfd"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT\\n CAST(\\\"V\\\" AS REAL) AS \\\"V\\\",\\n AVG(CAST(\\\"AT\\\" AS REAL)) OVER (PARTITION BY CAST(\\\"V\\\" AS REAL)) AS \\\"avg_measure\\\"\\nFROM \\\"n20\\\"\\nWHERE \\\"V\\\" IS NOT NULL\\n AND \\\"AT\\\" IS NOT NULL\\nORDER BY \\\"avg_measure\\\" DESC;\",\"notes\":\"Applied the Window Partition Average template with group_col=\\\"V\\\" and measure_col=\\\"AT\\\". Casts to REAL are used because the schema stores numeric values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13530,"cached_input_tokens":12672,"output_tokens":1746,"reasoning_output_tokens":1613}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_12ea1ed310e9a0b6/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_12ea1ed310e9a0b6/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d5ef7b5ac68dfa053a4ff8d2295437a50b2a81e1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_12ea1ed310e9a0b6/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT\n CAST(\"V\" AS REAL) AS \"V\",\n AVG(CAST(\"AT\" AS REAL)) OVER (PARTITION BY CAST(\"V\" AS REAL)) AS \"avg_measure\"\nFROM \"n20\"\nWHERE \"V\" IS NOT NULL\n AND \"AT\" IS NOT NULL\nORDER BY \"avg_measure\" DESC;","notes":"Applied the Window Partition Average template with group_col=\"V\" and measure_col=\"AT\". Casts to REAL are used because the schema stores numeric values as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_12ea1ed310e9a0b6/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_12ea1ed310e9a0b6/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_12ea1ed310e9a0b6/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_12ea1ed310e9a0b6/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..20a55d3a6039a7595bccf974ead47bb1ee5f6dbe --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_12ea1ed310e9a0b6/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Window Partition Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=V, measure_col=AT. +Result preview: [{"V": 44.37, "avg_measure": 32.45}, {"V": 80.18, "avg_measure": 32.086}, {"V": 73.03, "avg_measure": 32.04461538461538}, {"V": 53.53, "avg_measure": 31.99}, {"V": 62.04, "avg_measure": 31.802500000000002}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_12ea1ed310e9a0b6/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_12ea1ed310e9a0b6/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..88229fcbb41396e77b73294d32a656e25a534709 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_12ea1ed310e9a0b6/generated_sql.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: n20 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_n20_12ea1ed310e9a0b6 +-- problem_id: v2p_n20_dbb9702ee765cca3 +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT + CAST("V" AS REAL) AS "V", + AVG(CAST("AT" AS REAL)) OVER (PARTITION BY CAST("V" AS REAL)) AS "avg_measure" +FROM "n20" +WHERE "V" IS NOT NULL + AND "AT" IS NOT NULL +ORDER BY "avg_measure" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_12ea1ed310e9a0b6/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_12ea1ed310e9a0b6/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..57f0feea19118b7af1c14569752845bb147dfbc4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_12ea1ed310e9a0b6/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_window_partition_avg\nSELECT DISTINCT\n CAST(\"V\" AS REAL) AS \"V\",\n AVG(CAST(\"AT\" AS REAL)) OVER (PARTITION BY CAST(\"V\" AS REAL)) AS \"avg_measure\"\nFROM \"n20\"\nWHERE \"V\" IS NOT NULL\n AND \"AT\" IS NOT NULL\nORDER BY \"avg_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT\\n CAST(\\\"V\\\" AS REAL) AS \\\"V\\\",\\n AVG(CAST(\\\"AT\\\" AS REAL)) OVER (PARTITION BY CAST(\\\"V\\\" AS REAL)) AS \\\"avg_measure\\\"\\nFROM \\\"n20\\\"\\nWHERE \\\"V\\\" IS NOT NULL\\n AND \\\"AT\\\" IS NOT NULL\\nORDER BY \\\"avg_measure\\\" DESC;\", \"columns\": [\"V\", \"avg_measure\"], \"rows\": [{\"V\": 44.37, \"avg_measure\": 32.45}, {\"V\": 80.18, \"avg_measure\": 32.086}, {\"V\": 73.03, \"avg_measure\": 32.04461538461538}, {\"V\": 53.53, \"avg_measure\": 31.99}, {\"V\": 62.04, \"avg_measure\": 31.802500000000002}, {\"V\": 74.34, \"avg_measure\": 31.431538461538462}, {\"V\": 62.7, \"avg_measure\": 31.32}, {\"V\": 72.29, \"avg_measure\": 31.309166666666666}, {\"V\": 71.22, \"avg_measure\": 31.302}, {\"V\": 79.05, \"avg_measure\": 31.22}, {\"V\": 73.88, \"avg_measure\": 31.202999999999996}, {\"V\": 67.48, \"avg_measure\": 31.145}, {\"V\": 73.56, \"avg_measure\": 30.966428571428573}, {\"V\": 70.8, \"avg_measure\": 30.805714285714284}, {\"V\": 73.91, \"avg_measure\": 30.72625}, {\"V\": 72.25, \"avg_measure\": 30.686666666666667}, {\"V\": 53.3, \"avg_measure\": 30.63}, {\"V\": 72.86, \"avg_measure\": 30.506666666666664}, {\"V\": 69.82, \"avg_measure\": 30.504285714285714}, {\"V\": 69.98, \"avg_measure\": 30.487142857142857}, {\"V\": 70.83, \"avg_measure\": 30.465}, {\"V\": 65.74, \"avg_measure\": 30.441666666666666}, {\"V\": 56.24, \"avg_measure\": 30.44}, {\"V\": 75.08, \"avg_measure\": 30.422307692307694}, {\"V\": 71.8, \"avg_measure\": 30.321111111111108}, {\"V\": 77.17, \"avg_measure\": 30.314666666666668}, {\"V\": 78.05, \"avg_measure\": 30.21142857142857}, {\"V\": 58.9, \"avg_measure\": 30.173333333333332}, {\"V\": 69.88, \"avg_measure\": 30.139444444444443}, {\"V\": 68.27, \"avg_measure\": 30.112142857142857}, {\"V\": 67.22, \"avg_measure\": 30.060000000000002}, {\"V\": 78.87, \"avg_measure\": 30.035}, {\"V\": 62.34, \"avg_measure\": 30.01}, {\"V\": 69.75, \"avg_measure\": 29.977777777777778}, {\"V\": 76.09, \"avg_measure\": 29.875384615384615}, {\"V\": 68.51, \"avg_measure\": 29.851363636363637}, {\"V\": 61.85, \"avg_measure\": 29.85}, {\"V\": 74.16, \"avg_measure\": 29.804761904761904}, {\"V\": 75.33, \"avg_measure\": 29.763076923076923}, {\"V\": 64.96, \"avg_measure\": 29.745263157894737}, {\"V\": 57.35, \"avg_measure\": 29.7}, {\"V\": 72.51, \"avg_measure\": 29.61}, {\"V\": 76.2, \"avg_measure\": 29.56153846153846}, {\"V\": 71.32, \"avg_measure\": 29.5575}, {\"V\": 68.84, \"avg_measure\": 29.534285714285716}, {\"V\": 79.74, \"avg_measure\": 29.511875}, {\"V\": 68.14, \"avg_measure\": 29.490454545454543}, {\"V\": 68.94, \"avg_measure\": 29.480434782608693}, {\"V\": 69.4, \"avg_measure\": 29.46}, {\"V\": 77.24, \"avg_measure\": 29.400000000000002}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 41.7}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_12ea1ed310e9a0b6/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_12ea1ed310e9a0b6/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..89c4515d55c9d4d581156c0c1e03394721199294 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_12ea1ed310e9a0b6/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "n20", + "started_at": "2026-05-19T15:40:01.973637+00:00", + "ended_at": "2026-05-19T15:40:31.363145+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n20_12ea1ed310e9a0b6", + "problem_id": "v2p_n20_dbb9702ee765cca3", + "dataset_id": "n20", + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=V, measure_col=AT.", + "bindings": { + "group_col": "V", + "measure_col": "AT", + "top_k": 13, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 25.72, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=rule", + "problem_index_within_template=1", + "sql_variant_index=1/2", + "binding_index=48" + ], + "template_selection_mode": "rule", + "selected_template_rank": 5, + "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_a/n20/sql/v2q_n20_12ea1ed310e9a0b6.sql", + "usage_summary": { + "dataset_id": "n20", + "model": "v2-cli:codex", + "run_id": "v2q_n20_12ea1ed310e9a0b6", + "api_calls": 0, + "input_tokens": 13530, + "cached_input_tokens": 12672, + "output_tokens": 1746, + "total_tokens": 15276, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 29342.59, + "sql_execution_elapsed_ms_total": 41.7, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_12ea1ed310e9a0b6/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_12ea1ed310e9a0b6/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_12ea1ed310e9a0b6/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a5bcaf182fd2dc1033b68068dbe85e3f49b23d2f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_12ea1ed310e9a0b6/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:40:31.318966+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": 29342.59, "started_at": "2026-05-19T15:40:01.974979+00:00", "ended_at": "2026-05-19T15:40:31.317609+00:00", "prompt_metrics": {"chars": 4628, "bytes_utf8": 4628, "lines": 156, "estimated_tokens": null}, "response_metrics": {"chars": 462, "bytes_utf8": 462, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13530, "cached_input_tokens": 12672, "output_tokens": 1746, "reasoning_output_tokens": 1613}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT\\n CAST(\\\"V\\\" AS REAL) AS \\\"V\\\",\\n AVG(CAST(\\\"AT\\\" AS REAL)) OVER (PARTITION BY CAST(\\\"V\\\" AS REAL)) AS \\\"avg_measure\\\"\\nFROM \\\"n20\\\"\\nWHERE \\\"V\\\" IS NOT NULL\\n AND \\\"AT\\\" IS NOT NULL\\nORDER BY \\\"avg_measure\\\" DESC;\",\"notes\":\"Applied the Window Partition Average template with group_col=\\\"V\\\" and measure_col=\\\"AT\\\". Casts to REAL are used because the schema stores numeric values as TEXT.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_12ea1ed310e9a0b6/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_12ea1ed310e9a0b6/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..0dc4cabf800082e05c207eebcf5fde872cfd0fe7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_12ea1ed310e9a0b6/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n20", + "model": "v2-cli:codex", + "run_id": "v2q_n20_12ea1ed310e9a0b6", + "api_calls": 0, + "input_tokens": 13530, + "cached_input_tokens": 12672, + "output_tokens": 1746, + "total_tokens": 15276, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 29342.59, + "sql_execution_elapsed_ms_total": 41.7, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_12ea1ed310e9a0b6/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_144b1114b2fde16c/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_144b1114b2fde16c/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..b901bcd5a39d6bf35c9ffd00eaa4c46148ebcec4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_144b1114b2fde16c/run_manifest.json @@ -0,0 +1,67 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "n20", + "started_at": "2026-05-19T16:04:43.779568+00:00", + "ended_at": "2026-05-19T16:04:53.285183+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n20_144b1114b2fde16c", + "problem_id": "v2p_n20_fb87e65e5260ca7f", + "dataset_id": "n20", + "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=V.", + "bindings": { + "group_col": "V", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 25.72, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=rule", + "problem_index_within_template=5", + "sql_variant_index=1/2", + "binding_index=124" + ], + "template_selection_mode": "rule", + "selected_template_rank": 11, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_144b1114b2fde16c/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_144b1114b2fde16c/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..908b9731a90261c38ee343fa08d73d327274d4e4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_144b1114b2fde16c/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:04:49.487457+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": 5705.13, "started_at": "2026-05-19T16:04:43.780813+00:00", "ended_at": "2026-05-19T16:04:49.485980+00:00", "prompt_metrics": {"chars": 4543, "bytes_utf8": 4543, "lines": 154, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40fb-7d80-7123-84d8-8068f9163634\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:04:53.285090+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": 2795.46, "started_at": "2026-05-19T16:04:50.488830+00:00", "ended_at": "2026-05-19T16:04:53.284333+00:00", "prompt_metrics": {"chars": 4543, "bytes_utf8": 4543, "lines": 154, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40fb-97eb-71f2-8347-81e0956ab608\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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_a/n20/artifacts/v2q_n20_149c9deaddbb6c37/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_149c9deaddbb6c37/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..eff5859598e3af97055fe23869ae683f3387ee34 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_149c9deaddbb6c37/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 4805, "bytes_utf8": 4805, "lines": 159, "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": 13586, "cached_input_tokens": 12672, "output_tokens": 625, "reasoning_output_tokens": 516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_149c9deaddbb6c37/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_149c9deaddbb6c37/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..f6c67d11801a130282bc2c7b26fbf595017ae4c9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_149c9deaddbb6c37/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": "n20", + "model": "v2-cli:codex", + "run_id": "v2q_n20_149c9deaddbb6c37", + "api_calls": 0, + "input_tokens": 13586, + "cached_input_tokens": 12672, + "output_tokens": 625, + "total_tokens": 14211, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13572.41, + "sql_execution_elapsed_ms_total": 6.4, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_149c9deaddbb6c37/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_149c9deaddbb6c37/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_149c9deaddbb6c37/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..bee182e4d3aa34b14617ec83012bb7fd3dd370c0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_149c9deaddbb6c37/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:00:51.434306+00:00", + "ended_at": "2026-05-19T16:01:05.006741+00:00", + "elapsed_ms": 13572.41, + "prompt_metrics": { + "chars": 4805, + "bytes_utf8": 4805, + "lines": 159, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 739, + "bytes_utf8": 739, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 376, + "bytes_utf8": 376, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13586, + "cached_input_tokens": 12672, + "output_tokens": 625, + "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_a/n20/artifacts/v2q_n20_149c9deaddbb6c37/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_149c9deaddbb6c37/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0e6609c2f959ca0efa0d6fc41159da47fc838e8c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_149c9deaddbb6c37/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,159 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n20 +- dataset_name: Combined Cycle Power Plant +- table_name: n20 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 4 feature columns and target `PE`. +- task_type: regression +- target_column: PE +- main_row_count: 9568 +- important_fields: +- AT: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for AT. +- V: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'subgroup_candidate'] desc=Numeric field for V. +- AP: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for AP. +- RH: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for RH. +- PE: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for PE. +- useful_field_combinations: [['V', 'AT', 'PE'], ['AT', 'V', 'PE']] +- fields_requiring_caution: ['PE', 'AT', 'V', 'AP'] +- source_url: https://archive.ics.uci.edu/dataset/294/combined+cycle+power+plant + +SQLite schema snapshot: +{ + "table_name": "n20", + "quoted_table_name": "\"n20\"", + "row_count": 9568, + "columns": [ + { + "name": "AT", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "AP", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PE", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "AT": "14.96", + "V": "41.76", + "AP": "1024.07", + "RH": "73.17", + "PE": "463.26" + }, + { + "AT": "25.18", + "V": "62.96", + "AP": "1020.04", + "RH": "59.08", + "PE": "444.37" + }, + { + "AT": "5.1100000000000003", + "V": "39.4", + "AP": "1012.16", + "RH": "92.14", + "PE": "488.56" + }, + { + "AT": "20.86", + "V": "57.32", + "AP": "1010.24", + "RH": "76.64", + "PE": "446.48" + }, + { + "AT": "10.82", + "V": "37.5", + "AP": "1009.23", + "RH": "96.62", + "PE": "473.9" + } + ] +} + +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": "n20", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=V, condition_col=PE.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "V", + "condition_col": "PE", + "condition_value": "468.8", + "positive_value": "468.8", + "negative_value": "434.01", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 25.72, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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_a/n20/artifacts/v2q_n20_149c9deaddbb6c37/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_149c9deaddbb6c37/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..5f8d88930877180b773fdae3f7e26eb3a3038997 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_149c9deaddbb6c37/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f7-f222-7422-a83b-662e41c60c0a"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"V\\\",\\n AVG(CASE WHEN CAST(\\\"PE\\\" AS REAL) = 468.8 THEN 1 ELSE 0 END) AS \\\"condition_rate\\\"\\nFROM \\\"n20\\\"\\nGROUP BY \\\"V\\\"\\nORDER BY \\\"condition_rate\\\" DESC;\",\"notes\":\"Uses grouped condition rate with group_col=\\\"V\\\" and condition_col=\\\"PE\\\"; CAST is applied because the schema stores numeric values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13586,"cached_input_tokens":12672,"output_tokens":625,"reasoning_output_tokens":516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_149c9deaddbb6c37/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_149c9deaddbb6c37/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..33bc4988938711a1190d5dbbbfb7dd9374301543 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_149c9deaddbb6c37/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"V\",\n AVG(CASE WHEN CAST(\"PE\" AS REAL) = 468.8 THEN 1 ELSE 0 END) AS \"condition_rate\"\nFROM \"n20\"\nGROUP BY \"V\"\nORDER BY \"condition_rate\" DESC;","notes":"Uses grouped condition rate with group_col=\"V\" and condition_col=\"PE\"; CAST is applied because the schema stores numeric values as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_149c9deaddbb6c37/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_149c9deaddbb6c37/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_14b8d12d2f3a3fa3/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_14b8d12d2f3a3fa3/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..a8301f3062bf5dcf5d40d179794211c513395fcb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_14b8d12d2f3a3fa3/final_answer.txt @@ -0,0 +1 @@ +No rows were returned for: Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=V, measure_col=AT. \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_14b8d12d2f3a3fa3/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_14b8d12d2f3a3fa3/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..6d45c63f6014d65dd59f9125db4c45207525d6f0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_14b8d12d2f3a3fa3/generated_sql.sql @@ -0,0 +1,32 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: n20 +-- 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_tpch_relative_total_threshold +-- query_record_id: v2q_n20_14b8d12d2f3a3fa3 +-- problem_id: v2p_n20_3c2fb797b75617e4 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT + "V", + SUM(CAST("AT" AS REAL)) AS group_value + FROM "n20" + WHERE "V" IS NOT NULL + AND "V" <> '' + AND "AT" IS NOT NULL + AND "AT" <> '' + GROUP BY "V" +), total AS ( + SELECT SUM(group_value) AS total_value + FROM grouped +) +SELECT g."V", g.group_value +FROM grouped AS g +CROSS JOIN total AS t +WHERE g.group_value > t.total_value * 0.05 +ORDER BY g.group_value DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_14b8d12d2f3a3fa3/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_14b8d12d2f3a3fa3/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b81a132c1cfc0a6e5a3425b07f309b7d6dc098b2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_14b8d12d2f3a3fa3/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_tpch_relative_total_threshold\nWITH grouped AS (\n SELECT\n \"V\",\n SUM(CAST(\"AT\" AS REAL)) AS group_value\n FROM \"n20\"\n WHERE \"V\" IS NOT NULL\n AND \"V\" <> ''\n AND \"AT\" IS NOT NULL\n AND \"AT\" <> ''\n GROUP BY \"V\"\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.\"V\", g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * 0.05\nORDER BY g.group_value DESC;", "result": "{\"query\": \"-- template_id: tpl_tpch_relative_total_threshold\\nWITH grouped AS (\\n SELECT\\n \\\"V\\\",\\n SUM(CAST(\\\"AT\\\" AS REAL)) AS group_value\\n FROM \\\"n20\\\"\\n WHERE \\\"V\\\" IS NOT NULL\\n AND \\\"V\\\" <> ''\\n AND \\\"AT\\\" IS NOT NULL\\n AND \\\"AT\\\" <> ''\\n GROUP BY \\\"V\\\"\\n), total AS (\\n SELECT SUM(group_value) AS total_value\\n FROM grouped\\n)\\nSELECT g.\\\"V\\\", g.group_value\\nFROM grouped AS g\\nCROSS JOIN total AS t\\nWHERE g.group_value > t.total_value * 0.05\\nORDER BY g.group_value DESC;\", \"columns\": [\"V\", \"group_value\"], \"rows\": [], \"row_count_returned\": 0, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 16.21}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_14b8d12d2f3a3fa3/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_14b8d12d2f3a3fa3/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..6eeca983ecea041ab2ebac5bfd365427aeac75fe --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_14b8d12d2f3a3fa3/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "n20", + "started_at": "2026-05-19T15:48:16.118629+00:00", + "ended_at": "2026-05-19T15:48:34.717273+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n20_14b8d12d2f3a3fa3", + "problem_id": "v2p_n20_3c2fb797b75617e4", + "dataset_id": "n20", + "template_id": "tpl_tpch_relative_total_threshold", + "template_name": "Relative-to-Total Extreme Threshold", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_mass_similarity", + "intended_facet_id": "tail_ranked_signal", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=V, measure_col=AT.", + "bindings": { + "group_col": "V", + "measure_col": "AT", + "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": 23.99, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=rule", + "problem_index_within_template=5", + "sql_variant_index=2/2", + "binding_index=76" + ], + "template_selection_mode": "rule", + "selected_template_rank": 7, + "problem_index_within_template": 5, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/sql/v2q_n20_14b8d12d2f3a3fa3.sql", + "usage_summary": { + "dataset_id": "n20", + "model": "v2-cli:codex", + "run_id": "v2q_n20_14b8d12d2f3a3fa3", + "api_calls": 0, + "input_tokens": 13656, + "cached_input_tokens": 12672, + "output_tokens": 532, + "total_tokens": 14188, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 18576.86, + "sql_execution_elapsed_ms_total": 16.21, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_14b8d12d2f3a3fa3/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_14b8d12d2f3a3fa3/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_14b8d12d2f3a3fa3/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3949a7ba346936b4c391fca7223f2b0967de2b10 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_14b8d12d2f3a3fa3/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:48:34.698073+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": 18576.86, "started_at": "2026-05-19T15:48:16.119611+00:00", "ended_at": "2026-05-19T15:48:34.696501+00:00", "prompt_metrics": {"chars": 5099, "bytes_utf8": 5099, "lines": 156, "estimated_tokens": null}, "response_metrics": {"chars": 745, "bytes_utf8": 745, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13656, "cached_input_tokens": 12672, "output_tokens": 532, "reasoning_output_tokens": 326}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tpch_relative_total_threshold\\nWITH grouped AS (\\n SELECT\\n \\\"V\\\",\\n SUM(CAST(\\\"AT\\\" AS REAL)) AS group_value\\n FROM \\\"n20\\\"\\n WHERE \\\"V\\\" IS NOT NULL\\n AND \\\"V\\\" <> ''\\n AND \\\"AT\\\" IS NOT NULL\\n AND \\\"AT\\\" <> ''\\n GROUP BY \\\"V\\\"\\n), total AS (\\n SELECT SUM(group_value) AS total_value\\n FROM grouped\\n)\\nSELECT g.\\\"V\\\", g.group_value\\nFROM grouped AS g\\nCROSS JOIN total AS t\\nWHERE g.group_value > t.total_value * 0.05\\nORDER BY g.group_value DESC;\",\"notes\":\"Applied the Relative-to-Total Extreme Threshold template with group_col=\\\"V\\\" and measure_col=\\\"AT\\\". Cast \\\"AT\\\" from TEXT to REAL for aggregation and filtered empty/null values for stable numeric behavior.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_14b8d12d2f3a3fa3/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_14b8d12d2f3a3fa3/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..6529492c97d519e838cf6fb2f48c669029bffdda --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_14b8d12d2f3a3fa3/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n20", + "model": "v2-cli:codex", + "run_id": "v2q_n20_14b8d12d2f3a3fa3", + "api_calls": 0, + "input_tokens": 13656, + "cached_input_tokens": 12672, + "output_tokens": 532, + "total_tokens": 14188, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 18576.86, + "sql_execution_elapsed_ms_total": 16.21, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_14b8d12d2f3a3fa3/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_19627e114c3c75b8/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_19627e114c3c75b8/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..f1099e39c31c5c6488602e56ae1f58b816542de5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_19627e114c3c75b8/final_answer.txt @@ -0,0 +1 @@ +No rows were returned for: Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=V, measure_col=RH. \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_19627e114c3c75b8/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_19627e114c3c75b8/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..b08a1b2ae9f8a06418cca301ef96541708d06c81 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_19627e114c3c75b8/generated_sql.sql @@ -0,0 +1,26 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: n20 +-- 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_tpch_relative_total_threshold +-- query_record_id: v2q_n20_19627e114c3c75b8 +-- problem_id: v2p_n20_4fc05abb2660acdd +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT CAST("V" AS REAL) AS "V", SUM(CAST("RH" AS REAL)) AS "group_value" + FROM "n20" + GROUP BY CAST("V" AS REAL) +), total AS ( + SELECT SUM("group_value") AS "total_value" + FROM grouped +) +SELECT g."V", g."group_value" +FROM grouped AS g +CROSS JOIN total AS t +WHERE g."group_value" > t."total_value" * 0.05 +ORDER BY g."group_value" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_19627e114c3c75b8/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_19627e114c3c75b8/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c7aaa917b99b043eac62eed812be036ebacfd0ac --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_19627e114c3c75b8/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_tpch_relative_total_threshold\nWITH grouped AS (\n SELECT CAST(\"V\" AS REAL) AS \"V\", SUM(CAST(\"RH\" AS REAL)) AS \"group_value\"\n FROM \"n20\"\n GROUP BY CAST(\"V\" AS REAL)\n), total AS (\n SELECT SUM(\"group_value\") AS \"total_value\"\n FROM grouped\n)\nSELECT g.\"V\", g.\"group_value\"\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.\"group_value\" > t.\"total_value\" * 0.05\nORDER BY g.\"group_value\" DESC;", "result": "{\"query\": \"-- template_id: tpl_tpch_relative_total_threshold\\nWITH grouped AS (\\n SELECT CAST(\\\"V\\\" AS REAL) AS \\\"V\\\", SUM(CAST(\\\"RH\\\" AS REAL)) AS \\\"group_value\\\"\\n FROM \\\"n20\\\"\\n GROUP BY CAST(\\\"V\\\" AS REAL)\\n), total AS (\\n SELECT SUM(\\\"group_value\\\") AS \\\"total_value\\\"\\n FROM grouped\\n)\\nSELECT g.\\\"V\\\", g.\\\"group_value\\\"\\nFROM grouped AS g\\nCROSS JOIN total AS t\\nWHERE g.\\\"group_value\\\" > t.\\\"total_value\\\" * 0.05\\nORDER BY g.\\\"group_value\\\" DESC;\", \"columns\": [\"V\", \"group_value\"], \"rows\": [], \"row_count_returned\": 0, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 10.91}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_19627e114c3c75b8/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_19627e114c3c75b8/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..c8b4913471b5b0e62c50c83ddee1197e435bc8f3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_19627e114c3c75b8/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "n20", + "started_at": "2026-05-19T15:49:36.434358+00:00", + "ended_at": "2026-05-19T15:49:51.058850+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n20_19627e114c3c75b8", + "problem_id": "v2p_n20_4fc05abb2660acdd", + "dataset_id": "n20", + "template_id": "tpl_tpch_relative_total_threshold", + "template_name": "Relative-to-Total Extreme Threshold", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_mass_similarity", + "intended_facet_id": "tail_ranked_signal", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=V, measure_col=RH.", + "bindings": { + "group_col": "V", + "measure_col": "RH", + "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": 81.4522, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=rule", + "problem_index_within_template=8", + "sql_variant_index=2/2", + "binding_index=79" + ], + "template_selection_mode": "rule", + "selected_template_rank": 7, + "problem_index_within_template": 8, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/sql/v2q_n20_19627e114c3c75b8.sql", + "usage_summary": { + "dataset_id": "n20", + "model": "v2-cli:codex", + "run_id": "v2q_n20_19627e114c3c75b8", + "api_calls": 0, + "input_tokens": 13655, + "cached_input_tokens": 12032, + "output_tokens": 694, + "total_tokens": 14349, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14609.54, + "sql_execution_elapsed_ms_total": 10.91, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_19627e114c3c75b8/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_19627e114c3c75b8/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_19627e114c3c75b8/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..611747e0f3b41690c0e16e44a9367b3d6b655de5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_19627e114c3c75b8/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:49:51.046128+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": 14609.54, "started_at": "2026-05-19T15:49:36.435568+00:00", "ended_at": "2026-05-19T15:49:51.045130+00:00", "prompt_metrics": {"chars": 5100, "bytes_utf8": 5100, "lines": 156, "estimated_tokens": null}, "response_metrics": {"chars": 663, "bytes_utf8": 663, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13655, "cached_input_tokens": 12032, "output_tokens": 694, "reasoning_output_tokens": 510}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tpch_relative_total_threshold\\nWITH grouped AS (\\n SELECT CAST(\\\"V\\\" AS REAL) AS \\\"V\\\", SUM(CAST(\\\"RH\\\" AS REAL)) AS \\\"group_value\\\"\\n FROM \\\"n20\\\"\\n GROUP BY CAST(\\\"V\\\" AS REAL)\\n), total AS (\\n SELECT SUM(\\\"group_value\\\") AS \\\"total_value\\\"\\n FROM grouped\\n)\\nSELECT g.\\\"V\\\", g.\\\"group_value\\\"\\nFROM grouped AS g\\nCROSS JOIN total AS t\\nWHERE g.\\\"group_value\\\" > t.\\\"total_value\\\" * 0.05\\nORDER BY g.\\\"group_value\\\" DESC;\",\"notes\":\"Applies the requested relative-to-total threshold template with group_col=\\\"V\\\" and measure_col=\\\"RH\\\", casting both from TEXT to REAL for SQLite-safe numeric grouping and aggregation.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_19627e114c3c75b8/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_19627e114c3c75b8/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..e1fa87434749109424817c3ae8b57db98df5c1ed --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_19627e114c3c75b8/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n20", + "model": "v2-cli:codex", + "run_id": "v2q_n20_19627e114c3c75b8", + "api_calls": 0, + "input_tokens": 13655, + "cached_input_tokens": 12032, + "output_tokens": 694, + "total_tokens": 14349, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14609.54, + "sql_execution_elapsed_ms_total": 10.91, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_19627e114c3c75b8/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_1abb53acc4da1e5c/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_1abb53acc4da1e5c/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..92060703ec325730d8612478e86853979198849d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_1abb53acc4da1e5c/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=V, measure_col=V. +Result preview: [{"V": "70.319999999999993", "total_measure": 4289.5199999999995}, {"V": "68.08", "total_measure": 3063.6}, {"V": "66.540000000000006", "total_measure": 2927.76}, {"V": "69.13", "total_measure": 2834.33}, {"V": "71.14", "total_measure": 2774.46}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_1abb53acc4da1e5c/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_1abb53acc4da1e5c/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..c88133f7badfd667dee1e6e599e03606efe8294f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_1abb53acc4da1e5c/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: n20 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_h2o_group_sum +-- query_record_id: v2q_n20_1abb53acc4da1e5c +-- problem_id: v2p_n20_4b79e2646c83ff20 +-- realization_mode: agent +-- source_kind: agent +SELECT "V", SUM(CAST("V" AS REAL)) AS total_measure +FROM "n20" +GROUP BY "V" +ORDER BY total_measure DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_1abb53acc4da1e5c/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_1abb53acc4da1e5c/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..246f779c984d38cfba39ff36d2c734e1eec97066 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_1abb53acc4da1e5c/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_h2o_group_sum\nSELECT \"V\", SUM(CAST(\"V\" AS REAL)) AS total_measure\nFROM \"n20\"\nGROUP BY \"V\"\nORDER BY total_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"V\\\", SUM(CAST(\\\"V\\\" AS REAL)) AS total_measure\\nFROM \\\"n20\\\"\\nGROUP BY \\\"V\\\"\\nORDER BY total_measure DESC;\", \"columns\": [\"V\", \"total_measure\"], \"rows\": [{\"V\": \"70.319999999999993\", \"total_measure\": 4289.5199999999995}, {\"V\": \"68.08\", \"total_measure\": 3063.6}, {\"V\": \"66.540000000000006\", \"total_measure\": 2927.76}, {\"V\": \"69.13\", \"total_measure\": 2834.33}, {\"V\": \"71.14\", \"total_measure\": 2774.46}, {\"V\": \"75.599999999999994\", \"total_measure\": 2721.6}, {\"V\": \"77.95\", \"total_measure\": 2572.35}, {\"V\": \"41.17\", \"total_measure\": 2511.37}, {\"V\": \"51.43\", \"total_measure\": 2417.21}, {\"V\": \"58.79\", \"total_measure\": 2410.39}, {\"V\": \"59.21\", \"total_measure\": 2368.4}, {\"V\": \"63.94\", \"total_measure\": 2110.02}, {\"V\": \"45.01\", \"total_measure\": 2070.46}, {\"V\": \"71.319999999999993\", \"total_measure\": 1996.9599999999998}, {\"V\": \"70.02\", \"total_measure\": 1960.56}, {\"V\": \"45.87\", \"total_measure\": 1926.54}, {\"V\": \"74.22\", \"total_measure\": 1781.28}, {\"V\": \"73.67\", \"total_measure\": 1768.08}, {\"V\": \"73.5\", \"total_measure\": 1764.0}, {\"V\": \"73.180000000000007\", \"total_measure\": 1756.3200000000002}, {\"V\": \"73.17\", \"total_measure\": 1756.08}, {\"V\": \"44.9\", \"total_measure\": 1751.1}, {\"V\": \"72.239999999999995\", \"total_measure\": 1733.7599999999998}, {\"V\": \"71.98\", \"total_measure\": 1727.52}, {\"V\": \"71.849999999999994\", \"total_measure\": 1724.3999999999999}, {\"V\": \"71.290000000000006\", \"total_measure\": 1710.96}, {\"V\": \"74.33\", \"total_measure\": 1709.59}, {\"V\": \"70.47\", \"total_measure\": 1691.28}, {\"V\": \"72.989999999999995\", \"total_measure\": 1678.77}, {\"V\": \"69.84\", \"total_measure\": 1676.16}, {\"V\": \"72.430000000000007\", \"total_measure\": 1665.89}, {\"V\": \"68.67\", \"total_measure\": 1648.08}, {\"V\": \"41.16\", \"total_measure\": 1646.3999999999999}, {\"V\": \"74.67\", \"total_measure\": 1642.74}, {\"V\": \"68.239999999999995\", \"total_measure\": 1637.7599999999998}, {\"V\": \"70.94\", \"total_measure\": 1631.62}, {\"V\": \"67.319999999999993\", \"total_measure\": 1615.6799999999998}, {\"V\": \"70.040000000000006\", \"total_measure\": 1610.92}, {\"V\": \"69.48\", \"total_measure\": 1598.0400000000002}, {\"V\": \"66.510000000000005\", \"total_measure\": 1596.2400000000002}, {\"V\": \"66.48\", \"total_measure\": 1595.52}, {\"V\": \"69.23\", \"total_measure\": 1592.2900000000002}, {\"V\": \"42.86\", \"total_measure\": 1585.82}, {\"V\": \"68.94\", \"total_measure\": 1585.62}, {\"V\": \"71.94\", \"total_measure\": 1582.6799999999998}, {\"V\": \"71.77\", \"total_measure\": 1578.9399999999998}, {\"V\": \"71.73\", \"total_measure\": 1578.0600000000002}, {\"V\": \"71.58\", \"total_measure\": 1574.76}, {\"V\": \"74.87\", \"total_measure\": 1572.27}, {\"V\": \"41.26\", \"total_measure\": 1567.8799999999999}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 5.48}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_1abb53acc4da1e5c/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_1abb53acc4da1e5c/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..b5a94bb916d481541c229096f467bef52fad6074 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_1abb53acc4da1e5c/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "n20", + "started_at": "2026-05-19T15:30:24.768654+00:00", + "ended_at": "2026-05-19T15:30:33.288739+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n20_1abb53acc4da1e5c", + "problem_id": "v2p_n20_4b79e2646c83ff20", + "dataset_id": "n20", + "template_id": "tpl_h2o_group_sum", + "template_name": "Grouped Numeric Sum", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=V, measure_col=V.", + "bindings": { + "group_col": "V", + "measure_col": "V", + "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": 62.52, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=rule", + "problem_index_within_template=6", + "sql_variant_index=2/2", + "binding_index=5" + ], + "template_selection_mode": "rule", + "selected_template_rank": 1, + "problem_index_within_template": 6, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/sql/v2q_n20_1abb53acc4da1e5c.sql", + "usage_summary": { + "dataset_id": "n20", + "model": "v2-cli:codex", + "run_id": "v2q_n20_1abb53acc4da1e5c", + "api_calls": 0, + "input_tokens": 13518, + "cached_input_tokens": 12672, + "output_tokens": 307, + "total_tokens": 13825, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 8510.84, + "sql_execution_elapsed_ms_total": 5.48, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_1abb53acc4da1e5c/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_1abb53acc4da1e5c/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_1abb53acc4da1e5c/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ed498c2263c35d9e56458d0ca58bc87a590f649b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_1abb53acc4da1e5c/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:30:33.281668+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": 8510.84, "started_at": "2026-05-19T15:30:24.770059+00:00", "ended_at": "2026-05-19T15:30:33.280928+00:00", "prompt_metrics": {"chars": 4542, "bytes_utf8": 4542, "lines": 156, "estimated_tokens": null}, "response_metrics": {"chars": 343, "bytes_utf8": 343, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13518, "cached_input_tokens": 12672, "output_tokens": 307, "reasoning_output_tokens": 212}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"V\\\", SUM(CAST(\\\"V\\\" AS REAL)) AS total_measure\\nFROM \\\"n20\\\"\\nGROUP BY \\\"V\\\"\\nORDER BY total_measure DESC;\",\"notes\":\"Applied the provided Grouped Numeric Sum template with group_col=\\\"V\\\" and measure_col=\\\"V\\\". CAST to REAL is used because the schema stores numeric-looking values as TEXT.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_1abb53acc4da1e5c/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_1abb53acc4da1e5c/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..68f25c110e9527797e4722fb7414e4989d2f09e0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_1abb53acc4da1e5c/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n20", + "model": "v2-cli:codex", + "run_id": "v2q_n20_1abb53acc4da1e5c", + "api_calls": 0, + "input_tokens": 13518, + "cached_input_tokens": 12672, + "output_tokens": 307, + "total_tokens": 13825, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 8510.84, + "sql_execution_elapsed_ms_total": 5.48, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_1abb53acc4da1e5c/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_1adfffb48b2ae304/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_1adfffb48b2ae304/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..a28397826be4982532d6053327edf04789fbc089 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_1adfffb48b2ae304/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=AP. +Result preview: [{"AP": 1033.3}, {"AP": 1033.29}, {"AP": 1033.25}, {"AP": 1033.19}, {"AP": 1033.14}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_1adfffb48b2ae304/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_1adfffb48b2ae304/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..063bce7e008f336270b13b9684f23978647e455a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_1adfffb48b2ae304/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: n20 +-- 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_m4_quantile_tail_slice +-- query_record_id: v2q_n20_1adfffb48b2ae304 +-- problem_id: v2p_n20_d139cacec99c2379 +-- realization_mode: agent +-- source_kind: agent +WITH buckets AS ( + SELECT CAST("AP" AS REAL) AS "AP", + NTILE(10) OVER (ORDER BY CAST("AP" AS REAL) DESC) AS tail_bucket + FROM "n20" +) +SELECT "AP" +FROM buckets +WHERE tail_bucket = 1 +ORDER BY "AP" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_1adfffb48b2ae304/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_1adfffb48b2ae304/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5f31c59fcce60cf2dc6bfebc31e57c143e4c3ec8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_1adfffb48b2ae304/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_quantile_tail_slice\nWITH buckets AS (\n SELECT CAST(\"AP\" AS REAL) AS \"AP\",\n NTILE(10) OVER (ORDER BY CAST(\"AP\" AS REAL) DESC) AS tail_bucket\n FROM \"n20\"\n)\nSELECT \"AP\"\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY \"AP\" DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_quantile_tail_slice\\nWITH buckets AS (\\n SELECT CAST(\\\"AP\\\" AS REAL) AS \\\"AP\\\",\\n NTILE(10) OVER (ORDER BY CAST(\\\"AP\\\" AS REAL) DESC) AS tail_bucket\\n FROM \\\"n20\\\"\\n)\\nSELECT \\\"AP\\\"\\nFROM buckets\\nWHERE tail_bucket = 1\\nORDER BY \\\"AP\\\" DESC;\", \"columns\": [\"AP\"], \"rows\": [{\"AP\": 1033.3}, {\"AP\": 1033.29}, {\"AP\": 1033.25}, {\"AP\": 1033.19}, {\"AP\": 1033.14}, {\"AP\": 1033.09}, {\"AP\": 1033.08}, {\"AP\": 1033.04}, {\"AP\": 1032.98}, {\"AP\": 1032.93}, {\"AP\": 1032.88}, {\"AP\": 1032.86}, {\"AP\": 1032.83}, {\"AP\": 1032.77}, {\"AP\": 1032.72}, {\"AP\": 1032.67}, {\"AP\": 1032.37}, {\"AP\": 1032.16}, {\"AP\": 1032.14}, {\"AP\": 1032.08}, {\"AP\": 1031.97}, {\"AP\": 1031.96}, {\"AP\": 1031.96}, {\"AP\": 1031.8}, {\"AP\": 1031.75}, {\"AP\": 1031.71}, {\"AP\": 1031.58}, {\"AP\": 1031.55}, {\"AP\": 1031.5}, {\"AP\": 1031.45}, {\"AP\": 1031.39}, {\"AP\": 1031.34}, {\"AP\": 1031.33}, {\"AP\": 1031.32}, {\"AP\": 1031.27}, {\"AP\": 1031.21}, {\"AP\": 1031.21}, {\"AP\": 1031.2}, {\"AP\": 1031.16}, {\"AP\": 1031.14}, {\"AP\": 1031.1}, {\"AP\": 1031.08}, {\"AP\": 1031.01}, {\"AP\": 1030.94}, {\"AP\": 1030.86}, {\"AP\": 1030.83}, {\"AP\": 1030.82}, {\"AP\": 1030.81}, {\"AP\": 1030.77}, {\"AP\": 1030.72}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 14.82}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_1adfffb48b2ae304/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_1adfffb48b2ae304/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..25e045c1b06950b0f7c2c87e5692a80662b70f62 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_1adfffb48b2ae304/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "n20", + "started_at": "2026-05-19T15:44:39.669100+00:00", + "ended_at": "2026-05-19T15:44:49.776274+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n20_1adfffb48b2ae304", + "problem_id": "v2p_n20_d139cacec99c2379", + "dataset_id": "n20", + "template_id": "tpl_m4_quantile_tail_slice", + "template_name": "Quantile Tail Slice", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=AP.", + "bindings": { + "measure_col": "AP", + "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": 1017.26, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=rule", + "problem_index_within_template=3", + "sql_variant_index=1/1", + "binding_index=62" + ], + "template_selection_mode": "rule", + "selected_template_rank": 6, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/sql/v2q_n20_1adfffb48b2ae304.sql", + "usage_summary": { + "dataset_id": "n20", + "model": "v2-cli:codex", + "run_id": "v2q_n20_1adfffb48b2ae304", + "api_calls": 0, + "input_tokens": 13574, + "cached_input_tokens": 12032, + "output_tokens": 476, + "total_tokens": 14050, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10088.47, + "sql_execution_elapsed_ms_total": 14.82, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_1adfffb48b2ae304/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_1adfffb48b2ae304/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_1adfffb48b2ae304/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9857c164f738d47b33350b71b94226d8dc13854e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_1adfffb48b2ae304/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:44:49.759963+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": 10088.47, "started_at": "2026-05-19T15:44:39.670657+00:00", "ended_at": "2026-05-19T15:44:49.759159+00:00", "prompt_metrics": {"chars": 4729, "bytes_utf8": 4729, "lines": 154, "estimated_tokens": null}, "response_metrics": {"chars": 468, "bytes_utf8": 468, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13574, "cached_input_tokens": 12032, "output_tokens": 476, "reasoning_output_tokens": 339}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_m4_quantile_tail_slice\\nWITH buckets AS (\\n SELECT CAST(\\\"AP\\\" AS REAL) AS \\\"AP\\\",\\n NTILE(10) OVER (ORDER BY CAST(\\\"AP\\\" AS REAL) DESC) AS tail_bucket\\n FROM \\\"n20\\\"\\n)\\nSELECT \\\"AP\\\"\\nFROM buckets\\nWHERE tail_bucket = 1\\nORDER BY \\\"AP\\\" DESC;\",\"notes\":\"Used the Quantile Tail Slice template with measure_col bound to \\\"AP\\\" and num_tiles=10. Cast \\\"AP\\\" from TEXT to REAL so bucketing and ordering are numeric in SQLite.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_1adfffb48b2ae304/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_1adfffb48b2ae304/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..4131a99266c3526962194ae209a23447f0b4ad7c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_1adfffb48b2ae304/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n20", + "model": "v2-cli:codex", + "run_id": "v2q_n20_1adfffb48b2ae304", + "api_calls": 0, + "input_tokens": 13574, + "cached_input_tokens": 12032, + "output_tokens": 476, + "total_tokens": 14050, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10088.47, + "sql_execution_elapsed_ms_total": 14.82, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_1adfffb48b2ae304/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_1b1eb730683025a7/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_1b1eb730683025a7/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4a613b1ff0b549501ac8c5a6de68ea4182b1c180 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_1b1eb730683025a7/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 4723, "bytes_utf8": 4723, "lines": 156, "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": 1582, "bytes_utf8": 1582, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13557, "cached_input_tokens": 12032, "output_tokens": 1107, "reasoning_output_tokens": 516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_1b1eb730683025a7/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_1b1eb730683025a7/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..956132660ae09be35210f1ce0f9211ba7e0ec163 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_1b1eb730683025a7/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": "n20", + "model": "v2-cli:codex", + "run_id": "v2q_n20_1b1eb730683025a7", + "api_calls": 0, + "input_tokens": 13557, + "cached_input_tokens": 12032, + "output_tokens": 1107, + "total_tokens": 14664, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 23077.99, + "sql_execution_elapsed_ms_total": 59.59, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_1b1eb730683025a7/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_1b1eb730683025a7/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_1b1eb730683025a7/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..4d1b517cbfdf295868eaf0673bdc74270896c2d6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_1b1eb730683025a7/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": "2026-05-19T15:56:05.155181+00:00", + "ended_at": "2026-05-19T15:56:28.233204+00:00", + "elapsed_ms": 23077.99, + "prompt_metrics": { + "chars": 4723, + "bytes_utf8": 4723, + "lines": 156, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 2188, + "bytes_utf8": 2188, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 1582, + "bytes_utf8": 1582, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13557, + "cached_input_tokens": 12032, + "output_tokens": 1107, + "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_a/n20/artifacts/v2q_n20_1b1eb730683025a7/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_1b1eb730683025a7/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5624c4b2c2b54db44c186cddc3cbdfb509a99c62 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_1b1eb730683025a7/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,156 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n20 +- dataset_name: Combined Cycle Power Plant +- table_name: n20 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 4 feature columns and target `PE`. +- task_type: regression +- target_column: PE +- main_row_count: 9568 +- important_fields: +- AT: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for AT. +- V: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'subgroup_candidate'] desc=Numeric field for V. +- AP: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for AP. +- RH: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for RH. +- PE: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for PE. +- useful_field_combinations: [['V', 'AT', 'PE'], ['AT', 'V', 'PE']] +- fields_requiring_caution: ['PE', 'AT', 'V', 'AP'] +- source_url: https://archive.ics.uci.edu/dataset/294/combined+cycle+power+plant + +SQLite schema snapshot: +{ + "table_name": "n20", + "quoted_table_name": "\"n20\"", + "row_count": 9568, + "columns": [ + { + "name": "AT", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "AP", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PE", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "AT": "14.96", + "V": "41.76", + "AP": "1024.07", + "RH": "73.17", + "PE": "463.26" + }, + { + "AT": "25.18", + "V": "62.96", + "AP": "1020.04", + "RH": "59.08", + "PE": "444.37" + }, + { + "AT": "5.1100000000000003", + "V": "39.4", + "AP": "1012.16", + "RH": "92.14", + "PE": "488.56" + }, + { + "AT": "20.86", + "V": "57.32", + "AP": "1010.24", + "RH": "76.64", + "PE": "446.48" + }, + { + "AT": "10.82", + "V": "37.5", + "AP": "1009.23", + "RH": "96.62", + "PE": "473.9" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n20", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=V, measure_col=AP.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "V", + "measure_col": "AP", + "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": 1017.26, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_1b1eb730683025a7/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_1b1eb730683025a7/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..2b998fa1c7d4de3d5b02ef6353d72457a07cc26a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_1b1eb730683025a7/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f3-939e-7603-b918-2a4b8be89483"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ordered\\\" AS (\\n SELECT\\n CAST(\\\"V\\\" AS REAL) AS \\\"V\\\",\\n CAST(\\\"AP\\\" AS REAL) AS \\\"AP\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY CAST(\\\"V\\\" AS REAL)\\n ORDER BY CAST(\\\"AP\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY CAST(\\\"V\\\" AS REAL)\\n ) AS \\\"cnt\\\"\\n FROM \\\"n20\\\"\\n WHERE \\\"V\\\" IS NOT NULL AND \\\"AP\\\" IS NOT NULL\\n),\\n\\\"pos\\\" AS (\\n SELECT DISTINCT\\n \\\"V\\\",\\n (1.0 + 0.95 * (\\\"cnt\\\" - 1)) AS \\\"pos\\\",\\n CAST((1.0 + 0.95 * (\\\"cnt\\\" - 1)) AS INTEGER) AS \\\"lo_rn\\\",\\n CASE\\n WHEN (1.0 + 0.95 * (\\\"cnt\\\" - 1)) = CAST((1.0 + 0.95 * (\\\"cnt\\\" - 1)) AS INTEGER)\\n THEN CAST((1.0 + 0.95 * (\\\"cnt\\\" - 1)) AS INTEGER)\\n ELSE CAST((1.0 + 0.95 * (\\\"cnt\\\" - 1)) AS INTEGER) + 1\\n END AS \\\"hi_rn\\\"\\n FROM \\\"ordered\\\"\\n),\\n\\\"picked\\\" AS (\\n SELECT\\n p.\\\"V\\\",\\n p.\\\"pos\\\",\\n p.\\\"lo_rn\\\",\\n p.\\\"hi_rn\\\",\\n MAX(CASE WHEN o.\\\"rn\\\" = p.\\\"lo_rn\\\" THEN o.\\\"AP\\\" END) AS \\\"lo_val\\\",\\n MAX(CASE WHEN o.\\\"rn\\\" = p.\\\"hi_rn\\\" THEN o.\\\"AP\\\" END) AS \\\"hi_val\\\"\\n FROM \\\"pos\\\" p\\n JOIN \\\"ordered\\\" o\\n ON o.\\\"V\\\" = p.\\\"V\\\"\\n GROUP BY p.\\\"V\\\", p.\\\"pos\\\", p.\\\"lo_rn\\\", p.\\\"hi_rn\\\"\\n)\\nSELECT\\n \\\"V\\\",\\n CASE\\n WHEN \\\"lo_rn\\\" = \\\"hi_rn\\\" THEN \\\"lo_val\\\"\\n ELSE \\\"lo_val\\\" + ((\\\"pos\\\" - \\\"lo_rn\\\") * (\\\"hi_val\\\" - \\\"lo_val\\\"))\\n END AS \\\"percentile_measure\\\"\\nFROM \\\"picked\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"Emulates SQLite-incompatible PERCENTILE_CONT(0.95) per V using linear interpolation on CASTed numeric AP values.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13557,"cached_input_tokens":12032,"output_tokens":1107,"reasoning_output_tokens":516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_1b1eb730683025a7/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_1b1eb730683025a7/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..20a323f26e24ab482229558638b7b4d248e4f84f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_1b1eb730683025a7/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ordered\" AS (\n SELECT\n CAST(\"V\" AS REAL) AS \"V\",\n CAST(\"AP\" AS REAL) AS \"AP\",\n ROW_NUMBER() OVER (\n PARTITION BY CAST(\"V\" AS REAL)\n ORDER BY CAST(\"AP\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY CAST(\"V\" AS REAL)\n ) AS \"cnt\"\n FROM \"n20\"\n WHERE \"V\" IS NOT NULL AND \"AP\" IS NOT NULL\n),\n\"pos\" AS (\n SELECT DISTINCT\n \"V\",\n (1.0 + 0.95 * (\"cnt\" - 1)) AS \"pos\",\n CAST((1.0 + 0.95 * (\"cnt\" - 1)) AS INTEGER) AS \"lo_rn\",\n CASE\n WHEN (1.0 + 0.95 * (\"cnt\" - 1)) = CAST((1.0 + 0.95 * (\"cnt\" - 1)) AS INTEGER)\n THEN CAST((1.0 + 0.95 * (\"cnt\" - 1)) AS INTEGER)\n ELSE CAST((1.0 + 0.95 * (\"cnt\" - 1)) AS INTEGER) + 1\n END AS \"hi_rn\"\n FROM \"ordered\"\n),\n\"picked\" AS (\n SELECT\n p.\"V\",\n p.\"pos\",\n p.\"lo_rn\",\n p.\"hi_rn\",\n MAX(CASE WHEN o.\"rn\" = p.\"lo_rn\" THEN o.\"AP\" END) AS \"lo_val\",\n MAX(CASE WHEN o.\"rn\" = p.\"hi_rn\" THEN o.\"AP\" END) AS \"hi_val\"\n FROM \"pos\" p\n JOIN \"ordered\" o\n ON o.\"V\" = p.\"V\"\n GROUP BY p.\"V\", p.\"pos\", p.\"lo_rn\", p.\"hi_rn\"\n)\nSELECT\n \"V\",\n CASE\n WHEN \"lo_rn\" = \"hi_rn\" THEN \"lo_val\"\n ELSE \"lo_val\" + ((\"pos\" - \"lo_rn\") * (\"hi_val\" - \"lo_val\"))\n END AS \"percentile_measure\"\nFROM \"picked\"\nORDER BY \"percentile_measure\" DESC;","notes":"Emulates SQLite-incompatible PERCENTILE_CONT(0.95) per V using linear interpolation on CASTed numeric AP values."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_1b1eb730683025a7/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_1b1eb730683025a7/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_1f0ddcd904de9e7d/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_1f0ddcd904de9e7d/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..91968c145f3bfc4593fca6b616c9c9bc3e5d4c4b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_1f0ddcd904de9e7d/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=V. +Result preview: [{"V": "70.319999999999993", "row_count": 61}, {"V": "41.17", "row_count": 61}, {"V": "51.43", "row_count": 47}, {"V": "45.01", "row_count": 46}, {"V": "68.08", "row_count": 45}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_1f0ddcd904de9e7d/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_1f0ddcd904de9e7d/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..47d82b7cd32568aa34ec345cfb83cd2e6b2f0510 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_1f0ddcd904de9e7d/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: n20 +-- 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_n20_1f0ddcd904de9e7d +-- problem_id: v2p_n20_619acedf43ab646b +-- realization_mode: agent +-- source_kind: agent +SELECT "V", COUNT(*) AS row_count +FROM "n20" +GROUP BY "V" +ORDER BY row_count DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_1f0ddcd904de9e7d/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_1f0ddcd904de9e7d/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..197a53a18090385493bd3c5a04c53a533ae583cf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_1f0ddcd904de9e7d/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 \"V\", COUNT(*) AS row_count\nFROM \"n20\"\nGROUP BY \"V\"\nORDER BY row_count DESC;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"V\\\", COUNT(*) AS row_count\\nFROM \\\"n20\\\"\\nGROUP BY \\\"V\\\"\\nORDER BY row_count DESC;\", \"columns\": [\"V\", \"row_count\"], \"rows\": [{\"V\": \"70.319999999999993\", \"row_count\": 61}, {\"V\": \"41.17\", \"row_count\": 61}, {\"V\": \"51.43\", \"row_count\": 47}, {\"V\": \"45.01\", \"row_count\": 46}, {\"V\": \"68.08\", \"row_count\": 45}, {\"V\": \"66.540000000000006\", \"row_count\": 44}, {\"V\": \"45.87\", \"row_count\": 42}, {\"V\": \"69.13\", \"row_count\": 41}, {\"V\": \"58.79\", \"row_count\": 41}, {\"V\": \"59.21\", \"row_count\": 40}, {\"V\": \"41.16\", \"row_count\": 40}, {\"V\": \"71.14\", \"row_count\": 39}, {\"V\": \"44.9\", \"row_count\": 39}, {\"V\": \"41.26\", \"row_count\": 38}, {\"V\": \"42.86\", \"row_count\": 37}, {\"V\": \"40.71\", \"row_count\": 37}, {\"V\": \"39.64\", \"row_count\": 37}, {\"V\": \"75.599999999999994\", \"row_count\": 36}, {\"V\": \"43.14\", \"row_count\": 34}, {\"V\": \"77.95\", \"row_count\": 33}, {\"V\": \"63.94\", \"row_count\": 33}, {\"V\": \"44.63\", \"row_count\": 33}, {\"V\": \"40.549999999999997\", \"row_count\": 32}, {\"V\": \"39.72\", \"row_count\": 32}, {\"V\": \"39.61\", \"row_count\": 32}, {\"V\": \"41.54\", \"row_count\": 30}, {\"V\": \"40.64\", \"row_count\": 30}, {\"V\": \"39.159999999999997\", \"row_count\": 29}, {\"V\": \"71.319999999999993\", \"row_count\": 28}, {\"V\": \"70.02\", \"row_count\": 28}, {\"V\": \"41.79\", \"row_count\": 28}, {\"V\": \"39.96\", \"row_count\": 28}, {\"V\": \"38.909999999999997\", \"row_count\": 28}, {\"V\": \"40.81\", \"row_count\": 27}, {\"V\": \"40.69\", \"row_count\": 27}, {\"V\": \"40\", \"row_count\": 27}, {\"V\": \"40.770000000000003\", \"row_count\": 26}, {\"V\": \"74.22\", \"row_count\": 24}, {\"V\": \"73.67\", \"row_count\": 24}, {\"V\": \"73.5\", \"row_count\": 24}, {\"V\": \"73.180000000000007\", \"row_count\": 24}, {\"V\": \"73.17\", \"row_count\": 24}, {\"V\": \"72.239999999999995\", \"row_count\": 24}, {\"V\": \"71.98\", \"row_count\": 24}, {\"V\": \"71.849999999999994\", \"row_count\": 24}, {\"V\": \"71.290000000000006\", \"row_count\": 24}, {\"V\": \"70.47\", \"row_count\": 24}, {\"V\": \"69.84\", \"row_count\": 24}, {\"V\": \"68.67\", \"row_count\": 24}, {\"V\": \"68.239999999999995\", \"row_count\": 24}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 4.81}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_1f0ddcd904de9e7d/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_1f0ddcd904de9e7d/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..d64b4b5d3d5744c5f75ddf29fcd7526a77d105c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_1f0ddcd904de9e7d/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "n20", + "started_at": "2026-05-19T15:32:22.658406+00:00", + "ended_at": "2026-05-19T15:32:33.006554+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n20_1f0ddcd904de9e7d", + "problem_id": "v2p_n20_619acedf43ab646b", + "dataset_id": "n20", + "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=V.", + "bindings": { + "group_col": "V", + "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": 84.83, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=rule", + "problem_index_within_template=4", + "sql_variant_index=1/1", + "binding_index=15" + ], + "template_selection_mode": "rule", + "selected_template_rank": 2, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/sql/v2q_n20_1f0ddcd904de9e7d.sql", + "usage_summary": { + "dataset_id": "n20", + "model": "v2-cli:codex", + "run_id": "v2q_n20_1f0ddcd904de9e7d", + "api_calls": 0, + "input_tokens": 13493, + "cached_input_tokens": 12032, + "output_tokens": 218, + "total_tokens": 13711, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10340.27, + "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_a/n20/artifacts/v2q_n20_1f0ddcd904de9e7d/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_1f0ddcd904de9e7d/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_1f0ddcd904de9e7d/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5264f7c69c27d9e3a199a9ce261f4bbc51a598c8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_1f0ddcd904de9e7d/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:32:33.000326+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": 10340.27, "started_at": "2026-05-19T15:32:22.659231+00:00", "ended_at": "2026-05-19T15:32:32.999521+00:00", "prompt_metrics": {"chars": 4463, "bytes_utf8": 4463, "lines": 154, "estimated_tokens": null}, "response_metrics": {"chars": 255, "bytes_utf8": 255, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13493, "cached_input_tokens": 12032, "output_tokens": 218, "reasoning_output_tokens": 144}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"V\\\", COUNT(*) AS row_count\\nFROM \\\"n20\\\"\\nGROUP BY \\\"V\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Uses the provided grouped-count template with group_col bound to \\\"V\\\" on the single table \\\"n20\\\".\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_1f0ddcd904de9e7d/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_1f0ddcd904de9e7d/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..f045b058121e6d918c4b89bb89b81db53b716b42 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_1f0ddcd904de9e7d/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n20", + "model": "v2-cli:codex", + "run_id": "v2q_n20_1f0ddcd904de9e7d", + "api_calls": 0, + "input_tokens": 13493, + "cached_input_tokens": 12032, + "output_tokens": 218, + "total_tokens": 13711, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10340.27, + "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_a/n20/artifacts/v2q_n20_1f0ddcd904de9e7d/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_1f686548cdb579e0/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_1f686548cdb579e0/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..a22bdc80d60a988336e7b5aed4ac7eb0f8e77517 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_1f686548cdb579e0/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "n20", + "started_at": "2026-05-19T16:06:55.431828+00:00", + "ended_at": "2026-05-19T16:07:02.709653+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n20_1f686548cdb579e0", + "problem_id": "v2p_n20_f7017bb0c88106d8", + "dataset_id": "n20", + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "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 Thresholded Group Ranking to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=V, measure_col=V.", + "bindings": { + "group_col": "V", + "measure_col": "V", + "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": 62.52, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=rule", + "problem_index_within_template=6", + "sql_variant_index=2/2", + "binding_index=137" + ], + "template_selection_mode": "rule", + "selected_template_rank": 12, + "problem_index_within_template": 6, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_1f686548cdb579e0/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_1f686548cdb579e0/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a54578ff5760686d4e0ae677b57acd1f5627bbb2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_1f686548cdb579e0/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:06:58.506882+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3073.17, "started_at": "2026-05-19T16:06:55.432978+00:00", "ended_at": "2026-05-19T16:06:58.506189+00:00", "prompt_metrics": {"chars": 4709, "bytes_utf8": 4709, "lines": 156, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40fd-7fba-7102-9ace-45dd3c93b20e\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:07:02.709563+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": 3201.14, "started_at": "2026-05-19T16:06:59.507664+00:00", "ended_at": "2026-05-19T16:07:02.708837+00:00", "prompt_metrics": {"chars": 4709, "bytes_utf8": 4709, "lines": 156, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40fd-8fcf-78d1-a93b-b078efd09a9c\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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_a/n20/artifacts/v2q_n20_21c8b70953d338c5/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_21c8b70953d338c5/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..a2382a8ccd295fe8b52a2e2536aea92fb8e79a07 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_21c8b70953d338c5/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "n20", + "started_at": "2026-05-19T16:05:43.144439+00:00", + "ended_at": "2026-05-19T16:05:50.738489+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n20_21c8b70953d338c5", + "problem_id": "v2p_n20_92ecbb223b3a2eb3", + "dataset_id": "n20", + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "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": "primary", + "extended_family": false, + "question": "Use template Thresholded Group Ranking to probe tail_set_consistency with semantic role filtered_stable_view. Focus on group_col=V, measure_col=AT.", + "bindings": { + "group_col": "V", + "measure_col": "AT", + "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": 23.99, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\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=132" + ], + "template_selection_mode": "rule", + "selected_template_rank": 12, + "problem_index_within_template": 1, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_21c8b70953d338c5/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_21c8b70953d338c5/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f430ef04a535bfcfeeacfc7acd3845713e39f648 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_21c8b70953d338c5/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:05:46.089709+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": 2943.43, "started_at": "2026-05-19T16:05:43.145530+00:00", "ended_at": "2026-05-19T16:05:46.089016+00:00", "prompt_metrics": {"chars": 4713, "bytes_utf8": 4713, "lines": 156, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40fc-6566-7981-abf6-ff36aa5567a1\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:05:50.738402+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": 3646.7, "started_at": "2026-05-19T16:05:47.090928+00:00", "ended_at": "2026-05-19T16:05:50.737669+00:00", "prompt_metrics": {"chars": 4713, "bytes_utf8": 4713, "lines": 156, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40fc-74d1-74a1-adfd-d621e51a7696\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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_a/n20/artifacts/v2q_n20_22e48b4fc6a45858/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_22e48b4fc6a45858/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..b681634a25e03e4ae5519f9abe10ab18d6fdb06a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_22e48b4fc6a45858/run_manifest.json @@ -0,0 +1,67 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "n20", + "started_at": "2026-05-19T16:04:09.765684+00:00", + "ended_at": "2026-05-19T16:04:17.207363+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n20_22e48b4fc6a45858", + "problem_id": "v2p_n20_4637f0f61a785edc", + "dataset_id": "n20", + "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=V.", + "bindings": { + "group_col": "V", + "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": 1017.26, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=rule", + "problem_index_within_template=3", + "sql_variant_index=1/2", + "binding_index=122" + ], + "template_selection_mode": "rule", + "selected_template_rank": 11, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_22e48b4fc6a45858/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_22e48b4fc6a45858/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..512f5b34aea2fe2d4fa9aedf5c2bac20b1c89068 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_22e48b4fc6a45858/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:04:12.927740+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": 3160.46, "started_at": "2026-05-19T16:04:09.766501+00:00", "ended_at": "2026-05-19T16:04:12.926986+00:00", "prompt_metrics": {"chars": 4545, "bytes_utf8": 4545, "lines": 154, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40fa-f8ad-7ee0-9cdb-e78e91b1b053\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:04:17.207197+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3276.82, "started_at": "2026-05-19T16:04:13.929011+00:00", "ended_at": "2026-05-19T16:04:17.205884+00:00", "prompt_metrics": {"chars": 4545, "bytes_utf8": 4545, "lines": 154, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40fb-0900-7cc2-96a7-4110b7d1bb8f\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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_a/n20/artifacts/v2q_n20_23ef52361e785093/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_23ef52361e785093/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..ea1614b5544116c2e7e40cdb91401267a558791b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_23ef52361e785093/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "n20", + "started_at": "2026-05-19T16:06:47.970215+00:00", + "ended_at": "2026-05-19T16:06:55.431429+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n20_23ef52361e785093", + "problem_id": "v2p_n20_64856e5dbb01ad1c", + "dataset_id": "n20", + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_mass_similarity", + "intended_facet_id": "tail_ranked_signal", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Thresholded Group Ranking to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=V, measure_col=V.", + "bindings": { + "group_col": "V", + "measure_col": "V", + "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": 66.54, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\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=137" + ], + "template_selection_mode": "rule", + "selected_template_rank": 12, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_23ef52361e785093/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_23ef52361e785093/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..580a89effaaa37e0bc7ef480154f2377e9aee380 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_23ef52361e785093/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:06:51.330940+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": 3358.9, "started_at": "2026-05-19T16:06:47.971290+00:00", "ended_at": "2026-05-19T16:06:51.330216+00:00", "prompt_metrics": {"chars": 4709, "bytes_utf8": 4709, "lines": 156, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40fd-62b4-7cb1-8fd1-821c540069e8\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:06:55.431331+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": 3098.34, "started_at": "2026-05-19T16:06:52.332184+00:00", "ended_at": "2026-05-19T16:06:55.430564+00:00", "prompt_metrics": {"chars": 4709, "bytes_utf8": 4709, "lines": 156, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40fd-739a-7572-905d-5171b5bba6c4\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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_a/n20/artifacts/v2q_n20_242bfad801080caf/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_242bfad801080caf/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0e25ac1457fca86bc2cb3bbd8e7aa96b22844d8c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_242bfad801080caf/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5360, "bytes_utf8": 5360, "lines": 159, "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": 655, "bytes_utf8": 655, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13733, "cached_input_tokens": 12032, "output_tokens": 645, "reasoning_output_tokens": 454}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_242bfad801080caf/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_242bfad801080caf/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..6fd8159449c81f31f4217ecdb5e43d4cd2af5a53 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_242bfad801080caf/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": "n20", + "model": "v2-cli:codex", + "run_id": "v2q_n20_242bfad801080caf", + "api_calls": 0, + "input_tokens": 13733, + "cached_input_tokens": 12032, + "output_tokens": 645, + "total_tokens": 14378, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11800.87, + "sql_execution_elapsed_ms_total": 9.67, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_242bfad801080caf/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_242bfad801080caf/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_242bfad801080caf/cli/sql_attempt_1.metadata.json new file mode 100644 index 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"estimated_tokens": null + }, + "usage": { + "input_tokens": 13733, + "cached_input_tokens": 12032, + "output_tokens": 645, + "reasoning_output_tokens": 454 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_242bfad801080caf/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_242bfad801080caf/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ac4607b65c55969ef86e31cd2a333687cafbc29e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_242bfad801080caf/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,159 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n20 +- dataset_name: Combined Cycle Power Plant +- table_name: n20 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 4 feature columns and target `PE`. +- task_type: regression +- target_column: PE +- main_row_count: 9568 +- important_fields: +- AT: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for AT. +- V: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'subgroup_candidate'] desc=Numeric field for V. +- AP: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for AP. +- RH: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for RH. +- PE: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for PE. +- useful_field_combinations: [['V', 'AT', 'PE'], ['AT', 'V', 'PE']] +- fields_requiring_caution: ['PE', 'AT', 'V', 'AP'] +- source_url: https://archive.ics.uci.edu/dataset/294/combined+cycle+power+plant + +SQLite schema snapshot: +{ + "table_name": "n20", + "quoted_table_name": "\"n20\"", + "row_count": 9568, + "columns": [ + { + "name": "AT", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "AP", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PE", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "AT": "14.96", + "V": "41.76", + "AP": "1024.07", + "RH": "73.17", + "PE": "463.26" + }, + { + "AT": "25.18", + "V": "62.96", + "AP": "1020.04", + "RH": "59.08", + "PE": "444.37" + }, + { + "AT": "5.1100000000000003", + "V": "39.4", + "AP": "1012.16", + "RH": "92.14", + "PE": "488.56" + }, + { + "AT": "20.86", + "V": "57.32", + "AP": "1010.24", + "RH": "76.64", + "PE": "446.48" + }, + { + "AT": "10.82", + "V": "37.5", + "AP": "1009.23", + "RH": "96.62", + "PE": "473.9" + } + ] +} + +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": "n20", + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=V, condition_col=PE.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "V", + "condition_col": "PE", + "condition_value": "468.8", + "positive_value": "468.8", + "negative_value": "434.01", + "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": 84.83, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "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_a/n20/artifacts/v2q_n20_242bfad801080caf/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_242bfad801080caf/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b5809cf82247c8884b4187a602427b1e262dfd6c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_242bfad801080caf/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e4-2100-79d0-b88a-4cdba81c4082"} +{"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 \\\"V\\\",\\n SUM(CASE WHEN \\\"PE\\\" = '468.8' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"PE\\\" = '434.01' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"n20\\\"\\n GROUP BY \\\"V\\\"\\n)\\nSELECT\\n \\\"V\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\",\"notes\":\"Used the provided grouped-ratio template with group_col=\\\"V\\\" and condition_col=\\\"PE\\\", comparing the exact bound values '468.8' and '434.01' as stored in the TEXT-typed SQLite columns.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13733,"cached_input_tokens":12032,"output_tokens":645,"reasoning_output_tokens":454}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_242bfad801080caf/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_242bfad801080caf/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..bbddd39d7e4a3849e3a3e0634d739fe874c76356 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_242bfad801080caf/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_ratio_two_conditions\nWITH grouped AS (\n SELECT\n \"V\",\n SUM(CASE WHEN \"PE\" = '468.8' THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN \"PE\" = '434.01' THEN 1 ELSE 0 END) AS denominator_count\n FROM \"n20\"\n GROUP BY \"V\"\n)\nSELECT\n \"V\",\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;","notes":"Used the provided grouped-ratio template with group_col=\"V\" and condition_col=\"PE\", comparing the exact bound values '468.8' and '434.01' as stored in the TEXT-typed SQLite columns."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_242bfad801080caf/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_242bfad801080caf/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_24d791905a7be20d/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_24d791905a7be20d/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..3ea333a8335327cc18a35aef5195bffe76c7532e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_24d791905a7be20d/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=V, condition_col=PE. +Result preview: [{"V": 44.34, "condition_rate": 0.30434782608695654}, {"V": 43.34, "condition_rate": 0.05555555555555555}, {"V": 40.89, "condition_rate": 0.05}, {"V": 81.56, "condition_rate": 0.0}, {"V": 80.25, "condition_rate": 0.0}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_24d791905a7be20d/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_24d791905a7be20d/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..7010215f83a89f80a30d4fb06cabab0f847cc727 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_24d791905a7be20d/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: n20 +-- 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_n20_24d791905a7be20d +-- problem_id: v2p_n20_7881852890ece4dd +-- realization_mode: agent +-- source_kind: agent +SELECT CAST("V" AS REAL) AS "V", + AVG(CASE WHEN CAST("PE" AS REAL) = 468.8 THEN 1.0 ELSE 0.0 END) AS "condition_rate" +FROM "n20" +GROUP BY CAST("V" AS REAL) +ORDER BY "condition_rate" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_24d791905a7be20d/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_24d791905a7be20d/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..73da7f902ff74890f4b017c4002c443764e25e74 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_24d791905a7be20d/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 CAST(\"V\" AS REAL) AS \"V\",\n AVG(CASE WHEN CAST(\"PE\" AS REAL) = 468.8 THEN 1.0 ELSE 0.0 END) AS \"condition_rate\"\nFROM \"n20\"\nGROUP BY CAST(\"V\" AS REAL)\nORDER BY \"condition_rate\" DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT CAST(\\\"V\\\" AS REAL) AS \\\"V\\\",\\n AVG(CASE WHEN CAST(\\\"PE\\\" AS REAL) = 468.8 THEN 1.0 ELSE 0.0 END) AS \\\"condition_rate\\\"\\nFROM \\\"n20\\\"\\nGROUP BY CAST(\\\"V\\\" AS REAL)\\nORDER BY \\\"condition_rate\\\" DESC;\", \"columns\": [\"V\", \"condition_rate\"], \"rows\": [{\"V\": 44.34, \"condition_rate\": 0.30434782608695654}, {\"V\": 43.34, \"condition_rate\": 0.05555555555555555}, {\"V\": 40.89, \"condition_rate\": 0.05}, {\"V\": 81.56, \"condition_rate\": 0.0}, {\"V\": 80.25, \"condition_rate\": 0.0}, {\"V\": 80.18, \"condition_rate\": 0.0}, {\"V\": 79.74, \"condition_rate\": 0.0}, {\"V\": 79.05, \"condition_rate\": 0.0}, {\"V\": 78.92, \"condition_rate\": 0.0}, {\"V\": 78.87, \"condition_rate\": 0.0}, {\"V\": 78.11, \"condition_rate\": 0.0}, {\"V\": 78.05, \"condition_rate\": 0.0}, {\"V\": 77.95, \"condition_rate\": 0.0}, {\"V\": 77.54, \"condition_rate\": 0.0}, {\"V\": 77.3, \"condition_rate\": 0.0}, {\"V\": 77.24, \"condition_rate\": 0.0}, {\"V\": 77.17, \"condition_rate\": 0.0}, {\"V\": 76.86, \"condition_rate\": 0.0}, {\"V\": 76.2, \"condition_rate\": 0.0}, {\"V\": 76.16, \"condition_rate\": 0.0}, {\"V\": 76.09, \"condition_rate\": 0.0}, {\"V\": 75.6, \"condition_rate\": 0.0}, {\"V\": 75.33, \"condition_rate\": 0.0}, {\"V\": 75.23, \"condition_rate\": 0.0}, {\"V\": 75.08, \"condition_rate\": 0.0}, {\"V\": 74.99, \"condition_rate\": 0.0}, {\"V\": 74.93, \"condition_rate\": 0.0}, {\"V\": 74.9, \"condition_rate\": 0.0}, {\"V\": 74.87, \"condition_rate\": 0.0}, {\"V\": 74.78, \"condition_rate\": 0.0}, {\"V\": 74.67, \"condition_rate\": 0.0}, {\"V\": 74.34, \"condition_rate\": 0.0}, {\"V\": 74.33, \"condition_rate\": 0.0}, {\"V\": 74.22, \"condition_rate\": 0.0}, {\"V\": 74.16, \"condition_rate\": 0.0}, {\"V\": 73.91, \"condition_rate\": 0.0}, {\"V\": 73.9, \"condition_rate\": 0.0}, {\"V\": 73.88, \"condition_rate\": 0.0}, {\"V\": 73.77, \"condition_rate\": 0.0}, {\"V\": 73.68, \"condition_rate\": 0.0}, {\"V\": 73.67, \"condition_rate\": 0.0}, {\"V\": 73.56, \"condition_rate\": 0.0}, {\"V\": 73.5, \"condition_rate\": 0.0}, {\"V\": 73.46, \"condition_rate\": 0.0}, {\"V\": 73.42, \"condition_rate\": 0.0}, {\"V\": 73.4, \"condition_rate\": 0.0}, {\"V\": 73.21, \"condition_rate\": 0.0}, {\"V\": 73.18, \"condition_rate\": 0.0}, {\"V\": 73.17, \"condition_rate\": 0.0}, {\"V\": 73.11, \"condition_rate\": 0.0}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 13.21}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_24d791905a7be20d/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_24d791905a7be20d/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..cdc900e90a86806f0d2e08e4db0167a77f3b1ae6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_24d791905a7be20d/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "n20", + "started_at": "2026-05-19T15:58:53.928647+00:00", + "ended_at": "2026-05-19T15:59:23.549589+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n20_24d791905a7be20d", + "problem_id": "v2p_n20_7881852890ece4dd", + "dataset_id": "n20", + "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=V, condition_col=PE.", + "bindings": { + "group_col": "V", + "condition_col": "PE", + "condition_value": "468.8", + "positive_value": "468.8", + "negative_value": "434.01", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 25.72, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=rule", + "problem_index_within_template=1", + "sql_variant_index=1/2", + "binding_index=96" + ], + "template_selection_mode": "rule", + "selected_template_rank": 9, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/sql/v2q_n20_24d791905a7be20d.sql", + "usage_summary": { + "dataset_id": "n20", + "model": "v2-cli:codex", + "run_id": "v2q_n20_24d791905a7be20d", + "api_calls": 0, + "input_tokens": 13586, + "cached_input_tokens": 12032, + "output_tokens": 1404, + "total_tokens": 14990, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 29602.92, + "sql_execution_elapsed_ms_total": 13.21, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_24d791905a7be20d/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_24d791905a7be20d/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_24d791905a7be20d/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c7c901d11cde2e8bdce6e4e61adc5c9f18f49497 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_24d791905a7be20d/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:59:23.533936+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": 29602.92, "started_at": "2026-05-19T15:58:53.929855+00:00", "ended_at": "2026-05-19T15:59:23.532807+00:00", "prompt_metrics": {"chars": 4805, "bytes_utf8": 4805, "lines": 159, "estimated_tokens": null}, "response_metrics": {"chars": 438, "bytes_utf8": 438, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13586, "cached_input_tokens": 12032, "output_tokens": 1404, "reasoning_output_tokens": 1275}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT CAST(\\\"V\\\" AS REAL) AS \\\"V\\\",\\n AVG(CASE WHEN CAST(\\\"PE\\\" AS REAL) = 468.8 THEN 1.0 ELSE 0.0 END) AS \\\"condition_rate\\\"\\nFROM \\\"n20\\\"\\nGROUP BY CAST(\\\"V\\\" AS REAL)\\nORDER BY \\\"condition_rate\\\" DESC;\",\"notes\":\"Uses the Grouped Condition Rate template with group_col=\\\"V\\\" and condition_col=\\\"PE\\\". CAST is applied because the schema stores numeric-looking values as TEXT.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_24d791905a7be20d/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_24d791905a7be20d/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..880e7de245e71d9b1b1441e9ccb0da81061f7fb8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_24d791905a7be20d/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n20", + "model": "v2-cli:codex", + "run_id": "v2q_n20_24d791905a7be20d", + "api_calls": 0, + "input_tokens": 13586, + "cached_input_tokens": 12032, + "output_tokens": 1404, + "total_tokens": 14990, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 29602.92, + "sql_execution_elapsed_ms_total": 13.21, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_24d791905a7be20d/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_25eea11434126323/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_25eea11434126323/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..953ec444154a9e07937e2ed7436f12bc5dcca79e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_25eea11434126323/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=V, measure_col=AT. +Result preview: [{"V": "70.319999999999993", "total_measure": 1622.06}, {"V": "68.08", "total_measure": 1195.34}, {"V": "69.13", "total_measure": 1140.87}, {"V": "51.43", "total_measure": 1133.16}, {"V": "66.540000000000006", "total_measure": 1132.04}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_25eea11434126323/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_25eea11434126323/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..728cd79f6430e913fb623321cf05edb84ab58eae --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_25eea11434126323/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: n20 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_h2o_group_sum +-- query_record_id: v2q_n20_25eea11434126323 +-- problem_id: v2p_n20_98e2cb0e67a33126 +-- realization_mode: agent +-- source_kind: agent +SELECT "V", SUM(CAST("AT" AS REAL)) AS total_measure +FROM "n20" +GROUP BY "V" +ORDER BY total_measure DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_25eea11434126323/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_25eea11434126323/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ac1e39948da4be43a7c573595d485c0c999067fd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_25eea11434126323/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_h2o_group_sum\nSELECT \"V\", SUM(CAST(\"AT\" AS REAL)) AS total_measure\nFROM \"n20\"\nGROUP BY \"V\"\nORDER BY total_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"V\\\", SUM(CAST(\\\"AT\\\" AS REAL)) AS total_measure\\nFROM \\\"n20\\\"\\nGROUP BY \\\"V\\\"\\nORDER BY total_measure DESC;\", \"columns\": [\"V\", \"total_measure\"], \"rows\": [{\"V\": \"70.319999999999993\", \"total_measure\": 1622.06}, {\"V\": \"68.08\", \"total_measure\": 1195.34}, {\"V\": \"69.13\", \"total_measure\": 1140.87}, {\"V\": \"51.43\", \"total_measure\": 1133.16}, {\"V\": \"66.540000000000006\", \"total_measure\": 1132.04}, {\"V\": \"75.599999999999994\", \"total_measure\": 980.28}, {\"V\": \"77.95\", \"total_measure\": 965.75}, {\"V\": \"59.21\", \"total_measure\": 925.34}, {\"V\": \"58.79\", \"total_measure\": 917.98}, {\"V\": \"71.14\", \"total_measure\": 845.22}, {\"V\": \"71.319999999999993\", \"total_measure\": 827.61}, {\"V\": \"45.01\", \"total_measure\": 760.23}, {\"V\": \"63.94\", \"total_measure\": 759.49}, {\"V\": \"70.02\", \"total_measure\": 729.52}, {\"V\": \"68.239999999999995\", \"total_measure\": 703.27}, {\"V\": \"68.94\", \"total_measure\": 678.05}, {\"V\": \"68.67\", \"total_measure\": 666.27}, {\"V\": \"74.33\", \"total_measure\": 665.4}, {\"V\": \"71.290000000000006\", \"total_measure\": 659.54}, {\"V\": \"71.849999999999994\", \"total_measure\": 658.44}, {\"V\": \"71.98\", \"total_measure\": 658.23}, {\"V\": \"68.510000000000005\", \"total_measure\": 656.73}, {\"V\": \"73.5\", \"total_measure\": 655.47}, {\"V\": \"73.17\", \"total_measure\": 653.25}, {\"V\": \"74.22\", \"total_measure\": 653.18}, {\"V\": \"73.67\", \"total_measure\": 653.01}, {\"V\": \"68.14\", \"total_measure\": 648.79}, {\"V\": \"74.67\", \"total_measure\": 644.92}, {\"V\": \"70.94\", \"total_measure\": 642.17}, {\"V\": \"69.98\", \"total_measure\": 640.23}, {\"V\": \"44.9\", \"total_measure\": 640.11}, {\"V\": \"67.69\", \"total_measure\": 637.71}, {\"V\": \"73.180000000000007\", \"total_measure\": 637.55}, {\"V\": \"66.44\", \"total_measure\": 632.3100000000001}, {\"V\": \"67.319999999999993\", \"total_measure\": 626.32}, {\"V\": \"74.16\", \"total_measure\": 625.9}, {\"V\": \"41.17\", \"total_measure\": 624.3}, {\"V\": \"69.84\", \"total_measure\": 622.07}, {\"V\": \"70.040000000000006\", \"total_measure\": 620.12}, {\"V\": \"71.58\", \"total_measure\": 613.59}, {\"V\": \"68.3\", \"total_measure\": 613.5}, {\"V\": \"66.510000000000005\", \"total_measure\": 607.63}, {\"V\": \"69.89\", \"total_measure\": 605.4399999999999}, {\"V\": \"66.48\", \"total_measure\": 605.41}, {\"V\": \"72.430000000000007\", \"total_measure\": 601.66}, {\"V\": \"72.989999999999995\", \"total_measure\": 600.58}, {\"V\": \"72.239999999999995\", \"total_measure\": 597.5}, {\"V\": \"70.36\", \"total_measure\": 596.78}, {\"V\": \"72.58\", \"total_measure\": 596.03}, {\"V\": \"70.47\", \"total_measure\": 593.61}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 5.9}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_25eea11434126323/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_25eea11434126323/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..dd8b5b60969b17dd4ff850e35d2875737d88e3cf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_25eea11434126323/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "n20", + "started_at": "2026-05-19T15:29:53.217391+00:00", + "ended_at": "2026-05-19T15:30:15.637770+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n20_25eea11434126323", + "problem_id": "v2p_n20_98e2cb0e67a33126", + "dataset_id": "n20", + "template_id": "tpl_h2o_group_sum", + "template_name": "Grouped Numeric Sum", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_conditional_contrast", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=V, measure_col=AT.", + "bindings": { + "group_col": "V", + "measure_col": "AT", + "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": 23.99, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=rule", + "problem_index_within_template=5", + "sql_variant_index=2/2", + "binding_index=4" + ], + "template_selection_mode": "rule", + "selected_template_rank": 1, + "problem_index_within_template": 5, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/sql/v2q_n20_25eea11434126323.sql", + "usage_summary": { + "dataset_id": "n20", + "model": "v2-cli:codex", + "run_id": "v2q_n20_25eea11434126323", + "api_calls": 0, + "input_tokens": 13518, + "cached_input_tokens": 12032, + "output_tokens": 360, + "total_tokens": 13878, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 22411.46, + "sql_execution_elapsed_ms_total": 5.9, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_25eea11434126323/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_25eea11434126323/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_25eea11434126323/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ee1d883ee17b103fa7559c937e674f7b1200014b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_25eea11434126323/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:30:15.630487+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": 22411.46, "started_at": "2026-05-19T15:29:53.218207+00:00", "ended_at": "2026-05-19T15:30:15.629696+00:00", "prompt_metrics": {"chars": 4543, "bytes_utf8": 4543, "lines": 156, "estimated_tokens": null}, "response_metrics": {"chars": 344, "bytes_utf8": 344, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13518, "cached_input_tokens": 12032, "output_tokens": 360, "reasoning_output_tokens": 264}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"V\\\", SUM(CAST(\\\"AT\\\" AS REAL)) AS total_measure\\nFROM \\\"n20\\\"\\nGROUP BY \\\"V\\\"\\nORDER BY total_measure DESC;\",\"notes\":\"Applied the provided Grouped Numeric Sum template with group_col=\\\"V\\\" and measure_col=\\\"AT\\\". Cast \\\"AT\\\" to REAL because the schema stores numeric-looking fields as TEXT.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_25eea11434126323/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_25eea11434126323/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..f0d60eaad9a7b71432cf2cdf0d39d814f4379e42 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_25eea11434126323/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n20", + "model": "v2-cli:codex", + "run_id": "v2q_n20_25eea11434126323", + "api_calls": 0, + "input_tokens": 13518, + "cached_input_tokens": 12032, + "output_tokens": 360, + "total_tokens": 13878, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 22411.46, + "sql_execution_elapsed_ms_total": 5.9, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_25eea11434126323/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_2b30bdc9d52341c1/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_2b30bdc9d52341c1/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..0513b8f4cb00253372766e560e2ec47487fee8ae --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_2b30bdc9d52341c1/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Window Partition Average to probe slice_level_consistency with semantic role ranked_signal_view. Focus on group_col=V, measure_col=AT. +Result preview: [{"V": "44.37", "avg_measure": 32.45}, {"V": "80.180000000000007", "avg_measure": 32.086}, {"V": "73.03", "avg_measure": 32.04461538461538}, {"V": "53.53", "avg_measure": 31.99}, {"V": "62.04", "avg_measure": 31.802500000000002}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_2b30bdc9d52341c1/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_2b30bdc9d52341c1/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..7a4eff5fb32007f363135cf22ad75cff86641e6b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_2b30bdc9d52341c1/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: n20 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_n20_2b30bdc9d52341c1 +-- problem_id: v2p_n20_daaa671a80c47e21 +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "V", + AVG(CAST("AT" AS REAL)) OVER (PARTITION BY "V") AS avg_measure +FROM "n20" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_2b30bdc9d52341c1/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_2b30bdc9d52341c1/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..25a66dbbd1a7dbce9a8c2f96daa74e8694101813 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_2b30bdc9d52341c1/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_window_partition_avg\nSELECT DISTINCT \"V\",\n AVG(CAST(\"AT\" AS REAL)) OVER (PARTITION BY \"V\") AS avg_measure\nFROM \"n20\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"V\\\",\\n AVG(CAST(\\\"AT\\\" AS REAL)) OVER (PARTITION BY \\\"V\\\") AS avg_measure\\nFROM \\\"n20\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"V\", \"avg_measure\"], \"rows\": [{\"V\": \"44.37\", \"avg_measure\": 32.45}, {\"V\": \"80.180000000000007\", \"avg_measure\": 32.086}, {\"V\": \"73.03\", \"avg_measure\": 32.04461538461538}, {\"V\": \"53.53\", \"avg_measure\": 31.99}, {\"V\": \"62.04\", \"avg_measure\": 31.802500000000002}, {\"V\": \"74.34\", \"avg_measure\": 31.431538461538462}, {\"V\": \"62.7\", \"avg_measure\": 31.32}, {\"V\": \"72.290000000000006\", \"avg_measure\": 31.309166666666666}, {\"V\": \"71.22\", \"avg_measure\": 31.302}, {\"V\": \"79.05\", \"avg_measure\": 31.22}, {\"V\": \"73.88\", \"avg_measure\": 31.202999999999996}, {\"V\": \"67.48\", \"avg_measure\": 31.145}, {\"V\": \"73.56\", \"avg_measure\": 30.966428571428573}, {\"V\": \"70.8\", \"avg_measure\": 30.805714285714284}, {\"V\": \"73.91\", \"avg_measure\": 30.72625}, {\"V\": \"72.25\", \"avg_measure\": 30.686666666666667}, {\"V\": \"53.3\", \"avg_measure\": 30.63}, {\"V\": \"72.86\", \"avg_measure\": 30.506666666666664}, {\"V\": \"69.819999999999993\", \"avg_measure\": 30.504285714285714}, {\"V\": \"69.98\", \"avg_measure\": 30.487142857142857}, {\"V\": \"70.83\", \"avg_measure\": 30.465}, {\"V\": \"65.739999999999995\", \"avg_measure\": 30.441666666666666}, {\"V\": \"56.24\", \"avg_measure\": 30.44}, {\"V\": \"75.08\", \"avg_measure\": 30.422307692307694}, {\"V\": \"71.8\", \"avg_measure\": 30.321111111111108}, {\"V\": \"77.17\", \"avg_measure\": 30.314666666666668}, {\"V\": \"78.05\", \"avg_measure\": 30.21142857142857}, {\"V\": \"58.9\", \"avg_measure\": 30.173333333333332}, {\"V\": \"69.88\", \"avg_measure\": 30.139444444444443}, {\"V\": \"68.27\", \"avg_measure\": 30.112142857142857}, {\"V\": \"67.22\", \"avg_measure\": 30.060000000000002}, {\"V\": \"78.87\", \"avg_measure\": 30.035}, {\"V\": \"62.34\", \"avg_measure\": 30.01}, {\"V\": \"69.75\", \"avg_measure\": 29.977777777777778}, {\"V\": \"76.09\", \"avg_measure\": 29.875384615384615}, {\"V\": \"68.510000000000005\", \"avg_measure\": 29.851363636363637}, {\"V\": \"61.85\", \"avg_measure\": 29.85}, {\"V\": \"74.16\", \"avg_measure\": 29.804761904761904}, {\"V\": \"75.33\", \"avg_measure\": 29.763076923076923}, {\"V\": \"64.959999999999994\", \"avg_measure\": 29.745263157894737}, {\"V\": \"57.35\", \"avg_measure\": 29.7}, {\"V\": \"72.510000000000005\", \"avg_measure\": 29.61}, {\"V\": \"76.2\", \"avg_measure\": 29.56153846153846}, {\"V\": \"71.319999999999993\", \"avg_measure\": 29.5575}, {\"V\": \"68.84\", \"avg_measure\": 29.534285714285716}, {\"V\": \"79.739999999999995\", \"avg_measure\": 29.511875}, {\"V\": \"68.14\", \"avg_measure\": 29.490454545454543}, {\"V\": \"68.94\", \"avg_measure\": 29.480434782608693}, {\"V\": \"69.400000000000006\", \"avg_measure\": 29.46}, {\"V\": \"77.239999999999995\", \"avg_measure\": 29.400000000000002}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 41.7}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_2b30bdc9d52341c1/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_2b30bdc9d52341c1/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..6d25ba5b4c0616ab6d8cc785916fb66c382e794a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_2b30bdc9d52341c1/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "n20", + "started_at": "2026-05-19T15:42:21.174326+00:00", + "ended_at": "2026-05-19T15:42:29.816238+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n20_2b30bdc9d52341c1", + "problem_id": "v2p_n20_daaa671a80c47e21", + "dataset_id": "n20", + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role ranked_signal_view. Focus on group_col=V, measure_col=AT.", + "bindings": { + "group_col": "V", + "measure_col": "AT", + "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": 23.99, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=rule", + "problem_index_within_template=5", + "sql_variant_index=2/2", + "binding_index=52" + ], + "template_selection_mode": "rule", + "selected_template_rank": 5, + "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_a/n20/sql/v2q_n20_2b30bdc9d52341c1.sql", + "usage_summary": { + "dataset_id": "n20", + "model": "v2-cli:codex", + "run_id": "v2q_n20_2b30bdc9d52341c1", + "api_calls": 0, + "input_tokens": 13529, + "cached_input_tokens": 12672, + "output_tokens": 288, + "total_tokens": 13817, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 8594.79, + "sql_execution_elapsed_ms_total": 41.7, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_2b30bdc9d52341c1/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_2b30bdc9d52341c1/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_2b30bdc9d52341c1/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e459afff3e9f2e5d434c95287e851cb723452b96 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_2b30bdc9d52341c1/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:42:29.771851+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": 8594.79, "started_at": "2026-05-19T15:42:21.175565+00:00", "ended_at": "2026-05-19T15:42:29.770390+00:00", "prompt_metrics": {"chars": 4627, "bytes_utf8": 4627, "lines": 156, "estimated_tokens": null}, "response_metrics": {"chars": 368, "bytes_utf8": 368, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13529, "cached_input_tokens": 12672, "output_tokens": 288, "reasoning_output_tokens": 190}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"V\\\",\\n AVG(CAST(\\\"AT\\\" AS REAL)) OVER (PARTITION BY \\\"V\\\") AS avg_measure\\nFROM \\\"n20\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Applied the requested Window Partition Average template with group_col=\\\"V\\\" and measure_col=\\\"AT\\\". Cast \\\"AT\\\" from TEXT to REAL for numeric averaging in SQLite.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_2b30bdc9d52341c1/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_2b30bdc9d52341c1/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..8708f2bf2bf9a971b5a641feddd20cd0953db3ae --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_2b30bdc9d52341c1/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n20", + "model": "v2-cli:codex", + "run_id": "v2q_n20_2b30bdc9d52341c1", + "api_calls": 0, + "input_tokens": 13529, + "cached_input_tokens": 12672, + "output_tokens": 288, + "total_tokens": 13817, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 8594.79, + "sql_execution_elapsed_ms_total": 41.7, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_2b30bdc9d52341c1/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_30013ef64430ead8/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_30013ef64430ead8/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..4eb8a72ef538a63d3382e5647f403e7501eba7ee --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_30013ef64430ead8/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "n20", + "started_at": "2026-05-19T15:54:59.610300+00:00", + "ended_at": "2026-05-19T15:55:06.941596+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n20_30013ef64430ead8", + "problem_id": "v2p_n20_c15b7f11d0e6c918", + "dataset_id": "n20", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=V, measure_col=RH.", + "bindings": { + "group_col": "V", + "measure_col": "RH", + "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": 81.4522, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=rule", + "problem_index_within_template=4", + "sql_variant_index=2/2", + "binding_index=87" + ], + "template_selection_mode": "rule", + "selected_template_rank": 8, + "problem_index_within_template": 4, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_30013ef64430ead8/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_30013ef64430ead8/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..aaeb3542019aeab46555b4382b14d2e9b7283c60 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_30013ef64430ead8/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T15:55:02.845973+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": 3233.59, "started_at": "2026-05-19T15:54:59.611216+00:00", "ended_at": "2026-05-19T15:55:02.844833+00:00", "prompt_metrics": {"chars": 4725, "bytes_utf8": 4725, "lines": 156, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40f2-93c4-7292-8314-fd428a6769f9\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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": "2026-05-19T15:55:06.941498+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": 3093.36, "started_at": "2026-05-19T15:55:03.847316+00:00", "ended_at": "2026-05-19T15:55:06.940724+00:00", "prompt_metrics": {"chars": 4725, "bytes_utf8": 4725, "lines": 156, "estimated_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-a431-7370-a266-2214d92ac8f1\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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_a/n20/artifacts/v2q_n20_305b715440590e9a/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_305b715440590e9a/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..1b6551bfd019e9a42475d0ed23dcd60467c4ea6a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_305b715440590e9a/final_answer.txt @@ -0,0 +1 @@ +No rows were returned for: Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=V, measure_col=AT. \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_305b715440590e9a/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_305b715440590e9a/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..d6fbd89987df8b4e5ba04142520159e09a4ada03 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_305b715440590e9a/generated_sql.sql @@ -0,0 +1,31 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: n20 +-- 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_tpch_relative_total_threshold +-- query_record_id: v2q_n20_305b715440590e9a +-- problem_id: v2p_n20_0d96c6550bc586a9 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT + "V", + SUM(CAST("AT" AS REAL)) AS group_value + FROM "n20" + GROUP BY "V" +), +total AS ( + SELECT SUM(group_value) AS total_value + FROM grouped +) +SELECT + g."V", + g.group_value +FROM grouped AS g +CROSS JOIN total AS t +WHERE g.group_value > t.total_value * 0.1 +ORDER BY g.group_value DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_305b715440590e9a/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_305b715440590e9a/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..bbf0fdad63f3b38d0371e65e82e6887593257251 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_305b715440590e9a/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_tpch_relative_total_threshold\nWITH grouped AS (\n SELECT\n \"V\",\n SUM(CAST(\"AT\" AS REAL)) AS group_value\n FROM \"n20\"\n GROUP BY \"V\"\n),\ntotal AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT\n g.\"V\",\n g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * 0.1\nORDER BY g.group_value DESC;", "result": "{\"query\": \"-- template_id: tpl_tpch_relative_total_threshold\\nWITH grouped AS (\\n SELECT\\n \\\"V\\\",\\n SUM(CAST(\\\"AT\\\" AS REAL)) AS group_value\\n FROM \\\"n20\\\"\\n GROUP BY \\\"V\\\"\\n),\\ntotal AS (\\n SELECT SUM(group_value) AS total_value\\n FROM grouped\\n)\\nSELECT\\n g.\\\"V\\\",\\n g.group_value\\nFROM grouped AS g\\nCROSS JOIN total AS t\\nWHERE g.group_value > t.total_value * 0.1\\nORDER BY g.group_value DESC;\", \"columns\": [\"V\", \"group_value\"], \"rows\": [], \"row_count_returned\": 0, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 9.49}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_305b715440590e9a/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_305b715440590e9a/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..d363171dc881b6528ae60ce09c1c8e15051243f0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_305b715440590e9a/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "n20", + "started_at": "2026-05-19T15:45:55.288981+00:00", + "ended_at": "2026-05-19T15:46:07.083977+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n20_305b715440590e9a", + "problem_id": "v2p_n20_0d96c6550bc586a9", + "dataset_id": "n20", + "template_id": "tpl_tpch_relative_total_threshold", + "template_name": "Relative-to-Total Extreme Threshold", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_mass_similarity", + "intended_facet_id": "tail_ranked_signal", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=V, measure_col=AT.", + "bindings": { + "group_col": "V", + "measure_col": "AT", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 25.72, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=rule", + "problem_index_within_template=1", + "sql_variant_index=1/2", + "binding_index=72" + ], + "template_selection_mode": "rule", + "selected_template_rank": 7, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/sql/v2q_n20_305b715440590e9a.sql", + "usage_summary": { + "dataset_id": "n20", + "model": "v2-cli:codex", + "run_id": "v2q_n20_305b715440590e9a", + "api_calls": 0, + "input_tokens": 13654, + "cached_input_tokens": 12672, + "output_tokens": 554, + "total_tokens": 14208, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11781.3, + "sql_execution_elapsed_ms_total": 9.49, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_305b715440590e9a/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_305b715440590e9a/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_305b715440590e9a/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..fadc6422a9fbcffd03302524b06f7d5735d53205 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_305b715440590e9a/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:46:07.072466+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": 11781.3, "started_at": "2026-05-19T15:45:55.290005+00:00", "ended_at": "2026-05-19T15:46:07.071329+00:00", "prompt_metrics": {"chars": 5096, "bytes_utf8": 5096, "lines": 156, "estimated_tokens": null}, "response_metrics": {"chars": 622, "bytes_utf8": 622, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13654, "cached_input_tokens": 12672, "output_tokens": 554, "reasoning_output_tokens": 382}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tpch_relative_total_threshold\\nWITH grouped AS (\\n SELECT\\n \\\"V\\\",\\n SUM(CAST(\\\"AT\\\" AS REAL)) AS group_value\\n FROM \\\"n20\\\"\\n GROUP BY \\\"V\\\"\\n),\\ntotal AS (\\n SELECT SUM(group_value) AS total_value\\n FROM grouped\\n)\\nSELECT\\n g.\\\"V\\\",\\n g.group_value\\nFROM grouped AS g\\nCROSS JOIN total AS t\\nWHERE g.group_value > t.total_value * 0.1\\nORDER BY g.group_value DESC;\",\"notes\":\"Applied the provided Relative-to-Total Extreme Threshold template with group_col=\\\"V\\\" and measure_col=\\\"AT\\\". Cast \\\"AT\\\" to REAL because the schema stores numeric fields as TEXT.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_305b715440590e9a/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_305b715440590e9a/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..a9bd1b64f99ce9dd69b286a0d47d2b967719ddf2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_305b715440590e9a/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n20", + "model": "v2-cli:codex", + "run_id": "v2q_n20_305b715440590e9a", + "api_calls": 0, + "input_tokens": 13654, + "cached_input_tokens": 12672, + "output_tokens": 554, + "total_tokens": 14208, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11781.3, + "sql_execution_elapsed_ms_total": 9.49, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_305b715440590e9a/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_314ee9f465230c1a/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_314ee9f465230c1a/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..86fbab98b1d44f00afacd41dcda2f523d8d959d9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_314ee9f465230c1a/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=V, measure_col=RH. +Result preview: [{"V": "35.85", "AP": "1021.99", "total_measure": 78.25, "share_within_group": 100.0}, {"V": "36.43", "AP": "1023.42", "total_measure": 79.5, "share_within_group": 100.0}, {"V": "36.54", "AP": "1007.93", "total_measure": 77.65, "share_within_group": 100.0}, {"V": "37.86", "AP": "1022.44", "total_measure": 68.82, "share_within_group": 100.0}, {"V": "37.9", "AP": "997.41", "total_measure": 91.51, "share_within_group": 100.0}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_314ee9f465230c1a/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_314ee9f465230c1a/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..31cccd5570e9ec18383ee159018829547825ab5f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_314ee9f465230c1a/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: n20 +-- 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_tpcds_within_group_share +-- query_record_id: v2q_n20_314ee9f465230c1a +-- problem_id: v2p_n20_4f890230b69c0efd +-- realization_mode: agent +-- source_kind: agent +SELECT "V", "AP", + SUM(CAST("RH" AS REAL)) AS "total_measure", + SUM(CAST("RH" AS REAL)) * 100.0 / SUM(SUM(CAST("RH" AS REAL))) OVER (PARTITION BY "V") AS "share_within_group" +FROM "n20" +GROUP BY "V", "AP" +ORDER BY "share_within_group" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_314ee9f465230c1a/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_314ee9f465230c1a/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ddd8649fcde47689e0b6da2046bf6df5ccbd4ca9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_314ee9f465230c1a/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_tpcds_within_group_share\nSELECT \"V\", \"AP\",\n SUM(CAST(\"RH\" AS REAL)) AS \"total_measure\",\n SUM(CAST(\"RH\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"RH\" AS REAL))) OVER (PARTITION BY \"V\") AS \"share_within_group\"\nFROM \"n20\"\nGROUP BY \"V\", \"AP\"\nORDER BY \"share_within_group\" DESC;", "result": "{\"query\": \"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"V\\\", \\\"AP\\\",\\n SUM(CAST(\\\"RH\\\" AS REAL)) AS \\\"total_measure\\\",\\n SUM(CAST(\\\"RH\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"RH\\\" AS REAL))) OVER (PARTITION BY \\\"V\\\") AS \\\"share_within_group\\\"\\nFROM \\\"n20\\\"\\nGROUP BY \\\"V\\\", \\\"AP\\\"\\nORDER BY \\\"share_within_group\\\" DESC;\", \"columns\": [\"V\", \"AP\", \"total_measure\", \"share_within_group\"], \"rows\": [{\"V\": \"35.85\", \"AP\": \"1021.99\", \"total_measure\": 78.25, \"share_within_group\": 100.0}, {\"V\": \"36.43\", \"AP\": \"1023.42\", \"total_measure\": 79.5, \"share_within_group\": 100.0}, {\"V\": \"36.54\", \"AP\": \"1007.93\", \"total_measure\": 77.65, \"share_within_group\": 100.0}, {\"V\": \"37.86\", \"AP\": \"1022.44\", \"total_measure\": 68.82, \"share_within_group\": 100.0}, {\"V\": \"37.9\", \"AP\": \"997.41\", \"total_measure\": 91.51, \"share_within_group\": 100.0}, {\"V\": \"37.909999999999997\", \"AP\": \"1018.09\", \"total_measure\": 88.84, \"share_within_group\": 100.0}, {\"V\": \"38.92\", \"AP\": \"1015.6\", \"total_measure\": 90.05, \"share_within_group\": 100.0}, {\"V\": \"39.08\", \"AP\": \"1002.77\", \"total_measure\": 74.24, \"share_within_group\": 100.0}, {\"V\": \"40.33\", \"AP\": \"1005.31\", \"total_measure\": 85.42, \"share_within_group\": 100.0}, {\"V\": \"41.43\", \"AP\": \"1011.34\", \"total_measure\": 89.67, \"share_within_group\": 100.0}, {\"V\": \"44.3\", \"AP\": \"1014.34\", \"total_measure\": 83.39, \"share_within_group\": 100.0}, {\"V\": \"44.37\", \"AP\": \"1005.05\", \"total_measure\": 44.37, \"share_within_group\": 100.0}, {\"V\": \"45.76\", \"AP\": \"1014.73\", \"total_measure\": 89.84, \"share_within_group\": 100.0}, {\"V\": \"45.78\", \"AP\": \"1025.27\", \"total_measure\": 95.72, \"share_within_group\": 100.0}, {\"V\": \"46.9\", \"AP\": \"1019.59\", \"total_measure\": 98.1, \"share_within_group\": 100.0}, {\"V\": \"50.39\", \"AP\": \"1012.96\", \"total_measure\": 76.05, \"share_within_group\": 100.0}, {\"V\": \"53.3\", \"AP\": \"1004.91\", \"total_measure\": 53.3, \"share_within_group\": 100.0}, {\"V\": \"53.53\", \"AP\": \"1004.98\", \"total_measure\": 53.53, \"share_within_group\": 100.0}, {\"V\": \"54.89\", \"AP\": \"1007.16\", \"total_measure\": 46.6, \"share_within_group\": 100.0}, {\"V\": \"55.28\", \"AP\": \"1020.22\", \"total_measure\": 68.33, \"share_within_group\": 100.0}, {\"V\": \"55.68\", \"AP\": \"1004.84\", \"total_measure\": 55.68, \"share_within_group\": 100.0}, {\"V\": \"56.24\", \"AP\": \"1005.19\", \"total_measure\": 56.24, \"share_within_group\": 100.0}, {\"V\": \"56.51\", \"AP\": \"1015.58\", \"total_measure\": 92.56, \"share_within_group\": 100.0}, {\"V\": \"56.86\", \"AP\": \"1005.82\", \"total_measure\": 56.86, \"share_within_group\": 100.0}, {\"V\": \"57.35\", \"AP\": \"1005.63\", \"total_measure\": 57.35, \"share_within_group\": 100.0}, {\"V\": \"57.55\", \"AP\": \"1004.77\", \"total_measure\": 57.55, \"share_within_group\": 100.0}, {\"V\": \"57.82\", \"AP\": \"1004.81\", \"total_measure\": 57.82, \"share_within_group\": 100.0}, {\"V\": \"60.06\", \"AP\": \"1005.86\", \"total_measure\": 41.57, \"share_within_group\": 100.0}, {\"V\": \"61.85\", \"AP\": \"1005.45\", \"total_measure\": 61.85, \"share_within_group\": 100.0}, {\"V\": \"62.34\", \"AP\": \"1005.28\", \"total_measure\": 62.34, \"share_within_group\": 100.0}, {\"V\": \"64.09\", \"AP\": \"1005.41\", \"total_measure\": 64.09, \"share_within_group\": 100.0}, {\"V\": \"64.34\", \"AP\": \"1007.12\", \"total_measure\": 65.87, \"share_within_group\": 100.0}, {\"V\": \"65.75\", \"AP\": \"1006.45\", \"total_measure\": 65.75, \"share_within_group\": 100.0}, {\"V\": \"66.849999999999994\", \"AP\": \"1011.11\", \"total_measure\": 63.25, \"share_within_group\": 100.0}, {\"V\": \"67.98\", \"AP\": \"1006.01\", \"total_measure\": 67.98, \"share_within_group\": 100.0}, {\"V\": \"68.37\", \"AP\": \"1006.5\", \"total_measure\": 68.37, \"share_within_group\": 100.0}, {\"V\": \"70.09\", \"AP\": \"1006.56\", \"total_measure\": 70.09, \"share_within_group\": 100.0}, {\"V\": \"73.11\", \"AP\": \"1006.66\", \"total_measure\": 73.11, \"share_within_group\": 100.0}, {\"V\": \"73.459999999999994\", \"AP\": \"1006.61\", \"total_measure\": 73.46, \"share_within_group\": 100.0}, {\"V\": \"76.16\", \"AP\": \"1006.2\", \"total_measure\": 76.16, \"share_within_group\": 100.0}, {\"V\": \"78.11\", \"AP\": \"1006.73\", \"total_measure\": 78.11, \"share_within_group\": 100.0}, {\"V\": \"80.25\", \"AP\": \"1006.38\", \"total_measure\": 80.25, \"share_within_group\": 100.0}, {\"V\": \"81.56\", \"AP\": \"1006.57\", \"total_measure\": 81.56, \"share_within_group\": 100.0}, {\"V\": \"58.71\", \"AP\": \"1009.8\", \"total_measure\": 171.04000000000002, \"share_within_group\": 69.1154483371722}, {\"V\": \"47.24\", \"AP\": \"1015.75\", \"total_measure\": 88.78, \"share_within_group\": 55.720830979727616}, {\"V\": \"78.87\", \"AP\": \"1012.05\", \"total_measure\": 84.28, \"share_within_group\": 54.38471962315287}, {\"V\": \"72.510000000000005\", \"AP\": \"1009.24\", \"total_measure\": 58.38, \"share_within_group\": 53.54980737479361}, {\"V\": \"62.7\", \"AP\": \"1009.35\", \"total_measure\": 55.27, \"share_within_group\": 52.423408896898415}, {\"V\": \"58.69\", \"AP\": \"1008.22\", \"total_measure\": 82.81, \"share_within_group\": 52.24935327149978}, {\"V\": \"67.510000000000005\", \"AP\": \"1012.38\", \"total_measure\": 60.25, \"share_within_group\": 52.0293609671848}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 51.31}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_314ee9f465230c1a/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_314ee9f465230c1a/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..0ce3d11bbda0539040a9a228ddfe02c5ff82adf2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_314ee9f465230c1a/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "n20", + "started_at": "2026-05-19T15:37:15.147493+00:00", + "ended_at": "2026-05-19T15:37:29.603583+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n20_314ee9f465230c1a", + "problem_id": "v2p_n20_4f890230b69c0efd", + "dataset_id": "n20", + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=V, measure_col=RH.", + "bindings": { + "group_col": "V", + "measure_col": "RH", + "item_col": "AP", + "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": 81.4522, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "item_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=rule", + "problem_index_within_template=8", + "sql_variant_index=2/2", + "binding_index=31" + ], + "template_selection_mode": "rule", + "selected_template_rank": 3, + "problem_index_within_template": 8, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/sql/v2q_n20_314ee9f465230c1a.sql", + "usage_summary": { + "dataset_id": "n20", + "model": "v2-cli:codex", + "run_id": "v2q_n20_314ee9f465230c1a", + "api_calls": 0, + "input_tokens": 13637, + "cached_input_tokens": 12672, + "output_tokens": 671, + "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": 14400.18, + "sql_execution_elapsed_ms_total": 51.31, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_314ee9f465230c1a/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_314ee9f465230c1a/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_314ee9f465230c1a/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..68f02013845d782cec65c427dadc5aba24c979ee --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_314ee9f465230c1a/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:37:29.550144+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": 14400.18, "started_at": "2026-05-19T15:37:15.148495+00:00", "ended_at": "2026-05-19T15:37:29.548708+00:00", "prompt_metrics": {"chars": 4950, "bytes_utf8": 4950, "lines": 158, "estimated_tokens": null}, "response_metrics": {"chars": 507, "bytes_utf8": 507, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13637, "cached_input_tokens": 12672, "output_tokens": 671, "reasoning_output_tokens": 516}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"V\\\", \\\"AP\\\",\\n SUM(CAST(\\\"RH\\\" AS REAL)) AS \\\"total_measure\\\",\\n SUM(CAST(\\\"RH\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"RH\\\" AS REAL))) OVER (PARTITION BY \\\"V\\\") AS \\\"share_within_group\\\"\\nFROM \\\"n20\\\"\\nGROUP BY \\\"V\\\", \\\"AP\\\"\\nORDER BY \\\"share_within_group\\\" DESC;\",\"notes\":\"Used the required template with group_col=\\\"V\\\", item_col=\\\"AP\\\", and measure_col=\\\"RH\\\". Cast \\\"RH\\\" to REAL because the schema stores numeric fields as TEXT.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_314ee9f465230c1a/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_314ee9f465230c1a/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..3dc9709b232f6f09ec65cbb98b6ff1b2a32a9680 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_314ee9f465230c1a/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n20", + "model": "v2-cli:codex", + "run_id": "v2q_n20_314ee9f465230c1a", + "api_calls": 0, + "input_tokens": 13637, + "cached_input_tokens": 12672, + "output_tokens": 671, + "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": 14400.18, + "sql_execution_elapsed_ms_total": 51.31, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_314ee9f465230c1a/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_32e41a1a3f104b39/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_32e41a1a3f104b39/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..61739be649673d7f8a45797da89ad16461055da1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_32e41a1a3f104b39/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 4724, "bytes_utf8": 4724, "lines": 154, "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": 13573, "cached_input_tokens": 12672, "output_tokens": 459, "reasoning_output_tokens": 323}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_32e41a1a3f104b39/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_32e41a1a3f104b39/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..38c5a25add3e5f860001a7b7713fe00b2ddc29f4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_32e41a1a3f104b39/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": "n20", + "model": "v2-cli:codex", + "run_id": "v2q_n20_32e41a1a3f104b39", + "api_calls": 0, + "input_tokens": 13573, + "cached_input_tokens": 12672, + "output_tokens": 459, + "total_tokens": 14032, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 23315.95, + "sql_execution_elapsed_ms_total": 15.56, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_32e41a1a3f104b39/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_32e41a1a3f104b39/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_32e41a1a3f104b39/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..cc9edc11478bea8d0b13f1c7c159bb530651d1cb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_32e41a1a3f104b39/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": "2026-05-19T15:44:16.334664+00:00", + "ended_at": "2026-05-19T15:44:39.650647+00:00", + "elapsed_ms": 23315.95, + "prompt_metrics": { + "chars": 4724, + "bytes_utf8": 4724, + "lines": 154, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1829, + "bytes_utf8": 1829, + "lines": 7, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 464, + "bytes_utf8": 464, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13573, + "cached_input_tokens": 12672, + "output_tokens": 459, + "reasoning_output_tokens": 323 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_32e41a1a3f104b39/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_32e41a1a3f104b39/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5a0585a96db223ae9daa3f4b7db3d8e231e89688 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_32e41a1a3f104b39/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,154 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n20 +- dataset_name: Combined Cycle Power Plant +- table_name: n20 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 4 feature columns and target `PE`. +- task_type: regression +- target_column: PE +- main_row_count: 9568 +- important_fields: +- AT: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for AT. +- V: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'subgroup_candidate'] desc=Numeric field for V. +- AP: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for AP. +- RH: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for RH. +- PE: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for PE. +- useful_field_combinations: [['V', 'AT', 'PE'], ['AT', 'V', 'PE']] +- fields_requiring_caution: ['PE', 'AT', 'V', 'AP'] +- source_url: https://archive.ics.uci.edu/dataset/294/combined+cycle+power+plant + +SQLite schema snapshot: +{ + "table_name": "n20", + "quoted_table_name": "\"n20\"", + "row_count": 9568, + "columns": [ + { + "name": "AT", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "AP", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PE", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "AT": "14.96", + "V": "41.76", + "AP": "1024.07", + "RH": "73.17", + "PE": "463.26" + }, + { + "AT": "25.18", + "V": "62.96", + "AP": "1020.04", + "RH": "59.08", + "PE": "444.37" + }, + { + "AT": "5.1100000000000003", + "V": "39.4", + "AP": "1012.16", + "RH": "92.14", + "PE": "488.56" + }, + { + "AT": "20.86", + "V": "57.32", + "AP": "1010.24", + "RH": "76.64", + "PE": "446.48" + }, + { + "AT": "10.82", + "V": "37.5", + "AP": "1009.23", + "RH": "96.62", + "PE": "473.9" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_quantile_tail_slice", + "template_name": "Quantile Tail Slice", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n20", + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=V.", + "planned_template_id": "tpl_m4_quantile_tail_slice", + "bindings": { + "measure_col": "V", + "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": 66.54, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_32e41a1a3f104b39/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_32e41a1a3f104b39/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d73cef39cef9ceea606c273f36e9118a6e7e57f6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_32e41a1a3f104b39/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,7 @@ +{"type":"thread.started","thread_id":"019e40e8-c2c8-72c2-a823-de9968898610"} +{"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 1986898, Requested 14208. Please try again in 33ms. 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 14208. Please try again in 426ms. Visit https://platform.openai.com/account/rate-limits to learn more.)"} +{"type":"error","message":"Reconnecting... 4/5 (stream disconnected before completion: Rate limit reached for gpt-5.4 in organization org-yXK0mBGOR7eXhtGEx8v7e3bf on tokens per min (TPM): Limit 2000000, Used 2000000, Requested 14208. Please try again in 426ms. 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_quantile_tail_slice\\nWITH buckets AS (\\n SELECT CAST(\\\"V\\\" AS REAL) AS \\\"V\\\",\\n NTILE(10) OVER (ORDER BY CAST(\\\"V\\\" AS REAL) DESC) AS tail_bucket\\n FROM \\\"n20\\\"\\n)\\nSELECT \\\"V\\\"\\nFROM buckets\\nWHERE tail_bucket = 1\\nORDER BY \\\"V\\\" DESC;\",\"notes\":\"Applied the Quantile Tail Slice template with measure_col bound to \\\"V\\\" and num_tiles fixed at 10. Cast \\\"V\\\" to REAL because the schema stores numeric fields as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13573,"cached_input_tokens":12672,"output_tokens":459,"reasoning_output_tokens":323}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_32e41a1a3f104b39/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_32e41a1a3f104b39/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4a163f8c71d7ed901eec418df1da83c135cea2e1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_32e41a1a3f104b39/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_quantile_tail_slice\nWITH buckets AS (\n SELECT CAST(\"V\" AS REAL) AS \"V\",\n NTILE(10) OVER (ORDER BY CAST(\"V\" AS REAL) DESC) AS tail_bucket\n FROM \"n20\"\n)\nSELECT \"V\"\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY \"V\" DESC;","notes":"Applied the Quantile Tail Slice template with measure_col bound to \"V\" and num_tiles fixed at 10. Cast \"V\" to REAL because the schema stores numeric fields as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_32e41a1a3f104b39/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_32e41a1a3f104b39/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_32e41a1a3f104b39/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_32e41a1a3f104b39/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..733747e162a193dc86fa5180eda141f4d58aa45f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_32e41a1a3f104b39/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=V. +Result preview: [{"V": 81.56}, {"V": 80.25}, {"V": 80.18}, {"V": 80.18}, {"V": 80.18}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_32e41a1a3f104b39/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_32e41a1a3f104b39/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..0b21f7c8e238519a7edb1ac204c8309d667f856b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_32e41a1a3f104b39/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: n20 +-- 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_m4_quantile_tail_slice +-- query_record_id: v2q_n20_32e41a1a3f104b39 +-- problem_id: v2p_n20_132fed8c30d68615 +-- realization_mode: agent +-- source_kind: agent +WITH buckets AS ( + SELECT CAST("V" AS REAL) AS "V", + NTILE(10) OVER (ORDER BY CAST("V" AS REAL) DESC) AS tail_bucket + FROM "n20" +) +SELECT "V" +FROM buckets +WHERE tail_bucket = 1 +ORDER BY "V" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_32e41a1a3f104b39/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_32e41a1a3f104b39/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..50aed2b8cface958a1988068f40efb598bb6e0f5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_32e41a1a3f104b39/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_quantile_tail_slice\nWITH buckets AS (\n SELECT CAST(\"V\" AS REAL) AS \"V\",\n NTILE(10) OVER (ORDER BY CAST(\"V\" AS REAL) DESC) AS tail_bucket\n FROM \"n20\"\n)\nSELECT \"V\"\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY \"V\" DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_quantile_tail_slice\\nWITH buckets AS (\\n SELECT CAST(\\\"V\\\" AS REAL) AS \\\"V\\\",\\n NTILE(10) OVER (ORDER BY CAST(\\\"V\\\" AS REAL) DESC) AS tail_bucket\\n FROM \\\"n20\\\"\\n)\\nSELECT \\\"V\\\"\\nFROM buckets\\nWHERE tail_bucket = 1\\nORDER BY \\\"V\\\" DESC;\", \"columns\": [\"V\"], \"rows\": [{\"V\": 81.56}, {\"V\": 80.25}, {\"V\": 80.18}, {\"V\": 80.18}, {\"V\": 80.18}, {\"V\": 80.18}, {\"V\": 80.18}, {\"V\": 79.74}, {\"V\": 79.74}, {\"V\": 79.74}, {\"V\": 79.74}, {\"V\": 79.74}, {\"V\": 79.74}, {\"V\": 79.74}, {\"V\": 79.74}, {\"V\": 79.74}, {\"V\": 79.74}, {\"V\": 79.74}, {\"V\": 79.74}, {\"V\": 79.74}, {\"V\": 79.74}, {\"V\": 79.74}, {\"V\": 79.74}, {\"V\": 79.05}, {\"V\": 79.05}, {\"V\": 79.05}, {\"V\": 79.05}, {\"V\": 78.92}, {\"V\": 78.92}, {\"V\": 78.92}, {\"V\": 78.92}, {\"V\": 78.92}, {\"V\": 78.92}, {\"V\": 78.92}, {\"V\": 78.92}, {\"V\": 78.87}, {\"V\": 78.87}, {\"V\": 78.11}, {\"V\": 78.05}, {\"V\": 78.05}, {\"V\": 78.05}, {\"V\": 78.05}, {\"V\": 78.05}, {\"V\": 78.05}, {\"V\": 78.05}, {\"V\": 77.95}, {\"V\": 77.95}, {\"V\": 77.95}, {\"V\": 77.95}, {\"V\": 77.95}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 15.56}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_32e41a1a3f104b39/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_32e41a1a3f104b39/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..75eecd93abf47d2cbdcf9803c2a7fc33b426378a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_32e41a1a3f104b39/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "n20", + "started_at": "2026-05-19T15:44:16.333348+00:00", + "ended_at": "2026-05-19T15:44:39.668470+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n20_32e41a1a3f104b39", + "problem_id": "v2p_n20_132fed8c30d68615", + "dataset_id": "n20", + "template_id": "tpl_m4_quantile_tail_slice", + "template_name": "Quantile Tail Slice", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=V.", + "bindings": { + "measure_col": "V", + "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": 66.54, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=rule", + "problem_index_within_template=2", + "sql_variant_index=1/1", + "binding_index=61" + ], + "template_selection_mode": "rule", + "selected_template_rank": 6, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/sql/v2q_n20_32e41a1a3f104b39.sql", + "usage_summary": { + "dataset_id": "n20", + "model": "v2-cli:codex", + "run_id": "v2q_n20_32e41a1a3f104b39", + "api_calls": 0, + "input_tokens": 13573, + "cached_input_tokens": 12672, + "output_tokens": 459, + "total_tokens": 14032, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 23315.95, + "sql_execution_elapsed_ms_total": 15.56, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_32e41a1a3f104b39/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_32e41a1a3f104b39/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_32e41a1a3f104b39/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4a7a20d6ad4b22e4bb55f648059abe9ec18145cc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_32e41a1a3f104b39/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:44:39.651459+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": 23315.95, "started_at": "2026-05-19T15:44:16.334664+00:00", "ended_at": "2026-05-19T15:44:39.650647+00:00", "prompt_metrics": {"chars": 4724, "bytes_utf8": 4724, "lines": 154, "estimated_tokens": null}, "response_metrics": {"chars": 464, "bytes_utf8": 464, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13573, "cached_input_tokens": 12672, "output_tokens": 459, "reasoning_output_tokens": 323}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_m4_quantile_tail_slice\\nWITH buckets AS (\\n SELECT CAST(\\\"V\\\" AS REAL) AS \\\"V\\\",\\n NTILE(10) OVER (ORDER BY CAST(\\\"V\\\" AS REAL) DESC) AS tail_bucket\\n FROM \\\"n20\\\"\\n)\\nSELECT \\\"V\\\"\\nFROM buckets\\nWHERE tail_bucket = 1\\nORDER BY \\\"V\\\" DESC;\",\"notes\":\"Applied the Quantile Tail Slice template with measure_col bound to \\\"V\\\" and num_tiles fixed at 10. Cast \\\"V\\\" to REAL because the schema stores numeric fields as TEXT.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_32e41a1a3f104b39/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_32e41a1a3f104b39/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..7ac5851329c7534956280562e0099cc9967d601f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_32e41a1a3f104b39/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n20", + "model": "v2-cli:codex", + "run_id": "v2q_n20_32e41a1a3f104b39", + "api_calls": 0, + "input_tokens": 13573, + "cached_input_tokens": 12672, + "output_tokens": 459, + "total_tokens": 14032, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 23315.95, + "sql_execution_elapsed_ms_total": 15.56, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_32e41a1a3f104b39/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_335e40c77e29b1a4/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_335e40c77e29b1a4/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..42aacc8bd54d0d3e443b366f3eaf305b1514feab --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_335e40c77e29b1a4/cli/conversation.jsonl @@ -0,0 +1,4 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 4799, "bytes_utf8": 4799, "lines": 159, "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": 4799, "bytes_utf8": 4799, "lines": 159, "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": 431, "bytes_utf8": 431, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13586, "cached_input_tokens": 12032, "output_tokens": 353, "reasoning_output_tokens": 235}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_335e40c77e29b1a4/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_335e40c77e29b1a4/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..e80da85347adbcaa0348e5da3830a77a74f95f5e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_335e40c77e29b1a4/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": "n20", + "model": "v2-cli:codex", + "run_id": "v2q_n20_335e40c77e29b1a4", + "api_calls": 0, + "input_tokens": 13586, + "cached_input_tokens": 12032, + "output_tokens": 353, + "total_tokens": 13939, + "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": 11877.53, + "sql_execution_elapsed_ms_total": 13.08, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_335e40c77e29b1a4/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_335e40c77e29b1a4/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_335e40c77e29b1a4/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..14387cff900a52ff4c46a0e3e54e72fefcb2801d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_335e40c77e29b1a4/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:01:27.427735+00:00", + "ended_at": "2026-05-19T16:01:30.148701+00:00", + "elapsed_ms": 2720.94, + "returncode": 1, + "prompt_metrics": { + "chars": 4799, + "bytes_utf8": 4799, + "lines": 159, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_335e40c77e29b1a4/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_335e40c77e29b1a4/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..8982aa72d16f2423ad43a3b3118fbafe4d457604 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_335e40c77e29b1a4/cli/sql_attempt_2.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:01:31.150704+00:00", + "ended_at": "2026-05-19T16:01:40.307351+00:00", + "elapsed_ms": 9156.59, + "prompt_metrics": { + "chars": 4799, + "bytes_utf8": 4799, + "lines": 159, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 786, + "bytes_utf8": 786, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 431, + "bytes_utf8": 431, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13586, + "cached_input_tokens": 12032, + "output_tokens": 353, + "reasoning_output_tokens": 235 + } + }, + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_335e40c77e29b1a4/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_335e40c77e29b1a4/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0efdb5a7e66db54e3c2cf30f220b09c2d6bf85ca --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_335e40c77e29b1a4/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,159 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n20 +- dataset_name: Combined Cycle Power Plant +- table_name: n20 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 4 feature columns and target `PE`. +- task_type: regression +- target_column: PE +- main_row_count: 9568 +- important_fields: +- AT: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for AT. +- V: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'subgroup_candidate'] desc=Numeric field for V. +- AP: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for AP. +- RH: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for RH. +- PE: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for PE. +- useful_field_combinations: [['V', 'AT', 'PE'], ['AT', 'V', 'PE']] +- fields_requiring_caution: ['PE', 'AT', 'V', 'AP'] +- source_url: https://archive.ics.uci.edu/dataset/294/combined+cycle+power+plant + +SQLite schema snapshot: +{ + "table_name": "n20", + "quoted_table_name": "\"n20\"", + "row_count": 9568, + "columns": [ + { + "name": "AT", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "AP", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PE", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "AT": "14.96", + "V": "41.76", + "AP": "1024.07", + "RH": "73.17", + "PE": "463.26" + }, + { + "AT": "25.18", + "V": "62.96", + "AP": "1020.04", + "RH": "59.08", + "PE": "444.37" + }, + { + "AT": "5.1100000000000003", + "V": "39.4", + "AP": "1012.16", + "RH": "92.14", + "PE": "488.56" + }, + { + "AT": "20.86", + "V": "57.32", + "AP": "1010.24", + "RH": "76.64", + "PE": "446.48" + }, + { + "AT": "10.82", + "V": "37.5", + "AP": "1009.23", + "RH": "96.62", + "PE": "473.9" + } + ] +} + +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": "n20", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=V, condition_col=PE.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "V", + "condition_col": "PE", + "condition_value": "434.01", + "positive_value": "468.8", + "negative_value": "434.01", + "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": 66.54, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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_a/n20/artifacts/v2q_n20_335e40c77e29b1a4/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_335e40c77e29b1a4/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..0efdb5a7e66db54e3c2cf30f220b09c2d6bf85ca --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_335e40c77e29b1a4/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,159 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n20 +- dataset_name: Combined Cycle Power Plant +- table_name: n20 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 4 feature columns and target `PE`. +- task_type: regression +- target_column: PE +- main_row_count: 9568 +- important_fields: +- AT: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for AT. +- V: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'subgroup_candidate'] desc=Numeric field for V. +- AP: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for AP. +- RH: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for RH. +- PE: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for PE. +- useful_field_combinations: [['V', 'AT', 'PE'], ['AT', 'V', 'PE']] +- fields_requiring_caution: ['PE', 'AT', 'V', 'AP'] +- source_url: https://archive.ics.uci.edu/dataset/294/combined+cycle+power+plant + +SQLite schema snapshot: +{ + "table_name": "n20", + "quoted_table_name": "\"n20\"", + "row_count": 9568, + "columns": [ + { + "name": "AT", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "AP", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PE", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "AT": "14.96", + "V": "41.76", + "AP": "1024.07", + "RH": "73.17", + "PE": "463.26" + }, + { + "AT": "25.18", + "V": "62.96", + "AP": "1020.04", + "RH": "59.08", + "PE": "444.37" + }, + { + "AT": "5.1100000000000003", + "V": "39.4", + "AP": "1012.16", + "RH": "92.14", + "PE": "488.56" + }, + { + "AT": "20.86", + "V": "57.32", + "AP": "1010.24", + "RH": "76.64", + "PE": "446.48" + }, + { + "AT": "10.82", + "V": "37.5", + "AP": "1009.23", + "RH": "96.62", + "PE": "473.9" + } + ] +} + +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": "n20", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=V, condition_col=PE.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "V", + "condition_col": "PE", + "condition_value": "434.01", + "positive_value": "468.8", + "negative_value": "434.01", + "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": 66.54, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'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_a/n20/artifacts/v2q_n20_335e40c77e29b1a4/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_335e40c77e29b1a4/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e1d674d7a36227be9f9a286398f8a9a52fe03255 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_335e40c77e29b1a4/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f8-7ea4-7d03-9c21-6039322c5608"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_335e40c77e29b1a4/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_335e40c77e29b1a4/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..906832099ba49ed4cf675b3e15701df00eab7dd1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_335e40c77e29b1a4/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f8-7ea4-7d03-9c21-6039322c5608"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_335e40c77e29b1a4/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_335e40c77e29b1a4/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c3725c38523359938210edb60f3f8f2e3b9ac044 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_335e40c77e29b1a4/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f8-8d0b-71d1-9c50-d1730484b487"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"V\\\",\\n AVG(CASE WHEN \\\"PE\\\" = '434.01' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"n20\\\"\\nGROUP BY \\\"V\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Applied the provided Grouped Condition Rate template with group_col=\\\"V\\\" and condition_col=\\\"PE\\\", using the bound condition_value '434.01'. Kept the equality check on the TEXT column as specified by the template.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13586,"cached_input_tokens":12032,"output_tokens":353,"reasoning_output_tokens":235}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_335e40c77e29b1a4/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_335e40c77e29b1a4/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..c903cd17ec44dfaafeb3124cb6800f729fe4e8a1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_335e40c77e29b1a4/cli/sql_response_attempt_2.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"V\",\n AVG(CASE WHEN \"PE\" = '434.01' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"n20\"\nGROUP BY \"V\"\nORDER BY condition_rate DESC;","notes":"Applied the provided Grouped Condition Rate template with group_col=\"V\" and condition_col=\"PE\", using the bound condition_value '434.01'. Kept the equality check on the TEXT column as specified by the template."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_335e40c77e29b1a4/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_335e40c77e29b1a4/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_335e40c77e29b1a4/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_335e40c77e29b1a4/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_34453aea2eb6e0e8/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_34453aea2eb6e0e8/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..3ec7419f05615d80b53b08df2316a1c732210a68 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_34453aea2eb6e0e8/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=V, condition_col=PE. +Result preview: [{"V": "79.05", "condition_rate": 0.25}, {"V": "76.2", "condition_rate": 0.07692307692307693}, {"V": "74.900000000000006", "condition_rate": 0.07692307692307693}, {"V": "70.400000000000006", "condition_rate": 0.0625}, {"V": "67.25", "condition_rate": 0.05}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_34453aea2eb6e0e8/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_34453aea2eb6e0e8/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..baaccce7ce6b830ccc09a53566219f6e043a3f80 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_34453aea2eb6e0e8/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: n20 +-- 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_n20_34453aea2eb6e0e8 +-- problem_id: v2p_n20_e60eff8d6e900f9a +-- realization_mode: agent +-- source_kind: agent +SELECT "V", + AVG(CASE WHEN "PE" = '434.01' THEN 1 ELSE 0 END) AS "condition_rate" +FROM "n20" +GROUP BY "V" +ORDER BY "condition_rate" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_34453aea2eb6e0e8/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_34453aea2eb6e0e8/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..efb6435dd85ba141fb9dd27e4834c0613ac91a14 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_34453aea2eb6e0e8/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 \"V\",\n AVG(CASE WHEN \"PE\" = '434.01' THEN 1 ELSE 0 END) AS \"condition_rate\"\nFROM \"n20\"\nGROUP BY \"V\"\nORDER BY \"condition_rate\" DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"V\\\",\\n AVG(CASE WHEN \\\"PE\\\" = '434.01' THEN 1 ELSE 0 END) AS \\\"condition_rate\\\"\\nFROM \\\"n20\\\"\\nGROUP BY \\\"V\\\"\\nORDER BY \\\"condition_rate\\\" DESC;\", \"columns\": [\"V\", \"condition_rate\"], \"rows\": [{\"V\": \"79.05\", \"condition_rate\": 0.25}, {\"V\": \"76.2\", \"condition_rate\": 0.07692307692307693}, {\"V\": \"74.900000000000006\", \"condition_rate\": 0.07692307692307693}, {\"V\": \"70.400000000000006\", \"condition_rate\": 0.0625}, {\"V\": \"67.25\", \"condition_rate\": 0.05}, {\"V\": \"67.45\", \"condition_rate\": 0.047619047619047616}, {\"V\": \"71.58\", \"condition_rate\": 0.045454545454545456}, {\"V\": \"71.319999999999993\", \"condition_rate\": 0.03571428571428571}, {\"V\": \"81.56\", \"condition_rate\": 0.0}, {\"V\": \"80.25\", \"condition_rate\": 0.0}, {\"V\": \"80.180000000000007\", \"condition_rate\": 0.0}, {\"V\": \"79.739999999999995\", \"condition_rate\": 0.0}, {\"V\": \"78.92\", \"condition_rate\": 0.0}, {\"V\": \"78.87\", \"condition_rate\": 0.0}, {\"V\": \"78.11\", \"condition_rate\": 0.0}, {\"V\": \"78.05\", \"condition_rate\": 0.0}, {\"V\": \"77.95\", \"condition_rate\": 0.0}, {\"V\": \"77.540000000000006\", \"condition_rate\": 0.0}, {\"V\": \"77.3\", \"condition_rate\": 0.0}, {\"V\": \"77.239999999999995\", \"condition_rate\": 0.0}, {\"V\": \"77.17\", \"condition_rate\": 0.0}, {\"V\": \"76.86\", \"condition_rate\": 0.0}, {\"V\": \"76.16\", \"condition_rate\": 0.0}, {\"V\": \"76.09\", \"condition_rate\": 0.0}, {\"V\": \"75.599999999999994\", \"condition_rate\": 0.0}, {\"V\": \"75.33\", \"condition_rate\": 0.0}, {\"V\": \"75.23\", \"condition_rate\": 0.0}, {\"V\": \"75.08\", \"condition_rate\": 0.0}, {\"V\": \"74.989999999999995\", \"condition_rate\": 0.0}, {\"V\": \"74.930000000000007\", \"condition_rate\": 0.0}, {\"V\": \"74.87\", \"condition_rate\": 0.0}, {\"V\": \"74.78\", \"condition_rate\": 0.0}, {\"V\": \"74.67\", \"condition_rate\": 0.0}, {\"V\": \"74.34\", \"condition_rate\": 0.0}, {\"V\": \"74.33\", \"condition_rate\": 0.0}, {\"V\": \"74.22\", \"condition_rate\": 0.0}, {\"V\": \"74.16\", \"condition_rate\": 0.0}, {\"V\": \"73.91\", \"condition_rate\": 0.0}, {\"V\": \"73.900000000000006\", \"condition_rate\": 0.0}, {\"V\": \"73.88\", \"condition_rate\": 0.0}, {\"V\": \"73.77\", \"condition_rate\": 0.0}, {\"V\": \"73.680000000000007\", \"condition_rate\": 0.0}, {\"V\": \"73.67\", \"condition_rate\": 0.0}, {\"V\": \"73.56\", \"condition_rate\": 0.0}, {\"V\": \"73.5\", \"condition_rate\": 0.0}, {\"V\": \"73.459999999999994\", \"condition_rate\": 0.0}, {\"V\": \"73.42\", \"condition_rate\": 0.0}, {\"V\": \"73.400000000000006\", \"condition_rate\": 0.0}, {\"V\": \"73.209999999999994\", \"condition_rate\": 0.0}, {\"V\": \"73.180000000000007\", \"condition_rate\": 0.0}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 5.31}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_34453aea2eb6e0e8/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_34453aea2eb6e0e8/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..d2fb0b473dfa56113f81d73ef2a1a0d08190ee22 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_34453aea2eb6e0e8/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "n20", + "started_at": "2026-05-19T16:01:47.395931+00:00", + "ended_at": "2026-05-19T16:01:57.263317+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n20_34453aea2eb6e0e8", + "problem_id": "v2p_n20_e60eff8d6e900f9a", + "dataset_id": "n20", + "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=V, condition_col=PE.", + "bindings": { + "group_col": "V", + "condition_col": "PE", + "condition_value": "434.01", + "positive_value": "468.8", + "negative_value": "434.01", + "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": 1017.26, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=rule", + "problem_index_within_template=7", + "sql_variant_index=2/2", + "binding_index=102" + ], + "template_selection_mode": "rule", + "selected_template_rank": 9, + "problem_index_within_template": 7, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/sql/v2q_n20_34453aea2eb6e0e8.sql", + "usage_summary": { + "dataset_id": "n20", + "model": "v2-cli:codex", + "run_id": "v2q_n20_34453aea2eb6e0e8", + "api_calls": 0, + "input_tokens": 13586, + "cached_input_tokens": 12032, + "output_tokens": 311, + "total_tokens": 13897, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 9858.58, + "sql_execution_elapsed_ms_total": 5.31, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_34453aea2eb6e0e8/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_34453aea2eb6e0e8/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_34453aea2eb6e0e8/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5188aca233623a9ef26f0eef7ea66abff8cd4942 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_34453aea2eb6e0e8/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T16:01:57.256530+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": 9858.58, "started_at": "2026-05-19T16:01:47.397085+00:00", "ended_at": "2026-05-19T16:01:57.255692+00:00", "prompt_metrics": {"chars": 4805, "bytes_utf8": 4805, "lines": 159, "estimated_tokens": null}, "response_metrics": {"chars": 364, "bytes_utf8": 364, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13586, "cached_input_tokens": 12032, "output_tokens": 311, "reasoning_output_tokens": 204}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"V\\\",\\n AVG(CASE WHEN \\\"PE\\\" = '434.01' THEN 1 ELSE 0 END) AS \\\"condition_rate\\\"\\nFROM \\\"n20\\\"\\nGROUP BY \\\"V\\\"\\nORDER BY \\\"condition_rate\\\" DESC;\",\"notes\":\"Uses the required Grouped Condition Rate template with group_col=\\\"V\\\" and condition_col=\\\"PE\\\", matching the bound condition_value 434.01.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_34453aea2eb6e0e8/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_34453aea2eb6e0e8/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..8facb0f8d0bc94a201accfdda602013fb2449174 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_34453aea2eb6e0e8/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n20", + "model": "v2-cli:codex", + "run_id": "v2q_n20_34453aea2eb6e0e8", + "api_calls": 0, + "input_tokens": 13586, + "cached_input_tokens": 12032, + "output_tokens": 311, + "total_tokens": 13897, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 9858.58, + "sql_execution_elapsed_ms_total": 5.31, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_34453aea2eb6e0e8/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_37297100b88d0164/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_37297100b88d0164/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f6615f600d6a43bb130fd7c6a58759932676b4d9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_37297100b88d0164/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 4542, "bytes_utf8": 4542, "lines": 156, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 352, "bytes_utf8": 352, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13518, "cached_input_tokens": 4480, "output_tokens": 315, "reasoning_output_tokens": 216}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_37297100b88d0164/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_37297100b88d0164/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..4cbd0d850fa447d3309ca2c98f8b558c06d9b217 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_37297100b88d0164/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": "n20", + "model": "v2-cli:codex", + "run_id": "v2q_n20_37297100b88d0164", + "api_calls": 0, + "input_tokens": 13518, + "cached_input_tokens": 4480, + "output_tokens": 315, + "total_tokens": 13833, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 9979.4, + "sql_execution_elapsed_ms_total": 7.15, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_37297100b88d0164/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_37297100b88d0164/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_37297100b88d0164/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..d07a0f15ed99f1db7a57b56871d2175c6db8ea44 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_37297100b88d0164/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:28:18.064207+00:00", + "ended_at": "2026-05-19T15:28:28.043645+00:00", + "elapsed_ms": 9979.4, + "prompt_metrics": { + "chars": 4542, + "bytes_utf8": 4542, + "lines": 156, + "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": 352, + "bytes_utf8": 352, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13518, + "cached_input_tokens": 4480, + "output_tokens": 315, + "reasoning_output_tokens": 216 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_37297100b88d0164/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_37297100b88d0164/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..09ce30a00849cc59e873a3a6ac6c3d60b45b37bc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_37297100b88d0164/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,156 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n20 +- dataset_name: Combined Cycle Power Plant +- table_name: n20 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 4 feature columns and target `PE`. +- task_type: regression +- target_column: PE +- main_row_count: 9568 +- important_fields: +- AT: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for AT. +- V: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'subgroup_candidate'] desc=Numeric field for V. +- AP: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for AP. +- RH: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for RH. +- PE: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for PE. +- useful_field_combinations: [['V', 'AT', 'PE'], ['AT', 'V', 'PE']] +- fields_requiring_caution: ['PE', 'AT', 'V', 'AP'] +- source_url: https://archive.ics.uci.edu/dataset/294/combined+cycle+power+plant + +SQLite schema snapshot: +{ + "table_name": "n20", + "quoted_table_name": "\"n20\"", + "row_count": 9568, + "columns": [ + { + "name": "AT", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "AP", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PE", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "AT": "14.96", + "V": "41.76", + "AP": "1024.07", + "RH": "73.17", + "PE": "463.26" + }, + { + "AT": "25.18", + "V": "62.96", + "AP": "1020.04", + "RH": "59.08", + "PE": "444.37" + }, + { + "AT": "5.1100000000000003", + "V": "39.4", + "AP": "1012.16", + "RH": "92.14", + "PE": "488.56" + }, + { + "AT": "20.86", + "V": "57.32", + "AP": "1010.24", + "RH": "76.64", + "PE": "446.48" + }, + { + "AT": "10.82", + "V": "37.5", + "AP": "1009.23", + "RH": "96.62", + "PE": "473.9" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_h2o_group_sum", + "template_name": "Grouped Numeric Sum", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n20", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=V, measure_col=AT.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "V", + "measure_col": "AT", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 25.72, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_37297100b88d0164/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_37297100b88d0164/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b60e91bea04ca82d1e3bffeebd28c0bdbee87dc0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_37297100b88d0164/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40da-250c-7e22-94dd-a8b7c9943034"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"V\\\", SUM(CAST(\\\"AT\\\" AS REAL)) AS total_measure\\nFROM \\\"n20\\\"\\nGROUP BY \\\"V\\\"\\nORDER BY total_measure DESC;\",\"notes\":\"Used the provided Grouped Numeric Sum template with group_col=\\\"V\\\" and measure_col=\\\"AT\\\". CAST(\\\"AT\\\" AS REAL) is needed because the schema stores numeric-looking values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13518,"cached_input_tokens":4480,"output_tokens":315,"reasoning_output_tokens":216}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_37297100b88d0164/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_37297100b88d0164/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d6bbf766fe549aee9bcb0d412075fac3314261e0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_37297100b88d0164/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_h2o_group_sum\nSELECT \"V\", SUM(CAST(\"AT\" AS REAL)) AS total_measure\nFROM \"n20\"\nGROUP BY \"V\"\nORDER BY total_measure DESC;","notes":"Used the provided Grouped Numeric Sum template with group_col=\"V\" and measure_col=\"AT\". CAST(\"AT\" AS REAL) is needed because the schema stores numeric-looking values as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_37297100b88d0164/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_37297100b88d0164/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_37efc51491816a7f/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_37efc51491816a7f/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..42e25c3e46ebbee2eab1d073255101e82fcd0168 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_37efc51491816a7f/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"AT": "25.21", "support": 14, "avg_response": 61.455714285714286}, {"AT": "13.78", "support": 12, "avg_response": 41.63333333333333}, {"AT": "24.43", "support": 11, "avg_response": 61.27}, {"AT": "25.42", "support": 10, "avg_response": 70.193}, {"AT": "28.18", "support": 10, "avg_response": 67.538}]} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_37efc51491816a7f/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_37efc51491816a7f/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..1c24995acca5eb2b98d07edcee8ab960d037dac7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_37efc51491816a7f/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: n20 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n20_37efc51491816a7f +-- problem_id: v2p_n20_c713be4639014d03 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "AT", + COUNT(*) AS support, + AVG("V") AS avg_response +FROM "n20" +GROUP BY "AT" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_37efc51491816a7f/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_37efc51491816a7f/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..07eb4bb0db037bf47e90d233b0bd763db2bf5243 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_37efc51491816a7f/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_a\n-- sql_source_dataset_id: n20\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n20_37efc51491816a7f\n-- problem_id: v2p_n20_c713be4639014d03\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"AT\",\n COUNT(*) AS support,\n AVG(\"V\") AS avg_response\nFROM \"n20\"\nGROUP BY \"AT\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v2\\n-- sql_source_label: v2_current\\n-- sql_source_run_id: v2_cli_20260502_081223_a\\n-- sql_source_dataset_id: n20\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n20_37efc51491816a7f\\n-- problem_id: v2p_n20_c713be4639014d03\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"AT\\\",\\n COUNT(*) AS support,\\n AVG(\\\"V\\\") AS avg_response\\nFROM \\\"n20\\\"\\nGROUP BY \\\"AT\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"AT\", \"support\", \"avg_response\"], \"rows\": [{\"AT\": \"25.21\", \"support\": 14, \"avg_response\": 61.455714285714286}, {\"AT\": \"13.78\", \"support\": 12, \"avg_response\": 41.63333333333333}, {\"AT\": \"24.43\", \"support\": 11, \"avg_response\": 61.27}, {\"AT\": \"25.42\", \"support\": 10, \"avg_response\": 70.193}, {\"AT\": \"28.18\", \"support\": 10, \"avg_response\": 67.538}, {\"AT\": \"24.27\", \"support\": 10, \"avg_response\": 65.636}, {\"AT\": \"23.63\", \"support\": 10, \"avg_response\": 64.482}, {\"AT\": \"23.48\", \"support\": 10, \"avg_response\": 64.047}, {\"AT\": \"23.09\", \"support\": 10, \"avg_response\": 63.765}, {\"AT\": \"22.49\", \"support\": 10, \"avg_response\": 60.939}, {\"AT\": \"23.56\", \"support\": 10, \"avg_response\": 60.660000000000004}, {\"AT\": \"20.76\", \"support\": 10, \"avg_response\": 59.053}, {\"AT\": \"24.54\", \"support\": 10, \"avg_response\": 58.257999999999996}, {\"AT\": \"19.690000000000001\", \"support\": 10, \"avg_response\": 55.273}, {\"AT\": \"16\", \"support\": 10, \"avg_response\": 42.902}, {\"AT\": \"13.83\", \"support\": 10, \"avg_response\": 41.768}, {\"AT\": \"13.56\", \"support\": 10, \"avg_response\": 41.718}, {\"AT\": \"11.02\", \"support\": 10, \"avg_response\": 41.123000000000005}, {\"AT\": \"10.59\", \"support\": 10, \"avg_response\": 39.142}, {\"AT\": \"29.45\", \"support\": 9, \"avg_response\": 70.53555555555555}, {\"AT\": \"26.85\", \"support\": 9, \"avg_response\": 69.81222222222222}, {\"AT\": \"27.37\", \"support\": 9, \"avg_response\": 69.77555555555556}, {\"AT\": \"27.71\", \"support\": 9, \"avg_response\": 68.33777777777777}, {\"AT\": \"23.39\", \"support\": 9, \"avg_response\": 67.80666666666667}, {\"AT\": \"25.56\", \"support\": 9, \"avg_response\": 67.72222222222223}, {\"AT\": \"26.45\", \"support\": 9, \"avg_response\": 67.30333333333334}, {\"AT\": \"26.12\", \"support\": 9, \"avg_response\": 66.90444444444444}, {\"AT\": \"25.77\", \"support\": 9, \"avg_response\": 65.76666666666667}, {\"AT\": \"23.25\", \"support\": 9, \"avg_response\": 64.47999999999999}, {\"AT\": \"24.49\", \"support\": 9, \"avg_response\": 63.45333333333334}, {\"AT\": \"26.38\", \"support\": 9, \"avg_response\": 63.28666666666667}, {\"AT\": \"25.14\", \"support\": 9, \"avg_response\": 63.203333333333326}, {\"AT\": \"26.31\", \"support\": 9, \"avg_response\": 62.849999999999994}, {\"AT\": \"24.6\", \"support\": 9, \"avg_response\": 61.73555555555556}, {\"AT\": \"24.26\", \"support\": 9, \"avg_response\": 61.089999999999996}, {\"AT\": \"24.2\", \"support\": 9, \"avg_response\": 60.56222222222223}, {\"AT\": \"25.16\", \"support\": 9, \"avg_response\": 60.03888888888889}, {\"AT\": \"21.11\", \"support\": 9, \"avg_response\": 58.93555555555555}, {\"AT\": \"14.85\", \"support\": 9, \"avg_response\": 44.11333333333333}, {\"AT\": \"14.1\", \"support\": 9, \"avg_response\": 43.144444444444446}, {\"AT\": \"14.66\", \"support\": 9, \"avg_response\": 42.528888888888886}, {\"AT\": \"12.24\", \"support\": 9, \"avg_response\": 42.12}, {\"AT\": \"14.43\", \"support\": 9, \"avg_response\": 41.39}, {\"AT\": \"7.64\", \"support\": 9, \"avg_response\": 41.06111111111111}, {\"AT\": \"12.19\", \"support\": 9, \"avg_response\": 41.03777777777778}, {\"AT\": \"29.23\", \"support\": 8, \"avg_response\": 72.49375}, {\"AT\": \"29.53\", \"support\": 8, \"avg_response\": 71.33}, {\"AT\": \"28.37\", \"support\": 8, \"avg_response\": 70.41624999999999}, {\"AT\": \"29.05\", \"support\": 8, \"avg_response\": 70.2375}, {\"AT\": \"28.62\", \"support\": 8, \"avg_response\": 68.98}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 6.5}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_37efc51491816a7f/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_37efc51491816a7f/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..ab0d5ddea6d4d1c672029e71bcacd59b2ec47014 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_37efc51491816a7f/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "n20", + "started_at": "2026-05-19T16:07:40.653723+00:00", + "ended_at": "2026-05-19T16:07:40.660959+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n20_37efc51491816a7f", + "problem_id": "v2p_n20_c713be4639014d03", + "dataset_id": "n20", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=V, key_col=AT.", + "bindings": { + "key_col": "AT", + "measure_col": "V", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=1", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/sql/v2q_n20_37efc51491816a7f.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_a/n20/artifacts/v2q_n20_37efc51491816a7f/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_37efc51491816a7f/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_37efc51491816a7f/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_a/n20/artifacts/v2q_n20_38e6cb9f869aa621/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_38e6cb9f869aa621/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..cb2d18c04b12a4bf06bc861c14b745337e725fa0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_38e6cb9f869aa621/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Window Partition Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=V, measure_col=AP. +Result preview: [{"V": "41.82", "avg_measure": 1033.0106666666666}, {"V": "40.020000000000003", "avg_measure": 1031.4346666666668}, {"V": "41.92", "avg_measure": 1030.3942105263156}, {"V": "36.25", "avg_measure": 1028.959}, {"V": "44.47", "avg_measure": 1028.4878947368422}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_38e6cb9f869aa621/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_38e6cb9f869aa621/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..3af98a01a28e04d59fa9be4dc0cd6f8b3fab4ed2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_38e6cb9f869aa621/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: n20 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_n20_38e6cb9f869aa621 +-- problem_id: v2p_n20_27259cc822dcb7e6 +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "V", + AVG(CAST("AP" AS REAL)) OVER (PARTITION BY "V") AS "avg_measure" +FROM "n20" +WHERE "V" IS NOT NULL + AND "AP" IS NOT NULL +ORDER BY "avg_measure" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_38e6cb9f869aa621/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_38e6cb9f869aa621/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9d64c7896a96b3bbf66528635cd7ff38dbff2767 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_38e6cb9f869aa621/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_window_partition_avg\nSELECT DISTINCT \"V\",\n AVG(CAST(\"AP\" AS REAL)) OVER (PARTITION BY \"V\") AS \"avg_measure\"\nFROM \"n20\"\nWHERE \"V\" IS NOT NULL\n AND \"AP\" IS NOT NULL\nORDER BY \"avg_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"V\\\",\\n AVG(CAST(\\\"AP\\\" AS REAL)) OVER (PARTITION BY \\\"V\\\") AS \\\"avg_measure\\\"\\nFROM \\\"n20\\\"\\nWHERE \\\"V\\\" IS NOT NULL\\n AND \\\"AP\\\" IS NOT NULL\\nORDER BY \\\"avg_measure\\\" DESC;\", \"columns\": [\"V\", \"avg_measure\"], \"rows\": [{\"V\": \"41.82\", \"avg_measure\": 1033.0106666666666}, {\"V\": \"40.020000000000003\", \"avg_measure\": 1031.4346666666668}, {\"V\": \"41.92\", \"avg_measure\": 1030.3942105263156}, {\"V\": \"36.25\", \"avg_measure\": 1028.959}, {\"V\": \"44.47\", \"avg_measure\": 1028.4878947368422}, {\"V\": \"42.74\", \"avg_measure\": 1027.4308333333333}, {\"V\": \"34.69\", \"avg_measure\": 1027.3675}, {\"V\": \"41.14\", \"avg_measure\": 1026.8445833333333}, {\"V\": \"36.659999999999997\", \"avg_measure\": 1026.808}, {\"V\": \"35.57\", \"avg_measure\": 1026.2045454545455}, {\"V\": \"40.799999999999997\", \"avg_measure\": 1025.951111111111}, {\"V\": \"40.11\", \"avg_measure\": 1025.946}, {\"V\": \"39.42\", \"avg_measure\": 1025.7322222222222}, {\"V\": \"41.4\", \"avg_measure\": 1025.6695652173914}, {\"V\": \"40.43\", \"avg_measure\": 1025.61625}, {\"V\": \"52.72\", \"avg_measure\": 1025.4282352941175}, {\"V\": \"41.04\", \"avg_measure\": 1025.332105263158}, {\"V\": \"45.78\", \"avg_measure\": 1025.27}, {\"V\": \"49.64\", \"avg_measure\": 1025.1225}, {\"V\": \"43.71\", \"avg_measure\": 1024.8247058823529}, {\"V\": \"40.78\", \"avg_measure\": 1024.6254545454544}, {\"V\": \"44.92\", \"avg_measure\": 1024.5214285714287}, {\"V\": \"44\", \"avg_measure\": 1024.3042857142857}, {\"V\": \"52.75\", \"avg_measure\": 1024.0052380952382}, {\"V\": \"45.08\", \"avg_measure\": 1023.9194444444444}, {\"V\": \"44.84\", \"avg_measure\": 1023.8055}, {\"V\": \"40.96\", \"avg_measure\": 1023.6166666666667}, {\"V\": \"36.43\", \"avg_measure\": 1023.42}, {\"V\": \"41.76\", \"avg_measure\": 1023.0923076923077}, {\"V\": \"40.72\", \"avg_measure\": 1022.9653333333333}, {\"V\": \"43.8\", \"avg_measure\": 1022.9258333333333}, {\"V\": \"39.18\", \"avg_measure\": 1022.8035714285714}, {\"V\": \"39.96\", \"avg_measure\": 1022.7453571428571}, {\"V\": \"45\", \"avg_measure\": 1022.7270833333333}, {\"V\": \"38.01\", \"avg_measure\": 1022.61625}, {\"V\": \"62.08\", \"avg_measure\": 1022.5}, {\"V\": \"37.86\", \"avg_measure\": 1022.44}, {\"V\": \"37.729999999999997\", \"avg_measure\": 1022.2311111111111}, {\"V\": \"40.92\", \"avg_measure\": 1022.1842105263158}, {\"V\": \"35.85\", \"avg_measure\": 1021.99}, {\"V\": \"40.81\", \"avg_measure\": 1021.85}, {\"V\": \"43.99\", \"avg_measure\": 1021.8383333333334}, {\"V\": \"43.52\", \"avg_measure\": 1021.8338461538461}, {\"V\": \"44.68\", \"avg_measure\": 1021.819375}, {\"V\": \"41.01\", \"avg_measure\": 1021.8079166666666}, {\"V\": \"41.03\", \"avg_measure\": 1021.7509090909091}, {\"V\": \"41.74\", \"avg_measure\": 1021.5540909090909}, {\"V\": \"41.38\", \"avg_measure\": 1021.4387499999999}, {\"V\": \"41.06\", \"avg_measure\": 1021.426923076923}, {\"V\": \"39.04\", \"avg_measure\": 1021.3622727272727}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 42.19}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_38e6cb9f869aa621/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_38e6cb9f869aa621/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..d024e176629e7dd66d17b5380ec1fbb404bc9c9e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_38e6cb9f869aa621/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "n20", + "started_at": "2026-05-19T15:42:59.485374+00:00", + "ended_at": "2026-05-19T15:43:16.858436+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n20_38e6cb9f869aa621", + "problem_id": "v2p_n20_27259cc822dcb7e6", + "dataset_id": "n20", + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=V, measure_col=AP.", + "bindings": { + "group_col": "V", + "measure_col": "AP", + "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": 1017.26, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=rule", + "problem_index_within_template=7", + "sql_variant_index=1/2", + "binding_index=54" + ], + "template_selection_mode": "rule", + "selected_template_rank": 5, + "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_a/n20/sql/v2q_n20_38e6cb9f869aa621.sql", + "usage_summary": { + "dataset_id": "n20", + "model": "v2-cli:codex", + "run_id": "v2q_n20_38e6cb9f869aa621", + "api_calls": 0, + "input_tokens": 13531, + "cached_input_tokens": 12672, + "output_tokens": 845, + "total_tokens": 14376, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 17325.18, + "sql_execution_elapsed_ms_total": 42.19, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_38e6cb9f869aa621/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_38e6cb9f869aa621/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_38e6cb9f869aa621/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..af643c7fa7948b06da749ceb09e28ad439979bc5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_38e6cb9f869aa621/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:43:16.813441+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": 17325.18, "started_at": "2026-05-19T15:42:59.486666+00:00", "ended_at": "2026-05-19T15:43:16.811884+00:00", "prompt_metrics": {"chars": 4630, "bytes_utf8": 4630, "lines": 156, "estimated_tokens": null}, "response_metrics": {"chars": 475, "bytes_utf8": 475, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13531, "cached_input_tokens": 12672, "output_tokens": 845, "reasoning_output_tokens": 715}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"V\\\",\\n AVG(CAST(\\\"AP\\\" AS REAL)) OVER (PARTITION BY \\\"V\\\") AS \\\"avg_measure\\\"\\nFROM \\\"n20\\\"\\nWHERE \\\"V\\\" IS NOT NULL\\n AND \\\"AP\\\" IS NOT NULL\\nORDER BY \\\"avg_measure\\\" DESC;\",\"notes\":\"Used the required Window Partition Average template with group_col=\\\"V\\\" and measure_col=\\\"AP\\\". Cast \\\"AP\\\" to REAL because the dataset stores numeric fields as TEXT, and filtered NULLs to keep the view stable.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_38e6cb9f869aa621/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_38e6cb9f869aa621/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..30a28cebe57d5322ad42548cb7e6249771def729 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_38e6cb9f869aa621/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n20", + "model": "v2-cli:codex", + "run_id": "v2q_n20_38e6cb9f869aa621", + "api_calls": 0, + "input_tokens": 13531, + "cached_input_tokens": 12672, + "output_tokens": 845, + "total_tokens": 14376, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 17325.18, + "sql_execution_elapsed_ms_total": 42.19, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_38e6cb9f869aa621/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_396bc452298d3d3d/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_396bc452298d3d3d/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5b93accbda09d9a05c756e26dc5bc174b35ce39d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_396bc452298d3d3d/cli/conversation.jsonl @@ -0,0 +1,4 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 4547, "bytes_utf8": 4547, "lines": 154, "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": 4547, "bytes_utf8": 4547, "lines": 154, "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": 311, "bytes_utf8": 311, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13530, "cached_input_tokens": 12032, "output_tokens": 222, "reasoning_output_tokens": 132}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_396bc452298d3d3d/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_396bc452298d3d3d/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..a5e324045a5664a34f46f307fdd54a572b58557c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_396bc452298d3d3d/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": "n20", + "model": "v2-cli:codex", + "run_id": "v2q_n20_396bc452298d3d3d", + "api_calls": 0, + "input_tokens": 13530, + "cached_input_tokens": 12032, + "output_tokens": 222, + "total_tokens": 13752, + "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": 10060.46, + "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_a/n20/artifacts/v2q_n20_396bc452298d3d3d/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_396bc452298d3d3d/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_396bc452298d3d3d/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..76e7200d325849a1bfb2165cf286e5bb153e40cc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_396bc452298d3d3d/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:04:17.209825+00:00", + "ended_at": "2026-05-19T16:04:20.352220+00:00", + "elapsed_ms": 3142.36, + "returncode": 1, + "prompt_metrics": { + "chars": 4547, + "bytes_utf8": 4547, + "lines": 154, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_396bc452298d3d3d/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_396bc452298d3d3d/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..78e85c07fb993c85bb9c47b475d3bafd7943eaaf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_396bc452298d3d3d/cli/sql_attempt_2.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:04:21.354170+00:00", + "ended_at": "2026-05-19T16:04:28.272323+00:00", + "elapsed_ms": 6918.1, + "prompt_metrics": { + "chars": 4547, + "bytes_utf8": 4547, + "lines": 154, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 664, + "bytes_utf8": 664, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 311, + "bytes_utf8": 311, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13530, + "cached_input_tokens": 12032, + "output_tokens": 222, + "reasoning_output_tokens": 132 + } + }, + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_396bc452298d3d3d/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_396bc452298d3d3d/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..404c7747653ce2b1945b9916cc1a375da5d658e3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_396bc452298d3d3d/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,154 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n20 +- dataset_name: Combined Cycle Power Plant +- table_name: n20 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 4 feature columns and target `PE`. +- task_type: regression +- target_column: PE +- main_row_count: 9568 +- important_fields: +- AT: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for AT. +- V: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'subgroup_candidate'] desc=Numeric field for V. +- AP: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for AP. +- RH: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for RH. +- PE: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for PE. +- useful_field_combinations: [['V', 'AT', 'PE'], ['AT', 'V', 'PE']] +- fields_requiring_caution: ['PE', 'AT', 'V', 'AP'] +- source_url: https://archive.ics.uci.edu/dataset/294/combined+cycle+power+plant + +SQLite schema snapshot: +{ + "table_name": "n20", + "quoted_table_name": "\"n20\"", + "row_count": 9568, + "columns": [ + { + "name": "AT", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "AP", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PE", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "AT": "14.96", + "V": "41.76", + "AP": "1024.07", + "RH": "73.17", + "PE": "463.26" + }, + { + "AT": "25.18", + "V": "62.96", + "AP": "1020.04", + "RH": "59.08", + "PE": "444.37" + }, + { + "AT": "5.1100000000000003", + "V": "39.4", + "AP": "1012.16", + "RH": "92.14", + "PE": "488.56" + }, + { + "AT": "20.86", + "V": "57.32", + "AP": "1010.24", + "RH": "76.64", + "PE": "446.48" + }, + { + "AT": "10.82", + "V": "37.5", + "AP": "1009.23", + "RH": "96.62", + "PE": "473.9" + } + ] +} + +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": "n20", + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role count_distribution. Focus on group_col=V.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "V", + "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": 1017.26, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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_a/n20/artifacts/v2q_n20_396bc452298d3d3d/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_396bc452298d3d3d/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..404c7747653ce2b1945b9916cc1a375da5d658e3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_396bc452298d3d3d/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,154 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n20 +- dataset_name: Combined Cycle Power Plant +- table_name: n20 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 4 feature columns and target `PE`. +- task_type: regression +- target_column: PE +- main_row_count: 9568 +- important_fields: +- AT: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for AT. +- V: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'subgroup_candidate'] desc=Numeric field for V. +- AP: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for AP. +- RH: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for RH. +- PE: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for PE. +- useful_field_combinations: [['V', 'AT', 'PE'], ['AT', 'V', 'PE']] +- fields_requiring_caution: ['PE', 'AT', 'V', 'AP'] +- source_url: https://archive.ics.uci.edu/dataset/294/combined+cycle+power+plant + +SQLite schema snapshot: +{ + "table_name": "n20", + "quoted_table_name": "\"n20\"", + "row_count": 9568, + "columns": [ + { + "name": "AT", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "AP", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PE", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "AT": "14.96", + "V": "41.76", + "AP": "1024.07", + "RH": "73.17", + "PE": "463.26" + }, + { + "AT": "25.18", + "V": "62.96", + "AP": "1020.04", + "RH": "59.08", + "PE": "444.37" + }, + { + "AT": "5.1100000000000003", + "V": "39.4", + "AP": "1012.16", + "RH": "92.14", + "PE": "488.56" + }, + { + "AT": "20.86", + "V": "57.32", + "AP": "1010.24", + "RH": "76.64", + "PE": "446.48" + }, + { + "AT": "10.82", + "V": "37.5", + "AP": "1009.23", + "RH": "96.62", + "PE": "473.9" + } + ] +} + +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": "n20", + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role count_distribution. Focus on group_col=V.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "V", + "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": 1017.26, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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_a/n20/artifacts/v2q_n20_396bc452298d3d3d/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_396bc452298d3d3d/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..5634f7c5536654c95b2a04a09513ca42edfebcff --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_396bc452298d3d3d/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fb-15cf-76e1-9d34-7d1436ac9a96"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_396bc452298d3d3d/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_396bc452298d3d3d/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c004cee0911d0ac0176214d517e7d5f2816912b4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_396bc452298d3d3d/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fb-15cf-76e1-9d34-7d1436ac9a96"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_396bc452298d3d3d/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_396bc452298d3d3d/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c9176a89c00915e8c69260bcf474caa0b39d374b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_396bc452298d3d3d/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fb-260e-7583-99a2-7b4ea1b81ab0"} +{"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 \\\"V\\\",\\n COUNT(*) AS support\\nFROM \\\"n20\\\"\\nGROUP BY \\\"V\\\"\\nORDER BY support ASC, \\\"V\\\"\\nLIMIT 17;\",\"notes\":\"Uses the Low-Support Group Count template exactly as planned, grouping on \\\"V\\\" and returning the 17 least-supported groups.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13530,"cached_input_tokens":12032,"output_tokens":222,"reasoning_output_tokens":132}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_396bc452298d3d3d/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_396bc452298d3d3d/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..4dbd43453193d227cabfe1b44eed3d8c88a4f387 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_396bc452298d3d3d/cli/sql_response_attempt_2.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"V\",\n COUNT(*) AS support\nFROM \"n20\"\nGROUP BY \"V\"\nORDER BY support ASC, \"V\"\nLIMIT 17;","notes":"Uses the Low-Support Group Count template exactly as planned, grouping on \"V\" and returning the 17 least-supported groups."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_396bc452298d3d3d/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_396bc452298d3d3d/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_396bc452298d3d3d/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_396bc452298d3d3d/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_3dddc27c85557623/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_3dddc27c85557623/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..2654c7801bfd3cb384018c002fa62035ea39234a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_3dddc27c85557623/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=V, measure_col=AT. +Result preview: [{"V": "44.3", "PE": "444", "total_measure": 21.24, "share_within_group": 100.00000000000001}, {"V": "35.85", "PE": "464.6", "total_measure": 14.43, "share_within_group": 100.0}, {"V": "36.43", "PE": "474.17", "total_measure": 11.87, "share_within_group": 100.0}, {"V": "36.54", "PE": "475.48", "total_measure": 9.47, "share_within_group": 100.0}, {"V": "37.86", "PE": "463.58", "total_measure": 14.57, "share_within_group": 100.0}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_3dddc27c85557623/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_3dddc27c85557623/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..fb5f02b0cfaeef840b1a9e4a5a308a64e58b2e69 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_3dddc27c85557623/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: n20 +-- 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_tpcds_within_group_share +-- query_record_id: v2q_n20_3dddc27c85557623 +-- problem_id: v2p_n20_6a1701928ce1092c +-- realization_mode: agent +-- source_kind: agent +SELECT + "V", + "PE", + SUM(CAST("AT" AS REAL)) AS "total_measure", + SUM(CAST("AT" AS REAL)) * 100.0 / SUM(SUM(CAST("AT" AS REAL))) OVER (PARTITION BY "V") AS "share_within_group" +FROM "n20" +GROUP BY "V", "PE" +ORDER BY "share_within_group" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_3dddc27c85557623/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_3dddc27c85557623/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1b3daaa3e118be7588af9b5baad7bd5f039d0fac --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_3dddc27c85557623/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_tpcds_within_group_share\nSELECT\n \"V\",\n \"PE\",\n SUM(CAST(\"AT\" AS REAL)) AS \"total_measure\",\n SUM(CAST(\"AT\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"AT\" AS REAL))) OVER (PARTITION BY \"V\") AS \"share_within_group\"\nFROM \"n20\"\nGROUP BY \"V\", \"PE\"\nORDER BY \"share_within_group\" DESC;", "result": "{\"query\": \"-- template_id: tpl_tpcds_within_group_share\\nSELECT\\n \\\"V\\\",\\n \\\"PE\\\",\\n SUM(CAST(\\\"AT\\\" AS REAL)) AS \\\"total_measure\\\",\\n SUM(CAST(\\\"AT\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"AT\\\" AS REAL))) OVER (PARTITION BY \\\"V\\\") AS \\\"share_within_group\\\"\\nFROM \\\"n20\\\"\\nGROUP BY \\\"V\\\", \\\"PE\\\"\\nORDER BY \\\"share_within_group\\\" DESC;\", \"columns\": [\"V\", \"PE\", \"total_measure\", \"share_within_group\"], \"rows\": [{\"V\": \"44.3\", \"PE\": \"444\", \"total_measure\": 21.24, \"share_within_group\": 100.00000000000001}, {\"V\": \"35.85\", \"PE\": \"464.6\", \"total_measure\": 14.43, \"share_within_group\": 100.0}, {\"V\": \"36.43\", \"PE\": \"474.17\", \"total_measure\": 11.87, \"share_within_group\": 100.0}, {\"V\": \"36.54\", \"PE\": \"475.48\", \"total_measure\": 9.47, \"share_within_group\": 100.0}, {\"V\": \"37.86\", \"PE\": \"463.58\", \"total_measure\": 14.57, \"share_within_group\": 100.0}, {\"V\": \"37.9\", \"PE\": \"465.61\", \"total_measure\": 13.3, \"share_within_group\": 100.0}, {\"V\": \"37.909999999999997\", \"PE\": \"469.63\", \"total_measure\": 13.18, \"share_within_group\": 100.0}, {\"V\": \"38.92\", \"PE\": \"470.63\", \"total_measure\": 14.48, \"share_within_group\": 100.0}, {\"V\": \"39.08\", \"PE\": \"454.18\", \"total_measure\": 17.68, \"share_within_group\": 100.0}, {\"V\": \"40.33\", \"PE\": \"460.09\", \"total_measure\": 20.13, \"share_within_group\": 100.0}, {\"V\": \"41.43\", \"PE\": \"470.41\", \"total_measure\": 15.19, \"share_within_group\": 100.0}, {\"V\": \"44.37\", \"PE\": \"429.81\", \"total_measure\": 32.45, \"share_within_group\": 100.0}, {\"V\": \"45.76\", \"PE\": \"460.87\", \"total_measure\": 16.2, \"share_within_group\": 100.0}, {\"V\": \"45.78\", \"PE\": \"462.88\", \"total_measure\": 13.78, \"share_within_group\": 100.0}, {\"V\": \"46.9\", \"PE\": \"461.73\", \"total_measure\": 14.91, \"share_within_group\": 100.0}, {\"V\": \"50.39\", \"PE\": \"452.59\", \"total_measure\": 23.87, \"share_within_group\": 100.0}, {\"V\": \"53.3\", \"PE\": \"430.27\", \"total_measure\": 30.63, \"share_within_group\": 100.0}, {\"V\": \"53.53\", \"PE\": \"432.43\", \"total_measure\": 31.99, \"share_within_group\": 100.0}, {\"V\": \"54.89\", \"PE\": \"440.99\", \"total_measure\": 28.88, \"share_within_group\": 100.0}, {\"V\": \"55.28\", \"PE\": \"451.29\", \"total_measure\": 18.38, \"share_within_group\": 100.0}, {\"V\": \"55.68\", \"PE\": \"435.04\", \"total_measure\": 29.16, \"share_within_group\": 100.0}, {\"V\": \"56.24\", \"PE\": \"429.34\", \"total_measure\": 30.44, \"share_within_group\": 100.0}, {\"V\": \"56.51\", \"PE\": \"449.24\", \"total_measure\": 19.09, \"share_within_group\": 100.0}, {\"V\": \"56.86\", \"PE\": \"434.08\", \"total_measure\": 28.81, \"share_within_group\": 100.0}, {\"V\": \"57.35\", \"PE\": \"433.27\", \"total_measure\": 29.7, \"share_within_group\": 100.0}, {\"V\": \"57.55\", \"PE\": \"435.33\", \"total_measure\": 28.75, \"share_within_group\": 100.0}, {\"V\": \"57.82\", \"PE\": \"435.4\", \"total_measure\": 28.52, \"share_within_group\": 100.0}, {\"V\": \"60.06\", \"PE\": \"450.16\", \"total_measure\": 26.33, \"share_within_group\": 100.0}, {\"V\": \"61.85\", \"PE\": \"436.46\", \"total_measure\": 29.85, \"share_within_group\": 100.0}, {\"V\": \"62.34\", \"PE\": \"435.94\", \"total_measure\": 30.01, \"share_within_group\": 100.0}, {\"V\": \"64.09\", \"PE\": \"436.61\", \"total_measure\": 28.07, \"share_within_group\": 100.0}, {\"V\": \"64.34\", \"PE\": \"440\", \"total_measure\": 27.45, \"share_within_group\": 100.0}, {\"V\": \"65.75\", \"PE\": \"435.6\", \"total_measure\": 24.87, \"share_within_group\": 100.0}, {\"V\": \"66.849999999999994\", \"PE\": \"440.98\", \"total_measure\": 29.27, \"share_within_group\": 100.0}, {\"V\": \"67.98\", \"PE\": \"434.65\", \"total_measure\": 27.01, \"share_within_group\": 100.0}, {\"V\": \"68.37\", \"PE\": \"442.66\", \"total_measure\": 24.85, \"share_within_group\": 100.0}, {\"V\": \"70.09\", \"PE\": \"439.96\", \"total_measure\": 24.85, \"share_within_group\": 100.0}, {\"V\": \"73.11\", \"PE\": \"440.15\", \"total_measure\": 22.89, \"share_within_group\": 100.0}, {\"V\": \"73.459999999999994\", \"PE\": \"438.41\", \"total_measure\": 24.07, \"share_within_group\": 100.0}, {\"V\": \"76.16\", \"PE\": \"437.47\", \"total_measure\": 24.95, \"share_within_group\": 100.0}, {\"V\": \"78.11\", \"PE\": \"435.71\", \"total_measure\": 21.16, \"share_within_group\": 100.0}, {\"V\": \"80.25\", \"PE\": \"446.15\", \"total_measure\": 22.89, \"share_within_group\": 100.0}, {\"V\": \"81.56\", \"PE\": \"434.38\", \"total_measure\": 21.37, \"share_within_group\": 100.0}, {\"V\": \"47.24\", \"PE\": \"462.41\", \"total_measure\": 21.12, \"share_within_group\": 56.27498001598721}, {\"V\": \"46\", \"PE\": \"447.8\", \"total_measure\": 18.68, \"share_within_group\": 52.0914668153932}, {\"V\": \"57.69\", \"PE\": \"437.8\", \"total_measure\": 25.13, \"share_within_group\": 52.0397597846345}, {\"V\": \"58.69\", \"PE\": \"439.32\", \"total_measure\": 26.64, \"share_within_group\": 51.677982541222114}, {\"V\": \"38.53\", \"PE\": \"470.39\", \"total_measure\": 13.67, \"share_within_group\": 51.48775894538606}, {\"V\": \"67.510000000000005\", \"PE\": \"446.97\", \"total_measure\": 29.19, \"share_within_group\": 51.38179897905298}, {\"V\": \"78.87\", \"PE\": \"432.01\", \"total_measure\": 30.82, \"share_within_group\": 51.306808723156315}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 42.6}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_3dddc27c85557623/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_3dddc27c85557623/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..1bb63c6c5060937795699f093a142d3858cd472a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_3dddc27c85557623/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "n20", + "started_at": "2026-05-19T15:35:32.612374+00:00", + "ended_at": "2026-05-19T15:35:48.818253+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n20_3dddc27c85557623", + "problem_id": "v2p_n20_6a1701928ce1092c", + "dataset_id": "n20", + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=V, measure_col=AT.", + "bindings": { + "group_col": "V", + "measure_col": "AT", + "item_col": "PE", + "top_k": 13, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 25.72, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "item_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=rule", + "problem_index_within_template=5", + "sql_variant_index=1/2", + "binding_index=28" + ], + "template_selection_mode": "rule", + "selected_template_rank": 3, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/sql/v2q_n20_3dddc27c85557623.sql", + "usage_summary": { + "dataset_id": "n20", + "model": "v2-cli:codex", + "run_id": "v2q_n20_3dddc27c85557623", + "api_calls": 0, + "input_tokens": 13636, + "cached_input_tokens": 12032, + "output_tokens": 847, + "total_tokens": 14483, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 16159.1, + "sql_execution_elapsed_ms_total": 42.6, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_3dddc27c85557623/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_3dddc27c85557623/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_3dddc27c85557623/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a66426e81dd96ce4f890819cd5810acd58eddbf9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_3dddc27c85557623/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:35:48.773422+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": 16159.1, "started_at": "2026-05-19T15:35:32.613292+00:00", "ended_at": "2026-05-19T15:35:48.772423+00:00", "prompt_metrics": {"chars": 4946, "bytes_utf8": 4946, "lines": 158, "estimated_tokens": null}, "response_metrics": {"chars": 517, "bytes_utf8": 517, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13636, "cached_input_tokens": 12032, "output_tokens": 847, "reasoning_output_tokens": 685}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT\\n \\\"V\\\",\\n \\\"PE\\\",\\n SUM(CAST(\\\"AT\\\" AS REAL)) AS \\\"total_measure\\\",\\n SUM(CAST(\\\"AT\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"AT\\\" AS REAL))) OVER (PARTITION BY \\\"V\\\") AS \\\"share_within_group\\\"\\nFROM \\\"n20\\\"\\nGROUP BY \\\"V\\\", \\\"PE\\\"\\nORDER BY \\\"share_within_group\\\" DESC;\",\"notes\":\"Applied the Within-Group Share of Total template with group_col=\\\"V\\\", item_col=\\\"PE\\\", and measure_col=\\\"AT\\\". Cast \\\"AT\\\" from TEXT to REAL for SQLite numeric aggregation.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_3dddc27c85557623/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_3dddc27c85557623/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..63364b633d7d0d92209210f3af6a3a6705663c66 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_3dddc27c85557623/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n20", + "model": "v2-cli:codex", + "run_id": "v2q_n20_3dddc27c85557623", + "api_calls": 0, + "input_tokens": 13636, + "cached_input_tokens": 12032, + "output_tokens": 847, + "total_tokens": 14483, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 16159.1, + "sql_execution_elapsed_ms_total": 42.6, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_3dddc27c85557623/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_414979b05be8a422/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_414979b05be8a422/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3d01ef2874cf372053a7729d769aaf1b586322a3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_414979b05be8a422/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 4626, "bytes_utf8": 4626, "lines": 156, "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": 371, "bytes_utf8": 371, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13529, "cached_input_tokens": 12672, "output_tokens": 317, "reasoning_output_tokens": 218}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_414979b05be8a422/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_414979b05be8a422/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..d90335f520026b8466b2f9f2117aa4dde783be78 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_414979b05be8a422/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": "n20", + "model": "v2-cli:codex", + "run_id": "v2q_n20_414979b05be8a422", + "api_calls": 0, + "input_tokens": 13529, + "cached_input_tokens": 12672, + "output_tokens": 317, + "total_tokens": 13846, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13687.42, + "sql_execution_elapsed_ms_total": 29.06, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_414979b05be8a422/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_414979b05be8a422/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_414979b05be8a422/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..00c73a1b2aec73e57f909e181c7d1afe8c6e950a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_414979b05be8a422/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": "2026-05-19T15:42:45.764851+00:00", + "ended_at": "2026-05-19T15:42:59.452301+00:00", + "elapsed_ms": 13687.42, + "prompt_metrics": { + "chars": 4626, + "bytes_utf8": 4626, + "lines": 156, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 725, + "bytes_utf8": 725, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 371, + "bytes_utf8": 371, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13529, + "cached_input_tokens": 12672, + "output_tokens": 317, + "reasoning_output_tokens": 218 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_414979b05be8a422/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_414979b05be8a422/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..32cedb114c5b480523c95ece4a1bbf727139811f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_414979b05be8a422/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,156 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n20 +- dataset_name: Combined Cycle Power Plant +- table_name: n20 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 4 feature columns and target `PE`. +- task_type: regression +- target_column: PE +- main_row_count: 9568 +- important_fields: +- AT: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for AT. +- V: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'subgroup_candidate'] desc=Numeric field for V. +- AP: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for AP. +- RH: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for RH. +- PE: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for PE. +- useful_field_combinations: [['V', 'AT', 'PE'], ['AT', 'V', 'PE']] +- fields_requiring_caution: ['PE', 'AT', 'V', 'AP'] +- source_url: https://archive.ics.uci.edu/dataset/294/combined+cycle+power+plant + +SQLite schema snapshot: +{ + "table_name": "n20", + "quoted_table_name": "\"n20\"", + "row_count": 9568, + "columns": [ + { + "name": "AT", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "AP", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PE", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "AT": "14.96", + "V": "41.76", + "AP": "1024.07", + "RH": "73.17", + "PE": "463.26" + }, + { + "AT": "25.18", + "V": "62.96", + "AP": "1020.04", + "RH": "59.08", + "PE": "444.37" + }, + { + "AT": "5.1100000000000003", + "V": "39.4", + "AP": "1012.16", + "RH": "92.14", + "PE": "488.56" + }, + { + "AT": "20.86", + "V": "57.32", + "AP": "1010.24", + "RH": "76.64", + "PE": "446.48" + }, + { + "AT": "10.82", + "V": "37.5", + "AP": "1009.23", + "RH": "96.62", + "PE": "473.9" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n20", + "question": "Use template Window Partition Average to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=V, measure_col=V.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "V", + "measure_col": "V", + "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": 62.52, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_414979b05be8a422/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_414979b05be8a422/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..06e6e4259f16ac5e7f3d0c3938c5d9a533422de2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_414979b05be8a422/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e7-612b-7fd0-b35a-b87ece4c2ea1"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"V\\\",\\n AVG(CAST(\\\"V\\\" AS REAL)) OVER (PARTITION BY \\\"V\\\") AS avg_measure\\nFROM \\\"n20\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the required Window Partition Average template with group_col and measure_col both bound to \\\"V\\\". Cast \\\"V\\\" to REAL because the SQLite schema stores it as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13529,"cached_input_tokens":12672,"output_tokens":317,"reasoning_output_tokens":218}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_414979b05be8a422/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_414979b05be8a422/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2b10930ec370fb2cadaa3ffff15306c628b9d39c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_414979b05be8a422/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"V\",\n AVG(CAST(\"V\" AS REAL)) OVER (PARTITION BY \"V\") AS avg_measure\nFROM \"n20\"\nORDER BY avg_measure DESC;","notes":"Used the required Window Partition Average template with group_col and measure_col both bound to \"V\". Cast \"V\" to REAL because the SQLite schema stores it as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_414979b05be8a422/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_414979b05be8a422/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_4339e3ce2d4baa82/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_4339e3ce2d4baa82/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..fa47d7e7e557edd2a72a200be4f89ed066f58678 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_4339e3ce2d4baa82/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=V. +Result preview: [{"V": "35.85", "support": 1}, {"V": "36.43", "support": 1}, {"V": "36.54", "support": 1}, {"V": "37.86", "support": 1}, {"V": "37.9", "support": 1}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_4339e3ce2d4baa82/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_4339e3ce2d4baa82/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..eed23a1f9551ff183888638d325eac55b8138eed --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_4339e3ce2d4baa82/generated_sql.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: n20 +-- 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_n20_4339e3ce2d4baa82 +-- problem_id: v2p_n20_a5df4e77b14bc62d +-- realization_mode: agent +-- source_kind: agent +SELECT + "V", + COUNT(*) AS support +FROM "n20" +GROUP BY "V" +ORDER BY support ASC, "V" +LIMIT 19; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_4339e3ce2d4baa82/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_4339e3ce2d4baa82/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..55fa5fe00ca73ab0cf99b9bcbda5545ab70cc77e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_4339e3ce2d4baa82/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 \"V\",\n COUNT(*) AS support\nFROM \"n20\"\nGROUP BY \"V\"\nORDER BY support ASC, \"V\"\nLIMIT 19;", "result": "{\"query\": \"-- template_id: tpl_tail_low_support_group_count_v2.\\nSELECT\\n \\\"V\\\",\\n COUNT(*) AS support\\nFROM \\\"n20\\\"\\nGROUP BY \\\"V\\\"\\nORDER BY support ASC, \\\"V\\\"\\nLIMIT 19;\", \"columns\": [\"V\", \"support\"], \"rows\": [{\"V\": \"35.85\", \"support\": 1}, {\"V\": \"36.43\", \"support\": 1}, {\"V\": \"36.54\", \"support\": 1}, {\"V\": \"37.86\", \"support\": 1}, {\"V\": \"37.9\", \"support\": 1}, {\"V\": \"37.909999999999997\", \"support\": 1}, {\"V\": \"38.92\", \"support\": 1}, {\"V\": \"39.08\", \"support\": 1}, {\"V\": \"40.33\", \"support\": 1}, {\"V\": \"41.43\", \"support\": 1}, {\"V\": \"44.3\", \"support\": 1}, {\"V\": \"44.37\", \"support\": 1}, {\"V\": \"45.76\", \"support\": 1}, {\"V\": \"45.78\", \"support\": 1}, {\"V\": \"46.9\", \"support\": 1}, {\"V\": \"50.39\", \"support\": 1}, {\"V\": \"53.3\", \"support\": 1}, {\"V\": \"53.53\", \"support\": 1}, {\"V\": \"54.89\", \"support\": 1}], \"row_count_returned\": 19, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 5.21}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_4339e3ce2d4baa82/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_4339e3ce2d4baa82/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..a7044f7429f31fb9175b1d76bd31103090b5ff04 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_4339e3ce2d4baa82/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "n20", + "started_at": "2026-05-19T16:04:53.285536+00:00", + "ended_at": "2026-05-19T16:05:02.612522+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n20_4339e3ce2d4baa82", + "problem_id": "v2p_n20_a5df4e77b14bc62d", + "dataset_id": "n20", + "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=V.", + "bindings": { + "group_col": "V", + "top_k": 19, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 25.72, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=rule", + "problem_index_within_template=5", + "sql_variant_index=2/2", + "binding_index=124" + ], + "template_selection_mode": "rule", + "selected_template_rank": 11, + "problem_index_within_template": 5, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/sql/v2q_n20_4339e3ce2d4baa82.sql", + "usage_summary": { + "dataset_id": "n20", + "model": "v2-cli:codex", + "run_id": "v2q_n20_4339e3ce2d4baa82", + "api_calls": 0, + "input_tokens": 13529, + "cached_input_tokens": 12672, + "output_tokens": 388, + "total_tokens": 13917, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 9318.58, + "sql_execution_elapsed_ms_total": 5.21, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_4339e3ce2d4baa82/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_4339e3ce2d4baa82/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_4339e3ce2d4baa82/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5bc0c22b71aeb1bdc188b61e5f7dbcbe6257ef3f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_4339e3ce2d4baa82/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T16:05:02.605943+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": 9318.58, "started_at": "2026-05-19T16:04:53.286600+00:00", "ended_at": "2026-05-19T16:05:02.605206+00:00", "prompt_metrics": {"chars": 4545, "bytes_utf8": 4545, "lines": 154, "estimated_tokens": null}, "response_metrics": {"chars": 350, "bytes_utf8": 350, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13529, "cached_input_tokens": 12672, "output_tokens": 388, "reasoning_output_tokens": 289}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tail_low_support_group_count_v2.\\nSELECT\\n \\\"V\\\",\\n COUNT(*) AS support\\nFROM \\\"n20\\\"\\nGROUP BY \\\"V\\\"\\nORDER BY support ASC, \\\"V\\\"\\nLIMIT 19;\",\"notes\":\"Implements the provided Low-Support Group Count template with group_col bound to \\\"V\\\" and top_k=19. Uses the schema-defined TEXT column directly without casting.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_4339e3ce2d4baa82/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_4339e3ce2d4baa82/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..ff150d67a5739512d88da01e2ef441120e3ddfae --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_4339e3ce2d4baa82/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n20", + "model": "v2-cli:codex", + "run_id": "v2q_n20_4339e3ce2d4baa82", + "api_calls": 0, + "input_tokens": 13529, + "cached_input_tokens": 12672, + "output_tokens": 388, + "total_tokens": 13917, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 9318.58, + "sql_execution_elapsed_ms_total": 5.21, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_4339e3ce2d4baa82/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_454fed7f11f850c6/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_454fed7f11f850c6/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..3ec7419f05615d80b53b08df2316a1c732210a68 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_454fed7f11f850c6/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=V, condition_col=PE. +Result preview: [{"V": "79.05", "condition_rate": 0.25}, {"V": "76.2", "condition_rate": 0.07692307692307693}, {"V": "74.900000000000006", "condition_rate": 0.07692307692307693}, {"V": "70.400000000000006", "condition_rate": 0.0625}, {"V": "67.25", "condition_rate": 0.05}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_454fed7f11f850c6/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_454fed7f11f850c6/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..7cc61f580a6b4501af98b290e78a20653ef06fd9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_454fed7f11f850c6/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: n20 +-- 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_n20_454fed7f11f850c6 +-- problem_id: v2p_n20_af0f8a16ac6aa326 +-- realization_mode: agent +-- source_kind: agent +SELECT "V", + AVG(CASE WHEN "PE" = '434.01' THEN 1 ELSE 0 END) AS "condition_rate" +FROM "n20" +GROUP BY "V" +ORDER BY "condition_rate" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_454fed7f11f850c6/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_454fed7f11f850c6/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e7aabe003a9dd88c191cc463b9cd59b4e183903c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_454fed7f11f850c6/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_m4_group_condition_rate\nSELECT \"V\",\n AVG(CASE WHEN \"PE\" = '434.01' THEN 1 ELSE 0 END) AS \"condition_rate\"\nFROM \"n20\"\nGROUP BY \"V\"\nORDER BY \"condition_rate\" DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"V\\\",\\n AVG(CASE WHEN \\\"PE\\\" = '434.01' THEN 1 ELSE 0 END) AS \\\"condition_rate\\\"\\nFROM \\\"n20\\\"\\nGROUP BY \\\"V\\\"\\nORDER BY \\\"condition_rate\\\" DESC;\", \"columns\": [\"V\", \"condition_rate\"], \"rows\": [{\"V\": \"79.05\", \"condition_rate\": 0.25}, {\"V\": \"76.2\", \"condition_rate\": 0.07692307692307693}, {\"V\": \"74.900000000000006\", \"condition_rate\": 0.07692307692307693}, {\"V\": \"70.400000000000006\", \"condition_rate\": 0.0625}, {\"V\": \"67.25\", \"condition_rate\": 0.05}, {\"V\": \"67.45\", \"condition_rate\": 0.047619047619047616}, {\"V\": \"71.58\", \"condition_rate\": 0.045454545454545456}, {\"V\": \"71.319999999999993\", \"condition_rate\": 0.03571428571428571}, {\"V\": \"81.56\", \"condition_rate\": 0.0}, {\"V\": \"80.25\", \"condition_rate\": 0.0}, {\"V\": \"80.180000000000007\", \"condition_rate\": 0.0}, {\"V\": \"79.739999999999995\", \"condition_rate\": 0.0}, {\"V\": \"78.92\", \"condition_rate\": 0.0}, {\"V\": \"78.87\", \"condition_rate\": 0.0}, {\"V\": \"78.11\", \"condition_rate\": 0.0}, {\"V\": \"78.05\", \"condition_rate\": 0.0}, {\"V\": \"77.95\", \"condition_rate\": 0.0}, {\"V\": \"77.540000000000006\", \"condition_rate\": 0.0}, {\"V\": \"77.3\", \"condition_rate\": 0.0}, {\"V\": \"77.239999999999995\", \"condition_rate\": 0.0}, {\"V\": \"77.17\", \"condition_rate\": 0.0}, {\"V\": \"76.86\", \"condition_rate\": 0.0}, {\"V\": \"76.16\", \"condition_rate\": 0.0}, {\"V\": \"76.09\", \"condition_rate\": 0.0}, {\"V\": \"75.599999999999994\", \"condition_rate\": 0.0}, {\"V\": \"75.33\", \"condition_rate\": 0.0}, {\"V\": \"75.23\", \"condition_rate\": 0.0}, {\"V\": \"75.08\", \"condition_rate\": 0.0}, {\"V\": \"74.989999999999995\", \"condition_rate\": 0.0}, {\"V\": \"74.930000000000007\", \"condition_rate\": 0.0}, {\"V\": \"74.87\", \"condition_rate\": 0.0}, {\"V\": \"74.78\", \"condition_rate\": 0.0}, {\"V\": \"74.67\", \"condition_rate\": 0.0}, {\"V\": \"74.34\", \"condition_rate\": 0.0}, {\"V\": \"74.33\", \"condition_rate\": 0.0}, {\"V\": \"74.22\", \"condition_rate\": 0.0}, {\"V\": \"74.16\", \"condition_rate\": 0.0}, {\"V\": \"73.91\", \"condition_rate\": 0.0}, {\"V\": \"73.900000000000006\", \"condition_rate\": 0.0}, {\"V\": \"73.88\", \"condition_rate\": 0.0}, {\"V\": \"73.77\", \"condition_rate\": 0.0}, {\"V\": \"73.680000000000007\", \"condition_rate\": 0.0}, {\"V\": \"73.67\", \"condition_rate\": 0.0}, {\"V\": \"73.56\", \"condition_rate\": 0.0}, {\"V\": \"73.5\", \"condition_rate\": 0.0}, {\"V\": \"73.459999999999994\", \"condition_rate\": 0.0}, {\"V\": \"73.42\", \"condition_rate\": 0.0}, {\"V\": \"73.400000000000006\", \"condition_rate\": 0.0}, {\"V\": \"73.209999999999994\", \"condition_rate\": 0.0}, {\"V\": \"73.180000000000007\", \"condition_rate\": 0.0}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 7.74}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_454fed7f11f850c6/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_454fed7f11f850c6/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..8abe8746039254aeeca7eb1a0ca5250a908ee2c0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_454fed7f11f850c6/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "n20", + "started_at": "2026-05-19T16:00:06.675600+00:00", + "ended_at": "2026-05-19T16:00:20.267114+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n20_454fed7f11f850c6", + "problem_id": "v2p_n20_af0f8a16ac6aa326", + "dataset_id": "n20", + "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=V, condition_col=PE.", + "bindings": { + "group_col": "V", + "condition_col": "PE", + "condition_value": "434.01", + "positive_value": "468.8", + "negative_value": "434.01", + "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": 1017.26, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=rule", + "problem_index_within_template=3", + "sql_variant_index=2/2", + "binding_index=98" + ], + "template_selection_mode": "rule", + "selected_template_rank": 9, + "problem_index_within_template": 3, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/sql/v2q_n20_454fed7f11f850c6.sql", + "usage_summary": { + "dataset_id": "n20", + "model": "v2-cli:codex", + "run_id": "v2q_n20_454fed7f11f850c6", + "api_calls": 0, + "input_tokens": 13586, + "cached_input_tokens": 12288, + "output_tokens": 321, + "total_tokens": 13907, + "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": 12577.75, + "sql_execution_elapsed_ms_total": 7.74, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_454fed7f11f850c6/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_454fed7f11f850c6/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_454fed7f11f850c6/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..32f1f5bed8a2051613681ab985199565c24d454f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_454fed7f11f850c6/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:00:09.572491+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": 2895.15, "started_at": "2026-05-19T16:00:06.676546+00:00", "ended_at": "2026-05-19T16:00:09.571720+00:00", "prompt_metrics": {"chars": 4805, "bytes_utf8": 4805, "lines": 159, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40f7-430e-7180-a58b-e7ed4033e319\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:00:20.257431+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": 9682.6, "started_at": "2026-05-19T16:00:10.573748+00:00", "ended_at": "2026-05-19T16:00:20.256399+00:00", "prompt_metrics": {"chars": 4805, "bytes_utf8": 4805, "lines": 159, "estimated_tokens": null}, "response_metrics": {"chars": 429, "bytes_utf8": 429, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13586, "cached_input_tokens": 12288, "output_tokens": 321, "reasoning_output_tokens": 202}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"V\\\",\\n AVG(CASE WHEN \\\"PE\\\" = '434.01' THEN 1 ELSE 0 END) AS \\\"condition_rate\\\"\\nFROM \\\"n20\\\"\\nGROUP BY \\\"V\\\"\\nORDER BY \\\"condition_rate\\\" DESC;\",\"notes\":\"Uses the requested Grouped Condition Rate template with group_col=\\\"V\\\" and condition_col=\\\"PE\\\", treating the bound condition_value as the exact SQLite text literal '434.01' based on the provided schema.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_454fed7f11f850c6/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_454fed7f11f850c6/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..a001fc3091bfa84ca1754b901bab9ba53fae1732 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_454fed7f11f850c6/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n20", + "model": "v2-cli:codex", + "run_id": "v2q_n20_454fed7f11f850c6", + "api_calls": 0, + "input_tokens": 13586, + "cached_input_tokens": 12288, + "output_tokens": 321, + "total_tokens": 13907, + "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": 12577.75, + "sql_execution_elapsed_ms_total": 7.74, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_454fed7f11f850c6/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_46917775c5a56503/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_46917775c5a56503/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d2d748dc943568b8fce6a672adf0a5ca423bec49 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_46917775c5a56503/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 4621, "bytes_utf8": 4621, "lines": 156, "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": 13528, "cached_input_tokens": 12672, "output_tokens": 519, "reasoning_output_tokens": 414}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_46917775c5a56503/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_46917775c5a56503/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..21812c0c438dcdb537c4170db8dd4674ded0b1cd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_46917775c5a56503/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": "n20", + "model": "v2-cli:codex", + "run_id": "v2q_n20_46917775c5a56503", + "api_calls": 0, + "input_tokens": 13528, + "cached_input_tokens": 12672, + "output_tokens": 519, + "total_tokens": 14047, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 18832.63, + "sql_execution_elapsed_ms_total": 39.24, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_46917775c5a56503/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_46917775c5a56503/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_46917775c5a56503/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..131af12cd4fc649b2a0c6e567689d2923930e73a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_46917775c5a56503/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": "2026-05-19T15:40:41.434928+00:00", + "ended_at": "2026-05-19T15:41:00.267587+00:00", + "elapsed_ms": 18832.63, + "prompt_metrics": { + "chars": 4621, + "bytes_utf8": 4621, + "lines": 156, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1084, + "bytes_utf8": 1084, + "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": 392, + "bytes_utf8": 392, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13528, + "cached_input_tokens": 12672, + "output_tokens": 519, + "reasoning_output_tokens": 414 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_46917775c5a56503/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_46917775c5a56503/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8ee68149864e29367ff464b164ae9aaf3e0016af --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_46917775c5a56503/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,156 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n20 +- dataset_name: Combined Cycle Power Plant +- table_name: n20 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 4 feature columns and target `PE`. +- task_type: regression +- target_column: PE +- main_row_count: 9568 +- important_fields: +- AT: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for AT. +- V: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'subgroup_candidate'] desc=Numeric field for V. +- AP: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for AP. +- RH: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for RH. +- PE: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for PE. +- useful_field_combinations: [['V', 'AT', 'PE'], ['AT', 'V', 'PE']] +- fields_requiring_caution: ['PE', 'AT', 'V', 'AP'] +- source_url: https://archive.ics.uci.edu/dataset/294/combined+cycle+power+plant + +SQLite schema snapshot: +{ + "table_name": "n20", + "quoted_table_name": "\"n20\"", + "row_count": 9568, + "columns": [ + { + "name": "AT", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "AP", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PE", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "AT": "14.96", + "V": "41.76", + "AP": "1024.07", + "RH": "73.17", + "PE": "463.26" + }, + { + "AT": "25.18", + "V": "62.96", + "AP": "1020.04", + "RH": "59.08", + "PE": "444.37" + }, + { + "AT": "5.1100000000000003", + "V": "39.4", + "AP": "1012.16", + "RH": "92.14", + "PE": "488.56" + }, + { + "AT": "20.86", + "V": "57.32", + "AP": "1010.24", + "RH": "76.64", + "PE": "446.48" + }, + { + "AT": "10.82", + "V": "37.5", + "AP": "1009.23", + "RH": "96.62", + "PE": "473.9" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n20", + "question": "Use template Window Partition Average to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=V, measure_col=V.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "V", + "measure_col": "V", + "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": 66.54, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_46917775c5a56503/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_46917775c5a56503/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..452e76a4d5e60bd77a06673c49d6d844a8cf0c12 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_46917775c5a56503/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,5 @@ +{"type":"thread.started","thread_id":"019e40e5-7b7b-71f0-867d-a42be5b1771e"} +{"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 1991791, Requested 14163. Please try again in 178ms. 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_window_partition_avg\\nSELECT DISTINCT\\n \\\"V\\\",\\n AVG(CAST(\\\"V\\\" AS REAL)) OVER (PARTITION BY \\\"V\\\") AS avg_measure\\nFROM \\\"n20\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Applied the provided Window Partition Average template with group_col=\\\"V\\\" and measure_col=\\\"V\\\". Cast \\\"V\\\" to REAL for AVG because the SQLite schema stores numeric-looking values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13528,"cached_input_tokens":12672,"output_tokens":519,"reasoning_output_tokens":414}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_46917775c5a56503/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_46917775c5a56503/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..39779aabdaa56ad1eabee386d7e4e7d905b06210 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_46917775c5a56503/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT\n \"V\",\n AVG(CAST(\"V\" AS REAL)) OVER (PARTITION BY \"V\") AS avg_measure\nFROM \"n20\"\nORDER BY avg_measure DESC;","notes":"Applied the provided Window Partition Average template with group_col=\"V\" and measure_col=\"V\". Cast \"V\" to REAL for AVG because the SQLite schema stores numeric-looking values as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_46917775c5a56503/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_46917775c5a56503/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_46917775c5a56503/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_46917775c5a56503/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..4d8957b19298d76edc5e41fde5c83646ff2ef4d2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_46917775c5a56503/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Window Partition Average to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=V, measure_col=V. +Result preview: [{"V": "81.56", "avg_measure": 81.56}, {"V": "80.25", "avg_measure": 80.25}, {"V": "80.180000000000007", "avg_measure": 80.18}, {"V": "79.739999999999995", "avg_measure": 79.74}, {"V": "79.05", "avg_measure": 79.05}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_46917775c5a56503/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_46917775c5a56503/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..de0604abc241ae1cb817b55fb9b25c9ddebbbd00 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_46917775c5a56503/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: n20 +-- 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_m4_window_partition_avg +-- query_record_id: v2q_n20_46917775c5a56503 +-- problem_id: v2p_n20_b6ee8690f28e55ea +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT + "V", + AVG(CAST("V" AS REAL)) OVER (PARTITION BY "V") AS avg_measure +FROM "n20" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_46917775c5a56503/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_46917775c5a56503/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..00a4a739a4c6de6a2e082148b05fdd5e19873547 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_46917775c5a56503/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_window_partition_avg\nSELECT DISTINCT\n \"V\",\n AVG(CAST(\"V\" AS REAL)) OVER (PARTITION BY \"V\") AS avg_measure\nFROM \"n20\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT\\n \\\"V\\\",\\n AVG(CAST(\\\"V\\\" AS REAL)) OVER (PARTITION BY \\\"V\\\") AS avg_measure\\nFROM \\\"n20\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"V\", \"avg_measure\"], \"rows\": [{\"V\": \"81.56\", \"avg_measure\": 81.56}, {\"V\": \"80.25\", \"avg_measure\": 80.25}, {\"V\": \"80.180000000000007\", \"avg_measure\": 80.18}, {\"V\": \"79.739999999999995\", \"avg_measure\": 79.74}, {\"V\": \"79.05\", \"avg_measure\": 79.05}, {\"V\": \"78.92\", \"avg_measure\": 78.92}, {\"V\": \"78.87\", \"avg_measure\": 78.87}, {\"V\": \"78.11\", \"avg_measure\": 78.11}, {\"V\": \"78.05\", \"avg_measure\": 78.05}, {\"V\": \"77.95\", \"avg_measure\": 77.95}, {\"V\": \"77.540000000000006\", \"avg_measure\": 77.54}, {\"V\": \"77.3\", \"avg_measure\": 77.3}, {\"V\": \"77.239999999999995\", \"avg_measure\": 77.24}, {\"V\": \"77.17\", \"avg_measure\": 77.17}, {\"V\": \"76.86\", \"avg_measure\": 76.86}, {\"V\": \"76.2\", \"avg_measure\": 76.2}, {\"V\": \"76.16\", \"avg_measure\": 76.16}, {\"V\": \"76.09\", \"avg_measure\": 76.09}, {\"V\": \"75.599999999999994\", \"avg_measure\": 75.6}, {\"V\": \"75.33\", \"avg_measure\": 75.33}, {\"V\": \"75.23\", \"avg_measure\": 75.23}, {\"V\": \"75.08\", \"avg_measure\": 75.08}, {\"V\": \"74.989999999999995\", \"avg_measure\": 74.99}, {\"V\": \"74.930000000000007\", \"avg_measure\": 74.93}, {\"V\": \"74.900000000000006\", \"avg_measure\": 74.9}, {\"V\": \"74.87\", \"avg_measure\": 74.87}, {\"V\": \"74.78\", \"avg_measure\": 74.78}, {\"V\": \"74.67\", \"avg_measure\": 74.67}, {\"V\": \"74.34\", \"avg_measure\": 74.34}, {\"V\": \"74.33\", \"avg_measure\": 74.33}, {\"V\": \"74.22\", \"avg_measure\": 74.22}, {\"V\": \"74.16\", \"avg_measure\": 74.16}, {\"V\": \"73.91\", \"avg_measure\": 73.91}, {\"V\": \"73.900000000000006\", \"avg_measure\": 73.9}, {\"V\": \"73.88\", \"avg_measure\": 73.88}, {\"V\": \"73.77\", \"avg_measure\": 73.77}, {\"V\": \"73.680000000000007\", \"avg_measure\": 73.68}, {\"V\": \"73.67\", \"avg_measure\": 73.67}, {\"V\": \"73.56\", \"avg_measure\": 73.56000000000002}, {\"V\": \"73.5\", \"avg_measure\": 73.5}, {\"V\": \"73.459999999999994\", \"avg_measure\": 73.46}, {\"V\": \"73.42\", \"avg_measure\": 73.42}, {\"V\": \"73.400000000000006\", \"avg_measure\": 73.4}, {\"V\": \"73.209999999999994\", \"avg_measure\": 73.21}, {\"V\": \"73.180000000000007\", \"avg_measure\": 73.18}, {\"V\": \"73.17\", \"avg_measure\": 73.17}, {\"V\": \"73.11\", \"avg_measure\": 73.11}, {\"V\": \"73.06\", \"avg_measure\": 73.06}, {\"V\": \"73.03\", \"avg_measure\": 73.03}, {\"V\": \"72.989999999999995\", \"avg_measure\": 72.99}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 39.24}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_46917775c5a56503/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_46917775c5a56503/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..11260dbcc429dba56c430dddf8898292d0eb1ddd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_46917775c5a56503/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "n20", + "started_at": "2026-05-19T15:40:41.433728+00:00", + "ended_at": "2026-05-19T15:41:00.310935+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n20_46917775c5a56503", + "problem_id": "v2p_n20_b6ee8690f28e55ea", + "dataset_id": "n20", + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Window Partition Average to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=V, measure_col=V.", + "bindings": { + "group_col": "V", + "measure_col": "V", + "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": 66.54, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=rule", + "problem_index_within_template=2", + "sql_variant_index=1/2", + "binding_index=49" + ], + "template_selection_mode": "rule", + "selected_template_rank": 5, + "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_a/n20/sql/v2q_n20_46917775c5a56503.sql", + "usage_summary": { + "dataset_id": "n20", + "model": "v2-cli:codex", + "run_id": "v2q_n20_46917775c5a56503", + "api_calls": 0, + "input_tokens": 13528, + "cached_input_tokens": 12672, + "output_tokens": 519, + "total_tokens": 14047, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 18832.63, + "sql_execution_elapsed_ms_total": 39.24, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_46917775c5a56503/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_46917775c5a56503/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_46917775c5a56503/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3555fdb458d0122c353c14622e20b234a869c589 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_46917775c5a56503/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:41:00.269098+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": 18832.63, "started_at": "2026-05-19T15:40:41.434928+00:00", "ended_at": "2026-05-19T15:41:00.267587+00:00", "prompt_metrics": {"chars": 4621, "bytes_utf8": 4621, "lines": 156, "estimated_tokens": null}, "response_metrics": {"chars": 392, "bytes_utf8": 392, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13528, "cached_input_tokens": 12672, "output_tokens": 519, "reasoning_output_tokens": 414}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT\\n \\\"V\\\",\\n AVG(CAST(\\\"V\\\" AS REAL)) OVER (PARTITION BY \\\"V\\\") AS avg_measure\\nFROM \\\"n20\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Applied the provided Window Partition Average template with group_col=\\\"V\\\" and measure_col=\\\"V\\\". Cast \\\"V\\\" to REAL for AVG because the SQLite schema stores numeric-looking values as TEXT.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_46917775c5a56503/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_46917775c5a56503/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..e07921f8d80eba6ef5a1849f0648a6fec0230361 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_46917775c5a56503/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n20", + "model": "v2-cli:codex", + "run_id": "v2q_n20_46917775c5a56503", + "api_calls": 0, + "input_tokens": 13528, + "cached_input_tokens": 12672, + "output_tokens": 519, + "total_tokens": 14047, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 18832.63, + "sql_execution_elapsed_ms_total": 39.24, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_46917775c5a56503/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_4b7171693cb58aba/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_4b7171693cb58aba/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..13a4886bdc5082458fe93e7f82230f31764a524f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_4b7171693cb58aba/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=V, condition_col=PE. +Result preview: [{"V": "67.25", "condition_ratio": 0.0}, {"V": "67.45", "condition_ratio": 0.0}, {"V": "70.400000000000006", "condition_ratio": 0.0}, {"V": "71.319999999999993", "condition_ratio": 0.0}, {"V": "71.58", "condition_ratio": 0.0}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_4b7171693cb58aba/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_4b7171693cb58aba/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..dc8e7ba26a826c4187f01fab7a2f43b452c74aee --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_4b7171693cb58aba/generated_sql.sql @@ -0,0 +1,24 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: n20 +-- 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_n20_4b7171693cb58aba +-- problem_id: v2p_n20_7ea32bf32dad5c14 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "V", + SUM(CASE WHEN CAST("PE" AS REAL) = 468.8 THEN 1 ELSE 0 END) AS numerator_count, + SUM(CASE WHEN CAST("PE" AS REAL) = 434.01 THEN 1 ELSE 0 END) AS denominator_count + FROM "n20" + GROUP BY "V" +) +SELECT "V", + 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_a/n20/artifacts/v2q_n20_4b7171693cb58aba/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_4b7171693cb58aba/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..80a4bd9a3d5b6046d5ecb266995aa35ec4f6e36a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_4b7171693cb58aba/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 \"V\",\n SUM(CASE WHEN CAST(\"PE\" AS REAL) = 468.8 THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN CAST(\"PE\" AS REAL) = 434.01 THEN 1 ELSE 0 END) AS denominator_count\n FROM \"n20\"\n GROUP BY \"V\"\n)\nSELECT \"V\",\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 \\\"V\\\",\\n SUM(CASE WHEN CAST(\\\"PE\\\" AS REAL) = 468.8 THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN CAST(\\\"PE\\\" AS REAL) = 434.01 THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"n20\\\"\\n GROUP BY \\\"V\\\"\\n)\\nSELECT \\\"V\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\", \"columns\": [\"V\", \"condition_ratio\"], \"rows\": [{\"V\": \"67.25\", \"condition_ratio\": 0.0}, {\"V\": \"67.45\", \"condition_ratio\": 0.0}, {\"V\": \"70.400000000000006\", \"condition_ratio\": 0.0}, {\"V\": \"71.319999999999993\", \"condition_ratio\": 0.0}, {\"V\": \"71.58\", \"condition_ratio\": 0.0}, {\"V\": \"74.900000000000006\", \"condition_ratio\": 0.0}, {\"V\": \"76.2\", \"condition_ratio\": 0.0}, {\"V\": \"79.05\", \"condition_ratio\": 0.0}, {\"V\": \"25.36\", \"condition_ratio\": null}, {\"V\": \"25.88\", \"condition_ratio\": null}, {\"V\": \"34.03\", \"condition_ratio\": null}, {\"V\": \"34.69\", \"condition_ratio\": null}, {\"V\": \"35.19\", \"condition_ratio\": null}, {\"V\": \"35.4\", \"condition_ratio\": null}, {\"V\": \"35.47\", \"condition_ratio\": null}, {\"V\": \"35.57\", \"condition_ratio\": null}, {\"V\": \"35.71\", \"condition_ratio\": null}, {\"V\": \"35.76\", \"condition_ratio\": null}, {\"V\": \"35.770000000000003\", \"condition_ratio\": null}, {\"V\": \"35.79\", \"condition_ratio\": null}, {\"V\": \"35.85\", \"condition_ratio\": null}, {\"V\": \"36.08\", \"condition_ratio\": null}, {\"V\": \"36.18\", \"condition_ratio\": null}, {\"V\": \"36.24\", \"condition_ratio\": null}, {\"V\": \"36.25\", \"condition_ratio\": null}, {\"V\": \"36.299999999999997\", \"condition_ratio\": null}, {\"V\": \"36.43\", \"condition_ratio\": null}, {\"V\": \"36.54\", \"condition_ratio\": null}, {\"V\": \"36.659999999999997\", \"condition_ratio\": null}, {\"V\": \"36.71\", \"condition_ratio\": null}, {\"V\": \"36.99\", \"condition_ratio\": null}, {\"V\": \"37.14\", \"condition_ratio\": null}, {\"V\": \"37.200000000000003\", \"condition_ratio\": null}, {\"V\": \"37.36\", \"condition_ratio\": null}, {\"V\": \"37.49\", \"condition_ratio\": null}, {\"V\": \"37.5\", \"condition_ratio\": null}, {\"V\": \"37.64\", \"condition_ratio\": null}, {\"V\": \"37.700000000000003\", \"condition_ratio\": null}, {\"V\": \"37.729999999999997\", \"condition_ratio\": null}, {\"V\": \"37.799999999999997\", \"condition_ratio\": null}, {\"V\": \"37.83\", \"condition_ratio\": null}, {\"V\": \"37.85\", \"condition_ratio\": null}, {\"V\": \"37.86\", \"condition_ratio\": null}, {\"V\": \"37.869999999999997\", \"condition_ratio\": null}, {\"V\": \"37.9\", \"condition_ratio\": null}, {\"V\": \"37.909999999999997\", \"condition_ratio\": null}, {\"V\": \"37.92\", \"condition_ratio\": null}, {\"V\": \"38.01\", \"condition_ratio\": null}, {\"V\": \"38.06\", \"condition_ratio\": null}, {\"V\": \"38.08\", \"condition_ratio\": null}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 6.93}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_4b7171693cb58aba/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_4b7171693cb58aba/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..a2535b4f8f0012064d33bd4e2d6608fd820c7b7c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_4b7171693cb58aba/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "n20", + "started_at": "2026-05-19T15:39:38.419742+00:00", + "ended_at": "2026-05-19T15:39:50.144376+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n20_4b7171693cb58aba", + "problem_id": "v2p_n20_7ea32bf32dad5c14", + "dataset_id": "n20", + "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=V, condition_col=PE.", + "bindings": { + "group_col": "V", + "condition_col": "PE", + "condition_value": "468.8", + "positive_value": "468.8", + "negative_value": "434.01", + "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": 66.54, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_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_a/n20/sql/v2q_n20_4b7171693cb58aba.sql", + "usage_summary": { + "dataset_id": "n20", + "model": "v2-cli:codex", + "run_id": "v2q_n20_4b7171693cb58aba", + "api_calls": 0, + "input_tokens": 13733, + "cached_input_tokens": 12672, + "output_tokens": 615, + "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": 11713.75, + "sql_execution_elapsed_ms_total": 6.93, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_4b7171693cb58aba/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_4b7171693cb58aba/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_4b7171693cb58aba/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8ebf263575622fc7638a67941b04ba18f0a089ef --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_4b7171693cb58aba/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:39:50.136011+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": 11713.75, "started_at": "2026-05-19T15:39:38.421431+00:00", "ended_at": "2026-05-19T15:39:50.135222+00:00", "prompt_metrics": {"chars": 5360, "bytes_utf8": 5360, "lines": 159, "estimated_tokens": null}, "response_metrics": {"chars": 714, "bytes_utf8": 714, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13733, "cached_input_tokens": 12672, "output_tokens": 615, "reasoning_output_tokens": 421}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH grouped AS (\\n SELECT \\\"V\\\",\\n SUM(CASE WHEN CAST(\\\"PE\\\" AS REAL) = 468.8 THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN CAST(\\\"PE\\\" AS REAL) = 434.01 THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"n20\\\"\\n GROUP BY \\\"V\\\"\\n)\\nSELECT \\\"V\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\",\"notes\":\"Uses the requested grouped ratio template with group_col=\\\"V\\\" and condition_col=\\\"PE\\\". \\\"PE\\\" is cast to REAL because the schema stores numeric values as TEXT; groups with zero matches for the denominator yield NULL ratios.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_4b7171693cb58aba/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_4b7171693cb58aba/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..a0b26e630d870c91d0d1e483aa317ede73af8d0b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_4b7171693cb58aba/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n20", + "model": "v2-cli:codex", + "run_id": "v2q_n20_4b7171693cb58aba", + "api_calls": 0, + "input_tokens": 13733, + "cached_input_tokens": 12672, + "output_tokens": 615, + "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": 11713.75, + "sql_execution_elapsed_ms_total": 6.93, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_4b7171693cb58aba/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_4be6095d264fcaac/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_4be6095d264fcaac/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..57890683de994cadd0fa6d92acd5c99c5ddcaf5c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_4be6095d264fcaac/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": "n20", + "model": "v2-cli:codex", + "run_id": "v2q_n20_4be6095d264fcaac", + "api_calls": 0, + "input_tokens": 13518, + "cached_input_tokens": 12032, + "output_tokens": 232, + "total_tokens": 13750, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 7766.76, + "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_a/n20/artifacts/v2q_n20_4be6095d264fcaac/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_4be6095d264fcaac/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_4be6095d264fcaac/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..253d42cf03bba1a6af08bae5fce42ef3f7428171 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_4be6095d264fcaac/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40da-9502-7dd3-ae3e-8e0f5f638798"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"V\\\", SUM(CAST(\\\"V\\\" AS REAL)) AS total_measure\\nFROM \\\"n20\\\"\\nGROUP BY \\\"V\\\"\\nORDER BY total_measure DESC;\",\"notes\":\"Used the provided grouped numeric sum template with group_col=\\\"V\\\" and measure_col=\\\"V\\\". Cast \\\"V\\\" to REAL because the SQLite schema stores numeric-looking values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13518,"cached_input_tokens":12032,"output_tokens":232,"reasoning_output_tokens":136}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_4be6095d264fcaac/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_4be6095d264fcaac/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_4ceed15f8064ccc8/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_4ceed15f8064ccc8/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..98981173117e5b2efad6c97014f8c637b2070525 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_4ceed15f8064ccc8/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "n20", + "started_at": "2026-05-19T16:06:20.014110+00:00", + "ended_at": "2026-05-19T16:06:27.157462+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n20_4ceed15f8064ccc8", + "problem_id": "v2p_n20_26f0d18da0e94f95", + "dataset_id": "n20", + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_mass_similarity", + "intended_facet_id": "tail_ranked_signal", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Thresholded Group Ranking to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=V, measure_col=RH.", + "bindings": { + "group_col": "V", + "measure_col": "RH", + "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": 84.83, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\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=135" + ], + "template_selection_mode": "rule", + "selected_template_rank": 12, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_4ceed15f8064ccc8/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_4ceed15f8064ccc8/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8c6e61ca374f149977f3f6409bda8ffd8edcfcc7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_4ceed15f8064ccc8/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:06:23.183233+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": 3167.06, "started_at": "2026-05-19T16:06:20.015393+00:00", "ended_at": "2026-05-19T16:06:23.182485+00:00", "prompt_metrics": {"chars": 4711, "bytes_utf8": 4711, "lines": 156, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40fc-f585-78e0-b650-1a6724797152\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:06:27.157294+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": 2971.79, "started_at": "2026-05-19T16:06:24.184059+00:00", "ended_at": "2026-05-19T16:06:27.155892+00:00", "prompt_metrics": {"chars": 4711, "bytes_utf8": 4711, "lines": 156, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40fd-05c2-7ad1-8531-c309fa5b3d7b\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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_a/n20/artifacts/v2q_n20_5039ab753437ac9c/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_5039ab753437ac9c/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..604cc1b4fa31c745c6a0698eefdd0b73341492e6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_5039ab753437ac9c/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=V, measure_col=AP. +Result preview: [{"V": 38.47, "V_item": 38.47, "total_measure": 6091.0599999999995, "share_within_group": 100.00000000000001}, {"V": 39.53, "V_item": 39.53, "total_measure": 7050.8099999999995, "share_within_group": 100.00000000000001}, {"V": 40.2, "V_item": 40.2, "total_measure": 11146.369999999999, "share_within_group": 100.00000000000001}, {"V": 40.56, "V_item": 40.56, "total_measure": 21432.92, "share_within_group": 100.00000000000001}, {"V": 41.44, "V_item": 41.44, "total_measure": 21335.01, "share_within_group": 100.00000000000001}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_5039ab753437ac9c/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_5039ab753437ac9c/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..38270d8b89ba28347782fff8a4d0dc3828880791 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_5039ab753437ac9c/generated_sql.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: n20 +-- 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_tpcds_within_group_share +-- query_record_id: v2q_n20_5039ab753437ac9c +-- problem_id: v2p_n20_caca40ad69429951 +-- realization_mode: agent +-- source_kind: agent +SELECT CAST("V" AS REAL) AS "V", + CAST("V" AS REAL) AS "V_item", + SUM(CAST("AP" AS REAL)) AS "total_measure", + SUM(CAST("AP" AS REAL)) * 100.0 / SUM(SUM(CAST("AP" AS REAL))) OVER (PARTITION BY CAST("V" AS REAL)) AS "share_within_group" +FROM "n20" +GROUP BY CAST("V" AS REAL), CAST("V" AS REAL) +ORDER BY "share_within_group" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_5039ab753437ac9c/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_5039ab753437ac9c/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4bb9c95a86662315318d97e6b19cdf6e609e9e5b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_5039ab753437ac9c/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_tpcds_within_group_share\nSELECT CAST(\"V\" AS REAL) AS \"V\",\n CAST(\"V\" AS REAL) AS \"V_item\",\n SUM(CAST(\"AP\" AS REAL)) AS \"total_measure\",\n SUM(CAST(\"AP\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"AP\" AS REAL))) OVER (PARTITION BY CAST(\"V\" AS REAL)) AS \"share_within_group\"\nFROM \"n20\"\nGROUP BY CAST(\"V\" AS REAL), CAST(\"V\" AS REAL)\nORDER BY \"share_within_group\" DESC;", "result": "{\"query\": \"-- template_id: tpl_tpcds_within_group_share\\nSELECT CAST(\\\"V\\\" AS REAL) AS \\\"V\\\",\\n CAST(\\\"V\\\" AS REAL) AS \\\"V_item\\\",\\n SUM(CAST(\\\"AP\\\" AS REAL)) AS \\\"total_measure\\\",\\n SUM(CAST(\\\"AP\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"AP\\\" AS REAL))) OVER (PARTITION BY CAST(\\\"V\\\" AS REAL)) AS \\\"share_within_group\\\"\\nFROM \\\"n20\\\"\\nGROUP BY CAST(\\\"V\\\" AS REAL), CAST(\\\"V\\\" AS REAL)\\nORDER BY \\\"share_within_group\\\" DESC;\", \"columns\": [\"V\", \"V_item\", \"total_measure\", \"share_within_group\"], \"rows\": [{\"V\": 38.47, \"V_item\": 38.47, \"total_measure\": 6091.0599999999995, \"share_within_group\": 100.00000000000001}, {\"V\": 39.53, \"V_item\": 39.53, \"total_measure\": 7050.8099999999995, \"share_within_group\": 100.00000000000001}, {\"V\": 40.2, \"V_item\": 40.2, \"total_measure\": 11146.369999999999, \"share_within_group\": 100.00000000000001}, {\"V\": 40.56, \"V_item\": 40.56, \"total_measure\": 21432.92, \"share_within_group\": 100.00000000000001}, {\"V\": 41.44, \"V_item\": 41.44, \"total_measure\": 21335.01, \"share_within_group\": 100.00000000000001}, {\"V\": 44.06, \"V_item\": 44.06, \"total_measure\": 21357.26, \"share_within_group\": 100.00000000000001}, {\"V\": 49.83, \"V_item\": 49.83, \"total_measure\": 22168.51, \"share_within_group\": 100.00000000000001}, {\"V\": 50.78, \"V_item\": 50.78, \"total_measure\": 22192.17, \"share_within_group\": 100.00000000000001}, {\"V\": 52.84, \"V_item\": 52.84, \"total_measure\": 24130.67, \"share_within_group\": 100.00000000000001}, {\"V\": 53.82, \"V_item\": 53.82, \"total_measure\": 24384.67, \"share_within_group\": 100.00000000000001}, {\"V\": 65.94, \"V_item\": 65.94, \"total_measure\": 21246.67, \"share_within_group\": 100.00000000000001}, {\"V\": 69.71, \"V_item\": 69.71, \"total_measure\": 22207.92, \"share_within_group\": 100.00000000000001}, {\"V\": 71.58, \"V_item\": 71.58, \"total_measure\": 22224.829999999998, \"share_within_group\": 100.00000000000001}, {\"V\": 25.36, \"V_item\": 25.36, \"total_measure\": 7063.25, \"share_within_group\": 100.0}, {\"V\": 25.88, \"V_item\": 25.88, \"total_measure\": 6055.96, \"share_within_group\": 100.0}, {\"V\": 34.03, \"V_item\": 34.03, \"total_measure\": 13242.7, \"share_within_group\": 100.0}, {\"V\": 34.69, \"V_item\": 34.69, \"total_measure\": 8218.94, \"share_within_group\": 100.0}, {\"V\": 35.19, \"V_item\": 35.19, \"total_measure\": 10188.34, \"share_within_group\": 100.0}, {\"V\": 35.4, \"V_item\": 35.4, \"total_measure\": 4064.96, \"share_within_group\": 100.0}, {\"V\": 35.47, \"V_item\": 35.47, \"total_measure\": 10172.25, \"share_within_group\": 100.0}, {\"V\": 35.57, \"V_item\": 35.57, \"total_measure\": 11288.25, \"share_within_group\": 100.0}, {\"V\": 35.71, \"V_item\": 35.71, \"total_measure\": 8124.57, \"share_within_group\": 100.0}, {\"V\": 35.76, \"V_item\": 35.76, \"total_measure\": 9175.06, \"share_within_group\": 100.0}, {\"V\": 35.77, \"V_item\": 35.77, \"total_measure\": 11189.39, \"share_within_group\": 100.0}, {\"V\": 35.85, \"V_item\": 35.85, \"total_measure\": 1021.99, \"share_within_group\": 100.0}, {\"V\": 36.08, \"V_item\": 36.08, \"total_measure\": 10211.06, \"share_within_group\": 100.0}, {\"V\": 36.18, \"V_item\": 36.18, \"total_measure\": 9146.72, \"share_within_group\": 100.0}, {\"V\": 36.24, \"V_item\": 36.24, \"total_measure\": 10133.15, \"share_within_group\": 100.0}, {\"V\": 36.25, \"V_item\": 36.25, \"total_measure\": 10289.59, \"share_within_group\": 100.0}, {\"V\": 36.3, \"V_item\": 36.3, \"total_measure\": 17359.93, \"share_within_group\": 100.0}, {\"V\": 36.43, \"V_item\": 36.43, \"total_measure\": 1023.42, \"share_within_group\": 100.0}, {\"V\": 36.54, \"V_item\": 36.54, \"total_measure\": 1007.93, \"share_within_group\": 100.0}, {\"V\": 36.66, \"V_item\": 36.66, \"total_measure\": 10268.08, \"share_within_group\": 100.0}, {\"V\": 36.71, \"V_item\": 36.71, \"total_measure\": 22406.39, \"share_within_group\": 100.0}, {\"V\": 36.99, \"V_item\": 36.99, \"total_measure\": 9063.06, \"share_within_group\": 100.0}, {\"V\": 37.14, \"V_item\": 37.14, \"total_measure\": 9117.289999999999, \"share_within_group\": 100.0}, {\"V\": 37.2, \"V_item\": 37.2, \"total_measure\": 8100.96, \"share_within_group\": 100.0}, {\"V\": 37.36, \"V_item\": 37.36, \"total_measure\": 3045.36, \"share_within_group\": 100.0}, {\"V\": 37.49, \"V_item\": 37.49, \"total_measure\": 11110.49, \"share_within_group\": 100.0}, {\"V\": 37.5, \"V_item\": 37.5, \"total_measure\": 21243.43, \"share_within_group\": 100.0}, {\"V\": 37.64, \"V_item\": 37.64, \"total_measure\": 6091.59, \"share_within_group\": 100.0}, {\"V\": 37.73, \"V_item\": 37.73, \"total_measure\": 9200.08, \"share_within_group\": 100.0}, {\"V\": 37.8, \"V_item\": 37.8, \"total_measure\": 8168.63, \"share_within_group\": 100.0}, {\"V\": 37.83, \"V_item\": 37.83, \"total_measure\": 8046.13, \"share_within_group\": 100.0}, {\"V\": 37.85, \"V_item\": 37.85, \"total_measure\": 8083.05, \"share_within_group\": 100.0}, {\"V\": 37.86, \"V_item\": 37.86, \"total_measure\": 1022.44, \"share_within_group\": 100.0}, {\"V\": 37.87, \"V_item\": 37.87, \"total_measure\": 7147.5, \"share_within_group\": 100.0}, {\"V\": 37.9, \"V_item\": 37.9, \"total_measure\": 997.41, \"share_within_group\": 100.0}, {\"V\": 37.91, \"V_item\": 37.91, \"total_measure\": 1018.09, \"share_within_group\": 100.0}, {\"V\": 37.92, \"V_item\": 37.92, \"total_measure\": 9078.33, \"share_within_group\": 100.0}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 11.52}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_5039ab753437ac9c/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_5039ab753437ac9c/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..3471a6c8f1c13c686dd9eddf1267477dd61007ec --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_5039ab753437ac9c/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "n20", + "started_at": "2026-05-19T15:36:44.431209+00:00", + "ended_at": "2026-05-19T15:36:59.264399+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n20_5039ab753437ac9c", + "problem_id": "v2p_n20_caca40ad69429951", + "dataset_id": "n20", + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=V, measure_col=AP.", + "bindings": { + "group_col": "V", + "measure_col": "AP", + "item_col": "V", + "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": 1015.48, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "item_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=rule", + "problem_index_within_template=7", + "sql_variant_index=2/2", + "binding_index=30" + ], + "template_selection_mode": "rule", + "selected_template_rank": 3, + "problem_index_within_template": 7, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/sql/v2q_n20_5039ab753437ac9c.sql", + "usage_summary": { + "dataset_id": "n20", + "model": "v2-cli:codex", + "run_id": "v2q_n20_5039ab753437ac9c", + "api_calls": 0, + "input_tokens": 13636, + "cached_input_tokens": 12032, + "output_tokens": 733, + "total_tokens": 14369, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14817.97, + "sql_execution_elapsed_ms_total": 11.52, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_5039ab753437ac9c/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_5039ab753437ac9c/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_5039ab753437ac9c/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c2be90744ec10ab45435fd9f42d31a29f0c59db1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_5039ab753437ac9c/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:36:59.250866+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": 14817.97, "started_at": "2026-05-19T15:36:44.432090+00:00", "ended_at": "2026-05-19T15:36:59.250092+00:00", "prompt_metrics": {"chars": 4944, "bytes_utf8": 4944, "lines": 158, "estimated_tokens": null}, "response_metrics": {"chars": 746, "bytes_utf8": 746, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13636, "cached_input_tokens": 12032, "output_tokens": 733, "reasoning_output_tokens": 516}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT CAST(\\\"V\\\" AS REAL) AS \\\"V\\\",\\n CAST(\\\"V\\\" AS REAL) AS \\\"V_item\\\",\\n SUM(CAST(\\\"AP\\\" AS REAL)) AS \\\"total_measure\\\",\\n SUM(CAST(\\\"AP\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"AP\\\" AS REAL))) OVER (PARTITION BY CAST(\\\"V\\\" AS REAL)) AS \\\"share_within_group\\\"\\nFROM \\\"n20\\\"\\nGROUP BY CAST(\\\"V\\\" AS REAL), CAST(\\\"V\\\" AS REAL)\\nORDER BY \\\"share_within_group\\\" DESC;\",\"notes\":\"Applied the required template with group_col=\\\"V\\\", item_col=\\\"V\\\", and measure_col=\\\"AP\\\". CAST(... AS REAL) is used because the schema stores numeric fields as TEXT. Since item_col equals group_col, each group contains only itself, so share_within_group will evaluate to 100.0 for each distinct V.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_5039ab753437ac9c/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_5039ab753437ac9c/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..17c71e848682238853e5e5009a296ebc51d7304a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_5039ab753437ac9c/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n20", + "model": "v2-cli:codex", + "run_id": "v2q_n20_5039ab753437ac9c", + "api_calls": 0, + "input_tokens": 13636, + "cached_input_tokens": 12032, + "output_tokens": 733, + "total_tokens": 14369, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14817.97, + "sql_execution_elapsed_ms_total": 11.52, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_5039ab753437ac9c/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_503e76fe18c5b1d3/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_503e76fe18c5b1d3/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..01ef14fe4ca54a21678546cc8dcb373fc1565978 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_503e76fe18c5b1d3/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=V, measure_col=AT. +Result preview: [{"V": "44.3", "AT": "21.24", "total_measure": 21.24, "share_within_group": 100.00000000000001}, {"V": "35.85", "AT": "14.43", "total_measure": 14.43, "share_within_group": 100.0}, {"V": "36.43", "AT": "11.87", "total_measure": 11.87, "share_within_group": 100.0}, {"V": "36.54", "AT": "9.4700000000000006", "total_measure": 9.47, "share_within_group": 100.0}, {"V": "37.86", "AT": "14.57", "total_measure": 14.57, "share_within_group": 100.0}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_503e76fe18c5b1d3/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_503e76fe18c5b1d3/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..73bdd2417eec4e791d527ad1f3acc45624668a16 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_503e76fe18c5b1d3/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: n20 +-- 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_tpcds_within_group_share +-- query_record_id: v2q_n20_503e76fe18c5b1d3 +-- problem_id: v2p_n20_6cdbe7cbe3e7571f +-- realization_mode: agent +-- source_kind: agent +SELECT + "V", + "AT", + SUM(CAST("AT" AS REAL)) AS "total_measure", + SUM(CAST("AT" AS REAL)) * 100.0 / SUM(SUM(CAST("AT" AS REAL))) OVER (PARTITION BY "V") AS "share_within_group" +FROM "n20" +GROUP BY "V", "AT" +ORDER BY "share_within_group" DESC +LIMIT 14; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_503e76fe18c5b1d3/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_503e76fe18c5b1d3/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..405aa8bec7bb78b07b806816b52bd7eec2786b24 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_503e76fe18c5b1d3/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_tpcds_within_group_share\nSELECT\n \"V\",\n \"AT\",\n SUM(CAST(\"AT\" AS REAL)) AS \"total_measure\",\n SUM(CAST(\"AT\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"AT\" AS REAL))) OVER (PARTITION BY \"V\") AS \"share_within_group\"\nFROM \"n20\"\nGROUP BY \"V\", \"AT\"\nORDER BY \"share_within_group\" DESC\nLIMIT 14;", "result": "{\"query\": \"-- template_id: tpl_tpcds_within_group_share\\nSELECT\\n \\\"V\\\",\\n \\\"AT\\\",\\n SUM(CAST(\\\"AT\\\" AS REAL)) AS \\\"total_measure\\\",\\n SUM(CAST(\\\"AT\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"AT\\\" AS REAL))) OVER (PARTITION BY \\\"V\\\") AS \\\"share_within_group\\\"\\nFROM \\\"n20\\\"\\nGROUP BY \\\"V\\\", \\\"AT\\\"\\nORDER BY \\\"share_within_group\\\" DESC\\nLIMIT 14;\", \"columns\": [\"V\", \"AT\", \"total_measure\", \"share_within_group\"], \"rows\": [{\"V\": \"44.3\", \"AT\": \"21.24\", \"total_measure\": 21.24, \"share_within_group\": 100.00000000000001}, {\"V\": \"35.85\", \"AT\": \"14.43\", \"total_measure\": 14.43, \"share_within_group\": 100.0}, {\"V\": \"36.43\", \"AT\": \"11.87\", \"total_measure\": 11.87, \"share_within_group\": 100.0}, {\"V\": \"36.54\", \"AT\": \"9.4700000000000006\", \"total_measure\": 9.47, \"share_within_group\": 100.0}, {\"V\": \"37.86\", \"AT\": \"14.57\", \"total_measure\": 14.57, \"share_within_group\": 100.0}, {\"V\": \"37.9\", \"AT\": \"13.3\", \"total_measure\": 13.3, \"share_within_group\": 100.0}, {\"V\": \"37.909999999999997\", \"AT\": \"13.18\", \"total_measure\": 13.18, \"share_within_group\": 100.0}, {\"V\": \"38.92\", \"AT\": \"14.48\", \"total_measure\": 14.48, \"share_within_group\": 100.0}, {\"V\": \"39.08\", \"AT\": \"17.68\", \"total_measure\": 17.68, \"share_within_group\": 100.0}, {\"V\": \"40.33\", \"AT\": \"20.13\", \"total_measure\": 20.13, \"share_within_group\": 100.0}, {\"V\": \"41.43\", \"AT\": \"15.19\", \"total_measure\": 15.19, \"share_within_group\": 100.0}, {\"V\": \"44.37\", \"AT\": \"32.450000000000003\", \"total_measure\": 32.45, \"share_within_group\": 100.0}, {\"V\": \"45.76\", \"AT\": \"16.2\", \"total_measure\": 16.2, \"share_within_group\": 100.0}, {\"V\": \"45.78\", \"AT\": \"13.78\", \"total_measure\": 13.78, \"share_within_group\": 100.0}], \"row_count_returned\": 14, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 53.51}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_503e76fe18c5b1d3/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_503e76fe18c5b1d3/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..54e3333d892eafbe2e350feeba7afd1aaf106e10 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_503e76fe18c5b1d3/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "n20", + "started_at": "2026-05-19T15:33:18.991222+00:00", + "ended_at": "2026-05-19T15:33:37.053010+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n20_503e76fe18c5b1d3", + "problem_id": "v2p_n20_6cdbe7cbe3e7571f", + "dataset_id": "n20", + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=V, measure_col=AT.", + "bindings": { + "group_col": "V", + "measure_col": "AT", + "item_col": "AT", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 25.72, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "item_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=rule", + "problem_index_within_template=1", + "sql_variant_index=1/2", + "binding_index=24" + ], + "template_selection_mode": "rule", + "selected_template_rank": 3, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/sql/v2q_n20_503e76fe18c5b1d3.sql", + "usage_summary": { + "dataset_id": "n20", + "model": "v2-cli:codex", + "run_id": "v2q_n20_503e76fe18c5b1d3", + "api_calls": 0, + "input_tokens": 13636, + "cached_input_tokens": 12672, + "output_tokens": 692, + "total_tokens": 14328, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 18002.44, + "sql_execution_elapsed_ms_total": 53.51, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_503e76fe18c5b1d3/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_503e76fe18c5b1d3/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_503e76fe18c5b1d3/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f4d28de7deba3dd5a01377e291beb14a09a7a442 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_503e76fe18c5b1d3/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:33:36.997333+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": 18002.44, "started_at": "2026-05-19T15:33:18.993314+00:00", "ended_at": "2026-05-19T15:33:36.995794+00:00", "prompt_metrics": {"chars": 4946, "bytes_utf8": 4946, "lines": 158, "estimated_tokens": null}, "response_metrics": {"chars": 575, "bytes_utf8": 575, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13636, "cached_input_tokens": 12672, "output_tokens": 692, "reasoning_output_tokens": 516}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT\\n \\\"V\\\",\\n \\\"AT\\\",\\n SUM(CAST(\\\"AT\\\" AS REAL)) AS \\\"total_measure\\\",\\n SUM(CAST(\\\"AT\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"AT\\\" AS REAL))) OVER (PARTITION BY \\\"V\\\") AS \\\"share_within_group\\\"\\nFROM \\\"n20\\\"\\nGROUP BY \\\"V\\\", \\\"AT\\\"\\nORDER BY \\\"share_within_group\\\" DESC\\nLIMIT 14;\",\"notes\":\"Used the planned template with fixed bindings group_col=\\\"V\\\", item_col=\\\"AT\\\", and measure_col=\\\"AT\\\". Cast \\\"AT\\\" to REAL because the schema stores numeric values as TEXT. Added LIMIT 14 from the provided top_k binding.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_503e76fe18c5b1d3/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_503e76fe18c5b1d3/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..386672f649edc46aaf1d3e6f46c601e144fbb006 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_503e76fe18c5b1d3/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n20", + "model": "v2-cli:codex", + "run_id": "v2q_n20_503e76fe18c5b1d3", + "api_calls": 0, + "input_tokens": 13636, + "cached_input_tokens": 12672, + "output_tokens": 692, + "total_tokens": 14328, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 18002.44, + "sql_execution_elapsed_ms_total": 53.51, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_503e76fe18c5b1d3/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_50919770aa3a9bc2/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_50919770aa3a9bc2/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4493725af1bef714547cb7017ba5708d49d68413 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_50919770aa3a9bc2/cli/conversation.jsonl @@ -0,0 +1,4 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 4495, "bytes_utf8": 4495, "lines": 154, "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": 4495, "bytes_utf8": 4495, "lines": 154, "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": 298, "bytes_utf8": 298, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13510, "cached_input_tokens": 12032, "output_tokens": 300, "reasoning_output_tokens": 213}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_50919770aa3a9bc2/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_50919770aa3a9bc2/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..8ce0440bbbb13dbe50400a41fb956b460cdb98d7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_50919770aa3a9bc2/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": "n20", + "model": "v2-cli:codex", + "run_id": "v2q_n20_50919770aa3a9bc2", + "api_calls": 0, + "input_tokens": 13510, + "cached_input_tokens": 12032, + "output_tokens": 300, + "total_tokens": 13810, + "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": 10918.9, + "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_a/n20/artifacts/v2q_n20_50919770aa3a9bc2/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_50919770aa3a9bc2/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_50919770aa3a9bc2/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..859400d2e80f64843dd67921e831d75e42fd8603 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_50919770aa3a9bc2/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:03:09.057139+00:00", + "ended_at": "2026-05-19T16:03:11.976127+00:00", + "elapsed_ms": 2918.96, + "returncode": 1, + "prompt_metrics": { + "chars": 4495, + "bytes_utf8": 4495, + "lines": 154, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_50919770aa3a9bc2/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_50919770aa3a9bc2/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..b10de045311b6299e9f3da9135fef7c42f78eaf3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_50919770aa3a9bc2/cli/sql_attempt_2.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:03:12.978514+00:00", + "ended_at": "2026-05-19T16:03:20.978510+00:00", + "elapsed_ms": 7999.94, + "prompt_metrics": { + "chars": 4495, + "bytes_utf8": 4495, + "lines": 154, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 638, + "bytes_utf8": 638, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 298, + "bytes_utf8": 298, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13510, + "cached_input_tokens": 12032, + "output_tokens": 300, + "reasoning_output_tokens": 213 + } + }, + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_50919770aa3a9bc2/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_50919770aa3a9bc2/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3d94edc640e35773d807ae21a084e455add4f898 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_50919770aa3a9bc2/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,154 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n20 +- dataset_name: Combined Cycle Power Plant +- table_name: n20 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 4 feature columns and target `PE`. +- task_type: regression +- target_column: PE +- main_row_count: 9568 +- important_fields: +- AT: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for AT. +- V: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'subgroup_candidate'] desc=Numeric field for V. +- AP: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for AP. +- RH: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for RH. +- PE: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for PE. +- useful_field_combinations: [['V', 'AT', 'PE'], ['AT', 'V', 'PE']] +- fields_requiring_caution: ['PE', 'AT', 'V', 'AP'] +- source_url: https://archive.ics.uci.edu/dataset/294/combined+cycle+power+plant + +SQLite schema snapshot: +{ + "table_name": "n20", + "quoted_table_name": "\"n20\"", + "row_count": 9568, + "columns": [ + { + "name": "AT", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "AP", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PE", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "AT": "14.96", + "V": "41.76", + "AP": "1024.07", + "RH": "73.17", + "PE": "463.26" + }, + { + "AT": "25.18", + "V": "62.96", + "AP": "1020.04", + "RH": "59.08", + "PE": "444.37" + }, + { + "AT": "5.1100000000000003", + "V": "39.4", + "AP": "1012.16", + "RH": "92.14", + "PE": "488.56" + }, + { + "AT": "20.86", + "V": "57.32", + "AP": "1010.24", + "RH": "76.64", + "PE": "446.48" + }, + { + "AT": "10.82", + "V": "37.5", + "AP": "1009.23", + "RH": "96.62", + "PE": "473.9" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_threshold_rarity_cdf", + "template_name": "Threshold Rarity CDF", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n20", + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=AP.", + "planned_template_id": "tpl_threshold_rarity_cdf", + "bindings": { + "measure_col": "AP", + "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": 1017.26, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_50919770aa3a9bc2/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_50919770aa3a9bc2/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..3d94edc640e35773d807ae21a084e455add4f898 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_50919770aa3a9bc2/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,154 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n20 +- dataset_name: Combined Cycle Power Plant +- table_name: n20 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 4 feature columns and target `PE`. +- task_type: regression +- target_column: PE +- main_row_count: 9568 +- important_fields: +- AT: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for AT. +- V: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'subgroup_candidate'] desc=Numeric field for V. +- AP: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for AP. +- RH: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for RH. +- PE: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for PE. +- useful_field_combinations: [['V', 'AT', 'PE'], ['AT', 'V', 'PE']] +- fields_requiring_caution: ['PE', 'AT', 'V', 'AP'] +- source_url: https://archive.ics.uci.edu/dataset/294/combined+cycle+power+plant + +SQLite schema snapshot: +{ + "table_name": "n20", + "quoted_table_name": "\"n20\"", + "row_count": 9568, + "columns": [ + { + "name": "AT", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "AP", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PE", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "AT": "14.96", + "V": "41.76", + "AP": "1024.07", + "RH": "73.17", + "PE": "463.26" + }, + { + "AT": "25.18", + "V": "62.96", + "AP": "1020.04", + "RH": "59.08", + "PE": "444.37" + }, + { + "AT": "5.1100000000000003", + "V": "39.4", + "AP": "1012.16", + "RH": "92.14", + "PE": "488.56" + }, + { + "AT": "20.86", + "V": "57.32", + "AP": "1010.24", + "RH": "76.64", + "PE": "446.48" + }, + { + "AT": "10.82", + "V": "37.5", + "AP": "1009.23", + "RH": "96.62", + "PE": "473.9" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_threshold_rarity_cdf", + "template_name": "Threshold Rarity CDF", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n20", + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=AP.", + "planned_template_id": "tpl_threshold_rarity_cdf", + "bindings": { + "measure_col": "AP", + "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": 1017.26, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_50919770aa3a9bc2/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_50919770aa3a9bc2/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..3423ff7a509bf797df41d40ff1255d7832a6dd99 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_50919770aa3a9bc2/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fa-0b78-7893-b08e-7bad9c86c241"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_50919770aa3a9bc2/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_50919770aa3a9bc2/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..430a81caa48cf5a895da7d58a20b3ae19baa1829 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_50919770aa3a9bc2/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fa-0b78-7893-b08e-7bad9c86c241"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_50919770aa3a9bc2/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_50919770aa3a9bc2/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..57ab182f64681a500843ea3356530d4ab954c34d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_50919770aa3a9bc2/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fa-1ae7-7000-912e-ee5f8a07c1cf"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_threshold_rarity_cdf\\nSELECT AVG(CASE WHEN CAST(\\\"AP\\\" AS REAL) <= 1017.26 THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\\nFROM \\\"n20\\\";\",\"notes\":\"Uses the planned Threshold Rarity CDF template on \\\"AP\\\", casting TEXT values to REAL for numeric comparison in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13510,"cached_input_tokens":12032,"output_tokens":300,"reasoning_output_tokens":213}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_50919770aa3a9bc2/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_50919770aa3a9bc2/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..0e6cb7572ce593a378763d43287824910685ac78 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_50919770aa3a9bc2/cli/sql_response_attempt_2.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_threshold_rarity_cdf\nSELECT AVG(CASE WHEN CAST(\"AP\" AS REAL) <= 1017.26 THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM \"n20\";","notes":"Uses the planned Threshold Rarity CDF template on \"AP\", casting TEXT values to REAL for numeric comparison in SQLite."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_50919770aa3a9bc2/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_50919770aa3a9bc2/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_50919770aa3a9bc2/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_50919770aa3a9bc2/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_52a590ea0c9d4d8c/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_52a590ea0c9d4d8c/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..20efcda692267daaa48d580388dd5ce757f610c3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_52a590ea0c9d4d8c/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=V, measure_col=V. +Result preview: [{"V": 35.85, "AT": 14.43, "total_measure": 35.85, "share_within_group": 100.0}, {"V": 36.43, "AT": 11.87, "total_measure": 36.43, "share_within_group": 100.0}, {"V": 36.54, "AT": 9.47, "total_measure": 36.54, "share_within_group": 100.0}, {"V": 37.86, "AT": 14.57, "total_measure": 37.86, "share_within_group": 100.0}, {"V": 37.9, "AT": 13.3, "total_measure": 37.9, "share_within_group": 100.0}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_52a590ea0c9d4d8c/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_52a590ea0c9d4d8c/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..aa9a63091ac996de916984740734de57db907838 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_52a590ea0c9d4d8c/generated_sql.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: n20 +-- 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_tpcds_within_group_share +-- query_record_id: v2q_n20_52a590ea0c9d4d8c +-- problem_id: v2p_n20_fe032af909c6572d +-- realization_mode: agent +-- source_kind: agent +SELECT CAST("V" AS REAL) AS "V", + CAST("AT" AS REAL) AS "AT", + SUM(CAST("V" AS REAL)) AS total_measure, + SUM(CAST("V" AS REAL)) * 100.0 / SUM(SUM(CAST("V" AS REAL))) OVER (PARTITION BY CAST("V" AS REAL)) AS share_within_group +FROM "n20" +GROUP BY CAST("V" AS REAL), CAST("AT" AS REAL) +ORDER BY share_within_group DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_52a590ea0c9d4d8c/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_52a590ea0c9d4d8c/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5938ed7f7bdd8022af0ca480a8e6477595ae4b66 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_52a590ea0c9d4d8c/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_tpcds_within_group_share\nSELECT CAST(\"V\" AS REAL) AS \"V\",\n CAST(\"AT\" AS REAL) AS \"AT\",\n SUM(CAST(\"V\" AS REAL)) AS total_measure,\n SUM(CAST(\"V\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"V\" AS REAL))) OVER (PARTITION BY CAST(\"V\" AS REAL)) AS share_within_group\nFROM \"n20\"\nGROUP BY CAST(\"V\" AS REAL), CAST(\"AT\" AS REAL)\nORDER BY share_within_group DESC;", "result": "{\"query\": \"-- template_id: tpl_tpcds_within_group_share\\nSELECT CAST(\\\"V\\\" AS REAL) AS \\\"V\\\",\\n CAST(\\\"AT\\\" AS REAL) AS \\\"AT\\\",\\n SUM(CAST(\\\"V\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"V\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"V\\\" AS REAL))) OVER (PARTITION BY CAST(\\\"V\\\" AS REAL)) AS share_within_group\\nFROM \\\"n20\\\"\\nGROUP BY CAST(\\\"V\\\" AS REAL), CAST(\\\"AT\\\" AS REAL)\\nORDER BY share_within_group DESC;\", \"columns\": [\"V\", \"AT\", \"total_measure\", \"share_within_group\"], \"rows\": [{\"V\": 35.85, \"AT\": 14.43, \"total_measure\": 35.85, \"share_within_group\": 100.0}, {\"V\": 36.43, \"AT\": 11.87, \"total_measure\": 36.43, \"share_within_group\": 100.0}, {\"V\": 36.54, \"AT\": 9.47, \"total_measure\": 36.54, \"share_within_group\": 100.0}, {\"V\": 37.86, \"AT\": 14.57, \"total_measure\": 37.86, \"share_within_group\": 100.0}, {\"V\": 37.9, \"AT\": 13.3, \"total_measure\": 37.9, \"share_within_group\": 100.0}, {\"V\": 37.91, \"AT\": 13.18, \"total_measure\": 37.91, \"share_within_group\": 100.0}, {\"V\": 38.92, \"AT\": 14.48, \"total_measure\": 38.92, \"share_within_group\": 100.0}, {\"V\": 39.08, \"AT\": 17.68, \"total_measure\": 39.08, \"share_within_group\": 100.0}, {\"V\": 40.33, \"AT\": 20.13, \"total_measure\": 40.33, \"share_within_group\": 100.0}, {\"V\": 41.43, \"AT\": 15.19, \"total_measure\": 41.43, \"share_within_group\": 100.0}, {\"V\": 44.3, \"AT\": 21.24, \"total_measure\": 44.3, \"share_within_group\": 100.0}, {\"V\": 44.37, \"AT\": 32.45, \"total_measure\": 44.37, \"share_within_group\": 100.0}, {\"V\": 45.76, \"AT\": 16.2, \"total_measure\": 45.76, \"share_within_group\": 100.0}, {\"V\": 45.78, \"AT\": 13.78, \"total_measure\": 45.78, \"share_within_group\": 100.0}, {\"V\": 46.9, \"AT\": 14.91, \"total_measure\": 46.9, \"share_within_group\": 100.0}, {\"V\": 50.39, \"AT\": 23.87, \"total_measure\": 50.39, \"share_within_group\": 100.0}, {\"V\": 53.3, \"AT\": 30.63, \"total_measure\": 53.3, \"share_within_group\": 100.0}, {\"V\": 53.53, \"AT\": 31.99, \"total_measure\": 53.53, \"share_within_group\": 100.0}, {\"V\": 54.89, \"AT\": 28.88, \"total_measure\": 54.89, \"share_within_group\": 100.0}, {\"V\": 55.28, \"AT\": 18.38, \"total_measure\": 55.28, \"share_within_group\": 100.0}, {\"V\": 55.68, \"AT\": 29.16, \"total_measure\": 55.68, \"share_within_group\": 100.0}, {\"V\": 56.24, \"AT\": 30.44, \"total_measure\": 56.24, \"share_within_group\": 100.0}, {\"V\": 56.51, \"AT\": 19.09, \"total_measure\": 56.51, \"share_within_group\": 100.0}, {\"V\": 56.86, \"AT\": 28.81, \"total_measure\": 56.86, \"share_within_group\": 100.0}, {\"V\": 57.35, \"AT\": 29.7, \"total_measure\": 57.35, \"share_within_group\": 100.0}, {\"V\": 57.55, \"AT\": 28.75, \"total_measure\": 57.55, \"share_within_group\": 100.0}, {\"V\": 57.82, \"AT\": 28.52, \"total_measure\": 57.82, \"share_within_group\": 100.0}, {\"V\": 60.06, \"AT\": 26.33, \"total_measure\": 60.06, \"share_within_group\": 100.0}, {\"V\": 61.85, \"AT\": 29.85, \"total_measure\": 61.85, \"share_within_group\": 100.0}, {\"V\": 62.34, \"AT\": 30.01, \"total_measure\": 62.34, \"share_within_group\": 100.0}, {\"V\": 64.09, \"AT\": 28.07, \"total_measure\": 64.09, \"share_within_group\": 100.0}, {\"V\": 64.34, \"AT\": 27.45, \"total_measure\": 64.34, \"share_within_group\": 100.0}, {\"V\": 65.75, \"AT\": 24.87, \"total_measure\": 65.75, \"share_within_group\": 100.0}, {\"V\": 66.85, \"AT\": 29.27, \"total_measure\": 66.85, \"share_within_group\": 100.0}, {\"V\": 67.98, \"AT\": 27.01, \"total_measure\": 67.98, \"share_within_group\": 100.0}, {\"V\": 68.37, \"AT\": 24.85, \"total_measure\": 68.37, \"share_within_group\": 100.0}, {\"V\": 70.09, \"AT\": 24.85, \"total_measure\": 70.09, \"share_within_group\": 100.0}, {\"V\": 73.11, \"AT\": 22.89, \"total_measure\": 73.11, \"share_within_group\": 100.0}, {\"V\": 73.46, \"AT\": 24.07, \"total_measure\": 73.46, \"share_within_group\": 100.0}, {\"V\": 76.16, \"AT\": 24.95, \"total_measure\": 76.16, \"share_within_group\": 100.0}, {\"V\": 78.11, \"AT\": 21.16, \"total_measure\": 78.11, \"share_within_group\": 100.0}, {\"V\": 80.25, \"AT\": 22.89, \"total_measure\": 80.25, \"share_within_group\": 100.0}, {\"V\": 81.56, \"AT\": 21.37, \"total_measure\": 81.56, \"share_within_group\": 100.0}, {\"V\": 44.66, \"AT\": 14.42, \"total_measure\": 44.66, \"share_within_group\": 50.00000000000001}, {\"V\": 44.66, \"AT\": 14.47, \"total_measure\": 44.66, \"share_within_group\": 50.00000000000001}, {\"V\": 38.53, \"AT\": 12.88, \"total_measure\": 38.53, \"share_within_group\": 50.0}, {\"V\": 38.53, \"AT\": 13.67, \"total_measure\": 38.53, \"share_within_group\": 50.0}, {\"V\": 39.1, \"AT\": 11.46, \"total_measure\": 39.1, \"share_within_group\": 50.0}, {\"V\": 39.1, \"AT\": 11.6, \"total_measure\": 39.1, \"share_within_group\": 50.0}, {\"V\": 42.67, \"AT\": 23.19, \"total_measure\": 42.67, \"share_within_group\": 50.0}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 61.92}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_52a590ea0c9d4d8c/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_52a590ea0c9d4d8c/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..e8d79dea702ce0ff309b2edbc1bdcbae924c4892 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_52a590ea0c9d4d8c/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "n20", + "started_at": "2026-05-19T15:36:00.223081+00:00", + "ended_at": "2026-05-19T15:36:15.297187+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n20_52a590ea0c9d4d8c", + "problem_id": "v2p_n20_fe032af909c6572d", + "dataset_id": "n20", + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=V, measure_col=V.", + "bindings": { + "group_col": "V", + "measure_col": "V", + "item_col": "AT", + "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": 66.54, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "item_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=rule", + "problem_index_within_template=6", + "sql_variant_index=1/2", + "binding_index=29" + ], + "template_selection_mode": "rule", + "selected_template_rank": 3, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/sql/v2q_n20_52a590ea0c9d4d8c.sql", + "usage_summary": { + "dataset_id": "n20", + "model": "v2-cli:codex", + "run_id": "v2q_n20_52a590ea0c9d4d8c", + "api_calls": 0, + "input_tokens": 13635, + "cached_input_tokens": 12672, + "output_tokens": 702, + "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": 15007.75, + "sql_execution_elapsed_ms_total": 61.92, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_52a590ea0c9d4d8c/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_52a590ea0c9d4d8c/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_52a590ea0c9d4d8c/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d069763a028a3913f7133e57bbd0e01aa7e37c78 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_52a590ea0c9d4d8c/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:36:15.233224+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": 15007.75, "started_at": "2026-05-19T15:36:00.224155+00:00", "ended_at": "2026-05-19T15:36:15.231942+00:00", "prompt_metrics": {"chars": 4939, "bytes_utf8": 4939, "lines": 158, "estimated_tokens": null}, "response_metrics": {"chars": 607, "bytes_utf8": 607, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13635, "cached_input_tokens": 12672, "output_tokens": 702, "reasoning_output_tokens": 516}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT CAST(\\\"V\\\" AS REAL) AS \\\"V\\\",\\n CAST(\\\"AT\\\" AS REAL) AS \\\"AT\\\",\\n SUM(CAST(\\\"V\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"V\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"V\\\" AS REAL))) OVER (PARTITION BY CAST(\\\"V\\\" AS REAL)) AS share_within_group\\nFROM \\\"n20\\\"\\nGROUP BY CAST(\\\"V\\\" AS REAL), CAST(\\\"AT\\\" AS REAL)\\nORDER BY share_within_group DESC;\",\"notes\":\"Applied the planned template with group_col=\\\"V\\\", item_col=\\\"AT\\\", and measure_col=\\\"V\\\". Cast \\\"V\\\" and \\\"AT\\\" to REAL because the SQLite schema stores numeric fields as TEXT.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_52a590ea0c9d4d8c/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_52a590ea0c9d4d8c/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..e3886fae128248275065808dcd2364f3e79bdfb8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_52a590ea0c9d4d8c/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n20", + "model": "v2-cli:codex", + "run_id": "v2q_n20_52a590ea0c9d4d8c", + "api_calls": 0, + "input_tokens": 13635, + "cached_input_tokens": 12672, + "output_tokens": 702, + "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": 15007.75, + "sql_execution_elapsed_ms_total": 61.92, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_52a590ea0c9d4d8c/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_536f842fa26f55b5/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_536f842fa26f55b5/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..cf97cdc85ec4863c14da57c67a6023fbef81953f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_536f842fa26f55b5/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=V, measure_col=AP. +Result preview: [{"group_col": "38.47", "item_col": "38.47", "total_measure": 6091.0599999999995, "share_within_group": 100.00000000000001}, {"group_col": "39.53", "item_col": "39.53", "total_measure": 7050.8099999999995, "share_within_group": 100.00000000000001}, {"group_col": "40.200000000000003", "item_col": "40.200000000000003", "total_measure": 11146.369999999999, "share_within_group": 100.00000000000001}, {"group_col": "40.56", "item_col": "40.56", "total_measure": 21432.92, "share_within_group": 100.00000000000001}, {"group_col": "41.44", "item_col": "41.44", "total_measure": 21335.01, "share_within_group": 100.00000000000001}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_536f842fa26f55b5/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_536f842fa26f55b5/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..11f37001e4922a1274f9984d57792a9203c6d302 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_536f842fa26f55b5/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: n20 +-- 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_tpcds_within_group_share +-- query_record_id: v2q_n20_536f842fa26f55b5 +-- problem_id: v2p_n20_53627db984147220 +-- realization_mode: agent +-- source_kind: agent +SELECT + "V" AS "group_col", + "V" AS "item_col", + SUM(CAST("AP" AS REAL)) AS total_measure, + SUM(CAST("AP" AS REAL)) * 100.0 / SUM(SUM(CAST("AP" AS REAL))) OVER (PARTITION BY "V") AS share_within_group +FROM "n20" +GROUP BY "V", "V" +ORDER BY share_within_group DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_536f842fa26f55b5/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_536f842fa26f55b5/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ce96dc34bb4b5cdedb8d4224941eadd10288a29d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_536f842fa26f55b5/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_tpcds_within_group_share\nSELECT\n \"V\" AS \"group_col\",\n \"V\" AS \"item_col\",\n SUM(CAST(\"AP\" AS REAL)) AS total_measure,\n SUM(CAST(\"AP\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"AP\" AS REAL))) OVER (PARTITION BY \"V\") AS share_within_group\nFROM \"n20\"\nGROUP BY \"V\", \"V\"\nORDER BY share_within_group DESC;", "result": "{\"query\": \"-- template_id: tpl_tpcds_within_group_share\\nSELECT\\n \\\"V\\\" AS \\\"group_col\\\",\\n \\\"V\\\" AS \\\"item_col\\\",\\n SUM(CAST(\\\"AP\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"AP\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"AP\\\" AS REAL))) OVER (PARTITION BY \\\"V\\\") AS share_within_group\\nFROM \\\"n20\\\"\\nGROUP BY \\\"V\\\", \\\"V\\\"\\nORDER BY share_within_group DESC;\", \"columns\": [\"group_col\", \"item_col\", \"total_measure\", \"share_within_group\"], \"rows\": [{\"group_col\": \"38.47\", \"item_col\": \"38.47\", \"total_measure\": 6091.0599999999995, \"share_within_group\": 100.00000000000001}, {\"group_col\": \"39.53\", \"item_col\": \"39.53\", \"total_measure\": 7050.8099999999995, \"share_within_group\": 100.00000000000001}, {\"group_col\": \"40.200000000000003\", \"item_col\": \"40.200000000000003\", \"total_measure\": 11146.369999999999, \"share_within_group\": 100.00000000000001}, {\"group_col\": \"40.56\", \"item_col\": \"40.56\", \"total_measure\": 21432.92, \"share_within_group\": 100.00000000000001}, {\"group_col\": \"41.44\", \"item_col\": \"41.44\", \"total_measure\": 21335.01, \"share_within_group\": 100.00000000000001}, {\"group_col\": \"44.06\", \"item_col\": \"44.06\", \"total_measure\": 21357.26, \"share_within_group\": 100.00000000000001}, {\"group_col\": \"49.83\", \"item_col\": \"49.83\", \"total_measure\": 22168.51, \"share_within_group\": 100.00000000000001}, {\"group_col\": \"50.78\", \"item_col\": \"50.78\", \"total_measure\": 22192.17, \"share_within_group\": 100.00000000000001}, {\"group_col\": \"52.84\", \"item_col\": \"52.84\", \"total_measure\": 24130.67, \"share_within_group\": 100.00000000000001}, {\"group_col\": \"53.82\", \"item_col\": \"53.82\", \"total_measure\": 24384.67, \"share_within_group\": 100.00000000000001}, {\"group_col\": \"65.94\", \"item_col\": \"65.94\", \"total_measure\": 21246.67, \"share_within_group\": 100.00000000000001}, {\"group_col\": \"69.709999999999994\", \"item_col\": \"69.709999999999994\", \"total_measure\": 22207.92, \"share_within_group\": 100.00000000000001}, {\"group_col\": \"71.58\", \"item_col\": \"71.58\", \"total_measure\": 22224.829999999998, \"share_within_group\": 100.00000000000001}, {\"group_col\": \"25.36\", \"item_col\": \"25.36\", \"total_measure\": 7063.25, \"share_within_group\": 100.0}, {\"group_col\": \"25.88\", \"item_col\": \"25.88\", \"total_measure\": 6055.96, \"share_within_group\": 100.0}, {\"group_col\": \"34.03\", \"item_col\": \"34.03\", \"total_measure\": 13242.7, \"share_within_group\": 100.0}, {\"group_col\": \"34.69\", \"item_col\": \"34.69\", \"total_measure\": 8218.94, \"share_within_group\": 100.0}, {\"group_col\": \"35.19\", \"item_col\": \"35.19\", \"total_measure\": 10188.34, \"share_within_group\": 100.0}, {\"group_col\": \"35.4\", \"item_col\": \"35.4\", \"total_measure\": 4064.96, \"share_within_group\": 100.0}, {\"group_col\": \"35.47\", \"item_col\": \"35.47\", \"total_measure\": 10172.25, \"share_within_group\": 100.0}, {\"group_col\": \"35.57\", \"item_col\": \"35.57\", \"total_measure\": 11288.25, \"share_within_group\": 100.0}, {\"group_col\": \"35.71\", \"item_col\": \"35.71\", \"total_measure\": 8124.57, \"share_within_group\": 100.0}, {\"group_col\": \"35.76\", \"item_col\": \"35.76\", \"total_measure\": 9175.06, \"share_within_group\": 100.0}, {\"group_col\": \"35.770000000000003\", \"item_col\": \"35.770000000000003\", \"total_measure\": 11189.39, \"share_within_group\": 100.0}, {\"group_col\": \"35.85\", \"item_col\": \"35.85\", \"total_measure\": 1021.99, \"share_within_group\": 100.0}, {\"group_col\": \"36.08\", \"item_col\": \"36.08\", \"total_measure\": 10211.06, \"share_within_group\": 100.0}, {\"group_col\": \"36.18\", \"item_col\": \"36.18\", \"total_measure\": 9146.72, \"share_within_group\": 100.0}, {\"group_col\": \"36.24\", \"item_col\": \"36.24\", \"total_measure\": 10133.15, \"share_within_group\": 100.0}, {\"group_col\": \"36.25\", \"item_col\": \"36.25\", \"total_measure\": 10289.59, \"share_within_group\": 100.0}, {\"group_col\": \"36.299999999999997\", \"item_col\": \"36.299999999999997\", \"total_measure\": 17359.93, \"share_within_group\": 100.0}, {\"group_col\": \"36.43\", \"item_col\": \"36.43\", \"total_measure\": 1023.42, \"share_within_group\": 100.0}, {\"group_col\": \"36.54\", \"item_col\": \"36.54\", \"total_measure\": 1007.93, \"share_within_group\": 100.0}, {\"group_col\": \"36.659999999999997\", \"item_col\": \"36.659999999999997\", \"total_measure\": 10268.08, \"share_within_group\": 100.0}, {\"group_col\": \"36.71\", \"item_col\": \"36.71\", \"total_measure\": 22406.39, \"share_within_group\": 100.0}, {\"group_col\": \"36.99\", \"item_col\": \"36.99\", \"total_measure\": 9063.06, \"share_within_group\": 100.0}, {\"group_col\": \"37.14\", \"item_col\": \"37.14\", \"total_measure\": 9117.289999999999, \"share_within_group\": 100.0}, {\"group_col\": \"37.200000000000003\", \"item_col\": \"37.200000000000003\", \"total_measure\": 8100.96, \"share_within_group\": 100.0}, {\"group_col\": \"37.36\", \"item_col\": \"37.36\", \"total_measure\": 3045.36, \"share_within_group\": 100.0}, {\"group_col\": \"37.49\", \"item_col\": \"37.49\", \"total_measure\": 11110.49, \"share_within_group\": 100.0}, {\"group_col\": \"37.5\", \"item_col\": \"37.5\", \"total_measure\": 21243.43, \"share_within_group\": 100.0}, {\"group_col\": \"37.64\", \"item_col\": \"37.64\", \"total_measure\": 6091.59, \"share_within_group\": 100.0}, {\"group_col\": \"37.729999999999997\", \"item_col\": \"37.729999999999997\", \"total_measure\": 9200.08, \"share_within_group\": 100.0}, {\"group_col\": \"37.799999999999997\", \"item_col\": \"37.799999999999997\", \"total_measure\": 8168.63, \"share_within_group\": 100.0}, {\"group_col\": \"37.83\", \"item_col\": \"37.83\", \"total_measure\": 8046.13, \"share_within_group\": 100.0}, {\"group_col\": \"37.85\", \"item_col\": \"37.85\", \"total_measure\": 8083.05, \"share_within_group\": 100.0}, {\"group_col\": \"37.86\", \"item_col\": \"37.86\", \"total_measure\": 1022.44, \"share_within_group\": 100.0}, {\"group_col\": \"37.869999999999997\", \"item_col\": \"37.869999999999997\", \"total_measure\": 7147.5, \"share_within_group\": 100.0}, {\"group_col\": \"37.9\", \"item_col\": \"37.9\", \"total_measure\": 997.41, \"share_within_group\": 100.0}, {\"group_col\": \"37.909999999999997\", \"item_col\": \"37.909999999999997\", \"total_measure\": 1018.09, \"share_within_group\": 100.0}, {\"group_col\": \"37.92\", \"item_col\": \"37.92\", \"total_measure\": 9078.33, \"share_within_group\": 100.0}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 8.33}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_536f842fa26f55b5/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_536f842fa26f55b5/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..e810efb0d9701322e37af720d7e4defb2dc3e6e2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_536f842fa26f55b5/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "n20", + "started_at": "2026-05-19T15:36:30.396184+00:00", + "ended_at": "2026-05-19T15:36:44.430629+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n20_536f842fa26f55b5", + "problem_id": "v2p_n20_53627db984147220", + "dataset_id": "n20", + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=V, measure_col=AP.", + "bindings": { + "group_col": "V", + "measure_col": "AP", + "item_col": "V", + "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": 1017.26, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "item_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=rule", + "problem_index_within_template=7", + "sql_variant_index=1/2", + "binding_index=30" + ], + "template_selection_mode": "rule", + "selected_template_rank": 3, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/sql/v2q_n20_536f842fa26f55b5.sql", + "usage_summary": { + "dataset_id": "n20", + "model": "v2-cli:codex", + "run_id": "v2q_n20_536f842fa26f55b5", + "api_calls": 0, + "input_tokens": 13637, + "cached_input_tokens": 12032, + "output_tokens": 717, + "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": 14022.67, + "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_a/n20/artifacts/v2q_n20_536f842fa26f55b5/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_536f842fa26f55b5/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_536f842fa26f55b5/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..27af68faa2b740f8b5a952a2c390f577ae27294e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_536f842fa26f55b5/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:36:44.420763+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": 14022.67, "started_at": "2026-05-19T15:36:30.397287+00:00", "ended_at": "2026-05-19T15:36:44.419982+00:00", "prompt_metrics": {"chars": 4947, "bytes_utf8": 4947, "lines": 158, "estimated_tokens": null}, "response_metrics": {"chars": 689, "bytes_utf8": 689, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13637, "cached_input_tokens": 12032, "output_tokens": 717, "reasoning_output_tokens": 516}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT\\n \\\"V\\\" AS \\\"group_col\\\",\\n \\\"V\\\" AS \\\"item_col\\\",\\n SUM(CAST(\\\"AP\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"AP\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"AP\\\" AS REAL))) OVER (PARTITION BY \\\"V\\\") AS share_within_group\\nFROM \\\"n20\\\"\\nGROUP BY \\\"V\\\", \\\"V\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Used the requested template with bound roles group_col=\\\"V\\\", item_col=\\\"V\\\", and measure_col=\\\"AP\\\". CAST(\\\"AP\\\" AS REAL) is applied because the SQLite schema stores numeric fields as TEXT. Since group_col and item_col are the same column, each group's within-group share will evaluate to 100.0 for that distinct \\\"V\\\" value.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_536f842fa26f55b5/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_536f842fa26f55b5/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..f5913052c6d024de379f7ff12589071f8b37c7c0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_536f842fa26f55b5/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n20", + "model": "v2-cli:codex", + "run_id": "v2q_n20_536f842fa26f55b5", + "api_calls": 0, + "input_tokens": 13637, + "cached_input_tokens": 12032, + "output_tokens": 717, + "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": 14022.67, + "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_a/n20/artifacts/v2q_n20_536f842fa26f55b5/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_5d523e79d3c4ba79/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_5d523e79d3c4ba79/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..13a4886bdc5082458fe93e7f82230f31764a524f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_5d523e79d3c4ba79/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=V, condition_col=PE. +Result preview: [{"V": "67.25", "condition_ratio": 0.0}, {"V": "67.45", "condition_ratio": 0.0}, {"V": "70.400000000000006", "condition_ratio": 0.0}, {"V": "71.319999999999993", "condition_ratio": 0.0}, {"V": "71.58", "condition_ratio": 0.0}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_5d523e79d3c4ba79/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_5d523e79d3c4ba79/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..f8a985623b8a0eda52b579b277737e388e7099c2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_5d523e79d3c4ba79/generated_sql.sql @@ -0,0 +1,24 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: n20 +-- 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_n20_5d523e79d3c4ba79 +-- problem_id: v2p_n20_f5bb34662af332a9 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "V", + SUM(CASE WHEN "PE" = '468.8' THEN 1 ELSE 0 END) AS numerator_count, + SUM(CASE WHEN "PE" = '434.01' THEN 1 ELSE 0 END) AS denominator_count + FROM "n20" + GROUP BY "V" +) +SELECT "V", + 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_a/n20/artifacts/v2q_n20_5d523e79d3c4ba79/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_5d523e79d3c4ba79/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..bcb131f545d6838b1469d3c8798393d565eeca64 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_5d523e79d3c4ba79/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 \"V\",\n SUM(CASE WHEN \"PE\" = '468.8' THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN \"PE\" = '434.01' THEN 1 ELSE 0 END) AS denominator_count\n FROM \"n20\"\n GROUP BY \"V\"\n)\nSELECT \"V\",\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 \\\"V\\\",\\n SUM(CASE WHEN \\\"PE\\\" = '468.8' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"PE\\\" = '434.01' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"n20\\\"\\n GROUP BY \\\"V\\\"\\n)\\nSELECT \\\"V\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\", \"columns\": [\"V\", \"condition_ratio\"], \"rows\": [{\"V\": \"67.25\", \"condition_ratio\": 0.0}, {\"V\": \"67.45\", \"condition_ratio\": 0.0}, {\"V\": \"70.400000000000006\", \"condition_ratio\": 0.0}, {\"V\": \"71.319999999999993\", \"condition_ratio\": 0.0}, {\"V\": \"71.58\", \"condition_ratio\": 0.0}, {\"V\": \"74.900000000000006\", \"condition_ratio\": 0.0}, {\"V\": \"76.2\", \"condition_ratio\": 0.0}, {\"V\": \"79.05\", \"condition_ratio\": 0.0}, {\"V\": \"25.36\", \"condition_ratio\": null}, {\"V\": \"25.88\", \"condition_ratio\": null}, {\"V\": \"34.03\", \"condition_ratio\": null}, {\"V\": \"34.69\", \"condition_ratio\": null}, {\"V\": \"35.19\", \"condition_ratio\": null}, {\"V\": \"35.4\", \"condition_ratio\": null}, {\"V\": \"35.47\", \"condition_ratio\": null}, {\"V\": \"35.57\", \"condition_ratio\": null}, {\"V\": \"35.71\", \"condition_ratio\": null}, {\"V\": \"35.76\", \"condition_ratio\": null}, {\"V\": \"35.770000000000003\", \"condition_ratio\": null}, {\"V\": \"35.79\", \"condition_ratio\": null}, {\"V\": \"35.85\", \"condition_ratio\": null}, {\"V\": \"36.08\", \"condition_ratio\": null}, {\"V\": \"36.18\", \"condition_ratio\": null}, {\"V\": \"36.24\", \"condition_ratio\": null}, {\"V\": \"36.25\", \"condition_ratio\": null}, {\"V\": \"36.299999999999997\", \"condition_ratio\": null}, {\"V\": \"36.43\", \"condition_ratio\": null}, {\"V\": \"36.54\", \"condition_ratio\": null}, {\"V\": \"36.659999999999997\", \"condition_ratio\": null}, {\"V\": \"36.71\", \"condition_ratio\": null}, {\"V\": \"36.99\", \"condition_ratio\": null}, {\"V\": \"37.14\", \"condition_ratio\": null}, {\"V\": \"37.200000000000003\", \"condition_ratio\": null}, {\"V\": \"37.36\", \"condition_ratio\": null}, {\"V\": \"37.49\", \"condition_ratio\": null}, {\"V\": \"37.5\", \"condition_ratio\": null}, {\"V\": \"37.64\", \"condition_ratio\": null}, {\"V\": \"37.700000000000003\", \"condition_ratio\": null}, {\"V\": \"37.729999999999997\", \"condition_ratio\": null}, {\"V\": \"37.799999999999997\", \"condition_ratio\": null}, {\"V\": \"37.83\", \"condition_ratio\": null}, {\"V\": \"37.85\", \"condition_ratio\": null}, {\"V\": \"37.86\", \"condition_ratio\": null}, {\"V\": \"37.869999999999997\", \"condition_ratio\": null}, {\"V\": \"37.9\", \"condition_ratio\": null}, {\"V\": \"37.909999999999997\", \"condition_ratio\": null}, {\"V\": \"37.92\", \"condition_ratio\": null}, {\"V\": \"38.01\", \"condition_ratio\": null}, {\"V\": \"38.06\", \"condition_ratio\": null}, {\"V\": \"38.08\", \"condition_ratio\": null}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 8.11}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_5d523e79d3c4ba79/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_5d523e79d3c4ba79/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..1ed7fb3c523df2059f0d03fe9754f6fc68acaf83 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_5d523e79d3c4ba79/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "n20", + "started_at": "2026-05-19T15:38:56.703006+00:00", + "ended_at": "2026-05-19T15:39:12.745500+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n20_5d523e79d3c4ba79", + "problem_id": "v2p_n20_f5bb34662af332a9", + "dataset_id": "n20", + "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=V, condition_col=PE.", + "bindings": { + "group_col": "V", + "condition_col": "PE", + "condition_value": "468.8", + "positive_value": "468.8", + "negative_value": "434.01", + "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": 1017.26, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=rule", + "problem_index_within_template=3", + "sql_variant_index=1/1", + "binding_index=38" + ], + "template_selection_mode": "rule", + "selected_template_rank": 4, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/sql/v2q_n20_5d523e79d3c4ba79.sql", + "usage_summary": { + "dataset_id": "n20", + "model": "v2-cli:codex", + "run_id": "v2q_n20_5d523e79d3c4ba79", + "api_calls": 0, + "input_tokens": 13734, + "cached_input_tokens": 12672, + "output_tokens": 855, + "total_tokens": 14589, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 16029.88, + "sql_execution_elapsed_ms_total": 8.11, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_5d523e79d3c4ba79/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_5d523e79d3c4ba79/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_5d523e79d3c4ba79/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..189bf287b72f7fa2bbe93cdb2b1c15133ad5673b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_5d523e79d3c4ba79/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:39:12.735498+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": 16029.88, "started_at": "2026-05-19T15:38:56.704605+00:00", "ended_at": "2026-05-19T15:39:12.734519+00:00", "prompt_metrics": {"chars": 5363, "bytes_utf8": 5363, "lines": 159, "estimated_tokens": null}, "response_metrics": {"chars": 673, "bytes_utf8": 673, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13734, "cached_input_tokens": 12672, "output_tokens": 855, "reasoning_output_tokens": 675}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH grouped AS (\\n SELECT \\\"V\\\",\\n SUM(CASE WHEN \\\"PE\\\" = '468.8' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"PE\\\" = '434.01' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"n20\\\"\\n GROUP BY \\\"V\\\"\\n)\\nSELECT \\\"V\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\",\"notes\":\"Applied the shortlisted template with group_col=\\\"V\\\" and condition_col=\\\"PE\\\". Compared the bound positive and negative values as exact string literals because the SQLite schema stores these columns as TEXT.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_5d523e79d3c4ba79/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_5d523e79d3c4ba79/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..42a10b8e0fe28c2ee61a06ebc8a0cdafb89d3ead --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_5d523e79d3c4ba79/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n20", + "model": "v2-cli:codex", + "run_id": "v2q_n20_5d523e79d3c4ba79", + "api_calls": 0, + "input_tokens": 13734, + "cached_input_tokens": 12672, + "output_tokens": 855, + "total_tokens": 14589, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 16029.88, + "sql_execution_elapsed_ms_total": 8.11, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_5d523e79d3c4ba79/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_5d5b409bb584796f/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_5d5b409bb584796f/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..91968c145f3bfc4593fca6b616c9c9bc3e5d4c4b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_5d5b409bb584796f/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=V. +Result preview: [{"V": "70.319999999999993", "row_count": 61}, {"V": "41.17", "row_count": 61}, {"V": "51.43", "row_count": 47}, {"V": "45.01", "row_count": 46}, {"V": "68.08", "row_count": 45}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_5d5b409bb584796f/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_5d5b409bb584796f/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..4c7c7871fd4bcc6fa92317325d084649b6fbcf1e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_5d5b409bb584796f/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: n20 +-- 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_n20_5d5b409bb584796f +-- problem_id: v2p_n20_1b088806b5c1da11 +-- realization_mode: agent +-- source_kind: agent +SELECT "V", COUNT(*) AS row_count +FROM "n20" +GROUP BY "V" +ORDER BY row_count DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_5d5b409bb584796f/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_5d5b409bb584796f/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6c27eb0cc3d8d759d0761c7a5e12ee5d87458daa --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_5d5b409bb584796f/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 \"V\", COUNT(*) AS row_count\nFROM \"n20\"\nGROUP BY \"V\"\nORDER BY row_count DESC;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"V\\\", COUNT(*) AS row_count\\nFROM \\\"n20\\\"\\nGROUP BY \\\"V\\\"\\nORDER BY row_count DESC;\", \"columns\": [\"V\", \"row_count\"], \"rows\": [{\"V\": \"70.319999999999993\", \"row_count\": 61}, {\"V\": \"41.17\", \"row_count\": 61}, {\"V\": \"51.43\", \"row_count\": 47}, {\"V\": \"45.01\", \"row_count\": 46}, {\"V\": \"68.08\", \"row_count\": 45}, {\"V\": \"66.540000000000006\", \"row_count\": 44}, {\"V\": \"45.87\", \"row_count\": 42}, {\"V\": \"69.13\", \"row_count\": 41}, {\"V\": \"58.79\", \"row_count\": 41}, {\"V\": \"59.21\", \"row_count\": 40}, {\"V\": \"41.16\", \"row_count\": 40}, {\"V\": \"71.14\", \"row_count\": 39}, {\"V\": \"44.9\", \"row_count\": 39}, {\"V\": \"41.26\", \"row_count\": 38}, {\"V\": \"42.86\", \"row_count\": 37}, {\"V\": \"40.71\", \"row_count\": 37}, {\"V\": \"39.64\", \"row_count\": 37}, {\"V\": \"75.599999999999994\", \"row_count\": 36}, {\"V\": \"43.14\", \"row_count\": 34}, {\"V\": \"77.95\", \"row_count\": 33}, {\"V\": \"63.94\", \"row_count\": 33}, {\"V\": \"44.63\", \"row_count\": 33}, {\"V\": \"40.549999999999997\", \"row_count\": 32}, {\"V\": \"39.72\", \"row_count\": 32}, {\"V\": \"39.61\", \"row_count\": 32}, {\"V\": \"41.54\", \"row_count\": 30}, {\"V\": \"40.64\", \"row_count\": 30}, {\"V\": \"39.159999999999997\", \"row_count\": 29}, {\"V\": \"71.319999999999993\", \"row_count\": 28}, {\"V\": \"70.02\", \"row_count\": 28}, {\"V\": \"41.79\", \"row_count\": 28}, {\"V\": \"39.96\", \"row_count\": 28}, {\"V\": \"38.909999999999997\", \"row_count\": 28}, {\"V\": \"40.81\", \"row_count\": 27}, {\"V\": \"40.69\", \"row_count\": 27}, {\"V\": \"40\", \"row_count\": 27}, {\"V\": \"40.770000000000003\", \"row_count\": 26}, {\"V\": \"74.22\", \"row_count\": 24}, {\"V\": \"73.67\", \"row_count\": 24}, {\"V\": \"73.5\", \"row_count\": 24}, {\"V\": \"73.180000000000007\", \"row_count\": 24}, {\"V\": \"73.17\", \"row_count\": 24}, {\"V\": \"72.239999999999995\", \"row_count\": 24}, {\"V\": \"71.98\", \"row_count\": 24}, {\"V\": \"71.849999999999994\", \"row_count\": 24}, {\"V\": \"71.290000000000006\", \"row_count\": 24}, {\"V\": \"70.47\", \"row_count\": 24}, {\"V\": \"69.84\", \"row_count\": 24}, {\"V\": \"68.67\", \"row_count\": 24}, {\"V\": \"68.239999999999995\", \"row_count\": 24}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 4.61}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_5d5b409bb584796f/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_5d5b409bb584796f/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..df72cfb27d56606e7f44a85ba2c6862f84914bf9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_5d5b409bb584796f/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "n20", + "started_at": "2026-05-19T15:32:14.654363+00:00", + "ended_at": "2026-05-19T15:32:22.657867+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n20_5d5b409bb584796f", + "problem_id": "v2p_n20_1b088806b5c1da11", + "dataset_id": "n20", + "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=V.", + "bindings": { + "group_col": "V", + "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": 1017.26, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=rule", + "problem_index_within_template=3", + "sql_variant_index=1/1", + "binding_index=14" + ], + "template_selection_mode": "rule", + "selected_template_rank": 2, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/sql/v2q_n20_5d5b409bb584796f.sql", + "usage_summary": { + "dataset_id": "n20", + "model": "v2-cli:codex", + "run_id": "v2q_n20_5d5b409bb584796f", + "api_calls": 0, + "input_tokens": 13494, + "cached_input_tokens": 12032, + "output_tokens": 250, + "total_tokens": 13744, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 7995.67, + "sql_execution_elapsed_ms_total": 4.61, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_5d5b409bb584796f/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_5d5b409bb584796f/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_5d5b409bb584796f/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..03e29eb01c97b9055bb7832b7a55fdbce800e105 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_5d5b409bb584796f/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:32:22.651855+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": 7995.67, "started_at": "2026-05-19T15:32:14.655283+00:00", "ended_at": "2026-05-19T15:32:22.650978+00:00", "prompt_metrics": {"chars": 4466, "bytes_utf8": 4466, "lines": 154, "estimated_tokens": null}, "response_metrics": {"chars": 283, "bytes_utf8": 283, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13494, "cached_input_tokens": 12032, "output_tokens": 250, "reasoning_output_tokens": 169}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"V\\\", COUNT(*) AS row_count\\nFROM \\\"n20\\\"\\nGROUP BY \\\"V\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Uses the grouped-count template with group_col bound to \\\"V\\\", counting rows per exact \\\"V\\\" value in the single table \\\"n20\\\".\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_5d5b409bb584796f/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_5d5b409bb584796f/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..1410ad62a969a0754173b43556f4f4a538709fea --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_5d5b409bb584796f/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n20", + "model": "v2-cli:codex", + "run_id": "v2q_n20_5d5b409bb584796f", + "api_calls": 0, + "input_tokens": 13494, + "cached_input_tokens": 12032, + "output_tokens": 250, + "total_tokens": 13744, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 7995.67, + "sql_execution_elapsed_ms_total": 4.61, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_5d5b409bb584796f/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_5e3d159c24e60497/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_5e3d159c24e60497/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..73d9455b0f5ed102b534df3054c286a77e6f3e49 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_5e3d159c24e60497/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=V, measure_col=V. +Result preview: [{"V": 81.56, "percentile_measure": 81.56}, {"V": 80.25, "percentile_measure": 80.25}, {"V": 80.18, "percentile_measure": 80.18}, {"V": 79.74, "percentile_measure": 79.74}, {"V": 79.05, "percentile_measure": 79.05}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_5e3d159c24e60497/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_5e3d159c24e60497/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..00f77b65e519915ee9fd7f870da7ea339b0f62b9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_5e3d159c24e60497/generated_sql.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: n20 +-- 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_grouped_percentile_point +-- query_record_id: v2q_n20_5e3d159c24e60497 +-- problem_id: v2p_n20_397876b423915496 +-- realization_mode: agent +-- source_kind: agent +SELECT + CAST("V" AS REAL) AS "V", + CAST("V" AS REAL) AS "percentile_measure" +FROM "n20" +WHERE "V" IS NOT NULL +GROUP BY CAST("V" AS REAL) +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_5e3d159c24e60497/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_5e3d159c24e60497/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3dee51530dde093de35b206fec767ca17b5e8eb7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_5e3d159c24e60497/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_grouped_percentile_point\nSELECT\n CAST(\"V\" AS REAL) AS \"V\",\n CAST(\"V\" AS REAL) AS \"percentile_measure\"\nFROM \"n20\"\nWHERE \"V\" IS NOT NULL\nGROUP BY CAST(\"V\" AS REAL)\nORDER BY \"percentile_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nSELECT\\n CAST(\\\"V\\\" AS REAL) AS \\\"V\\\",\\n CAST(\\\"V\\\" AS REAL) AS \\\"percentile_measure\\\"\\nFROM \\\"n20\\\"\\nWHERE \\\"V\\\" IS NOT NULL\\nGROUP BY CAST(\\\"V\\\" AS REAL)\\nORDER BY \\\"percentile_measure\\\" DESC;\", \"columns\": [\"V\", \"percentile_measure\"], \"rows\": [{\"V\": 81.56, \"percentile_measure\": 81.56}, {\"V\": 80.25, \"percentile_measure\": 80.25}, {\"V\": 80.18, \"percentile_measure\": 80.18}, {\"V\": 79.74, \"percentile_measure\": 79.74}, {\"V\": 79.05, \"percentile_measure\": 79.05}, {\"V\": 78.92, \"percentile_measure\": 78.92}, {\"V\": 78.87, \"percentile_measure\": 78.87}, {\"V\": 78.11, \"percentile_measure\": 78.11}, {\"V\": 78.05, \"percentile_measure\": 78.05}, {\"V\": 77.95, \"percentile_measure\": 77.95}, {\"V\": 77.54, \"percentile_measure\": 77.54}, {\"V\": 77.3, \"percentile_measure\": 77.3}, {\"V\": 77.24, \"percentile_measure\": 77.24}, {\"V\": 77.17, \"percentile_measure\": 77.17}, {\"V\": 76.86, \"percentile_measure\": 76.86}, {\"V\": 76.2, \"percentile_measure\": 76.2}, {\"V\": 76.16, \"percentile_measure\": 76.16}, {\"V\": 76.09, \"percentile_measure\": 76.09}, {\"V\": 75.6, \"percentile_measure\": 75.6}, {\"V\": 75.33, \"percentile_measure\": 75.33}, {\"V\": 75.23, \"percentile_measure\": 75.23}, {\"V\": 75.08, \"percentile_measure\": 75.08}, {\"V\": 74.99, \"percentile_measure\": 74.99}, {\"V\": 74.93, \"percentile_measure\": 74.93}, {\"V\": 74.9, \"percentile_measure\": 74.9}, {\"V\": 74.87, \"percentile_measure\": 74.87}, {\"V\": 74.78, \"percentile_measure\": 74.78}, {\"V\": 74.67, \"percentile_measure\": 74.67}, {\"V\": 74.34, \"percentile_measure\": 74.34}, {\"V\": 74.33, \"percentile_measure\": 74.33}, {\"V\": 74.22, \"percentile_measure\": 74.22}, {\"V\": 74.16, \"percentile_measure\": 74.16}, {\"V\": 73.91, \"percentile_measure\": 73.91}, {\"V\": 73.9, \"percentile_measure\": 73.9}, {\"V\": 73.88, \"percentile_measure\": 73.88}, {\"V\": 73.77, \"percentile_measure\": 73.77}, {\"V\": 73.68, \"percentile_measure\": 73.68}, {\"V\": 73.67, \"percentile_measure\": 73.67}, {\"V\": 73.56, \"percentile_measure\": 73.56}, {\"V\": 73.5, \"percentile_measure\": 73.5}, {\"V\": 73.46, \"percentile_measure\": 73.46}, {\"V\": 73.42, \"percentile_measure\": 73.42}, {\"V\": 73.4, \"percentile_measure\": 73.4}, {\"V\": 73.21, \"percentile_measure\": 73.21}, {\"V\": 73.18, \"percentile_measure\": 73.18}, {\"V\": 73.17, \"percentile_measure\": 73.17}, {\"V\": 73.11, \"percentile_measure\": 73.11}, {\"V\": 73.06, \"percentile_measure\": 73.06}, {\"V\": 73.03, \"percentile_measure\": 73.03}, {\"V\": 72.99, \"percentile_measure\": 72.99}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 11.91}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_5e3d159c24e60497/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_5e3d159c24e60497/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..690a200a1cd8a038e7b728d8e69fcadbfc7daced --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_5e3d159c24e60497/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "n20", + "started_at": "2026-05-19T15:51:59.631953+00:00", + "ended_at": "2026-05-19T15:52:22.319293+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n20_5e3d159c24e60497", + "problem_id": "v2p_n20_397876b423915496", + "dataset_id": "n20", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=V, measure_col=V.", + "bindings": { + "group_col": "V", + "measure_col": "V", + "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": 62.52, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=rule", + "problem_index_within_template=2", + "sql_variant_index=2/2", + "binding_index=85" + ], + "template_selection_mode": "rule", + "selected_template_rank": 8, + "problem_index_within_template": 2, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/sql/v2q_n20_5e3d159c24e60497.sql", + "usage_summary": { + "dataset_id": "n20", + "model": "v2-cli:codex", + "run_id": "v2q_n20_5e3d159c24e60497", + "api_calls": 0, + "input_tokens": 13556, + "cached_input_tokens": 12672, + "output_tokens": 862, + "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": 22669.9, + "sql_execution_elapsed_ms_total": 11.91, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_5e3d159c24e60497/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_5e3d159c24e60497/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_5e3d159c24e60497/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0187351edec4d60a874908d3fe3c1bec9b43c2ab --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_5e3d159c24e60497/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:52:22.304443+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": 22669.9, "started_at": "2026-05-19T15:51:59.633005+00:00", "ended_at": "2026-05-19T15:52:22.302933+00:00", "prompt_metrics": {"chars": 4721, "bytes_utf8": 4721, "lines": 156, "estimated_tokens": null}, "response_metrics": {"chars": 487, "bytes_utf8": 487, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13556, "cached_input_tokens": 12672, "output_tokens": 862, "reasoning_output_tokens": 729}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nSELECT\\n CAST(\\\"V\\\" AS REAL) AS \\\"V\\\",\\n CAST(\\\"V\\\" AS REAL) AS \\\"percentile_measure\\\"\\nFROM \\\"n20\\\"\\nWHERE \\\"V\\\" IS NOT NULL\\nGROUP BY CAST(\\\"V\\\" AS REAL)\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT. Because both group_col and measure_col are \\\"V\\\", every group consists of identical numeric V values, so the 95th percentile within each group is exactly that group's numeric V value.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_5e3d159c24e60497/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_5e3d159c24e60497/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..c2cef28916b687375ccba3cad64f707423078d1e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_5e3d159c24e60497/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n20", + "model": "v2-cli:codex", + "run_id": "v2q_n20_5e3d159c24e60497", + "api_calls": 0, + "input_tokens": 13556, + "cached_input_tokens": 12672, + "output_tokens": 862, + "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": 22669.9, + "sql_execution_elapsed_ms_total": 11.91, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_5e3d159c24e60497/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_67d654ec63b8d747/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_67d654ec63b8d747/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..64069d74d7a777306bae3bbda78d729b03ae4abb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_67d654ec63b8d747/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=V, measure_col=AT. +Result preview: [{"V": 73.56, "percentile_measure": 35.2}, {"V": 68.27, "percentile_measure": 35.03}, {"V": 68.94, "percentile_measure": 34.96}, {"V": 73.03, "percentile_measure": 34.53}, {"V": 74.34, "percentile_measure": 34.33}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_67d654ec63b8d747/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_67d654ec63b8d747/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..12b1177f7a2c4cf4454cfcb13ba562bc03e48acc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_67d654ec63b8d747/generated_sql.sql @@ -0,0 +1,45 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: n20 +-- 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_grouped_percentile_point +-- query_record_id: v2q_n20_67d654ec63b8d747 +-- problem_id: v2p_n20_459bc8be5ff2e03e +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + CAST("V" AS REAL) AS "V", + CAST("AT" AS REAL) AS "AT_value", + ROW_NUMBER() OVER ( + PARTITION BY CAST("V" AS REAL) + ORDER BY CAST("AT" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY CAST("V" AS REAL) + ) AS "cnt" + FROM "n20" + WHERE "V" IS NOT NULL + AND "AT" IS NOT NULL +), +"picked" AS ( + SELECT + "V", + "AT_value", + "rn", + "cnt", + CAST(("cnt" * 0.9) + 0.999999999 AS INT) AS "target_rn" + FROM "ranked" +) +SELECT + "V", + "AT_value" AS "percentile_measure" +FROM "picked" +WHERE "rn" = "target_rn" + AND "cnt" >= 5 +ORDER BY "percentile_measure" DESC, "V" ASC +LIMIT 19; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_67d654ec63b8d747/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_67d654ec63b8d747/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..684fab05dd25c7ae51cd33b16ca38bb29c51ac10 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_67d654ec63b8d747/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_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n CAST(\"V\" AS REAL) AS \"V\",\n CAST(\"AT\" AS REAL) AS \"AT_value\",\n ROW_NUMBER() OVER (\n PARTITION BY CAST(\"V\" AS REAL)\n ORDER BY CAST(\"AT\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY CAST(\"V\" AS REAL)\n ) AS \"cnt\"\n FROM \"n20\"\n WHERE \"V\" IS NOT NULL\n AND \"AT\" IS NOT NULL\n),\n\"picked\" AS (\n SELECT\n \"V\",\n \"AT_value\",\n \"rn\",\n \"cnt\",\n CAST((\"cnt\" * 0.9) + 0.999999999 AS INT) AS \"target_rn\"\n FROM \"ranked\"\n)\nSELECT\n \"V\",\n \"AT_value\" AS \"percentile_measure\"\nFROM \"picked\"\nWHERE \"rn\" = \"target_rn\"\n AND \"cnt\" >= 5\nORDER BY \"percentile_measure\" DESC, \"V\" ASC\nLIMIT 19;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n CAST(\\\"V\\\" AS REAL) AS \\\"V\\\",\\n CAST(\\\"AT\\\" AS REAL) AS \\\"AT_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY CAST(\\\"V\\\" AS REAL)\\n ORDER BY CAST(\\\"AT\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY CAST(\\\"V\\\" AS REAL)\\n ) AS \\\"cnt\\\"\\n FROM \\\"n20\\\"\\n WHERE \\\"V\\\" IS NOT NULL\\n AND \\\"AT\\\" IS NOT NULL\\n),\\n\\\"picked\\\" AS (\\n SELECT\\n \\\"V\\\",\\n \\\"AT_value\\\",\\n \\\"rn\\\",\\n \\\"cnt\\\",\\n CAST((\\\"cnt\\\" * 0.9) + 0.999999999 AS INT) AS \\\"target_rn\\\"\\n FROM \\\"ranked\\\"\\n)\\nSELECT\\n \\\"V\\\",\\n \\\"AT_value\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"picked\\\"\\nWHERE \\\"rn\\\" = \\\"target_rn\\\"\\n AND \\\"cnt\\\" >= 5\\nORDER BY \\\"percentile_measure\\\" DESC, \\\"V\\\" ASC\\nLIMIT 19;\", \"columns\": [\"V\", \"percentile_measure\"], \"rows\": [{\"V\": 73.56, \"percentile_measure\": 35.2}, {\"V\": 68.27, \"percentile_measure\": 35.03}, {\"V\": 68.94, \"percentile_measure\": 34.96}, {\"V\": 73.03, \"percentile_measure\": 34.53}, {\"V\": 74.34, \"percentile_measure\": 34.33}, {\"V\": 74.67, \"percentile_measure\": 34.3}, {\"V\": 78.05, \"percentile_measure\": 34.18}, {\"V\": 68.51, \"percentile_measure\": 34.15}, {\"V\": 80.18, \"percentile_measure\": 33.95}, {\"V\": 72.29, \"percentile_measure\": 33.82}, {\"V\": 77.17, \"percentile_measure\": 33.82}, {\"V\": 64.96, \"percentile_measure\": 33.8}, {\"V\": 69.05, \"percentile_measure\": 33.79}, {\"V\": 74.33, \"percentile_measure\": 33.72}, {\"V\": 68.14, \"percentile_measure\": 33.68}, {\"V\": 69.88, \"percentile_measure\": 33.61}, {\"V\": 77.54, \"percentile_measure\": 33.58}, {\"V\": 69.98, \"percentile_measure\": 33.4}, {\"V\": 70.8, \"percentile_measure\": 33.4}], \"row_count_returned\": 19, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 55.34}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_67d654ec63b8d747/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_67d654ec63b8d747/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..2a42af511b3a0a1ad4e6bcad2eb700db3e2bd7b7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_67d654ec63b8d747/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "n20", + "started_at": "2026-05-19T15:51:07.138919+00:00", + "ended_at": "2026-05-19T15:51:41.632334+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n20_67d654ec63b8d747", + "problem_id": "v2p_n20_459bc8be5ff2e03e", + "dataset_id": "n20", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=V, measure_col=AT.", + "bindings": { + "group_col": "V", + "measure_col": "AT", + "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": 23.99, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=rule", + "problem_index_within_template=1", + "sql_variant_index=2/2", + "binding_index=84" + ], + "template_selection_mode": "rule", + "selected_template_rank": 8, + "problem_index_within_template": 1, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/sql/v2q_n20_67d654ec63b8d747.sql", + "usage_summary": { + "dataset_id": "n20", + "model": "v2-cli:codex", + "run_id": "v2q_n20_67d654ec63b8d747", + "api_calls": 0, + "input_tokens": 13556, + "cached_input_tokens": 12672, + "output_tokens": 2352, + "total_tokens": 15908, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 34433.2, + "sql_execution_elapsed_ms_total": 55.34, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_67d654ec63b8d747/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_67d654ec63b8d747/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_67d654ec63b8d747/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..756967500ce84315a203afbce43245f99eabcaa6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_67d654ec63b8d747/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:51:41.574914+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": 34433.2, "started_at": "2026-05-19T15:51:07.140157+00:00", "ended_at": "2026-05-19T15:51:41.573397+00:00", "prompt_metrics": {"chars": 4721, "bytes_utf8": 4721, "lines": 156, "estimated_tokens": null}, "response_metrics": {"chars": 1070, "bytes_utf8": 1070, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13556, "cached_input_tokens": 12672, "output_tokens": 2352, "reasoning_output_tokens": 2011}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n CAST(\\\"V\\\" AS REAL) AS \\\"V\\\",\\n CAST(\\\"AT\\\" AS REAL) AS \\\"AT_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY CAST(\\\"V\\\" AS REAL)\\n ORDER BY CAST(\\\"AT\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY CAST(\\\"V\\\" AS REAL)\\n ) AS \\\"cnt\\\"\\n FROM \\\"n20\\\"\\n WHERE \\\"V\\\" IS NOT NULL\\n AND \\\"AT\\\" IS NOT NULL\\n),\\n\\\"picked\\\" AS (\\n SELECT\\n \\\"V\\\",\\n \\\"AT_value\\\",\\n \\\"rn\\\",\\n \\\"cnt\\\",\\n CAST((\\\"cnt\\\" * 0.9) + 0.999999999 AS INT) AS \\\"target_rn\\\"\\n FROM \\\"ranked\\\"\\n)\\nSELECT\\n \\\"V\\\",\\n \\\"AT_value\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"picked\\\"\\nWHERE \\\"rn\\\" = \\\"target_rn\\\"\\n AND \\\"cnt\\\" >= 5\\nORDER BY \\\"percentile_measure\\\" DESC, \\\"V\\\" ASC\\nLIMIT 19;\",\"notes\":\"SQLite has no PERCENTILE_CONT, so this uses a nearest-rank 90th percentile per numeric V group via window functions. It casts text-stored numeric columns to REAL, filters out groups with fewer t"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_67d654ec63b8d747/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_67d654ec63b8d747/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..0c2f2f66597116e92718e47c2e31d845d758c443 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_67d654ec63b8d747/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n20", + "model": "v2-cli:codex", + "run_id": "v2q_n20_67d654ec63b8d747", + "api_calls": 0, + "input_tokens": 13556, + "cached_input_tokens": 12672, + "output_tokens": 2352, + "total_tokens": 15908, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 34433.2, + "sql_execution_elapsed_ms_total": 55.34, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_67d654ec63b8d747/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_6b68545b9103e8bf/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_6b68545b9103e8bf/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..73d9455b0f5ed102b534df3054c286a77e6f3e49 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_6b68545b9103e8bf/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=V, measure_col=V. +Result preview: [{"V": 81.56, "percentile_measure": 81.56}, {"V": 80.25, "percentile_measure": 80.25}, {"V": 80.18, "percentile_measure": 80.18}, {"V": 79.74, "percentile_measure": 79.74}, {"V": 79.05, "percentile_measure": 79.05}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_6b68545b9103e8bf/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_6b68545b9103e8bf/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..79a8c1898db6b8e20f51d48139e22e23d589d3a9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_6b68545b9103e8bf/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: n20 +-- 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_grouped_percentile_point +-- query_record_id: v2q_n20_6b68545b9103e8bf +-- problem_id: v2p_n20_b750941e60c408a6 +-- realization_mode: agent +-- source_kind: agent +SELECT + CAST("V" AS REAL) AS "V", + CAST("V" AS REAL) AS "percentile_measure" +FROM "n20" +GROUP BY CAST("V" AS REAL) +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_6b68545b9103e8bf/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_6b68545b9103e8bf/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f98f9ab8cd0cbbbf4f8c2b557ec43659adb4b0f3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_6b68545b9103e8bf/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_grouped_percentile_point\nSELECT\n CAST(\"V\" AS REAL) AS \"V\",\n CAST(\"V\" AS REAL) AS \"percentile_measure\"\nFROM \"n20\"\nGROUP BY CAST(\"V\" AS REAL)\nORDER BY \"percentile_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nSELECT\\n CAST(\\\"V\\\" AS REAL) AS \\\"V\\\",\\n CAST(\\\"V\\\" AS REAL) AS \\\"percentile_measure\\\"\\nFROM \\\"n20\\\"\\nGROUP BY CAST(\\\"V\\\" AS REAL)\\nORDER BY \\\"percentile_measure\\\" DESC;\", \"columns\": [\"V\", \"percentile_measure\"], \"rows\": [{\"V\": 81.56, \"percentile_measure\": 81.56}, {\"V\": 80.25, \"percentile_measure\": 80.25}, {\"V\": 80.18, \"percentile_measure\": 80.18}, {\"V\": 79.74, \"percentile_measure\": 79.74}, {\"V\": 79.05, \"percentile_measure\": 79.05}, {\"V\": 78.92, \"percentile_measure\": 78.92}, {\"V\": 78.87, \"percentile_measure\": 78.87}, {\"V\": 78.11, \"percentile_measure\": 78.11}, {\"V\": 78.05, \"percentile_measure\": 78.05}, {\"V\": 77.95, \"percentile_measure\": 77.95}, {\"V\": 77.54, \"percentile_measure\": 77.54}, {\"V\": 77.3, \"percentile_measure\": 77.3}, {\"V\": 77.24, \"percentile_measure\": 77.24}, {\"V\": 77.17, \"percentile_measure\": 77.17}, {\"V\": 76.86, \"percentile_measure\": 76.86}, {\"V\": 76.2, \"percentile_measure\": 76.2}, {\"V\": 76.16, \"percentile_measure\": 76.16}, {\"V\": 76.09, \"percentile_measure\": 76.09}, {\"V\": 75.6, \"percentile_measure\": 75.6}, {\"V\": 75.33, \"percentile_measure\": 75.33}, {\"V\": 75.23, \"percentile_measure\": 75.23}, {\"V\": 75.08, \"percentile_measure\": 75.08}, {\"V\": 74.99, \"percentile_measure\": 74.99}, {\"V\": 74.93, \"percentile_measure\": 74.93}, {\"V\": 74.9, \"percentile_measure\": 74.9}, {\"V\": 74.87, \"percentile_measure\": 74.87}, {\"V\": 74.78, \"percentile_measure\": 74.78}, {\"V\": 74.67, \"percentile_measure\": 74.67}, {\"V\": 74.34, \"percentile_measure\": 74.34}, {\"V\": 74.33, \"percentile_measure\": 74.33}, {\"V\": 74.22, \"percentile_measure\": 74.22}, {\"V\": 74.16, \"percentile_measure\": 74.16}, {\"V\": 73.91, \"percentile_measure\": 73.91}, {\"V\": 73.9, \"percentile_measure\": 73.9}, {\"V\": 73.88, \"percentile_measure\": 73.88}, {\"V\": 73.77, \"percentile_measure\": 73.77}, {\"V\": 73.68, \"percentile_measure\": 73.68}, {\"V\": 73.67, \"percentile_measure\": 73.67}, {\"V\": 73.56, \"percentile_measure\": 73.56}, {\"V\": 73.5, \"percentile_measure\": 73.5}, {\"V\": 73.46, \"percentile_measure\": 73.46}, {\"V\": 73.42, \"percentile_measure\": 73.42}, {\"V\": 73.4, \"percentile_measure\": 73.4}, {\"V\": 73.21, \"percentile_measure\": 73.21}, {\"V\": 73.18, \"percentile_measure\": 73.18}, {\"V\": 73.17, \"percentile_measure\": 73.17}, {\"V\": 73.11, \"percentile_measure\": 73.11}, {\"V\": 73.06, \"percentile_measure\": 73.06}, {\"V\": 73.03, \"percentile_measure\": 73.03}, {\"V\": 72.99, \"percentile_measure\": 72.99}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 5.55}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_6b68545b9103e8bf/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_6b68545b9103e8bf/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..a06d6bf1d94921d5ccecdd885b59aff0de3b543c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_6b68545b9103e8bf/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "n20", + "started_at": "2026-05-19T15:55:42.783045+00:00", + "ended_at": "2026-05-19T15:56:05.153796+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n20_6b68545b9103e8bf", + "problem_id": "v2p_n20_b750941e60c408a6", + "dataset_id": "n20", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=V, measure_col=V.", + "bindings": { + "group_col": "V", + "measure_col": "V", + "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": 62.52, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=rule", + "problem_index_within_template=6", + "sql_variant_index=2/2", + "binding_index=89" + ], + "template_selection_mode": "rule", + "selected_template_rank": 8, + "problem_index_within_template": 6, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/sql/v2q_n20_6b68545b9103e8bf.sql", + "usage_summary": { + "dataset_id": "n20", + "model": "v2-cli:codex", + "run_id": "v2q_n20_6b68545b9103e8bf", + "api_calls": 0, + "input_tokens": 13556, + "cached_input_tokens": 12672, + "output_tokens": 770, + "total_tokens": 14326, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 22360.94, + "sql_execution_elapsed_ms_total": 5.55, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_6b68545b9103e8bf/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_6b68545b9103e8bf/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_6b68545b9103e8bf/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d864c8fc5dc15caead2841e3912b91d9229c7f2c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_6b68545b9103e8bf/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:56:05.146778+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": 22360.94, "started_at": "2026-05-19T15:55:42.784846+00:00", "ended_at": "2026-05-19T15:56:05.145820+00:00", "prompt_metrics": {"chars": 4721, "bytes_utf8": 4721, "lines": 156, "estimated_tokens": null}, "response_metrics": {"chars": 471, "bytes_utf8": 471, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13556, "cached_input_tokens": 12672, "output_tokens": 770, "reasoning_output_tokens": 640}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nSELECT\\n CAST(\\\"V\\\" AS REAL) AS \\\"V\\\",\\n CAST(\\\"V\\\" AS REAL) AS \\\"percentile_measure\\\"\\nFROM \\\"n20\\\"\\nGROUP BY CAST(\\\"V\\\" AS REAL)\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT. Since group_col and measure_col are both V, the 0.95 percentile within each V group is the group's numeric V value itself, so the query groups by numeric V and orders descending by that value.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_6b68545b9103e8bf/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_6b68545b9103e8bf/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..7d419e6c354582c6c720a6bc2e9011b84fcaec97 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_6b68545b9103e8bf/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n20", + "model": "v2-cli:codex", + "run_id": "v2q_n20_6b68545b9103e8bf", + "api_calls": 0, + "input_tokens": 13556, + "cached_input_tokens": 12672, + "output_tokens": 770, + "total_tokens": 14326, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 22360.94, + "sql_execution_elapsed_ms_total": 5.55, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_6b68545b9103e8bf/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_6cb08332bc44b69d/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_6cb08332bc44b69d/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..8fde9c265872d943d398bedaf60b6679e11afa31 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_6cb08332bc44b69d/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=V, measure_col=AP. +Result preview: [{"V": "35.85", "AP": "1021.99", "total_measure": 1021.99, "share_within_group": 100.0}, {"V": "36.43", "AP": "1023.42", "total_measure": 1023.42, "share_within_group": 100.0}, {"V": "36.54", "AP": "1007.93", "total_measure": 1007.93, "share_within_group": 100.0}, {"V": "37.86", "AP": "1022.44", "total_measure": 1022.44, "share_within_group": 100.0}, {"V": "37.9", "AP": "997.41", "total_measure": 997.41, "share_within_group": 100.0}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_6cb08332bc44b69d/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_6cb08332bc44b69d/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..f54c0542733d924f025696bb885913ec3125f81b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_6cb08332bc44b69d/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: n20 +-- 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_tpcds_within_group_share +-- query_record_id: v2q_n20_6cb08332bc44b69d +-- problem_id: v2p_n20_679dd1fa928db87a +-- realization_mode: agent +-- source_kind: agent +SELECT "V", "AP", + SUM(CAST("AP" AS REAL)) AS total_measure, + SUM(CAST("AP" AS REAL)) * 100.0 / SUM(SUM(CAST("AP" AS REAL))) OVER (PARTITION BY "V") AS share_within_group +FROM "n20" +GROUP BY "V", "AP" +ORDER BY share_within_group DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_6cb08332bc44b69d/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_6cb08332bc44b69d/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c1e1d4eee38aca9727bcf9970e9996f7b1fd4b9c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_6cb08332bc44b69d/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_tpcds_within_group_share\nSELECT \"V\", \"AP\",\n SUM(CAST(\"AP\" AS REAL)) AS total_measure,\n SUM(CAST(\"AP\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"AP\" AS REAL))) OVER (PARTITION BY \"V\") AS share_within_group\nFROM \"n20\"\nGROUP BY \"V\", \"AP\"\nORDER BY share_within_group DESC;", "result": "{\"query\": \"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"V\\\", \\\"AP\\\",\\n SUM(CAST(\\\"AP\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"AP\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"AP\\\" AS REAL))) OVER (PARTITION BY \\\"V\\\") AS share_within_group\\nFROM \\\"n20\\\"\\nGROUP BY \\\"V\\\", \\\"AP\\\"\\nORDER BY share_within_group DESC;\", \"columns\": [\"V\", \"AP\", \"total_measure\", \"share_within_group\"], \"rows\": [{\"V\": \"35.85\", \"AP\": \"1021.99\", \"total_measure\": 1021.99, \"share_within_group\": 100.0}, {\"V\": \"36.43\", \"AP\": \"1023.42\", \"total_measure\": 1023.42, \"share_within_group\": 100.0}, {\"V\": \"36.54\", \"AP\": \"1007.93\", \"total_measure\": 1007.93, \"share_within_group\": 100.0}, {\"V\": \"37.86\", \"AP\": \"1022.44\", \"total_measure\": 1022.44, \"share_within_group\": 100.0}, {\"V\": \"37.9\", \"AP\": \"997.41\", \"total_measure\": 997.41, \"share_within_group\": 100.0}, {\"V\": \"37.909999999999997\", \"AP\": \"1018.09\", \"total_measure\": 1018.09, \"share_within_group\": 100.0}, {\"V\": \"38.92\", \"AP\": \"1015.6\", \"total_measure\": 1015.6, \"share_within_group\": 100.0}, {\"V\": \"39.08\", \"AP\": \"1002.77\", \"total_measure\": 1002.77, \"share_within_group\": 100.0}, {\"V\": \"40.33\", \"AP\": \"1005.31\", \"total_measure\": 1005.31, \"share_within_group\": 100.0}, {\"V\": \"41.43\", \"AP\": \"1011.34\", \"total_measure\": 1011.34, \"share_within_group\": 100.0}, {\"V\": \"44.3\", \"AP\": \"1014.34\", \"total_measure\": 1014.34, \"share_within_group\": 100.0}, {\"V\": \"44.37\", \"AP\": \"1005.05\", \"total_measure\": 1005.05, \"share_within_group\": 100.0}, {\"V\": \"45.76\", \"AP\": \"1014.73\", \"total_measure\": 1014.73, \"share_within_group\": 100.0}, {\"V\": \"45.78\", \"AP\": \"1025.27\", \"total_measure\": 1025.27, \"share_within_group\": 100.0}, {\"V\": \"46.9\", \"AP\": \"1019.59\", \"total_measure\": 1019.59, \"share_within_group\": 100.0}, {\"V\": \"50.39\", \"AP\": \"1012.96\", \"total_measure\": 1012.96, \"share_within_group\": 100.0}, {\"V\": \"53.3\", \"AP\": \"1004.91\", \"total_measure\": 1004.91, \"share_within_group\": 100.0}, {\"V\": \"53.53\", \"AP\": \"1004.98\", \"total_measure\": 1004.98, \"share_within_group\": 100.0}, {\"V\": \"54.89\", \"AP\": \"1007.16\", \"total_measure\": 1007.16, \"share_within_group\": 100.0}, {\"V\": \"55.28\", \"AP\": \"1020.22\", \"total_measure\": 1020.22, \"share_within_group\": 100.0}, {\"V\": \"55.68\", \"AP\": \"1004.84\", \"total_measure\": 1004.84, \"share_within_group\": 100.0}, {\"V\": \"56.24\", \"AP\": \"1005.19\", \"total_measure\": 1005.19, \"share_within_group\": 100.0}, {\"V\": \"56.51\", \"AP\": \"1015.58\", \"total_measure\": 1015.58, \"share_within_group\": 100.0}, {\"V\": \"56.86\", \"AP\": \"1005.82\", \"total_measure\": 1005.82, \"share_within_group\": 100.0}, {\"V\": \"57.35\", \"AP\": \"1005.63\", \"total_measure\": 1005.63, \"share_within_group\": 100.0}, {\"V\": \"57.55\", \"AP\": \"1004.77\", \"total_measure\": 1004.77, \"share_within_group\": 100.0}, {\"V\": \"57.82\", \"AP\": \"1004.81\", \"total_measure\": 1004.81, \"share_within_group\": 100.0}, {\"V\": \"60.06\", \"AP\": \"1005.86\", \"total_measure\": 1005.86, \"share_within_group\": 100.0}, {\"V\": \"61.85\", \"AP\": \"1005.45\", \"total_measure\": 1005.45, \"share_within_group\": 100.0}, {\"V\": \"62.34\", \"AP\": \"1005.28\", \"total_measure\": 1005.28, \"share_within_group\": 100.0}, {\"V\": \"64.09\", \"AP\": \"1005.41\", \"total_measure\": 1005.41, \"share_within_group\": 100.0}, {\"V\": \"64.34\", \"AP\": \"1007.12\", \"total_measure\": 1007.12, \"share_within_group\": 100.0}, {\"V\": \"65.75\", \"AP\": \"1006.45\", \"total_measure\": 1006.45, \"share_within_group\": 100.0}, {\"V\": \"66.849999999999994\", \"AP\": \"1011.11\", \"total_measure\": 1011.11, \"share_within_group\": 100.0}, {\"V\": \"67.98\", \"AP\": \"1006.01\", \"total_measure\": 1006.01, \"share_within_group\": 100.0}, {\"V\": \"68.37\", \"AP\": \"1006.5\", \"total_measure\": 1006.5, \"share_within_group\": 100.0}, {\"V\": \"70.09\", \"AP\": \"1006.56\", \"total_measure\": 1006.56, \"share_within_group\": 100.0}, {\"V\": \"73.11\", \"AP\": \"1006.66\", \"total_measure\": 1006.66, \"share_within_group\": 100.0}, {\"V\": \"73.459999999999994\", \"AP\": \"1006.61\", \"total_measure\": 1006.61, \"share_within_group\": 100.0}, {\"V\": \"76.16\", \"AP\": \"1006.2\", \"total_measure\": 1006.2, \"share_within_group\": 100.0}, {\"V\": \"78.11\", \"AP\": \"1006.73\", \"total_measure\": 1006.73, \"share_within_group\": 100.0}, {\"V\": \"80.25\", \"AP\": \"1006.38\", \"total_measure\": 1006.38, \"share_within_group\": 100.0}, {\"V\": \"81.56\", \"AP\": \"1006.57\", \"total_measure\": 1006.57, \"share_within_group\": 100.0}, {\"V\": \"58.71\", \"AP\": \"1009.8\", \"total_measure\": 2019.6, \"share_within_group\": 66.6677670127255}, {\"V\": \"47.24\", \"AP\": \"1015.75\", \"total_measure\": 1015.75, \"share_within_group\": 50.29610703427513}, {\"V\": \"38.53\", \"AP\": \"1010.95\", \"total_measure\": 1010.95, \"share_within_group\": 50.04083653013241}, {\"V\": \"67.510000000000005\", \"AP\": \"1012.38\", \"total_measure\": 1012.38, \"share_within_group\": 50.02223473955708}, {\"V\": \"51.61\", \"AP\": \"1010.91\", \"total_measure\": 1010.91, \"share_within_group\": 50.01979198622478}, {\"V\": \"46\", \"AP\": \"1002.74\", \"total_measure\": 1002.74, \"share_within_group\": 50.01346673715921}, {\"V\": \"57.69\", \"AP\": \"1007.91\", \"total_measure\": 1007.91, \"share_within_group\": 50.011908660573404}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 36.74}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_6cb08332bc44b69d/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_6cb08332bc44b69d/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..050fb2451f2467032d2c725d18ed1157768c2a78 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_6cb08332bc44b69d/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "n20", + "started_at": "2026-05-19T15:34:49.978491+00:00", + "ended_at": "2026-05-19T15:35:00.291005+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n20_6cb08332bc44b69d", + "problem_id": "v2p_n20_679dd1fa928db87a", + "dataset_id": "n20", + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=V, measure_col=AP.", + "bindings": { + "group_col": "V", + "measure_col": "AP", + "item_col": "AP", + "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": 1015.48, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "item_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=rule", + "problem_index_within_template=3", + "sql_variant_index=2/2", + "binding_index=26" + ], + "template_selection_mode": "rule", + "selected_template_rank": 3, + "problem_index_within_template": 3, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/sql/v2q_n20_6cb08332bc44b69d.sql", + "usage_summary": { + "dataset_id": "n20", + "model": "v2-cli:codex", + "run_id": "v2q_n20_6cb08332bc44b69d", + "api_calls": 0, + "input_tokens": 13636, + "cached_input_tokens": 12032, + "output_tokens": 464, + "total_tokens": 14100, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10271.91, + "sql_execution_elapsed_ms_total": 36.74, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_6cb08332bc44b69d/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_6cb08332bc44b69d/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_6cb08332bc44b69d/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..696b3faa878aeba838fe5dcd2f683cf50fa8ad11 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_6cb08332bc44b69d/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:35:00.252285+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": 10271.91, "started_at": "2026-05-19T15:34:49.979487+00:00", "ended_at": "2026-05-19T15:35:00.251425+00:00", "prompt_metrics": {"chars": 4945, "bytes_utf8": 4945, "lines": 158, "estimated_tokens": null}, "response_metrics": {"chars": 522, "bytes_utf8": 522, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13636, "cached_input_tokens": 12032, "output_tokens": 464, "reasoning_output_tokens": 309}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"V\\\", \\\"AP\\\",\\n SUM(CAST(\\\"AP\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"AP\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"AP\\\" AS REAL))) OVER (PARTITION BY \\\"V\\\") AS share_within_group\\nFROM \\\"n20\\\"\\nGROUP BY \\\"V\\\", \\\"AP\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Used the required template with group_col=\\\"V\\\", item_col=\\\"AP\\\", and measure_col=\\\"AP\\\" exactly as bound. Cast \\\"AP\\\" to REAL because the schema stores numeric values as TEXT in SQLite.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_6cb08332bc44b69d/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_6cb08332bc44b69d/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..897659130db095190a75531046ef7605a727294b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_6cb08332bc44b69d/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n20", + "model": "v2-cli:codex", + "run_id": "v2q_n20_6cb08332bc44b69d", + "api_calls": 0, + "input_tokens": 13636, + "cached_input_tokens": 12032, + "output_tokens": 464, + "total_tokens": 14100, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10271.91, + "sql_execution_elapsed_ms_total": 36.74, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_6cb08332bc44b69d/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_6fe919d3b9062ce1/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_6fe919d3b9062ce1/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..ade50f921172cb5249423e3ce073e07afde7a3f4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_6fe919d3b9062ce1/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=AT. +Result preview: [{"empirical_cdf_at_threshold": 0.7504180602006689}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_6fe919d3b9062ce1/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_6fe919d3b9062ce1/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..3680a24fe92c693e8a9179c5268e1fa42b89f81b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_6fe919d3b9062ce1/generated_sql.sql @@ -0,0 +1,15 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: n20 +-- 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_threshold_rarity_cdf +-- query_record_id: v2q_n20_6fe919d3b9062ce1 +-- problem_id: v2p_n20_7970c44ebcf41535 +-- realization_mode: agent +-- source_kind: agent +SELECT AVG(CASE WHEN CAST("AT" AS REAL) <= 25.72 THEN 1.0 ELSE 0.0 END) AS "empirical_cdf_at_threshold" +FROM "n20"; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_6fe919d3b9062ce1/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_6fe919d3b9062ce1/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7519bb40b387fd4d4093e9fd247c771b05b1a411 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_6fe919d3b9062ce1/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_threshold_rarity_cdf.\nSELECT AVG(CASE WHEN CAST(\"AT\" AS REAL) <= 25.72 THEN 1.0 ELSE 0.0 END) AS \"empirical_cdf_at_threshold\"\nFROM \"n20\";", "result": "{\"query\": \"-- template_id: tpl_threshold_rarity_cdf.\\nSELECT AVG(CASE WHEN CAST(\\\"AT\\\" AS REAL) <= 25.72 THEN 1.0 ELSE 0.0 END) AS \\\"empirical_cdf_at_threshold\\\"\\nFROM \\\"n20\\\";\", \"columns\": [\"empirical_cdf_at_threshold\"], \"rows\": [{\"empirical_cdf_at_threshold\": 0.7504180602006689}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.15}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_6fe919d3b9062ce1/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_6fe919d3b9062ce1/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..68e2439bbed2ccf3b455be68681ac0d5ff54e8e2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_6fe919d3b9062ce1/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "n20", + "started_at": "2026-05-19T16:02:40.521203+00:00", + "ended_at": "2026-05-19T16:02:52.774379+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n20_6fe919d3b9062ce1", + "problem_id": "v2p_n20_7970c44ebcf41535", + "dataset_id": "n20", + "template_id": "tpl_threshold_rarity_cdf", + "template_name": "Threshold Rarity CDF", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=AT.", + "bindings": { + "measure_col": "AT", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 25.72, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=rule", + "problem_index_within_template=5", + "sql_variant_index=1/1", + "binding_index=112" + ], + "template_selection_mode": "rule", + "selected_template_rank": 10, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/sql/v2q_n20_6fe919d3b9062ce1.sql", + "usage_summary": { + "dataset_id": "n20", + "model": "v2-cli:codex", + "run_id": "v2q_n20_6fe919d3b9062ce1", + "api_calls": 0, + "input_tokens": 13509, + "cached_input_tokens": 12672, + "output_tokens": 625, + "total_tokens": 14134, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12247.04, + "sql_execution_elapsed_ms_total": 2.15, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_6fe919d3b9062ce1/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_6fe919d3b9062ce1/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_6fe919d3b9062ce1/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a0815f6284bea3e9cb5f6e8d66c695ca2d751519 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_6fe919d3b9062ce1/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T16:02:52.770877+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": 12247.04, "started_at": "2026-05-19T16:02:40.523035+00:00", "ended_at": "2026-05-19T16:02:52.770116+00:00", "prompt_metrics": {"chars": 4493, "bytes_utf8": 4493, "lines": 154, "estimated_tokens": null}, "response_metrics": {"chars": 366, "bytes_utf8": 366, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13509, "cached_input_tokens": 12672, "output_tokens": 625, "reasoning_output_tokens": 516}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_threshold_rarity_cdf.\\nSELECT AVG(CASE WHEN CAST(\\\"AT\\\" AS REAL) <= 25.72 THEN 1.0 ELSE 0.0 END) AS \\\"empirical_cdf_at_threshold\\\"\\nFROM \\\"n20\\\";\",\"notes\":\"Uses the Threshold Rarity CDF template with measure_col bound to AT and measure_threshold fixed at 25.72, casting \\\"AT\\\" from TEXT to REAL for correct numeric comparison in SQLite.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_6fe919d3b9062ce1/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_6fe919d3b9062ce1/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..69c710a378822af5e028dc5bfcf9c431f6c61f7a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_6fe919d3b9062ce1/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n20", + "model": "v2-cli:codex", + "run_id": "v2q_n20_6fe919d3b9062ce1", + "api_calls": 0, + "input_tokens": 13509, + "cached_input_tokens": 12672, + "output_tokens": 625, + "total_tokens": 14134, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12247.04, + "sql_execution_elapsed_ms_total": 2.15, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_6fe919d3b9062ce1/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_702630aaca96903d/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_702630aaca96903d/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..13a4886bdc5082458fe93e7f82230f31764a524f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_702630aaca96903d/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=V, condition_col=PE. +Result preview: [{"V": "67.25", "condition_ratio": 0.0}, {"V": "67.45", "condition_ratio": 0.0}, {"V": "70.400000000000006", "condition_ratio": 0.0}, {"V": "71.319999999999993", "condition_ratio": 0.0}, {"V": "71.58", "condition_ratio": 0.0}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_702630aaca96903d/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_702630aaca96903d/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..6b1cedd9547d87c0e98659b30553b7f497eb6b10 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_702630aaca96903d/generated_sql.sql @@ -0,0 +1,24 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: n20 +-- 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_n20_702630aaca96903d +-- problem_id: v2p_n20_b73181a0a9537028 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "V", + SUM(CASE WHEN "PE" = '468.8' THEN 1 ELSE 0 END) AS numerator_count, + SUM(CASE WHEN "PE" = '434.01' THEN 1 ELSE 0 END) AS denominator_count + FROM "n20" + GROUP BY "V" +) +SELECT "V", + 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_a/n20/artifacts/v2q_n20_702630aaca96903d/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_702630aaca96903d/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a85bad06c2c870760fbdf328e072de823cbc52fb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_702630aaca96903d/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 \"V\",\n SUM(CASE WHEN \"PE\" = '468.8' THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN \"PE\" = '434.01' THEN 1 ELSE 0 END) AS denominator_count\n FROM \"n20\"\n GROUP BY \"V\"\n)\nSELECT \"V\",\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 \\\"V\\\",\\n SUM(CASE WHEN \\\"PE\\\" = '468.8' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"PE\\\" = '434.01' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"n20\\\"\\n GROUP BY \\\"V\\\"\\n)\\nSELECT \\\"V\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\", \"columns\": [\"V\", \"condition_ratio\"], \"rows\": [{\"V\": \"67.25\", \"condition_ratio\": 0.0}, {\"V\": \"67.45\", \"condition_ratio\": 0.0}, {\"V\": \"70.400000000000006\", \"condition_ratio\": 0.0}, {\"V\": \"71.319999999999993\", \"condition_ratio\": 0.0}, {\"V\": \"71.58\", \"condition_ratio\": 0.0}, {\"V\": \"74.900000000000006\", \"condition_ratio\": 0.0}, {\"V\": \"76.2\", \"condition_ratio\": 0.0}, {\"V\": \"79.05\", \"condition_ratio\": 0.0}, {\"V\": \"25.36\", \"condition_ratio\": null}, {\"V\": \"25.88\", \"condition_ratio\": null}, {\"V\": \"34.03\", \"condition_ratio\": null}, {\"V\": \"34.69\", \"condition_ratio\": null}, {\"V\": \"35.19\", \"condition_ratio\": null}, {\"V\": \"35.4\", \"condition_ratio\": null}, {\"V\": \"35.47\", \"condition_ratio\": null}, {\"V\": \"35.57\", \"condition_ratio\": null}, {\"V\": \"35.71\", \"condition_ratio\": null}, {\"V\": \"35.76\", \"condition_ratio\": null}, {\"V\": \"35.770000000000003\", \"condition_ratio\": null}, {\"V\": \"35.79\", \"condition_ratio\": null}, {\"V\": \"35.85\", \"condition_ratio\": null}, {\"V\": \"36.08\", \"condition_ratio\": null}, {\"V\": \"36.18\", \"condition_ratio\": null}, {\"V\": \"36.24\", \"condition_ratio\": null}, {\"V\": \"36.25\", \"condition_ratio\": null}, {\"V\": \"36.299999999999997\", \"condition_ratio\": null}, {\"V\": \"36.43\", \"condition_ratio\": null}, {\"V\": \"36.54\", \"condition_ratio\": null}, {\"V\": \"36.659999999999997\", \"condition_ratio\": null}, {\"V\": \"36.71\", \"condition_ratio\": null}, {\"V\": \"36.99\", \"condition_ratio\": null}, {\"V\": \"37.14\", \"condition_ratio\": null}, {\"V\": \"37.200000000000003\", \"condition_ratio\": null}, {\"V\": \"37.36\", \"condition_ratio\": null}, {\"V\": \"37.49\", \"condition_ratio\": null}, {\"V\": \"37.5\", \"condition_ratio\": null}, {\"V\": \"37.64\", \"condition_ratio\": null}, {\"V\": \"37.700000000000003\", \"condition_ratio\": null}, {\"V\": \"37.729999999999997\", \"condition_ratio\": null}, {\"V\": \"37.799999999999997\", \"condition_ratio\": null}, {\"V\": \"37.83\", \"condition_ratio\": null}, {\"V\": \"37.85\", \"condition_ratio\": null}, {\"V\": \"37.86\", \"condition_ratio\": null}, {\"V\": \"37.869999999999997\", \"condition_ratio\": null}, {\"V\": \"37.9\", \"condition_ratio\": null}, {\"V\": \"37.909999999999997\", \"condition_ratio\": null}, {\"V\": \"37.92\", \"condition_ratio\": null}, {\"V\": \"38.01\", \"condition_ratio\": null}, {\"V\": \"38.06\", \"condition_ratio\": null}, {\"V\": \"38.08\", \"condition_ratio\": null}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 12.28}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_702630aaca96903d/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_702630aaca96903d/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..ee78bc75189e9c9d78c2df2a00e7c1cae89e7df1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_702630aaca96903d/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "n20", + "started_at": "2026-05-19T15:39:24.562083+00:00", + "ended_at": "2026-05-19T15:39:38.418662+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n20_702630aaca96903d", + "problem_id": "v2p_n20_b73181a0a9537028", + "dataset_id": "n20", + "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=V, condition_col=PE.", + "bindings": { + "group_col": "V", + "condition_col": "PE", + "condition_value": "468.8", + "positive_value": "468.8", + "negative_value": "434.01", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 25.72, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=rule", + "problem_index_within_template=5", + "sql_variant_index=1/1", + "binding_index=40" + ], + "template_selection_mode": "rule", + "selected_template_rank": 4, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/sql/v2q_n20_702630aaca96903d.sql", + "usage_summary": { + "dataset_id": "n20", + "model": "v2-cli:codex", + "run_id": "v2q_n20_702630aaca96903d", + "api_calls": 0, + "input_tokens": 13733, + "cached_input_tokens": 12032, + "output_tokens": 501, + "total_tokens": 14234, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13838.77, + "sql_execution_elapsed_ms_total": 12.28, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_702630aaca96903d/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_702630aaca96903d/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_702630aaca96903d/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..608a5a0cbe46e0a5edb3ad7fc2e9ba2598d583f3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_702630aaca96903d/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:39:38.403689+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": 13838.77, "started_at": "2026-05-19T15:39:24.563556+00:00", "ended_at": "2026-05-19T15:39:38.402358+00:00", "prompt_metrics": {"chars": 5361, "bytes_utf8": 5361, "lines": 159, "estimated_tokens": null}, "response_metrics": {"chars": 628, "bytes_utf8": 628, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13733, "cached_input_tokens": 12032, "output_tokens": 501, "reasoning_output_tokens": 322}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH grouped AS (\\n SELECT \\\"V\\\",\\n SUM(CASE WHEN \\\"PE\\\" = '468.8' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"PE\\\" = '434.01' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"n20\\\"\\n GROUP BY \\\"V\\\"\\n)\\nSELECT \\\"V\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\",\"notes\":\"Used the provided grouped ratio template with group_col=\\\"V\\\" and condition_col=\\\"PE\\\", comparing the fixed positive_value '468.8' against negative_value '434.01'.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_702630aaca96903d/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_702630aaca96903d/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..388699e3846c45e38690ad89bd3e5eae65c9f898 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_702630aaca96903d/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n20", + "model": "v2-cli:codex", + "run_id": "v2q_n20_702630aaca96903d", + "api_calls": 0, + "input_tokens": 13733, + "cached_input_tokens": 12032, + "output_tokens": 501, + "total_tokens": 14234, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13838.77, + "sql_execution_elapsed_ms_total": 12.28, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_702630aaca96903d/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_70e71f3bd67c0fbd/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_70e71f3bd67c0fbd/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..dd1f647d3223bf1e605a8baeafe65a89dd7ab2e4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_70e71f3bd67c0fbd/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"PE": "468.8", "support": 9, "avg_response": 15.78111111111111}, {"PE": "434.01", "support": 8, "avg_response": 29.56375}, {"PE": "442.78", "support": 8, "avg_response": 24.46875}, {"PE": "447.06", "support": 8, "avg_response": 22.64}, {"PE": "436.64", "support": 7, "avg_response": 28.004285714285714}]} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_70e71f3bd67c0fbd/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_70e71f3bd67c0fbd/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..45fbbe060669dfbcb8b828a80d8d2a0ea3e33aa4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_70e71f3bd67c0fbd/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: n20 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n20_70e71f3bd67c0fbd +-- problem_id: v2p_n20_7ca763d3201f0d06 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "PE", + COUNT(*) AS support, + AVG("AT") AS avg_response +FROM "n20" +GROUP BY "PE" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_70e71f3bd67c0fbd/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_70e71f3bd67c0fbd/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d389b0890adc9cf5764afb07d28d04439e17ba11 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_70e71f3bd67c0fbd/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_a\n-- sql_source_dataset_id: n20\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n20_70e71f3bd67c0fbd\n-- problem_id: v2p_n20_7ca763d3201f0d06\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"PE\",\n COUNT(*) AS support,\n AVG(\"AT\") AS avg_response\nFROM \"n20\"\nGROUP BY \"PE\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v2\\n-- sql_source_label: v2_current\\n-- sql_source_run_id: v2_cli_20260502_081223_a\\n-- sql_source_dataset_id: n20\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n20_70e71f3bd67c0fbd\\n-- problem_id: v2p_n20_7ca763d3201f0d06\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"PE\\\",\\n COUNT(*) AS support,\\n AVG(\\\"AT\\\") AS avg_response\\nFROM \\\"n20\\\"\\nGROUP BY \\\"PE\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"PE\", \"support\", \"avg_response\"], \"rows\": [{\"PE\": \"468.8\", \"support\": 9, \"avg_response\": 15.78111111111111}, {\"PE\": \"434.01\", \"support\": 8, \"avg_response\": 29.56375}, {\"PE\": \"442.78\", \"support\": 8, \"avg_response\": 24.46875}, {\"PE\": \"447.06\", \"support\": 8, \"avg_response\": 22.64}, {\"PE\": \"436.64\", \"support\": 7, \"avg_response\": 28.004285714285714}, {\"PE\": \"437.55\", \"support\": 7, \"avg_response\": 27.187142857142856}, {\"PE\": \"438.5\", \"support\": 7, \"avg_response\": 26.240000000000002}, {\"PE\": \"440.26\", \"support\": 7, \"avg_response\": 26.16142857142857}, {\"PE\": \"440.96\", \"support\": 7, \"avg_response\": 26.02285714285714}, {\"PE\": \"443.66\", \"support\": 7, \"avg_response\": 25.455714285714286}, {\"PE\": \"441.9\", \"support\": 7, \"avg_response\": 24.681428571428572}, {\"PE\": \"446.05\", \"support\": 7, \"avg_response\": 24.26571428571429}, {\"PE\": \"447.16\", \"support\": 7, \"avg_response\": 22.594285714285714}, {\"PE\": \"462.6\", \"support\": 7, \"avg_response\": 15.23857142857143}, {\"PE\": \"466.2\", \"support\": 7, \"avg_response\": 15.134285714285713}, {\"PE\": \"468.87\", \"support\": 7, \"avg_response\": 14.444285714285714}, {\"PE\": \"430.46\", \"support\": 6, \"avg_response\": 30.125}, {\"PE\": \"431.77\", \"support\": 6, \"avg_response\": 29.233333333333334}, {\"PE\": \"434.64\", \"support\": 6, \"avg_response\": 28.765}, {\"PE\": \"436.37\", \"support\": 6, \"avg_response\": 28.731666666666666}, {\"PE\": \"435.04\", \"support\": 6, \"avg_response\": 28.310000000000002}, {\"PE\": \"439.14\", \"support\": 6, \"avg_response\": 27.91333333333333}, {\"PE\": \"435.75\", \"support\": 6, \"avg_response\": 27.8}, {\"PE\": \"436.16\", \"support\": 6, \"avg_response\": 27.76}, {\"PE\": \"436.89\", \"support\": 6, \"avg_response\": 27.7}, {\"PE\": \"435.56\", \"support\": 6, \"avg_response\": 27.564999999999998}, {\"PE\": \"438.42\", \"support\": 6, \"avg_response\": 27.560000000000002}, {\"PE\": \"440.74\", \"support\": 6, \"avg_response\": 27.453333333333333}, {\"PE\": \"438.24\", \"support\": 6, \"avg_response\": 27.346666666666668}, {\"PE\": \"437.62\", \"support\": 6, \"avg_response\": 27.08666666666667}, {\"PE\": \"441.3\", \"support\": 6, \"avg_response\": 26.156666666666666}, {\"PE\": \"439.06\", \"support\": 6, \"avg_response\": 25.776666666666667}, {\"PE\": \"434.47\", \"support\": 6, \"avg_response\": 25.27}, {\"PE\": \"441.51\", \"support\": 6, \"avg_response\": 25.215}, {\"PE\": \"443.75\", \"support\": 6, \"avg_response\": 25.08}, {\"PE\": \"440.75\", \"support\": 6, \"avg_response\": 24.78833333333333}, {\"PE\": \"439.66\", \"support\": 6, \"avg_response\": 24.695000000000004}, {\"PE\": \"438.08\", \"support\": 6, \"avg_response\": 24.498333333333335}, {\"PE\": \"444.19\", \"support\": 6, \"avg_response\": 24.191666666666666}, {\"PE\": \"445.1\", \"support\": 6, \"avg_response\": 23.21666666666667}, {\"PE\": \"444.9\", \"support\": 6, \"avg_response\": 22.27}, {\"PE\": \"444.69\", \"support\": 6, \"avg_response\": 22.23}, {\"PE\": \"450.07\", \"support\": 6, \"avg_response\": 22.013333333333332}, {\"PE\": \"452.82\", \"support\": 6, \"avg_response\": 19.151666666666667}, {\"PE\": \"458.67\", \"support\": 6, \"avg_response\": 17.043333333333333}, {\"PE\": \"465.89\", \"support\": 6, \"avg_response\": 14.936666666666667}, {\"PE\": \"464.7\", \"support\": 6, \"avg_response\": 13.96}, {\"PE\": \"469.34\", \"support\": 6, \"avg_response\": 13.126666666666667}, {\"PE\": \"475.13\", \"support\": 6, \"avg_response\": 12.0}, {\"PE\": \"480.38\", \"support\": 6, \"avg_response\": 8.59}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 6.5}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_70e71f3bd67c0fbd/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_70e71f3bd67c0fbd/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..a099fd9ce1bd664359347274574f817fd7fea662 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_70e71f3bd67c0fbd/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "n20", + "started_at": "2026-05-19T16:07:40.720485+00:00", + "ended_at": "2026-05-19T16:07:40.727703+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n20_70e71f3bd67c0fbd", + "problem_id": "v2p_n20_7ca763d3201f0d06", + "dataset_id": "n20", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=AT, key_col=PE.", + "bindings": { + "key_col": "PE", + "measure_col": "AT", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=10", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 10, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/sql/v2q_n20_70e71f3bd67c0fbd.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_a/n20/artifacts/v2q_n20_70e71f3bd67c0fbd/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_70e71f3bd67c0fbd/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_70e71f3bd67c0fbd/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_a/n20/artifacts/v2q_n20_725f73ce9cc6f5de/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_725f73ce9cc6f5de/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..15dc0524f9550e73d0e1c9582765a740e61d597c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_725f73ce9cc6f5de/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 4539, "bytes_utf8": 4539, "lines": 156, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 341, "bytes_utf8": 341, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13518, "cached_input_tokens": 12672, "output_tokens": 322, "reasoning_output_tokens": 228}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_725f73ce9cc6f5de/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_725f73ce9cc6f5de/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..35cc9173607cf15e12e6865a28c7b7d640050012 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_725f73ce9cc6f5de/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": "n20", + "model": "v2-cli:codex", + "run_id": "v2q_n20_725f73ce9cc6f5de", + "api_calls": 0, + "input_tokens": 13518, + "cached_input_tokens": 12672, + "output_tokens": 322, + "total_tokens": 13840, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 9118.57, + "sql_execution_elapsed_ms_total": 7.35, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_725f73ce9cc6f5de/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_725f73ce9cc6f5de/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_725f73ce9cc6f5de/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..277a4aafdc549f5754b56ff8391574c21aa3b353 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_725f73ce9cc6f5de/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": "2026-05-19T15:30:15.639135+00:00", + "ended_at": "2026-05-19T15:30:24.757734+00:00", + "elapsed_ms": 9118.57, + "prompt_metrics": { + "chars": 4539, + "bytes_utf8": 4539, + "lines": 156, + "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": 341, + "bytes_utf8": 341, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13518, + "cached_input_tokens": 12672, + "output_tokens": 322, + "reasoning_output_tokens": 228 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_725f73ce9cc6f5de/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_725f73ce9cc6f5de/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..faf27718a75c6a79433af53bc32f6db567a7d290 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_725f73ce9cc6f5de/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,156 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n20 +- dataset_name: Combined Cycle Power Plant +- table_name: n20 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 4 feature columns and target `PE`. +- task_type: regression +- target_column: PE +- main_row_count: 9568 +- important_fields: +- AT: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for AT. +- V: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'subgroup_candidate'] desc=Numeric field for V. +- AP: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for AP. +- RH: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for RH. +- PE: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for PE. +- useful_field_combinations: [['V', 'AT', 'PE'], ['AT', 'V', 'PE']] +- fields_requiring_caution: ['PE', 'AT', 'V', 'AP'] +- source_url: https://archive.ics.uci.edu/dataset/294/combined+cycle+power+plant + +SQLite schema snapshot: +{ + "table_name": "n20", + "quoted_table_name": "\"n20\"", + "row_count": 9568, + "columns": [ + { + "name": "AT", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "AP", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PE", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "AT": "14.96", + "V": "41.76", + "AP": "1024.07", + "RH": "73.17", + "PE": "463.26" + }, + { + "AT": "25.18", + "V": "62.96", + "AP": "1020.04", + "RH": "59.08", + "PE": "444.37" + }, + { + "AT": "5.1100000000000003", + "V": "39.4", + "AP": "1012.16", + "RH": "92.14", + "PE": "488.56" + }, + { + "AT": "20.86", + "V": "57.32", + "AP": "1010.24", + "RH": "76.64", + "PE": "446.48" + }, + { + "AT": "10.82", + "V": "37.5", + "AP": "1009.23", + "RH": "96.62", + "PE": "473.9" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_h2o_group_sum", + "template_name": "Grouped Numeric Sum", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n20", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=V, measure_col=V.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "V", + "measure_col": "V", + "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": 66.54, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_725f73ce9cc6f5de/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_725f73ce9cc6f5de/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..daa433a7d1f05073c7789ee4e9c389fadf929b2c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_725f73ce9cc6f5de/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40db-eede-74d1-8632-f673f9a3768c"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"V\\\", SUM(CAST(\\\"V\\\" AS REAL)) AS total_measure\\nFROM \\\"n20\\\"\\nGROUP BY \\\"V\\\"\\nORDER BY total_measure DESC;\",\"notes\":\"Applied the grouped numeric sum template with group_col=\\\"V\\\" and measure_col=\\\"V\\\". CAST to REAL is used because the SQLite schema stores numeric-looking fields as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13518,"cached_input_tokens":12672,"output_tokens":322,"reasoning_output_tokens":228}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_725f73ce9cc6f5de/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_725f73ce9cc6f5de/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4c395b7519d43e1a1cba6e2d4cba3e391da22a0d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_725f73ce9cc6f5de/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_h2o_group_sum\nSELECT \"V\", SUM(CAST(\"V\" AS REAL)) AS total_measure\nFROM \"n20\"\nGROUP BY \"V\"\nORDER BY total_measure DESC;","notes":"Applied the grouped numeric sum template with group_col=\"V\" and measure_col=\"V\". CAST to REAL is used because the SQLite schema stores numeric-looking fields as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_725f73ce9cc6f5de/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_725f73ce9cc6f5de/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_759225f6b39cdc16/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_759225f6b39cdc16/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f3b3dc720486b7395a7f214971c8c433a796fd95 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_759225f6b39cdc16/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 4950, "bytes_utf8": 4950, "lines": 158, "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": 512, "bytes_utf8": 512, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13637, "cached_input_tokens": 12032, "output_tokens": 674, "reasoning_output_tokens": 516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_759225f6b39cdc16/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_759225f6b39cdc16/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..ff2504175a11df3503afc1465e60784487a1389d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_759225f6b39cdc16/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": "n20", + "model": "v2-cli:codex", + "run_id": "v2q_n20_759225f6b39cdc16", + "api_calls": 0, + "input_tokens": 13637, + "cached_input_tokens": 12032, + "output_tokens": 674, + "total_tokens": 14311, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15199.23, + "sql_execution_elapsed_ms_total": 29.76, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_759225f6b39cdc16/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_759225f6b39cdc16/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_759225f6b39cdc16/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..c230f74d6e015bb954f0cde2c0a491665d036039 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_759225f6b39cdc16/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": "2026-05-19T15:35:17.380268+00:00", + "ended_at": "2026-05-19T15:35:32.579522+00:00", + "elapsed_ms": 15199.23, + "prompt_metrics": { + "chars": 4950, + "bytes_utf8": 4950, + "lines": 158, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 898, + "bytes_utf8": 898, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 512, + "bytes_utf8": 512, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13637, + "cached_input_tokens": 12032, + "output_tokens": 674, + "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_a/n20/artifacts/v2q_n20_759225f6b39cdc16/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_759225f6b39cdc16/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4b3f382cd35075726d0421b05db2eee465107b6e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_759225f6b39cdc16/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,158 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n20 +- dataset_name: Combined Cycle Power Plant +- table_name: n20 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 4 feature columns and target `PE`. +- task_type: regression +- target_column: PE +- main_row_count: 9568 +- important_fields: +- AT: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for AT. +- V: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'subgroup_candidate'] desc=Numeric field for V. +- AP: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for AP. +- RH: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for RH. +- PE: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for PE. +- useful_field_combinations: [['V', 'AT', 'PE'], ['AT', 'V', 'PE']] +- fields_requiring_caution: ['PE', 'AT', 'V', 'AP'] +- source_url: https://archive.ics.uci.edu/dataset/294/combined+cycle+power+plant + +SQLite schema snapshot: +{ + "table_name": "n20", + "quoted_table_name": "\"n20\"", + "row_count": 9568, + "columns": [ + { + "name": "AT", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "AP", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PE", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "AT": "14.96", + "V": "41.76", + "AP": "1024.07", + "RH": "73.17", + "PE": "463.26" + }, + { + "AT": "25.18", + "V": "62.96", + "AP": "1020.04", + "RH": "59.08", + "PE": "444.37" + }, + { + "AT": "5.1100000000000003", + "V": "39.4", + "AP": "1012.16", + "RH": "92.14", + "PE": "488.56" + }, + { + "AT": "20.86", + "V": "57.32", + "AP": "1010.24", + "RH": "76.64", + "PE": "446.48" + }, + { + "AT": "10.82", + "V": "37.5", + "AP": "1009.23", + "RH": "96.62", + "PE": "473.9" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "required_roles": [ + "group_col", + "item_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n20", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=V, measure_col=RH.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "V", + "measure_col": "RH", + "item_col": "RH", + "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": 81.4522, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_759225f6b39cdc16/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_759225f6b39cdc16/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f0613fbb0e2325b1df15a0c18a2205176f059841 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_759225f6b39cdc16/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e0-8995-7612-ae4d-d0d77385e0d1"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT\\n \\\"V\\\",\\n \\\"RH\\\",\\n SUM(CAST(\\\"RH\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"RH\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"RH\\\" AS REAL))) OVER (PARTITION BY \\\"V\\\") AS share_within_group\\nFROM \\\"n20\\\"\\nGROUP BY \\\"V\\\", \\\"RH\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Uses the requested template with group_col=\\\"V\\\", item_col=\\\"RH\\\", and measure_col=\\\"RH\\\". Because the schema stores numeric fields as TEXT, \\\"RH\\\" is cast to REAL for aggregation.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13637,"cached_input_tokens":12032,"output_tokens":674,"reasoning_output_tokens":516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_759225f6b39cdc16/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_759225f6b39cdc16/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c8d1e83ed78d4b5afeb43ce4414e5a5baa4a0317 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_759225f6b39cdc16/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT\n \"V\",\n \"RH\",\n SUM(CAST(\"RH\" AS REAL)) AS total_measure,\n SUM(CAST(\"RH\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"RH\" AS REAL))) OVER (PARTITION BY \"V\") AS share_within_group\nFROM \"n20\"\nGROUP BY \"V\", \"RH\"\nORDER BY share_within_group DESC;","notes":"Uses the requested template with group_col=\"V\", item_col=\"RH\", and measure_col=\"RH\". Because the schema stores numeric fields as TEXT, \"RH\" is cast to REAL for aggregation."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_759225f6b39cdc16/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_759225f6b39cdc16/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_75dc0133f69dc7d2/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_75dc0133f69dc7d2/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8a131d1ec709c0fec80212725fcfa530c70d53ba --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_75dc0133f69dc7d2/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 4543, "bytes_utf8": 4543, "lines": 154, "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": 338, "bytes_utf8": 338, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13528, "cached_input_tokens": 12672, "output_tokens": 313, "reasoning_output_tokens": 214}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_75dc0133f69dc7d2/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_75dc0133f69dc7d2/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..bb662fb659bed3c1ceba2133a255b68709d08693 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_75dc0133f69dc7d2/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": "n20", + "model": "v2-cli:codex", + "run_id": "v2q_n20_75dc0133f69dc7d2", + "api_calls": 0, + "input_tokens": 13528, + "cached_input_tokens": 12672, + "output_tokens": 313, + "total_tokens": 13841, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 8163.53, + "sql_execution_elapsed_ms_total": 10.68, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_75dc0133f69dc7d2/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_75dc0133f69dc7d2/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_75dc0133f69dc7d2/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..4f32462e2185873cbe41da48ea13a9f0e7e7b07b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_75dc0133f69dc7d2/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:04:28.281263+00:00", + "ended_at": "2026-05-19T16:04:36.444838+00:00", + "elapsed_ms": 8163.53, + "prompt_metrics": { + "chars": 4543, + "bytes_utf8": 4543, + "lines": 154, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 691, + "bytes_utf8": 691, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 338, + "bytes_utf8": 338, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13528, + "cached_input_tokens": 12672, + "output_tokens": 313, + "reasoning_output_tokens": 214 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_75dc0133f69dc7d2/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_75dc0133f69dc7d2/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ce2009391bb62c902fa6288e099ba04f9be3898e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_75dc0133f69dc7d2/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,154 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n20 +- dataset_name: Combined Cycle Power Plant +- table_name: n20 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 4 feature columns and target `PE`. +- task_type: regression +- target_column: PE +- main_row_count: 9568 +- important_fields: +- AT: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for AT. +- V: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'subgroup_candidate'] desc=Numeric field for V. +- AP: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for AP. +- RH: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for RH. +- PE: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for PE. +- useful_field_combinations: [['V', 'AT', 'PE'], ['AT', 'V', 'PE']] +- fields_requiring_caution: ['PE', 'AT', 'V', 'AP'] +- source_url: https://archive.ics.uci.edu/dataset/294/combined+cycle+power+plant + +SQLite schema snapshot: +{ + "table_name": "n20", + "quoted_table_name": "\"n20\"", + "row_count": 9568, + "columns": [ + { + "name": "AT", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "AP", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PE", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "AT": "14.96", + "V": "41.76", + "AP": "1024.07", + "RH": "73.17", + "PE": "463.26" + }, + { + "AT": "25.18", + "V": "62.96", + "AP": "1020.04", + "RH": "59.08", + "PE": "444.37" + }, + { + "AT": "5.1100000000000003", + "V": "39.4", + "AP": "1012.16", + "RH": "92.14", + "PE": "488.56" + }, + { + "AT": "20.86", + "V": "57.32", + "AP": "1010.24", + "RH": "76.64", + "PE": "446.48" + }, + { + "AT": "10.82", + "V": "37.5", + "AP": "1009.23", + "RH": "96.62", + "PE": "473.9" + } + ] +} + +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": "n20", + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=V.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "V", + "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": 84.83, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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_a/n20/artifacts/v2q_n20_75dc0133f69dc7d2/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_75dc0133f69dc7d2/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..871fd34edfbe642fc2f2e21b1992937e8343a502 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_75dc0133f69dc7d2/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fb-4137-70c3-b1d7-b6e49fea6fc7"} +{"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 \\\"V\\\",\\n COUNT(*) AS support\\nFROM \\\"n20\\\"\\nGROUP BY \\\"V\\\"\\nORDER BY support ASC, \\\"V\\\"\\nLIMIT 13;\",\"notes\":\"Uses the Low-Support Group Count template with group_col bound to \\\"V\\\" and top_k=13, returning the 13 exact V values with the smallest support counts.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13528,"cached_input_tokens":12672,"output_tokens":313,"reasoning_output_tokens":214}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_75dc0133f69dc7d2/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_75dc0133f69dc7d2/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2d36c65fcbf08e91b95ea40986d43acc12bd82f0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_75dc0133f69dc7d2/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"V\",\n COUNT(*) AS support\nFROM \"n20\"\nGROUP BY \"V\"\nORDER BY support ASC, \"V\"\nLIMIT 13;","notes":"Uses the Low-Support Group Count template with group_col bound to \"V\" and top_k=13, returning the 13 exact V values with the smallest support counts."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_75dc0133f69dc7d2/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_75dc0133f69dc7d2/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_761c2e07f7a9e4b3/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_761c2e07f7a9e4b3/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..323072cf51fe2f32bbc0b4a709640aaebd32e96a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_761c2e07f7a9e4b3/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=RH. +Result preview: [{"empirical_cdf_at_threshold": 0.7501045150501672}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_761c2e07f7a9e4b3/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_761c2e07f7a9e4b3/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..b99a94a9fcc3e4a7d732ea1def2be6b00913c88f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_761c2e07f7a9e4b3/generated_sql.sql @@ -0,0 +1,15 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: n20 +-- 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_threshold_rarity_cdf +-- query_record_id: v2q_n20_761c2e07f7a9e4b3 +-- problem_id: v2p_n20_4c0648df9540a32d +-- realization_mode: agent +-- source_kind: agent +SELECT AVG(CASE WHEN CAST("RH" AS REAL) <= 84.83 THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold +FROM "n20"; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_761c2e07f7a9e4b3/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_761c2e07f7a9e4b3/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..94476c2f717b81f43452e708544b2e0582bc76b4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_761c2e07f7a9e4b3/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_threshold_rarity_cdf\nSELECT AVG(CASE WHEN CAST(\"RH\" AS REAL) <= 84.83 THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM \"n20\";", "result": "{\"query\": \"-- template_id: tpl_threshold_rarity_cdf\\nSELECT AVG(CASE WHEN CAST(\\\"RH\\\" AS REAL) <= 84.83 THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\\nFROM \\\"n20\\\";\", \"columns\": [\"empirical_cdf_at_threshold\"], \"rows\": [{\"empirical_cdf_at_threshold\": 0.7501045150501672}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.17}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_761c2e07f7a9e4b3/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_761c2e07f7a9e4b3/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..2ff89584845eac98d5c00ef03600a7ae47865d00 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_761c2e07f7a9e4b3/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "n20", + "started_at": "2026-05-19T16:03:20.988437+00:00", + "ended_at": "2026-05-19T16:03:28.305769+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n20_761c2e07f7a9e4b3", + "problem_id": "v2p_n20_4c0648df9540a32d", + "dataset_id": "n20", + "template_id": "tpl_threshold_rarity_cdf", + "template_name": "Threshold Rarity CDF", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=RH.", + "bindings": { + "measure_col": "RH", + "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": 84.83, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=rule", + "problem_index_within_template=8", + "sql_variant_index=1/1", + "binding_index=115" + ], + "template_selection_mode": "rule", + "selected_template_rank": 10, + "problem_index_within_template": 8, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/sql/v2q_n20_761c2e07f7a9e4b3.sql", + "usage_summary": { + "dataset_id": "n20", + "model": "v2-cli:codex", + "run_id": "v2q_n20_761c2e07f7a9e4b3", + "api_calls": 0, + "input_tokens": 13509, + "cached_input_tokens": 12032, + "output_tokens": 249, + "total_tokens": 13758, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 7311.08, + "sql_execution_elapsed_ms_total": 2.17, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_761c2e07f7a9e4b3/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_761c2e07f7a9e4b3/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_761c2e07f7a9e4b3/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..aa964da0a7426c21c163fd1e8df4ff32bf86a581 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_761c2e07f7a9e4b3/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T16:03:28.302292+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": 7311.08, "started_at": "2026-05-19T16:03:20.990287+00:00", "ended_at": "2026-05-19T16:03:28.301404+00:00", "prompt_metrics": {"chars": 4492, "bytes_utf8": 4492, "lines": 154, "estimated_tokens": null}, "response_metrics": {"chars": 359, "bytes_utf8": 359, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13509, "cached_input_tokens": 12032, "output_tokens": 249, "reasoning_output_tokens": 146}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_threshold_rarity_cdf\\nSELECT AVG(CASE WHEN CAST(\\\"RH\\\" AS REAL) <= 84.83 THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\\nFROM \\\"n20\\\";\",\"notes\":\"Applied the Threshold Rarity CDF template with measure_col bound to \\\"RH\\\" and measure_threshold fixed at 84.83; cast \\\"RH\\\" to REAL because the schema stores numeric values as TEXT.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_761c2e07f7a9e4b3/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_761c2e07f7a9e4b3/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..c8d598bb4abee617aafe8411cb2f89246370dc27 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_761c2e07f7a9e4b3/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n20", + "model": "v2-cli:codex", + "run_id": "v2q_n20_761c2e07f7a9e4b3", + "api_calls": 0, + "input_tokens": 13509, + "cached_input_tokens": 12032, + "output_tokens": 249, + "total_tokens": 13758, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 7311.08, + "sql_execution_elapsed_ms_total": 2.17, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_761c2e07f7a9e4b3/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_782d172559a648d3/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_782d172559a648d3/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..07b60d4898e1b72fe2366f38ce13b5893995db61 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_782d172559a648d3/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 4543, "bytes_utf8": 4543, "lines": 154, "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": 13531, "cached_input_tokens": 12032, "output_tokens": 516, "reasoning_output_tokens": 419}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_782d172559a648d3/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_782d172559a648d3/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..bb038f0de49fbdd4c37eac5ae2bce800fb1b66f0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_782d172559a648d3/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": "n20", + "model": "v2-cli:codex", + "run_id": "v2q_n20_782d172559a648d3", + "api_calls": 0, + "input_tokens": 13531, + "cached_input_tokens": 12032, + "output_tokens": 516, + "total_tokens": 14047, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11657.77, + "sql_execution_elapsed_ms_total": 10.68, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_782d172559a648d3/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_782d172559a648d3/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_782d172559a648d3/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..32a16ee1aff90bebf74a210a210e5bff3a73a123 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_782d172559a648d3/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:03:28.307163+00:00", + "ended_at": "2026-05-19T16:03:39.964969+00:00", + "elapsed_ms": 11657.77, + "prompt_metrics": { + "chars": 4543, + "bytes_utf8": 4543, + "lines": 154, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 688, + "bytes_utf8": 688, + "lines": 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": 13531, + "cached_input_tokens": 12032, + "output_tokens": 516, + "reasoning_output_tokens": 419 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_782d172559a648d3/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_782d172559a648d3/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f03a601a9f77d1325678f2c0574040f04b648f1f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_782d172559a648d3/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,154 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n20 +- dataset_name: Combined Cycle Power Plant +- table_name: n20 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 4 feature columns and target `PE`. +- task_type: regression +- target_column: PE +- main_row_count: 9568 +- important_fields: +- AT: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for AT. +- V: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'subgroup_candidate'] desc=Numeric field for V. +- AP: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for AP. +- RH: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for RH. +- PE: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for PE. +- useful_field_combinations: [['V', 'AT', 'PE'], ['AT', 'V', 'PE']] +- fields_requiring_caution: ['PE', 'AT', 'V', 'AP'] +- source_url: https://archive.ics.uci.edu/dataset/294/combined+cycle+power+plant + +SQLite schema snapshot: +{ + "table_name": "n20", + "quoted_table_name": "\"n20\"", + "row_count": 9568, + "columns": [ + { + "name": "AT", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "AP", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PE", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "AT": "14.96", + "V": "41.76", + "AP": "1024.07", + "RH": "73.17", + "PE": "463.26" + }, + { + "AT": "25.18", + "V": "62.96", + "AP": "1020.04", + "RH": "59.08", + "PE": "444.37" + }, + { + "AT": "5.1100000000000003", + "V": "39.4", + "AP": "1012.16", + "RH": "92.14", + "PE": "488.56" + }, + { + "AT": "20.86", + "V": "57.32", + "AP": "1010.24", + "RH": "76.64", + "PE": "446.48" + }, + { + "AT": "10.82", + "V": "37.5", + "AP": "1009.23", + "RH": "96.62", + "PE": "473.9" + } + ] +} + +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": "n20", + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=V.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "V", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 25.72, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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_a/n20/artifacts/v2q_n20_782d172559a648d3/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_782d172559a648d3/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..0172955ab442069476a1dc54401fbd4cf592a8f3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_782d172559a648d3/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fa-56bc-7351-af15-b0f03eda4b4e"} +{"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 \\\"V\\\",\\n COUNT(*) AS \\\"support\\\"\\nFROM \\\"n20\\\"\\nGROUP BY \\\"V\\\"\\nORDER BY \\\"support\\\" ASC, \\\"V\\\"\\nLIMIT 10;\",\"notes\":\"Applies the Low-Support Group Count template with group_col bound to \\\"V\\\", returning the 10 least-supported exact \\\"V\\\" groups.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13531,"cached_input_tokens":12032,"output_tokens":516,"reasoning_output_tokens":419}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_782d172559a648d3/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_782d172559a648d3/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7bed7204f861896d3df4c8f7b6c249e9edb1f925 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_782d172559a648d3/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"V\",\n COUNT(*) AS \"support\"\nFROM \"n20\"\nGROUP BY \"V\"\nORDER BY \"support\" ASC, \"V\"\nLIMIT 10;","notes":"Applies the Low-Support Group Count template with group_col bound to \"V\", returning the 10 least-supported exact \"V\" groups."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_782d172559a648d3/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_782d172559a648d3/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_78d298eabb5461ef/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_78d298eabb5461ef/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..74f201a400377d10ba848c0ee1eac1424ac900ed --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_78d298eabb5461ef/cli/conversation.jsonl @@ -0,0 +1,4 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 4495, "bytes_utf8": 4495, "lines": 154, "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": 4495, "bytes_utf8": 4495, "lines": 154, "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": 363, "bytes_utf8": 363, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13510, "cached_input_tokens": 12032, "output_tokens": 257, "reasoning_output_tokens": 150}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_78d298eabb5461ef/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_78d298eabb5461ef/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..3233854d117d9f837990b1dcf38477f7c3609a0b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_78d298eabb5461ef/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": "n20", + "model": "v2-cli:codex", + "run_id": "v2q_n20_78d298eabb5461ef", + "api_calls": 0, + "input_tokens": 13510, + "cached_input_tokens": 12032, + "output_tokens": 257, + "total_tokens": 13767, + "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": 11157.76, + "sql_execution_elapsed_ms_total": 2.76, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_78d298eabb5461ef/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_78d298eabb5461ef/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_78d298eabb5461ef/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..acdf3446a290bc987a606edb691d43561421f095 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_78d298eabb5461ef/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:02:20.355040+00:00", + "ended_at": "2026-05-19T16:02:23.591183+00:00", + "elapsed_ms": 3236.11, + "returncode": 1, + "prompt_metrics": { + "chars": 4495, + "bytes_utf8": 4495, + "lines": 154, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_78d298eabb5461ef/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_78d298eabb5461ef/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..aff06b21277a76cb6911d6be919ad4162f771bd9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_78d298eabb5461ef/cli/sql_attempt_2.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:02:24.592734+00:00", + "ended_at": "2026-05-19T16:02:32.514427+00:00", + "elapsed_ms": 7921.65, + "prompt_metrics": { + "chars": 4495, + "bytes_utf8": 4495, + "lines": 154, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 711, + "bytes_utf8": 711, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 363, + "bytes_utf8": 363, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13510, + "cached_input_tokens": 12032, + "output_tokens": 257, + "reasoning_output_tokens": 150 + } + }, + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_78d298eabb5461ef/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_78d298eabb5461ef/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..50b6b395218b162e29a7c1657485240b8edca010 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_78d298eabb5461ef/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,154 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n20 +- dataset_name: Combined Cycle Power Plant +- table_name: n20 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 4 feature columns and target `PE`. +- task_type: regression +- target_column: PE +- main_row_count: 9568 +- important_fields: +- AT: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for AT. +- V: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'subgroup_candidate'] desc=Numeric field for V. +- AP: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for AP. +- RH: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for RH. +- PE: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for PE. +- useful_field_combinations: [['V', 'AT', 'PE'], ['AT', 'V', 'PE']] +- fields_requiring_caution: ['PE', 'AT', 'V', 'AP'] +- source_url: https://archive.ics.uci.edu/dataset/294/combined+cycle+power+plant + +SQLite schema snapshot: +{ + "table_name": "n20", + "quoted_table_name": "\"n20\"", + "row_count": 9568, + "columns": [ + { + "name": "AT", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "AP", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PE", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "AT": "14.96", + "V": "41.76", + "AP": "1024.07", + "RH": "73.17", + "PE": "463.26" + }, + { + "AT": "25.18", + "V": "62.96", + "AP": "1020.04", + "RH": "59.08", + "PE": "444.37" + }, + { + "AT": "5.1100000000000003", + "V": "39.4", + "AP": "1012.16", + "RH": "92.14", + "PE": "488.56" + }, + { + "AT": "20.86", + "V": "57.32", + "AP": "1010.24", + "RH": "76.64", + "PE": "446.48" + }, + { + "AT": "10.82", + "V": "37.5", + "AP": "1009.23", + "RH": "96.62", + "PE": "473.9" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_threshold_rarity_cdf", + "template_name": "Threshold Rarity CDF", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n20", + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=AP.", + "planned_template_id": "tpl_threshold_rarity_cdf", + "bindings": { + "measure_col": "AP", + "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": 1017.26, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_78d298eabb5461ef/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_78d298eabb5461ef/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..50b6b395218b162e29a7c1657485240b8edca010 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_78d298eabb5461ef/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,154 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n20 +- dataset_name: Combined Cycle Power Plant +- table_name: n20 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 4 feature columns and target `PE`. +- task_type: regression +- target_column: PE +- main_row_count: 9568 +- important_fields: +- AT: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for AT. +- V: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'subgroup_candidate'] desc=Numeric field for V. +- AP: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for AP. +- RH: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for RH. +- PE: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for PE. +- useful_field_combinations: [['V', 'AT', 'PE'], ['AT', 'V', 'PE']] +- fields_requiring_caution: ['PE', 'AT', 'V', 'AP'] +- source_url: https://archive.ics.uci.edu/dataset/294/combined+cycle+power+plant + +SQLite schema snapshot: +{ + "table_name": "n20", + "quoted_table_name": "\"n20\"", + "row_count": 9568, + "columns": [ + { + "name": "AT", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "AP", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PE", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "AT": "14.96", + "V": "41.76", + "AP": "1024.07", + "RH": "73.17", + "PE": "463.26" + }, + { + "AT": "25.18", + "V": "62.96", + "AP": "1020.04", + "RH": "59.08", + "PE": "444.37" + }, + { + "AT": "5.1100000000000003", + "V": "39.4", + "AP": "1012.16", + "RH": "92.14", + "PE": "488.56" + }, + { + "AT": "20.86", + "V": "57.32", + "AP": "1010.24", + "RH": "76.64", + "PE": "446.48" + }, + { + "AT": "10.82", + "V": "37.5", + "AP": "1009.23", + "RH": "96.62", + "PE": "473.9" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_threshold_rarity_cdf", + "template_name": "Threshold Rarity CDF", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n20", + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=AP.", + "planned_template_id": "tpl_threshold_rarity_cdf", + "bindings": { + "measure_col": "AP", + "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": 1017.26, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_78d298eabb5461ef/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_78d298eabb5461ef/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..4750a73ab344a80fc91d55c9179298a98fcc98cc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_78d298eabb5461ef/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f9-4d57-7492-bc82-e9e20a177c57"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_78d298eabb5461ef/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_78d298eabb5461ef/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..016d296dc76c490611a775a5db9b1fdf54f30ff6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_78d298eabb5461ef/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f9-4d57-7492-bc82-e9e20a177c57"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_78d298eabb5461ef/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_78d298eabb5461ef/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..be031869c68fafb69e860a14696d2106183c8b34 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_78d298eabb5461ef/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f9-5df9-7ff1-9e08-f238a4214852"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_threshold_rarity_cdf\\nSELECT AVG(CASE WHEN CAST(\\\"AP\\\" AS REAL) <= 1017.26 THEN 1 ELSE 0 END) AS \\\"empirical_cdf_at_threshold\\\"\\nFROM \\\"n20\\\";\",\"notes\":\"Used the planned Threshold Rarity CDF template with measure_col bound to \\\"AP\\\" and measure_threshold 1017.26. Cast \\\"AP\\\" to REAL because the schema stores numeric fields as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13510,"cached_input_tokens":12032,"output_tokens":257,"reasoning_output_tokens":150}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_78d298eabb5461ef/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_78d298eabb5461ef/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..c3dda07ebfa5ec0754a6dc07f82c0d29cceb9ee4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_78d298eabb5461ef/cli/sql_response_attempt_2.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_threshold_rarity_cdf\nSELECT AVG(CASE WHEN CAST(\"AP\" AS REAL) <= 1017.26 THEN 1 ELSE 0 END) AS \"empirical_cdf_at_threshold\"\nFROM \"n20\";","notes":"Used the planned Threshold Rarity CDF template with measure_col bound to \"AP\" and measure_threshold 1017.26. Cast \"AP\" to REAL because the schema stores numeric fields as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_78d298eabb5461ef/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_78d298eabb5461ef/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_78d298eabb5461ef/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_78d298eabb5461ef/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_7d8581d0c3789765/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_7d8581d0c3789765/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..ce30bd102bdf613b2aca462ec48fbb2b0309afa3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_7d8581d0c3789765/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=V, measure_col=V. +Result preview: [{"V_group": 25.36, "V_item": 25.36, "total_measure": 177.51999999999998, "share_within_group": 100.00000000000001}, {"V_group": 36.66, "V_item": 36.66, "total_measure": 366.59999999999997, "share_within_group": 100.00000000000001}, {"V_group": 37.49, "V_item": 37.49, "total_measure": 412.39000000000004, "share_within_group": 100.00000000000001}, {"V_group": 38.08, "V_item": 38.08, "total_measure": 342.71999999999997, "share_within_group": 100.00000000000001}, {"V_group": 39.58, "V_item": 39.58, "total_measure": 712.4399999999999, "share_within_group": 100.00000000000001}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_7d8581d0c3789765/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_7d8581d0c3789765/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..a13888069e3def49c197b02de37291840988ed63 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_7d8581d0c3789765/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: n20 +-- 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_tpcds_within_group_share +-- query_record_id: v2q_n20_7d8581d0c3789765 +-- problem_id: v2p_n20_8ba32885b310b0f4 +-- realization_mode: agent +-- source_kind: agent +SELECT + CAST("V" AS REAL) AS "V_group", + CAST("V" AS REAL) AS "V_item", + SUM(CAST("V" AS REAL)) AS "total_measure", + SUM(CAST("V" AS REAL)) * 100.0 / SUM(SUM(CAST("V" AS REAL))) OVER (PARTITION BY CAST("V" AS REAL)) AS "share_within_group" +FROM "n20" +GROUP BY CAST("V" AS REAL), CAST("V" AS REAL) +ORDER BY "share_within_group" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_7d8581d0c3789765/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_7d8581d0c3789765/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..388eeaa3ded78f91845aaedede8c504ea63870c0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_7d8581d0c3789765/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_tpcds_within_group_share\nSELECT\n CAST(\"V\" AS REAL) AS \"V_group\",\n CAST(\"V\" AS REAL) AS \"V_item\",\n SUM(CAST(\"V\" AS REAL)) AS \"total_measure\",\n SUM(CAST(\"V\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"V\" AS REAL))) OVER (PARTITION BY CAST(\"V\" AS REAL)) AS \"share_within_group\"\nFROM \"n20\"\nGROUP BY CAST(\"V\" AS REAL), CAST(\"V\" AS REAL)\nORDER BY \"share_within_group\" DESC;", "result": "{\"query\": \"-- template_id: tpl_tpcds_within_group_share\\nSELECT\\n CAST(\\\"V\\\" AS REAL) AS \\\"V_group\\\",\\n CAST(\\\"V\\\" AS REAL) AS \\\"V_item\\\",\\n SUM(CAST(\\\"V\\\" AS REAL)) AS \\\"total_measure\\\",\\n SUM(CAST(\\\"V\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"V\\\" AS REAL))) OVER (PARTITION BY CAST(\\\"V\\\" AS REAL)) AS \\\"share_within_group\\\"\\nFROM \\\"n20\\\"\\nGROUP BY CAST(\\\"V\\\" AS REAL), CAST(\\\"V\\\" AS REAL)\\nORDER BY \\\"share_within_group\\\" DESC;\", \"columns\": [\"V_group\", \"V_item\", \"total_measure\", \"share_within_group\"], \"rows\": [{\"V_group\": 25.36, \"V_item\": 25.36, \"total_measure\": 177.51999999999998, \"share_within_group\": 100.00000000000001}, {\"V_group\": 36.66, \"V_item\": 36.66, \"total_measure\": 366.59999999999997, \"share_within_group\": 100.00000000000001}, {\"V_group\": 37.49, \"V_item\": 37.49, \"total_measure\": 412.39000000000004, \"share_within_group\": 100.00000000000001}, {\"V_group\": 38.08, \"V_item\": 38.08, \"total_measure\": 342.71999999999997, \"share_within_group\": 100.00000000000001}, {\"V_group\": 39.58, \"V_item\": 39.58, \"total_measure\": 712.4399999999999, \"share_within_group\": 100.00000000000001}, {\"V_group\": 41.16, \"V_item\": 41.16, \"total_measure\": 1646.3999999999999, \"share_within_group\": 100.00000000000001}, {\"V_group\": 41.26, \"V_item\": 41.26, \"total_measure\": 1567.8799999999999, \"share_within_group\": 100.00000000000001}, {\"V_group\": 41.4, \"V_item\": 41.4, \"total_measure\": 952.1999999999999, \"share_within_group\": 100.00000000000001}, {\"V_group\": 43.41, \"V_item\": 43.41, \"total_measure\": 694.56, \"share_within_group\": 100.00000000000001}, {\"V_group\": 43.43, \"V_item\": 43.43, \"total_measure\": 738.31, \"share_within_group\": 100.00000000000001}, {\"V_group\": 43.65, \"V_item\": 43.65, \"total_measure\": 785.6999999999999, \"share_within_group\": 100.00000000000001}, {\"V_group\": 44.66, \"V_item\": 44.66, \"total_measure\": 89.32, \"share_within_group\": 100.00000000000001}, {\"V_group\": 45.08, \"V_item\": 45.08, \"total_measure\": 811.4399999999999, \"share_within_group\": 100.00000000000001}, {\"V_group\": 51.3, \"V_item\": 51.3, \"total_measure\": 718.1999999999999, \"share_within_group\": 100.00000000000001}, {\"V_group\": 58.12, \"V_item\": 58.12, \"total_measure\": 755.56, \"share_within_group\": 100.00000000000001}, {\"V_group\": 58.59, \"V_item\": 58.59, \"total_measure\": 1347.5700000000002, \"share_within_group\": 100.00000000000001}, {\"V_group\": 58.62, \"V_item\": 58.62, \"total_measure\": 703.4399999999999, \"share_within_group\": 100.00000000000001}, {\"V_group\": 59.87, \"V_item\": 59.87, \"total_measure\": 1436.8799999999999, \"share_within_group\": 100.00000000000001}, {\"V_group\": 60.07, \"V_item\": 60.07, \"total_measure\": 1381.61, \"share_within_group\": 100.00000000000001}, {\"V_group\": 63.09, \"V_item\": 63.09, \"total_measure\": 1451.0700000000002, \"share_within_group\": 100.00000000000001}, {\"V_group\": 63.31, \"V_item\": 63.31, \"total_measure\": 1392.8200000000002, \"share_within_group\": 100.00000000000001}, {\"V_group\": 63.87, \"V_item\": 63.87, \"total_measure\": 702.5699999999999, \"share_within_group\": 100.00000000000001}, {\"V_group\": 65.06, \"V_item\": 65.06, \"total_measure\": 1431.3200000000002, \"share_within_group\": 100.00000000000001}, {\"V_group\": 65.46, \"V_item\": 65.46, \"total_measure\": 1440.12, \"share_within_group\": 100.00000000000001}, {\"V_group\": 67.71, \"V_item\": 67.71, \"total_measure\": 1489.62, \"share_within_group\": 100.00000000000001}, {\"V_group\": 69.71, \"V_item\": 69.71, \"total_measure\": 1533.62, \"share_within_group\": 100.00000000000001}, {\"V_group\": 69.98, \"V_item\": 69.98, \"total_measure\": 1469.5800000000002, \"share_within_group\": 100.00000000000001}, {\"V_group\": 70.72, \"V_item\": 70.72, \"total_measure\": 1485.12, \"share_within_group\": 100.00000000000001}, {\"V_group\": 70.98, \"V_item\": 70.98, \"total_measure\": 1490.5800000000002, \"share_within_group\": 100.00000000000001}, {\"V_group\": 71.73, \"V_item\": 71.73, \"total_measure\": 1578.0600000000002, \"share_within_group\": 100.00000000000001}, {\"V_group\": 71.85, \"V_item\": 71.85, \"total_measure\": 1724.3999999999999, \"share_within_group\": 100.00000000000001}, {\"V_group\": 72.86, \"V_item\": 72.86, \"total_measure\": 874.3199999999999, \"share_within_group\": 100.00000000000001}, {\"V_group\": 73.18, \"V_item\": 73.18, \"total_measure\": 1756.3200000000002, \"share_within_group\": 100.00000000000001}, {\"V_group\": 73.77, \"V_item\": 73.77, \"total_measure\": 663.93, \"share_within_group\": 100.00000000000001}, {\"V_group\": 25.88, \"V_item\": 25.88, \"total_measure\": 155.28, \"share_within_group\": 100.0}, {\"V_group\": 34.03, \"V_item\": 34.03, \"total_measure\": 442.39, \"share_within_group\": 100.0}, {\"V_group\": 34.69, \"V_item\": 34.69, \"total_measure\": 277.52, \"share_within_group\": 100.0}, {\"V_group\": 35.19, \"V_item\": 35.19, \"total_measure\": 351.9, \"share_within_group\": 100.0}, {\"V_group\": 35.4, \"V_item\": 35.4, \"total_measure\": 141.6, \"share_within_group\": 100.0}, {\"V_group\": 35.47, \"V_item\": 35.47, \"total_measure\": 354.7, \"share_within_group\": 100.0}, {\"V_group\": 35.57, \"V_item\": 35.57, \"total_measure\": 391.27, \"share_within_group\": 100.0}, {\"V_group\": 35.71, \"V_item\": 35.71, \"total_measure\": 285.68, \"share_within_group\": 100.0}, {\"V_group\": 35.76, \"V_item\": 35.76, \"total_measure\": 321.84, \"share_within_group\": 100.0}, {\"V_group\": 35.77, \"V_item\": 35.77, \"total_measure\": 393.47, \"share_within_group\": 100.0}, {\"V_group\": 35.79, \"V_item\": 35.79, \"total_measure\": 393.69, \"share_within_group\": 100.0}, {\"V_group\": 35.85, \"V_item\": 35.85, \"total_measure\": 35.85, \"share_within_group\": 100.0}, {\"V_group\": 36.18, \"V_item\": 36.18, \"total_measure\": 325.62, \"share_within_group\": 100.0}, {\"V_group\": 36.25, \"V_item\": 36.25, \"total_measure\": 362.5, \"share_within_group\": 100.0}, {\"V_group\": 36.3, \"V_item\": 36.3, \"total_measure\": 617.0999999999999, \"share_within_group\": 100.0}, {\"V_group\": 36.43, \"V_item\": 36.43, \"total_measure\": 36.43, \"share_within_group\": 100.0}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 10.67}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_7d8581d0c3789765/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_7d8581d0c3789765/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..5a36c0f40f87f24146f33c7fcc9f1274aa4948cc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_7d8581d0c3789765/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "n20", + "started_at": "2026-05-19T15:33:49.639618+00:00", + "ended_at": "2026-05-19T15:34:27.794557+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n20_7d8581d0c3789765", + "problem_id": "v2p_n20_8ba32885b310b0f4", + "dataset_id": "n20", + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=V, measure_col=V.", + "bindings": { + "group_col": "V", + "measure_col": "V", + "item_col": "V", + "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": 66.54, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "item_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=rule", + "problem_index_within_template=2", + "sql_variant_index=1/2", + "binding_index=25" + ], + "template_selection_mode": "rule", + "selected_template_rank": 3, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/sql/v2q_n20_7d8581d0c3789765.sql", + "usage_summary": { + "dataset_id": "n20", + "model": "v2-cli:codex", + "run_id": "v2q_n20_7d8581d0c3789765", + "api_calls": 0, + "input_tokens": 13635, + "cached_input_tokens": 12672, + "output_tokens": 1492, + "total_tokens": 15127, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 38140.93, + "sql_execution_elapsed_ms_total": 10.67, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_7d8581d0c3789765/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_7d8581d0c3789765/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_7d8581d0c3789765/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f73834ac60bb02bf5133ebd6068fdd6995e8fc4e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_7d8581d0c3789765/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:34:27.782236+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": 38140.93, "started_at": "2026-05-19T15:33:49.640478+00:00", "ended_at": "2026-05-19T15:34:27.781436+00:00", "prompt_metrics": {"chars": 4938, "bytes_utf8": 4938, "lines": 158, "estimated_tokens": null}, "response_metrics": {"chars": 666, "bytes_utf8": 666, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13635, "cached_input_tokens": 12672, "output_tokens": 1492, "reasoning_output_tokens": 1286}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT\\n CAST(\\\"V\\\" AS REAL) AS \\\"V_group\\\",\\n CAST(\\\"V\\\" AS REAL) AS \\\"V_item\\\",\\n SUM(CAST(\\\"V\\\" AS REAL)) AS \\\"total_measure\\\",\\n SUM(CAST(\\\"V\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"V\\\" AS REAL))) OVER (PARTITION BY CAST(\\\"V\\\" AS REAL)) AS \\\"share_within_group\\\"\\nFROM \\\"n20\\\"\\nGROUP BY CAST(\\\"V\\\" AS REAL), CAST(\\\"V\\\" AS REAL)\\nORDER BY \\\"share_within_group\\\" DESC;\",\"notes\":\"Casts \\\"V\\\" from TEXT to REAL for SQLite numeric aggregation. Because both group_col and item_col are bound to \\\"V\\\", each distinct V value is its own within-group item, so share_within_group will evaluate to 100.0 for each row.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_7d8581d0c3789765/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_7d8581d0c3789765/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..962e5daedf274d167d731f47ca81384cd821b041 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_7d8581d0c3789765/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n20", + "model": "v2-cli:codex", + "run_id": "v2q_n20_7d8581d0c3789765", + "api_calls": 0, + "input_tokens": 13635, + "cached_input_tokens": 12672, + "output_tokens": 1492, + "total_tokens": 15127, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 38140.93, + "sql_execution_elapsed_ms_total": 10.67, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_7d8581d0c3789765/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_808b55c37adb8870/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_808b55c37adb8870/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..472014fa3c9e4397247c4f9116810bd00c019aac --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_808b55c37adb8870/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 4623, "bytes_utf8": 4623, "lines": 156, "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": 371, "bytes_utf8": 371, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13528, "cached_input_tokens": 12032, "output_tokens": 323, "reasoning_output_tokens": 220}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_808b55c37adb8870/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_808b55c37adb8870/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..f0006299b3f2032f68cc666d3e0368c353e5c106 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_808b55c37adb8870/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": "n20", + "model": "v2-cli:codex", + "run_id": "v2q_n20_808b55c37adb8870", + "api_calls": 0, + "input_tokens": 13528, + "cached_input_tokens": 12032, + "output_tokens": 323, + "total_tokens": 13851, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 9571.81, + "sql_execution_elapsed_ms_total": 21.5, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_808b55c37adb8870/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_808b55c37adb8870/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_808b55c37adb8870/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..6b800361635c72712d908ebc7c65c34ae573d17d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_808b55c37adb8870/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": "2026-05-19T15:41:41.559163+00:00", + "ended_at": "2026-05-19T15:41:51.131029+00:00", + "elapsed_ms": 9571.81, + "prompt_metrics": { + "chars": 4623, + "bytes_utf8": 4623, + "lines": 156, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 730, + "bytes_utf8": 730, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 371, + "bytes_utf8": 371, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13528, + "cached_input_tokens": 12032, + "output_tokens": 323, + "reasoning_output_tokens": 220 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_808b55c37adb8870/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_808b55c37adb8870/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..da26e4a9a5cf2fb273a21de795100ca4dc325761 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_808b55c37adb8870/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,156 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n20 +- dataset_name: Combined Cycle Power Plant +- table_name: n20 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 4 feature columns and target `PE`. +- task_type: regression +- target_column: PE +- main_row_count: 9568 +- important_fields: +- AT: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for AT. +- V: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'subgroup_candidate'] desc=Numeric field for V. +- AP: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for AP. +- RH: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for RH. +- PE: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for PE. +- useful_field_combinations: [['V', 'AT', 'PE'], ['AT', 'V', 'PE']] +- fields_requiring_caution: ['PE', 'AT', 'V', 'AP'] +- source_url: https://archive.ics.uci.edu/dataset/294/combined+cycle+power+plant + +SQLite schema snapshot: +{ + "table_name": "n20", + "quoted_table_name": "\"n20\"", + "row_count": 9568, + "columns": [ + { + "name": "AT", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "AP", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PE", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "AT": "14.96", + "V": "41.76", + "AP": "1024.07", + "RH": "73.17", + "PE": "463.26" + }, + { + "AT": "25.18", + "V": "62.96", + "AP": "1020.04", + "RH": "59.08", + "PE": "444.37" + }, + { + "AT": "5.1100000000000003", + "V": "39.4", + "AP": "1012.16", + "RH": "92.14", + "PE": "488.56" + }, + { + "AT": "20.86", + "V": "57.32", + "AP": "1010.24", + "RH": "76.64", + "PE": "446.48" + }, + { + "AT": "10.82", + "V": "37.5", + "AP": "1009.23", + "RH": "96.62", + "PE": "473.9" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n20", + "question": "Use template Window Partition Average to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=V, measure_col=RH.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "V", + "measure_col": "RH", + "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": 84.83, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_808b55c37adb8870/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_808b55c37adb8870/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..355386fcc910365d710c8a980fa903cd28a56c5e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_808b55c37adb8870/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e6-6630-7840-9ed1-ce7644970ad3"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT\\n \\\"V\\\",\\n AVG(CAST(\\\"RH\\\" AS REAL)) OVER (PARTITION BY \\\"V\\\") AS avg_measure\\nFROM \\\"n20\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the Window Partition Average template with group_col=\\\"V\\\" and measure_col=\\\"RH\\\". CAST(\\\"RH\\\" AS REAL) is needed because the schema stores numeric values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13528,"cached_input_tokens":12032,"output_tokens":323,"reasoning_output_tokens":220}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_808b55c37adb8870/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_808b55c37adb8870/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b395211c0e260c323d2cff298aca25dda729c68f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_808b55c37adb8870/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT\n \"V\",\n AVG(CAST(\"RH\" AS REAL)) OVER (PARTITION BY \"V\") AS avg_measure\nFROM \"n20\"\nORDER BY avg_measure DESC;","notes":"Used the Window Partition Average template with group_col=\"V\" and measure_col=\"RH\". CAST(\"RH\" AS REAL) is needed because the schema stores numeric values as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_808b55c37adb8870/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_808b55c37adb8870/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_80dabb953eb07f03/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_80dabb953eb07f03/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e375e1e7df86cecdc6f3e3e7c7a0e51ac0a8a16b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_80dabb953eb07f03/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5095, "bytes_utf8": 5095, "lines": 156, "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": 675, "bytes_utf8": 675, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13656, "cached_input_tokens": 12672, "output_tokens": 656, "reasoning_output_tokens": 452}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_80dabb953eb07f03/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_80dabb953eb07f03/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..9659ebc8f071b94a6da87c3fbf3126f4aaa4e4c4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_80dabb953eb07f03/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": "n20", + "model": "v2-cli:codex", + "run_id": "v2q_n20_80dabb953eb07f03", + "api_calls": 0, + "input_tokens": 13656, + "cached_input_tokens": 12672, + "output_tokens": 656, + "total_tokens": 14312, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 16275.68, + "sql_execution_elapsed_ms_total": 12.14, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_80dabb953eb07f03/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_80dabb953eb07f03/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_80dabb953eb07f03/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..8a5432878fc2958ae00762671d17e25dbb89225b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_80dabb953eb07f03/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": "2026-05-19T15:46:26.683817+00:00", + "ended_at": "2026-05-19T15:46:42.959535+00:00", + "elapsed_ms": 16275.68, + "prompt_metrics": { + "chars": 5095, + "bytes_utf8": 5095, + "lines": 156, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1099, + "bytes_utf8": 1099, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 675, + "bytes_utf8": 675, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13656, + "cached_input_tokens": 12672, + "output_tokens": 656, + "reasoning_output_tokens": 452 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_80dabb953eb07f03/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_80dabb953eb07f03/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..50e0b5af5744f3d815114779c11a80706a272461 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_80dabb953eb07f03/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,156 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n20 +- dataset_name: Combined Cycle Power Plant +- table_name: n20 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 4 feature columns and target `PE`. +- task_type: regression +- target_column: PE +- main_row_count: 9568 +- important_fields: +- AT: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for AT. +- V: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'subgroup_candidate'] desc=Numeric field for V. +- AP: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for AP. +- RH: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for RH. +- PE: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for PE. +- useful_field_combinations: [['V', 'AT', 'PE'], ['AT', 'V', 'PE']] +- fields_requiring_caution: ['PE', 'AT', 'V', 'AP'] +- source_url: https://archive.ics.uci.edu/dataset/294/combined+cycle+power+plant + +SQLite schema snapshot: +{ + "table_name": "n20", + "quoted_table_name": "\"n20\"", + "row_count": 9568, + "columns": [ + { + "name": "AT", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "AP", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PE", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "AT": "14.96", + "V": "41.76", + "AP": "1024.07", + "RH": "73.17", + "PE": "463.26" + }, + { + "AT": "25.18", + "V": "62.96", + "AP": "1020.04", + "RH": "59.08", + "PE": "444.37" + }, + { + "AT": "5.1100000000000003", + "V": "39.4", + "AP": "1012.16", + "RH": "92.14", + "PE": "488.56" + }, + { + "AT": "20.86", + "V": "57.32", + "AP": "1010.24", + "RH": "76.64", + "PE": "446.48" + }, + { + "AT": "10.82", + "V": "37.5", + "AP": "1009.23", + "RH": "96.62", + "PE": "473.9" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_relative_total_threshold", + "template_name": "Relative-to-Total Extreme Threshold", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n20", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=V, measure_col=V.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "V", + "measure_col": "V", + "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": 66.54, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_80dabb953eb07f03/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_80dabb953eb07f03/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..426d9038daa6eea45dccd71bf92046d27702db66 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_80dabb953eb07f03/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ea-c006-73b2-955d-55bde30b1f9d"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpch_relative_total_threshold\\nWITH \\\"grouped\\\" AS (\\n SELECT CAST(\\\"V\\\" AS REAL) AS \\\"V\\\", SUM(CAST(\\\"V\\\" AS REAL)) AS \\\"group_value\\\"\\n FROM \\\"n20\\\"\\n GROUP BY CAST(\\\"V\\\" AS REAL)\\n),\\n\\\"total\\\" AS (\\n SELECT SUM(\\\"group_value\\\") AS \\\"total_value\\\"\\n FROM \\\"grouped\\\"\\n)\\nSELECT g.\\\"V\\\", g.\\\"group_value\\\"\\nFROM \\\"grouped\\\" AS g\\nCROSS JOIN \\\"total\\\" AS t\\nWHERE g.\\\"group_value\\\" > t.\\\"total_value\\\" * 0.1\\nORDER BY g.\\\"group_value\\\" DESC;\",\"notes\":\"Applied the provided Relative-to-Total Extreme Threshold template with group_col=\\\"V\\\" and measure_col=\\\"V\\\". Casted \\\"V\\\" to REAL because the SQLite schema stores numeric fields as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13656,"cached_input_tokens":12672,"output_tokens":656,"reasoning_output_tokens":452}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_80dabb953eb07f03/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_80dabb953eb07f03/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2c394423cbd87925eaa3e87d95baec277e28b271 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_80dabb953eb07f03/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_relative_total_threshold\nWITH \"grouped\" AS (\n SELECT CAST(\"V\" AS REAL) AS \"V\", SUM(CAST(\"V\" AS REAL)) AS \"group_value\"\n FROM \"n20\"\n GROUP BY CAST(\"V\" AS REAL)\n),\n\"total\" AS (\n SELECT SUM(\"group_value\") AS \"total_value\"\n FROM \"grouped\"\n)\nSELECT g.\"V\", g.\"group_value\"\nFROM \"grouped\" AS g\nCROSS JOIN \"total\" AS t\nWHERE g.\"group_value\" > t.\"total_value\" * 0.1\nORDER BY g.\"group_value\" DESC;","notes":"Applied the provided Relative-to-Total Extreme Threshold template with group_col=\"V\" and measure_col=\"V\". Casted \"V\" to REAL because the SQLite schema stores numeric fields as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_80dabb953eb07f03/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_80dabb953eb07f03/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_824637586147d018/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_824637586147d018/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0b99b56cf6d0495dd37e880995094aebc114e4ae --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_824637586147d018/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 4945, "bytes_utf8": 4945, "lines": 158, "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": 728, "bytes_utf8": 728, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13636, "cached_input_tokens": 12032, "output_tokens": 546, "reasoning_output_tokens": 334}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_824637586147d018/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_824637586147d018/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..6ae0ed0d462d5eaf8ca3e600d1341ed2cc61bcef --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_824637586147d018/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": "n20", + "model": "v2-cli:codex", + "run_id": "v2q_n20_824637586147d018", + "api_calls": 0, + "input_tokens": 13636, + "cached_input_tokens": 12032, + "output_tokens": 546, + "total_tokens": 14182, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11215.7, + "sql_execution_elapsed_ms_total": 18.94, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_824637586147d018/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_824637586147d018/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_824637586147d018/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..badbaeaa7910664c28215fe3264b0fb3cdf1a523 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_824637586147d018/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": "2026-05-19T15:34:27.796172+00:00", + "ended_at": "2026-05-19T15:34:39.011908+00:00", + "elapsed_ms": 11215.7, + "prompt_metrics": { + "chars": 4945, + "bytes_utf8": 4945, + "lines": 158, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1134, + "bytes_utf8": 1134, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 728, + "bytes_utf8": 728, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13636, + "cached_input_tokens": 12032, + "output_tokens": 546, + "reasoning_output_tokens": 334 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_824637586147d018/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_824637586147d018/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5038201e250b8b697b8526373c07d75c37c09110 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_824637586147d018/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,158 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n20 +- dataset_name: Combined Cycle Power Plant +- table_name: n20 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 4 feature columns and target `PE`. +- task_type: regression +- target_column: PE +- main_row_count: 9568 +- important_fields: +- AT: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for AT. +- V: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'subgroup_candidate'] desc=Numeric field for V. +- AP: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for AP. +- RH: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for RH. +- PE: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for PE. +- useful_field_combinations: [['V', 'AT', 'PE'], ['AT', 'V', 'PE']] +- fields_requiring_caution: ['PE', 'AT', 'V', 'AP'] +- source_url: https://archive.ics.uci.edu/dataset/294/combined+cycle+power+plant + +SQLite schema snapshot: +{ + "table_name": "n20", + "quoted_table_name": "\"n20\"", + "row_count": 9568, + "columns": [ + { + "name": "AT", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "AP", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PE", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "AT": "14.96", + "V": "41.76", + "AP": "1024.07", + "RH": "73.17", + "PE": "463.26" + }, + { + "AT": "25.18", + "V": "62.96", + "AP": "1020.04", + "RH": "59.08", + "PE": "444.37" + }, + { + "AT": "5.1100000000000003", + "V": "39.4", + "AP": "1012.16", + "RH": "92.14", + "PE": "488.56" + }, + { + "AT": "20.86", + "V": "57.32", + "AP": "1010.24", + "RH": "76.64", + "PE": "446.48" + }, + { + "AT": "10.82", + "V": "37.5", + "AP": "1009.23", + "RH": "96.62", + "PE": "473.9" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "required_roles": [ + "group_col", + "item_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n20", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=V, measure_col=V.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "V", + "measure_col": "V", + "item_col": "V", + "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": 62.52, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_824637586147d018/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_824637586147d018/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..09796b757a5240868ba1261db8eddd51e37ba103 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_824637586147d018/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40df-c7f4-78f0-ab07-be06cd95874f"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT\\n \\\"V\\\" AS \\\"group_col\\\",\\n \\\"V\\\" AS \\\"item_col\\\",\\n SUM(CAST(\\\"V\\\" AS REAL)) AS \\\"total_measure\\\",\\n SUM(CAST(\\\"V\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"V\\\" AS REAL))) OVER (PARTITION BY \\\"V\\\") AS \\\"share_within_group\\\"\\nFROM \\\"n20\\\"\\nGROUP BY \\\"V\\\", \\\"V\\\"\\nORDER BY \\\"share_within_group\\\" DESC;\",\"notes\":\"Applied the requested template with group_col=\\\"V\\\", item_col=\\\"V\\\", and measure_col=\\\"V\\\" on the single table \\\"n20\\\". Because group_col and item_col are the same column, each group contains only its matching item, so share_within_group will be 100 for each distinct non-null V value. CAST to REAL is used because the schema stores numeric fields as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13636,"cached_input_tokens":12032,"output_tokens":546,"reasoning_output_tokens":334}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_824637586147d018/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_824637586147d018/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0a75ebdd0539af72e3bb0b5564f90403fb737823 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_824637586147d018/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT\n \"V\" AS \"group_col\",\n \"V\" AS \"item_col\",\n SUM(CAST(\"V\" AS REAL)) AS \"total_measure\",\n SUM(CAST(\"V\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"V\" AS REAL))) OVER (PARTITION BY \"V\") AS \"share_within_group\"\nFROM \"n20\"\nGROUP BY \"V\", \"V\"\nORDER BY \"share_within_group\" DESC;","notes":"Applied the requested template with group_col=\"V\", item_col=\"V\", and measure_col=\"V\" on the single table \"n20\". Because group_col and item_col are the same column, each group contains only its matching item, so share_within_group will be 100 for each distinct non-null V value. CAST to REAL is used because the schema stores numeric fields as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_824637586147d018/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_824637586147d018/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_824637586147d018/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_824637586147d018/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..0083a34ca4a4893572209b634bb97bf55a55b51d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_824637586147d018/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=V, measure_col=V. +Result preview: [{"group_col": "25.36", "item_col": "25.36", "total_measure": 177.51999999999998, "share_within_group": 100.00000000000001}, {"group_col": "36.659999999999997", "item_col": "36.659999999999997", "total_measure": 366.59999999999997, "share_within_group": 100.00000000000001}, {"group_col": "37.49", "item_col": "37.49", "total_measure": 412.39000000000004, "share_within_group": 100.00000000000001}, {"group_col": "38.08", "item_col": "38.08", "total_measure": 342.71999999999997, "share_within_group": 100.00000000000001}, {"group_col": "39.58", "item_col": "39.58", "total_measure": 712.4399999999999, "share_within_group": 100.00000000000001}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_824637586147d018/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_824637586147d018/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..6d6a97631978accf1080c56724631fac8ae66660 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_824637586147d018/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: n20 +-- 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_tpcds_within_group_share +-- query_record_id: v2q_n20_824637586147d018 +-- problem_id: v2p_n20_faa2a21183717907 +-- realization_mode: agent +-- source_kind: agent +SELECT + "V" AS "group_col", + "V" AS "item_col", + SUM(CAST("V" AS REAL)) AS "total_measure", + SUM(CAST("V" AS REAL)) * 100.0 / SUM(SUM(CAST("V" AS REAL))) OVER (PARTITION BY "V") AS "share_within_group" +FROM "n20" +GROUP BY "V", "V" +ORDER BY "share_within_group" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_824637586147d018/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_824637586147d018/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..dee4db755681291a2f5fe3c352f77584d659f07d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_824637586147d018/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_tpcds_within_group_share\nSELECT\n \"V\" AS \"group_col\",\n \"V\" AS \"item_col\",\n SUM(CAST(\"V\" AS REAL)) AS \"total_measure\",\n SUM(CAST(\"V\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"V\" AS REAL))) OVER (PARTITION BY \"V\") AS \"share_within_group\"\nFROM \"n20\"\nGROUP BY \"V\", \"V\"\nORDER BY \"share_within_group\" DESC;", "result": "{\"query\": \"-- template_id: tpl_tpcds_within_group_share\\nSELECT\\n \\\"V\\\" AS \\\"group_col\\\",\\n \\\"V\\\" AS \\\"item_col\\\",\\n SUM(CAST(\\\"V\\\" AS REAL)) AS \\\"total_measure\\\",\\n SUM(CAST(\\\"V\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"V\\\" AS REAL))) OVER (PARTITION BY \\\"V\\\") AS \\\"share_within_group\\\"\\nFROM \\\"n20\\\"\\nGROUP BY \\\"V\\\", \\\"V\\\"\\nORDER BY \\\"share_within_group\\\" DESC;\", \"columns\": [\"group_col\", \"item_col\", \"total_measure\", \"share_within_group\"], \"rows\": [{\"group_col\": \"25.36\", \"item_col\": \"25.36\", \"total_measure\": 177.51999999999998, \"share_within_group\": 100.00000000000001}, {\"group_col\": \"36.659999999999997\", \"item_col\": \"36.659999999999997\", \"total_measure\": 366.59999999999997, \"share_within_group\": 100.00000000000001}, {\"group_col\": \"37.49\", \"item_col\": \"37.49\", \"total_measure\": 412.39000000000004, \"share_within_group\": 100.00000000000001}, {\"group_col\": \"38.08\", \"item_col\": \"38.08\", \"total_measure\": 342.71999999999997, \"share_within_group\": 100.00000000000001}, {\"group_col\": \"39.58\", \"item_col\": \"39.58\", \"total_measure\": 712.4399999999999, \"share_within_group\": 100.00000000000001}, {\"group_col\": \"41.16\", \"item_col\": \"41.16\", \"total_measure\": 1646.3999999999999, \"share_within_group\": 100.00000000000001}, {\"group_col\": \"41.26\", \"item_col\": \"41.26\", \"total_measure\": 1567.8799999999999, \"share_within_group\": 100.00000000000001}, {\"group_col\": \"41.4\", \"item_col\": \"41.4\", \"total_measure\": 952.1999999999999, \"share_within_group\": 100.00000000000001}, {\"group_col\": \"43.41\", \"item_col\": \"43.41\", \"total_measure\": 694.56, \"share_within_group\": 100.00000000000001}, {\"group_col\": \"43.43\", \"item_col\": \"43.43\", \"total_measure\": 738.31, \"share_within_group\": 100.00000000000001}, {\"group_col\": \"43.65\", \"item_col\": \"43.65\", \"total_measure\": 785.6999999999999, \"share_within_group\": 100.00000000000001}, {\"group_col\": \"44.66\", \"item_col\": \"44.66\", \"total_measure\": 89.32, \"share_within_group\": 100.00000000000001}, {\"group_col\": \"45.08\", \"item_col\": \"45.08\", \"total_measure\": 811.4399999999999, \"share_within_group\": 100.00000000000001}, {\"group_col\": \"51.3\", \"item_col\": \"51.3\", \"total_measure\": 718.1999999999999, \"share_within_group\": 100.00000000000001}, {\"group_col\": \"58.12\", \"item_col\": \"58.12\", \"total_measure\": 755.56, \"share_within_group\": 100.00000000000001}, {\"group_col\": \"58.59\", \"item_col\": \"58.59\", \"total_measure\": 1347.5700000000002, \"share_within_group\": 100.00000000000001}, {\"group_col\": \"58.62\", \"item_col\": \"58.62\", \"total_measure\": 703.4399999999999, \"share_within_group\": 100.00000000000001}, {\"group_col\": \"59.87\", \"item_col\": \"59.87\", \"total_measure\": 1436.8799999999999, \"share_within_group\": 100.00000000000001}, {\"group_col\": \"60.07\", \"item_col\": \"60.07\", \"total_measure\": 1381.61, \"share_within_group\": 100.00000000000001}, {\"group_col\": \"63.09\", \"item_col\": \"63.09\", \"total_measure\": 1451.0700000000002, \"share_within_group\": 100.00000000000001}, {\"group_col\": \"63.31\", \"item_col\": \"63.31\", \"total_measure\": 1392.8200000000002, \"share_within_group\": 100.00000000000001}, {\"group_col\": \"63.87\", \"item_col\": \"63.87\", \"total_measure\": 702.5699999999999, \"share_within_group\": 100.00000000000001}, {\"group_col\": \"65.06\", \"item_col\": \"65.06\", \"total_measure\": 1431.3200000000002, \"share_within_group\": 100.00000000000001}, {\"group_col\": \"65.459999999999994\", \"item_col\": \"65.459999999999994\", \"total_measure\": 1440.12, \"share_within_group\": 100.00000000000001}, {\"group_col\": \"67.709999999999994\", \"item_col\": \"67.709999999999994\", \"total_measure\": 1489.62, \"share_within_group\": 100.00000000000001}, {\"group_col\": \"69.709999999999994\", \"item_col\": \"69.709999999999994\", \"total_measure\": 1533.62, \"share_within_group\": 100.00000000000001}, {\"group_col\": \"69.98\", \"item_col\": \"69.98\", \"total_measure\": 1469.5800000000002, \"share_within_group\": 100.00000000000001}, {\"group_col\": \"70.72\", \"item_col\": \"70.72\", \"total_measure\": 1485.12, \"share_within_group\": 100.00000000000001}, {\"group_col\": \"70.98\", \"item_col\": \"70.98\", \"total_measure\": 1490.5800000000002, \"share_within_group\": 100.00000000000001}, {\"group_col\": \"71.73\", \"item_col\": \"71.73\", \"total_measure\": 1578.0600000000002, \"share_within_group\": 100.00000000000001}, {\"group_col\": \"71.849999999999994\", \"item_col\": \"71.849999999999994\", \"total_measure\": 1724.3999999999999, \"share_within_group\": 100.00000000000001}, {\"group_col\": \"72.86\", \"item_col\": \"72.86\", \"total_measure\": 874.3199999999999, \"share_within_group\": 100.00000000000001}, {\"group_col\": \"73.180000000000007\", \"item_col\": \"73.180000000000007\", \"total_measure\": 1756.3200000000002, \"share_within_group\": 100.00000000000001}, {\"group_col\": \"73.77\", \"item_col\": \"73.77\", \"total_measure\": 663.93, \"share_within_group\": 100.00000000000001}, {\"group_col\": \"25.88\", \"item_col\": \"25.88\", \"total_measure\": 155.28, \"share_within_group\": 100.0}, {\"group_col\": \"34.03\", \"item_col\": \"34.03\", \"total_measure\": 442.39, \"share_within_group\": 100.0}, {\"group_col\": \"34.69\", \"item_col\": \"34.69\", \"total_measure\": 277.52, \"share_within_group\": 100.0}, {\"group_col\": \"35.19\", \"item_col\": \"35.19\", \"total_measure\": 351.9, \"share_within_group\": 100.0}, {\"group_col\": \"35.4\", \"item_col\": \"35.4\", \"total_measure\": 141.6, \"share_within_group\": 100.0}, {\"group_col\": \"35.47\", \"item_col\": \"35.47\", \"total_measure\": 354.7, \"share_within_group\": 100.0}, {\"group_col\": \"35.57\", \"item_col\": \"35.57\", \"total_measure\": 391.27, \"share_within_group\": 100.0}, {\"group_col\": \"35.71\", \"item_col\": \"35.71\", \"total_measure\": 285.68, \"share_within_group\": 100.0}, {\"group_col\": \"35.76\", \"item_col\": \"35.76\", \"total_measure\": 321.84, \"share_within_group\": 100.0}, {\"group_col\": \"35.770000000000003\", \"item_col\": \"35.770000000000003\", \"total_measure\": 393.47, \"share_within_group\": 100.0}, {\"group_col\": \"35.79\", \"item_col\": \"35.79\", \"total_measure\": 393.69, \"share_within_group\": 100.0}, {\"group_col\": \"35.85\", \"item_col\": \"35.85\", \"total_measure\": 35.85, \"share_within_group\": 100.0}, {\"group_col\": \"36.18\", \"item_col\": \"36.18\", \"total_measure\": 325.62, \"share_within_group\": 100.0}, {\"group_col\": \"36.25\", \"item_col\": \"36.25\", \"total_measure\": 362.5, \"share_within_group\": 100.0}, {\"group_col\": \"36.299999999999997\", \"item_col\": \"36.299999999999997\", \"total_measure\": 617.0999999999999, \"share_within_group\": 100.0}, {\"group_col\": \"36.43\", \"item_col\": \"36.43\", \"total_measure\": 36.43, \"share_within_group\": 100.0}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 18.94}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_824637586147d018/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_824637586147d018/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..5fff9c109002b5dcaef109d246bf24600d22b91e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_824637586147d018/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "n20", + "started_at": "2026-05-19T15:34:27.795125+00:00", + "ended_at": "2026-05-19T15:34:39.035787+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n20_824637586147d018", + "problem_id": "v2p_n20_faa2a21183717907", + "dataset_id": "n20", + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=V, measure_col=V.", + "bindings": { + "group_col": "V", + "measure_col": "V", + "item_col": "V", + "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": 62.52, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "item_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=rule", + "problem_index_within_template=2", + "sql_variant_index=2/2", + "binding_index=25" + ], + "template_selection_mode": "rule", + "selected_template_rank": 3, + "problem_index_within_template": 2, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/sql/v2q_n20_824637586147d018.sql", + "usage_summary": { + "dataset_id": "n20", + "model": "v2-cli:codex", + "run_id": "v2q_n20_824637586147d018", + "api_calls": 0, + "input_tokens": 13636, + "cached_input_tokens": 12032, + "output_tokens": 546, + "total_tokens": 14182, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11215.7, + "sql_execution_elapsed_ms_total": 18.94, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_824637586147d018/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_824637586147d018/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_824637586147d018/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..cfb388bdccc484a7fb26eba16a3392720f0fab46 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_824637586147d018/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:34:39.013478+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": 11215.7, "started_at": "2026-05-19T15:34:27.796172+00:00", "ended_at": "2026-05-19T15:34:39.011908+00:00", "prompt_metrics": {"chars": 4945, "bytes_utf8": 4945, "lines": 158, "estimated_tokens": null}, "response_metrics": {"chars": 728, "bytes_utf8": 728, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13636, "cached_input_tokens": 12032, "output_tokens": 546, "reasoning_output_tokens": 334}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT\\n \\\"V\\\" AS \\\"group_col\\\",\\n \\\"V\\\" AS \\\"item_col\\\",\\n SUM(CAST(\\\"V\\\" AS REAL)) AS \\\"total_measure\\\",\\n SUM(CAST(\\\"V\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"V\\\" AS REAL))) OVER (PARTITION BY \\\"V\\\") AS \\\"share_within_group\\\"\\nFROM \\\"n20\\\"\\nGROUP BY \\\"V\\\", \\\"V\\\"\\nORDER BY \\\"share_within_group\\\" DESC;\",\"notes\":\"Applied the requested template with group_col=\\\"V\\\", item_col=\\\"V\\\", and measure_col=\\\"V\\\" on the single table \\\"n20\\\". Because group_col and item_col are the same column, each group contains only its matching item, so share_within_group will be 100 for each distinct non-null V value. CAST to REAL is used because the schema stores numeric fields as TEXT.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_824637586147d018/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_824637586147d018/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..1894a72b983b3690f1819bc419d5dec26f21de4b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_824637586147d018/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n20", + "model": "v2-cli:codex", + "run_id": "v2q_n20_824637586147d018", + "api_calls": 0, + "input_tokens": 13636, + "cached_input_tokens": 12032, + "output_tokens": 546, + "total_tokens": 14182, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11215.7, + "sql_execution_elapsed_ms_total": 18.94, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_824637586147d018/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8304781769285204/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8304781769285204/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..bf5198931651820450cf4b9bcf1955fbef6af5f8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8304781769285204/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=V, measure_col=AT. +Result preview: [{"V": "44.3", "RH": "83.39", "total_measure": 21.24, "share_within_group": 100.00000000000001}, {"V": "35.85", "RH": "78.25", "total_measure": 14.43, "share_within_group": 100.0}, {"V": "36.43", "RH": "79.5", "total_measure": 11.87, "share_within_group": 100.0}, {"V": "36.54", "RH": "77.650000000000006", "total_measure": 9.47, "share_within_group": 100.0}, {"V": "37.86", "RH": "68.819999999999993", "total_measure": 14.57, "share_within_group": 100.0}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8304781769285204/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8304781769285204/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..e97614ad9306f9ad2d0994531124e7dd045b2844 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8304781769285204/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: n20 +-- 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_tpcds_within_group_share +-- query_record_id: v2q_n20_8304781769285204 +-- problem_id: v2p_n20_475ffa9b4be68d08 +-- realization_mode: agent +-- source_kind: agent +SELECT + "V", + "RH", + SUM(CAST("AT" AS REAL)) AS "total_measure", + SUM(CAST("AT" AS REAL)) * 100.0 / SUM(SUM(CAST("AT" AS REAL))) OVER (PARTITION BY "V") AS "share_within_group" +FROM "n20" +GROUP BY "V", "RH" +ORDER BY "share_within_group" DESC +LIMIT 12; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8304781769285204/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8304781769285204/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7b05ea07a4dc58a58c79c96f7c1912cbc18fe2ca --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8304781769285204/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_tpcds_within_group_share\nSELECT\n \"V\",\n \"RH\",\n SUM(CAST(\"AT\" AS REAL)) AS \"total_measure\",\n SUM(CAST(\"AT\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"AT\" AS REAL))) OVER (PARTITION BY \"V\") AS \"share_within_group\"\nFROM \"n20\"\nGROUP BY \"V\", \"RH\"\nORDER BY \"share_within_group\" DESC\nLIMIT 12;", "result": "{\"query\": \"-- template_id: tpl_tpcds_within_group_share\\nSELECT\\n \\\"V\\\",\\n \\\"RH\\\",\\n SUM(CAST(\\\"AT\\\" AS REAL)) AS \\\"total_measure\\\",\\n SUM(CAST(\\\"AT\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"AT\\\" AS REAL))) OVER (PARTITION BY \\\"V\\\") AS \\\"share_within_group\\\"\\nFROM \\\"n20\\\"\\nGROUP BY \\\"V\\\", \\\"RH\\\"\\nORDER BY \\\"share_within_group\\\" DESC\\nLIMIT 12;\", \"columns\": [\"V\", \"RH\", \"total_measure\", \"share_within_group\"], \"rows\": [{\"V\": \"44.3\", \"RH\": \"83.39\", \"total_measure\": 21.24, \"share_within_group\": 100.00000000000001}, {\"V\": \"35.85\", \"RH\": \"78.25\", \"total_measure\": 14.43, \"share_within_group\": 100.0}, {\"V\": \"36.43\", \"RH\": \"79.5\", \"total_measure\": 11.87, \"share_within_group\": 100.0}, {\"V\": \"36.54\", \"RH\": \"77.650000000000006\", \"total_measure\": 9.47, \"share_within_group\": 100.0}, {\"V\": \"37.86\", \"RH\": \"68.819999999999993\", \"total_measure\": 14.57, \"share_within_group\": 100.0}, {\"V\": \"37.9\", \"RH\": \"91.51\", \"total_measure\": 13.3, \"share_within_group\": 100.0}, {\"V\": \"37.909999999999997\", \"RH\": \"88.84\", \"total_measure\": 13.18, \"share_within_group\": 100.0}, {\"V\": \"38.92\", \"RH\": \"90.05\", \"total_measure\": 14.48, \"share_within_group\": 100.0}, {\"V\": \"39.08\", \"RH\": \"74.239999999999995\", \"total_measure\": 17.68, \"share_within_group\": 100.0}, {\"V\": \"40.33\", \"RH\": \"85.42\", \"total_measure\": 20.13, \"share_within_group\": 100.0}, {\"V\": \"41.43\", \"RH\": \"89.67\", \"total_measure\": 15.19, \"share_within_group\": 100.0}, {\"V\": \"44.37\", \"RH\": \"44.37\", \"total_measure\": 32.45, \"share_within_group\": 100.0}], \"row_count_returned\": 12, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 37.34}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8304781769285204/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8304781769285204/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..bfb15d10ea79cf68fe9bbdaaf847335a57dce0f7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8304781769285204/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "n20", + "started_at": "2026-05-19T15:37:29.604210+00:00", + "ended_at": "2026-05-19T15:37:43.609479+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n20_8304781769285204", + "problem_id": "v2p_n20_475ffa9b4be68d08", + "dataset_id": "n20", + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=V, measure_col=AT.", + "bindings": { + "group_col": "V", + "measure_col": "AT", + "item_col": "RH", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 25.72, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "item_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=rule", + "problem_index_within_template=9", + "sql_variant_index=1/2", + "binding_index=32" + ], + "template_selection_mode": "rule", + "selected_template_rank": 3, + "problem_index_within_template": 9, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/sql/v2q_n20_8304781769285204.sql", + "usage_summary": { + "dataset_id": "n20", + "model": "v2-cli:codex", + "run_id": "v2q_n20_8304781769285204", + "api_calls": 0, + "input_tokens": 13636, + "cached_input_tokens": 12672, + "output_tokens": 682, + "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": 13964.05, + "sql_execution_elapsed_ms_total": 37.34, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8304781769285204/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8304781769285204/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8304781769285204/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..277eb9dc437d37b857fa4bc34e258f50fcdd80b3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8304781769285204/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:37:43.569986+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": 13964.05, "started_at": "2026-05-19T15:37:29.605240+00:00", "ended_at": "2026-05-19T15:37:43.569317+00:00", "prompt_metrics": {"chars": 4946, "bytes_utf8": 4946, "lines": 158, "estimated_tokens": null}, "response_metrics": {"chars": 535, "bytes_utf8": 535, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13636, "cached_input_tokens": 12672, "output_tokens": 682, "reasoning_output_tokens": 516}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT\\n \\\"V\\\",\\n \\\"RH\\\",\\n SUM(CAST(\\\"AT\\\" AS REAL)) AS \\\"total_measure\\\",\\n SUM(CAST(\\\"AT\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"AT\\\" AS REAL))) OVER (PARTITION BY \\\"V\\\") AS \\\"share_within_group\\\"\\nFROM \\\"n20\\\"\\nGROUP BY \\\"V\\\", \\\"RH\\\"\\nORDER BY \\\"share_within_group\\\" DESC\\nLIMIT 12;\",\"notes\":\"Applied the provided within-group share template with group_col=\\\"V\\\", item_col=\\\"RH\\\", and measure_col=\\\"AT\\\". Cast \\\"AT\\\" to REAL because the schema stores numeric values as TEXT.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8304781769285204/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8304781769285204/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..51f2567174d799d972c2eee5a33ac0455147bf31 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8304781769285204/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n20", + "model": "v2-cli:codex", + "run_id": "v2q_n20_8304781769285204", + "api_calls": 0, + "input_tokens": 13636, + "cached_input_tokens": 12672, + "output_tokens": 682, + "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": 13964.05, + "sql_execution_elapsed_ms_total": 37.34, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8304781769285204/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8352b917036fd09c/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8352b917036fd09c/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1e84bc00c5f7516bad44bd083f0ebcc82936d8ae --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8352b917036fd09c/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 4547, "bytes_utf8": 4547, "lines": 154, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 295, "bytes_utf8": 295, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13530, "cached_input_tokens": 12032, "output_tokens": 389, "reasoning_output_tokens": 296}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8352b917036fd09c/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8352b917036fd09c/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..9764681e6e097f95e0b24e91bad76c60e91c0894 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8352b917036fd09c/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": "n20", + "model": "v2-cli:codex", + "run_id": "v2q_n20_8352b917036fd09c", + "api_calls": 0, + "input_tokens": 13530, + "cached_input_tokens": 12032, + "output_tokens": 389, + "total_tokens": 13919, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 9429.77, + "sql_execution_elapsed_ms_total": 7.21, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8352b917036fd09c/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8352b917036fd09c/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8352b917036fd09c/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..26cd87a7515e8fae16b5a4b15380af09c86fb107 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8352b917036fd09c/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:05:26.776485+00:00", + "ended_at": "2026-05-19T16:05:36.206279+00:00", + "elapsed_ms": 9429.77, + "prompt_metrics": { + "chars": 4547, + "bytes_utf8": 4547, + "lines": 154, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 656, + "bytes_utf8": 656, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 295, + "bytes_utf8": 295, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13530, + "cached_input_tokens": 12032, + "output_tokens": 389, + "reasoning_output_tokens": 296 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8352b917036fd09c/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8352b917036fd09c/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..79b6a23defdaaeca2c4333cbae41c1aa9f619b6f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8352b917036fd09c/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,154 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n20 +- dataset_name: Combined Cycle Power Plant +- table_name: n20 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 4 feature columns and target `PE`. +- task_type: regression +- target_column: PE +- main_row_count: 9568 +- important_fields: +- AT: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for AT. +- V: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'subgroup_candidate'] desc=Numeric field for V. +- AP: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for AP. +- RH: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for RH. +- PE: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for PE. +- useful_field_combinations: [['V', 'AT', 'PE'], ['AT', 'V', 'PE']] +- fields_requiring_caution: ['PE', 'AT', 'V', 'AP'] +- source_url: https://archive.ics.uci.edu/dataset/294/combined+cycle+power+plant + +SQLite schema snapshot: +{ + "table_name": "n20", + "quoted_table_name": "\"n20\"", + "row_count": 9568, + "columns": [ + { + "name": "AT", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "AP", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PE", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "AT": "14.96", + "V": "41.76", + "AP": "1024.07", + "RH": "73.17", + "PE": "463.26" + }, + { + "AT": "25.18", + "V": "62.96", + "AP": "1020.04", + "RH": "59.08", + "PE": "444.37" + }, + { + "AT": "5.1100000000000003", + "V": "39.4", + "AP": "1012.16", + "RH": "92.14", + "PE": "488.56" + }, + { + "AT": "20.86", + "V": "57.32", + "AP": "1010.24", + "RH": "76.64", + "PE": "446.48" + }, + { + "AT": "10.82", + "V": "37.5", + "AP": "1009.23", + "RH": "96.62", + "PE": "473.9" + } + ] +} + +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": "n20", + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role count_distribution. Focus on group_col=V.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "V", + "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": 1017.26, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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_a/n20/artifacts/v2q_n20_8352b917036fd09c/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8352b917036fd09c/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c44c3ca8b6d1bb785549b43a961a790e82ddf6cc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8352b917036fd09c/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fc-257c-7d12-b86e-0f83666b3f9c"} +{"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 \\\"V\\\",\\n COUNT(*) AS \\\"support\\\"\\nFROM \\\"n20\\\"\\nGROUP BY \\\"V\\\"\\nORDER BY \\\"support\\\" ASC, \\\"V\\\"\\nLIMIT 16;\",\"notes\":\"Uses the planned Low-Support Group Count template with group_col bound to \\\"V\\\" and top_k set to 16.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13530,"cached_input_tokens":12032,"output_tokens":389,"reasoning_output_tokens":296}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8352b917036fd09c/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8352b917036fd09c/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..34956de235a0be4ca04ad06b2c37d4dde9a343e9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8352b917036fd09c/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"V\",\n COUNT(*) AS \"support\"\nFROM \"n20\"\nGROUP BY \"V\"\nORDER BY \"support\" ASC, \"V\"\nLIMIT 16;","notes":"Uses the planned Low-Support Group Count template with group_col bound to \"V\" and top_k set to 16."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8352b917036fd09c/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8352b917036fd09c/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8568df5534019aa5/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8568df5534019aa5/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..39fc281fb620ea04b577549e6daa1215e931402c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8568df5534019aa5/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Thresholded Group Ranking to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=V, measure_col=RH. +Result preview: [{"V": "41.17", "total_measure": 4413.32}, {"V": "70.319999999999993", "total_measure": 4264.84}, {"V": "45.87", "total_measure": 3634.61}, {"V": "51.43", "total_measure": 3514.85}, {"V": "41.16", "total_measure": 3418.35}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8568df5534019aa5/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8568df5534019aa5/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..8758133321d3841fbaa908144fdc1639b9f6fbdb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8568df5534019aa5/generated_sql.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: n20 +-- 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_tpch_thresholded_group_ranking +-- query_record_id: v2q_n20_8568df5534019aa5 +-- problem_id: v2p_n20_98729527a6438a39 +-- realization_mode: agent +-- source_kind: agent +SELECT "V", SUM(CAST("RH" AS REAL)) AS total_measure +FROM "n20" +WHERE "V" IS NOT NULL AND TRIM("V") <> '' AND "RH" IS NOT NULL AND TRIM("RH") <> '' +GROUP BY "V" +HAVING SUM(CAST("RH" AS REAL)) > 84.83 +ORDER BY total_measure DESC +LIMIT 14; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8568df5534019aa5/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8568df5534019aa5/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3c18069a7cbcf83e706589e8213f450e36b20076 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8568df5534019aa5/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_tpch_thresholded_group_ranking\nSELECT \"V\", SUM(CAST(\"RH\" AS REAL)) AS total_measure\nFROM \"n20\"\nWHERE \"V\" IS NOT NULL AND TRIM(\"V\") <> '' AND \"RH\" IS NOT NULL AND TRIM(\"RH\") <> ''\nGROUP BY \"V\"\nHAVING SUM(CAST(\"RH\" AS REAL)) > 84.83\nORDER BY total_measure DESC\nLIMIT 14;", "result": "{\"query\": \"-- template_id: tpl_tpch_thresholded_group_ranking\\nSELECT \\\"V\\\", SUM(CAST(\\\"RH\\\" AS REAL)) AS total_measure\\nFROM \\\"n20\\\"\\nWHERE \\\"V\\\" IS NOT NULL AND TRIM(\\\"V\\\") <> '' AND \\\"RH\\\" IS NOT NULL AND TRIM(\\\"RH\\\") <> ''\\nGROUP BY \\\"V\\\"\\nHAVING SUM(CAST(\\\"RH\\\" AS REAL)) > 84.83\\nORDER BY total_measure DESC\\nLIMIT 14;\", \"columns\": [\"V\", \"total_measure\"], \"rows\": [{\"V\": \"41.17\", \"total_measure\": 4413.32}, {\"V\": \"70.319999999999993\", \"total_measure\": 4264.84}, {\"V\": \"45.87\", \"total_measure\": 3634.61}, {\"V\": \"51.43\", \"total_measure\": 3514.85}, {\"V\": \"41.16\", \"total_measure\": 3418.35}, {\"V\": \"41.26\", \"total_measure\": 3403.64}, {\"V\": \"45.01\", \"total_measure\": 3389.42}, {\"V\": \"58.79\", \"total_measure\": 3250.72}, {\"V\": \"66.540000000000006\", \"total_measure\": 2976.43}, {\"V\": \"44.9\", \"total_measure\": 2955.25}, {\"V\": \"42.86\", \"total_measure\": 2943.41}, {\"V\": \"39.64\", \"total_measure\": 2933.05}, {\"V\": \"40.71\", \"total_measure\": 2879.91}, {\"V\": \"69.13\", \"total_measure\": 2878.47}], \"row_count_returned\": 14, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 7.7}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8568df5534019aa5/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8568df5534019aa5/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..acd3d6221cab9ceff6f23f2204d21ea88809c9eb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8568df5534019aa5/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "n20", + "started_at": "2026-05-19T16:07:17.904588+00:00", + "ended_at": "2026-05-19T16:07:33.144145+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n20_8568df5534019aa5", + "problem_id": "v2p_n20_98729527a6438a39", + "dataset_id": "n20", + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_mass_similarity", + "intended_facet_id": "tail_ranked_signal", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Thresholded Group Ranking to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=V, measure_col=RH.", + "bindings": { + "group_col": "V", + "measure_col": "RH", + "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": 84.83, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\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=139" + ], + "template_selection_mode": "rule", + "selected_template_rank": 12, + "problem_index_within_template": 8, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/sql/v2q_n20_8568df5534019aa5.sql", + "usage_summary": { + "dataset_id": "n20", + "model": "v2-cli:codex", + "run_id": "v2q_n20_8568df5534019aa5", + "api_calls": 0, + "input_tokens": 13562, + "cached_input_tokens": 12032, + "output_tokens": 469, + "total_tokens": 14031, + "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": 14225.3, + "sql_execution_elapsed_ms_total": 7.7, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8568df5534019aa5/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8568df5534019aa5/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8568df5534019aa5/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..27487eb6660413b4d0ace87581f52fa9bab9616a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8568df5534019aa5/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:07:21.665032+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": 3757.59, "started_at": "2026-05-19T16:07:17.906185+00:00", "ended_at": "2026-05-19T16:07:21.663803+00:00", "prompt_metrics": {"chars": 4711, "bytes_utf8": 4711, "lines": 156, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40fd-d79c-7a22-b420-f889e8a1e063\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:07:33.134943+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": 10467.71, "started_at": "2026-05-19T16:07:22.666444+00:00", "ended_at": "2026-05-19T16:07:33.134198+00:00", "prompt_metrics": {"chars": 4711, "bytes_utf8": 4711, "lines": 156, "estimated_tokens": null}, "response_metrics": {"chars": 582, "bytes_utf8": 582, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13562, "cached_input_tokens": 12032, "output_tokens": 469, "reasoning_output_tokens": 302}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tpch_thresholded_group_ranking\\nSELECT \\\"V\\\", SUM(CAST(\\\"RH\\\" AS REAL)) AS total_measure\\nFROM \\\"n20\\\"\\nWHERE \\\"V\\\" IS NOT NULL AND TRIM(\\\"V\\\") <> '' AND \\\"RH\\\" IS NOT NULL AND TRIM(\\\"RH\\\") <> ''\\nGROUP BY \\\"V\\\"\\nHAVING SUM(CAST(\\\"RH\\\" AS REAL)) > 84.83\\nORDER BY total_measure DESC\\nLIMIT 14;\",\"notes\":\"Applied the planned Thresholded Group Ranking template with group_col=\\\"V\\\" and measure_col=\\\"RH\\\". Because the schema stores values as TEXT, RH is cast to REAL for aggregation, and null/empty V and RH values are filtered for a stable grouped view.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8568df5534019aa5/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8568df5534019aa5/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..da7511db1bc25675ffcd14b1442c7a9cd601c315 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8568df5534019aa5/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n20", + "model": "v2-cli:codex", + "run_id": "v2q_n20_8568df5534019aa5", + "api_calls": 0, + "input_tokens": 13562, + "cached_input_tokens": 12032, + "output_tokens": 469, + "total_tokens": 14031, + "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": 14225.3, + "sql_execution_elapsed_ms_total": 7.7, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8568df5534019aa5/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_88053b153fe80f4f/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_88053b153fe80f4f/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..ce57af6e660b4f6fc86512cee82400c2fceaa648 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_88053b153fe80f4f/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:05:02.614232+00:00", + "ended_at": "2026-05-19T16:05:05.905262+00:00", + "elapsed_ms": 3291.0, + "returncode": 1, + "prompt_metrics": { + "chars": 4543, + "bytes_utf8": 4543, + "lines": 154, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_88053b153fe80f4f/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_88053b153fe80f4f/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..fbd8c292385eda3a088d0f93d2ac168a6284c450 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_88053b153fe80f4f/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:05:06.907888+00:00", + "ended_at": "2026-05-19T16:05:11.448743+00:00", + "elapsed_ms": 4540.81, + "returncode": 1, + "prompt_metrics": { + "chars": 4543, + "bytes_utf8": 4543, + "lines": 154, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_88053b153fe80f4f/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_88053b153fe80f4f/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..fdc46068beb40d8d903166e8df68de096e00958d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_88053b153fe80f4f/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,154 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n20 +- dataset_name: Combined Cycle Power Plant +- table_name: n20 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 4 feature columns and target `PE`. +- task_type: regression +- target_column: PE +- main_row_count: 9568 +- important_fields: +- AT: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for AT. +- V: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'subgroup_candidate'] desc=Numeric field for V. +- AP: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for AP. +- RH: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for RH. +- PE: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for PE. +- useful_field_combinations: [['V', 'AT', 'PE'], ['AT', 'V', 'PE']] +- fields_requiring_caution: ['PE', 'AT', 'V', 'AP'] +- source_url: https://archive.ics.uci.edu/dataset/294/combined+cycle+power+plant + +SQLite schema snapshot: +{ + "table_name": "n20", + "quoted_table_name": "\"n20\"", + "row_count": 9568, + "columns": [ + { + "name": "AT", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "AP", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PE", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "AT": "14.96", + "V": "41.76", + "AP": "1024.07", + "RH": "73.17", + "PE": "463.26" + }, + { + "AT": "25.18", + "V": "62.96", + "AP": "1020.04", + "RH": "59.08", + "PE": "444.37" + }, + { + "AT": "5.1100000000000003", + "V": "39.4", + "AP": "1012.16", + "RH": "92.14", + "PE": "488.56" + }, + { + "AT": "20.86", + "V": "57.32", + "AP": "1010.24", + "RH": "76.64", + "PE": "446.48" + }, + { + "AT": "10.82", + "V": "37.5", + "AP": "1009.23", + "RH": "96.62", + "PE": "473.9" + } + ] +} + +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": "n20", + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=V.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "V", + "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": 66.54, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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_a/n20/artifacts/v2q_n20_88053b153fe80f4f/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_88053b153fe80f4f/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..fdc46068beb40d8d903166e8df68de096e00958d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_88053b153fe80f4f/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,154 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n20 +- dataset_name: Combined Cycle Power Plant +- table_name: n20 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 4 feature columns and target `PE`. +- task_type: regression +- target_column: PE +- main_row_count: 9568 +- important_fields: +- AT: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for AT. +- V: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'subgroup_candidate'] desc=Numeric field for V. +- AP: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for AP. +- RH: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for RH. +- PE: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for PE. +- useful_field_combinations: [['V', 'AT', 'PE'], ['AT', 'V', 'PE']] +- fields_requiring_caution: ['PE', 'AT', 'V', 'AP'] +- source_url: https://archive.ics.uci.edu/dataset/294/combined+cycle+power+plant + +SQLite schema snapshot: +{ + "table_name": "n20", + "quoted_table_name": "\"n20\"", + "row_count": 9568, + "columns": [ + { + "name": "AT", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "AP", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PE", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "AT": "14.96", + "V": "41.76", + "AP": "1024.07", + "RH": "73.17", + "PE": "463.26" + }, + { + "AT": "25.18", + "V": "62.96", + "AP": "1020.04", + "RH": "59.08", + "PE": "444.37" + }, + { + "AT": "5.1100000000000003", + "V": "39.4", + "AP": "1012.16", + "RH": "92.14", + "PE": "488.56" + }, + { + "AT": "20.86", + "V": "57.32", + "AP": "1010.24", + "RH": "76.64", + "PE": "446.48" + }, + { + "AT": "10.82", + "V": "37.5", + "AP": "1009.23", + "RH": "96.62", + "PE": "473.9" + } + ] +} + +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": "n20", + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=V.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "V", + "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": 66.54, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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_a/n20/artifacts/v2q_n20_88053b153fe80f4f/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_88053b153fe80f4f/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..28f2a056e59898b1ba2ebabbf76ec1d4ba982932 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_88053b153fe80f4f/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fb-c712-7d82-b022-942eb46f5394"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_88053b153fe80f4f/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_88053b153fe80f4f/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d5db7542f5ebca7377f0459d90159302de9e5bde --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_88053b153fe80f4f/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fb-c712-7d82-b022-942eb46f5394"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_88053b153fe80f4f/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_88053b153fe80f4f/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..20c0e55c51cfbfa050bc394147825f72dab1465d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_88053b153fe80f4f/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fb-d7ff-7a02-9b45-208658782b13"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_88053b153fe80f4f/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_88053b153fe80f4f/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..2beabab1b0c094146ac28b712e69849b16bbae23 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_88053b153fe80f4f/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fb-d7ff-7a02-9b45-208658782b13"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_88053b153fe80f4f/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_88053b153fe80f4f/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_88053b153fe80f4f/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_88053b153fe80f4f/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_88053b153fe80f4f/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_88053b153fe80f4f/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..518ddadcf3fb9b0e3fc29ac6cf272dbc031008e9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_88053b153fe80f4f/run_manifest.json @@ -0,0 +1,67 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "n20", + "started_at": "2026-05-19T16:05:02.613182+00:00", + "ended_at": "2026-05-19T16:05:11.449576+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n20_88053b153fe80f4f", + "problem_id": "v2p_n20_0c99f9d14b1b29fd", + "dataset_id": "n20", + "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=V.", + "bindings": { + "group_col": "V", + "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": 66.54, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=rule", + "problem_index_within_template=6", + "sql_variant_index=1/2", + "binding_index=125" + ], + "template_selection_mode": "rule", + "selected_template_rank": 11, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_88053b153fe80f4f/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_88053b153fe80f4f/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..421a30e9583b048b34d1405ecb9c2829ebd475bf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_88053b153fe80f4f/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:05:05.906174+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": 3291.0, "started_at": "2026-05-19T16:05:02.614232+00:00", "ended_at": "2026-05-19T16:05:05.905262+00:00", "prompt_metrics": {"chars": 4543, "bytes_utf8": 4543, "lines": 154, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40fb-c712-7d82-b022-942eb46f5394\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:05:11.449486+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": 4540.81, "started_at": "2026-05-19T16:05:06.907888+00:00", "ended_at": "2026-05-19T16:05:11.448743+00:00", "prompt_metrics": {"chars": 4543, "bytes_utf8": 4543, "lines": 154, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40fb-d7ff-7a02-9b45-208658782b13\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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_a/n20/artifacts/v2q_n20_88e366a0a7587faa/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_88e366a0a7587faa/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..82bba5df2531bb2fd8c606e51bb1f72d23e75f00 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_88e366a0a7587faa/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"value_label": "41.17", "support": 61, "support_share": 0.006375418060200669, "support_rank": 1}, {"value_label": "70.319999999999993", "support": 61, "support_share": 0.006375418060200669, "support_rank": 2}, {"value_label": "51.43", "support": 47, "support_share": 0.004912207357859532, "support_rank": 3}, {"value_label": "45.01", "support": 46, "support_share": 0.004807692307692308, "support_rank": 4}, {"value_label": "68.08", "support": 45, "support_share": 0.004703177257525084, "support_rank": 5}]} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_88e366a0a7587faa/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_88e366a0a7587faa/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..a8a49246fb6116b3ed2542e65505bb7ee44e2862 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_88e366a0a7587faa/generated_sql.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: n20 +-- 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_n20_88e366a0a7587faa +-- problem_id: v2p_n20_2ba056256c1d5484 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "V" AS value_label, COUNT(*) AS support + FROM "n20" + GROUP BY "V" +) +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_a/n20/artifacts/v2q_n20_88e366a0a7587faa/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_88e366a0a7587faa/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5f419ec921aa9039589193e6d2e10fb0c2f364a2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_88e366a0a7587faa/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_a\n-- sql_source_dataset_id: n20\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_n20_88e366a0a7587faa\n-- problem_id: v2p_n20_2ba056256c1d5484\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n SELECT \"V\" AS value_label, COUNT(*) AS support\n FROM \"n20\"\n GROUP BY \"V\"\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_a\\n-- sql_source_dataset_id: n20\\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_n20_88e366a0a7587faa\\n-- problem_id: v2p_n20_2ba056256c1d5484\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n SELECT \\\"V\\\" AS value_label, COUNT(*) AS support\\n FROM \\\"n20\\\"\\n GROUP BY \\\"V\\\"\\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\": \"41.17\", \"support\": 61, \"support_share\": 0.006375418060200669, \"support_rank\": 1}, {\"value_label\": \"70.319999999999993\", \"support\": 61, \"support_share\": 0.006375418060200669, \"support_rank\": 2}, {\"value_label\": \"51.43\", \"support\": 47, \"support_share\": 0.004912207357859532, \"support_rank\": 3}, {\"value_label\": \"45.01\", \"support\": 46, \"support_share\": 0.004807692307692308, \"support_rank\": 4}, {\"value_label\": \"68.08\", \"support\": 45, \"support_share\": 0.004703177257525084, \"support_rank\": 5}, {\"value_label\": \"66.540000000000006\", \"support\": 44, \"support_share\": 0.00459866220735786, \"support_rank\": 6}, {\"value_label\": \"45.87\", \"support\": 42, \"support_share\": 0.004389632107023411, \"support_rank\": 7}, {\"value_label\": \"58.79\", \"support\": 41, \"support_share\": 0.004285117056856187, \"support_rank\": 8}, {\"value_label\": \"69.13\", \"support\": 41, \"support_share\": 0.004285117056856187, \"support_rank\": 9}, {\"value_label\": \"41.16\", \"support\": 40, \"support_share\": 0.004180602006688963, \"support_rank\": 10}, {\"value_label\": \"59.21\", \"support\": 40, \"support_share\": 0.004180602006688963, \"support_rank\": 11}, {\"value_label\": \"44.9\", \"support\": 39, \"support_share\": 0.004076086956521739, \"support_rank\": 12}, {\"value_label\": \"71.14\", \"support\": 39, \"support_share\": 0.004076086956521739, \"support_rank\": 13}, {\"value_label\": \"41.26\", \"support\": 38, \"support_share\": 0.003971571906354515, \"support_rank\": 14}, {\"value_label\": \"39.64\", \"support\": 37, \"support_share\": 0.003867056856187291, \"support_rank\": 15}, {\"value_label\": \"40.71\", \"support\": 37, \"support_share\": 0.003867056856187291, \"support_rank\": 16}, {\"value_label\": \"42.86\", \"support\": 37, \"support_share\": 0.003867056856187291, \"support_rank\": 17}, {\"value_label\": \"75.599999999999994\", \"support\": 36, \"support_share\": 0.003762541806020067, \"support_rank\": 18}, {\"value_label\": \"43.14\", \"support\": 34, \"support_share\": 0.0035535117056856185, \"support_rank\": 19}, {\"value_label\": \"44.63\", \"support\": 33, \"support_share\": 0.0034489966555183945, \"support_rank\": 20}, {\"value_label\": \"63.94\", \"support\": 33, \"support_share\": 0.0034489966555183945, \"support_rank\": 21}, {\"value_label\": \"77.95\", \"support\": 33, \"support_share\": 0.0034489966555183945, \"support_rank\": 22}, {\"value_label\": \"39.61\", \"support\": 32, \"support_share\": 0.0033444816053511705, \"support_rank\": 23}, {\"value_label\": \"39.72\", \"support\": 32, \"support_share\": 0.0033444816053511705, \"support_rank\": 24}, {\"value_label\": \"40.549999999999997\", \"support\": 32, \"support_share\": 0.0033444816053511705, \"support_rank\": 25}, {\"value_label\": \"40.64\", \"support\": 30, \"support_share\": 0.0031354515050167225, \"support_rank\": 26}, {\"value_label\": \"41.54\", \"support\": 30, \"support_share\": 0.0031354515050167225, \"support_rank\": 27}, {\"value_label\": \"39.159999999999997\", \"support\": 29, \"support_share\": 0.0030309364548494985, \"support_rank\": 28}, {\"value_label\": \"38.909999999999997\", \"support\": 28, \"support_share\": 0.002926421404682274, \"support_rank\": 29}, {\"value_label\": \"39.96\", \"support\": 28, \"support_share\": 0.002926421404682274, \"support_rank\": 30}, {\"value_label\": \"41.79\", \"support\": 28, \"support_share\": 0.002926421404682274, \"support_rank\": 31}, {\"value_label\": \"70.02\", \"support\": 28, \"support_share\": 0.002926421404682274, \"support_rank\": 32}, {\"value_label\": \"71.319999999999993\", \"support\": 28, \"support_share\": 0.002926421404682274, \"support_rank\": 33}, {\"value_label\": \"40\", \"support\": 27, \"support_share\": 0.00282190635451505, \"support_rank\": 34}, {\"value_label\": \"40.69\", \"support\": 27, \"support_share\": 0.00282190635451505, \"support_rank\": 35}, {\"value_label\": \"40.81\", \"support\": 27, \"support_share\": 0.00282190635451505, \"support_rank\": 36}, {\"value_label\": \"40.770000000000003\", \"support\": 26, \"support_share\": 0.002717391304347826, \"support_rank\": 37}, {\"value_label\": \"39.39\", \"support\": 24, \"support_share\": 0.002508361204013378, \"support_rank\": 38}, {\"value_label\": \"40.619999999999997\", \"support\": 24, \"support_share\": 0.002508361204013378, \"support_rank\": 39}, {\"value_label\": \"41.01\", \"support\": 24, \"support_share\": 0.002508361204013378, \"support_rank\": 40}, {\"value_label\": \"41.1\", \"support\": 24, \"support_share\": 0.002508361204013378, \"support_rank\": 41}, {\"value_label\": \"41.14\", \"support\": 24, \"support_share\": 0.002508361204013378, \"support_rank\": 42}, {\"value_label\": \"41.38\", \"support\": 24, \"support_share\": 0.002508361204013378, \"support_rank\": 43}, {\"value_label\": \"41.58\", \"support\": 24, \"support_share\": 0.002508361204013378, \"support_rank\": 44}, {\"value_label\": \"41.62\", \"support\": 24, \"support_share\": 0.002508361204013378, \"support_rank\": 45}, {\"value_label\": \"41.66\", \"support\": 24, \"support_share\": 0.002508361204013378, \"support_rank\": 46}, {\"value_label\": \"42.28\", \"support\": 24, \"support_share\": 0.002508361204013378, \"support_rank\": 47}, {\"value_label\": \"42.44\", \"support\": 24, \"support_share\": 0.002508361204013378, \"support_rank\": 48}, {\"value_label\": \"43.02\", \"support\": 24, \"support_share\": 0.002508361204013378, \"support_rank\": 49}, {\"value_label\": \"43.13\", \"support\": 24, \"support_share\": 0.002508361204013378, \"support_rank\": 50}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 5.41}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_88e366a0a7587faa/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_88e366a0a7587faa/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..6dab8e57d756f1c66ec79a39f207bb7b2ea5dc80 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_88e366a0a7587faa/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "n20", + "started_at": "2026-05-19T16:07:40.647025+00:00", + "ended_at": "2026-05-19T16:07:40.653262+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n20_88e366a0a7587faa", + "problem_id": "v2p_n20_2ba056256c1d5484", + "dataset_id": "n20", + "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=V.", + "bindings": { + "group_col": "V" + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col} AS value_label, COUNT(*) AS support\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank\nFROM grouped\nORDER BY support DESC, value_label;", + "notes": [ + "default_facets=support_concentration,value_imbalance_profile", + "template_selection_mode=deterministic", + "problem_index_within_template=1", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/sql/v2q_n20_88e366a0a7587faa.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_a/n20/artifacts/v2q_n20_88e366a0a7587faa/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_88e366a0a7587faa/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_88e366a0a7587faa/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_a/n20/artifacts/v2q_n20_8a4442773630fc97/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8a4442773630fc97/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..0513b8f4cb00253372766e560e2ec47487fee8ae --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8a4442773630fc97/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Window Partition Average to probe slice_level_consistency with semantic role ranked_signal_view. Focus on group_col=V, measure_col=AT. +Result preview: [{"V": "44.37", "avg_measure": 32.45}, {"V": "80.180000000000007", "avg_measure": 32.086}, {"V": "73.03", "avg_measure": 32.04461538461538}, {"V": "53.53", "avg_measure": 31.99}, {"V": "62.04", "avg_measure": 31.802500000000002}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8a4442773630fc97/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8a4442773630fc97/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..beb7760f314aedd85395fafe3a0a0ab624b37f4d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8a4442773630fc97/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: n20 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_n20_8a4442773630fc97 +-- problem_id: v2p_n20_91055d21f1f98b8b +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "V", + AVG(CAST("AT" AS REAL)) OVER (PARTITION BY "V") AS "avg_measure" +FROM "n20" +ORDER BY "avg_measure" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8a4442773630fc97/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8a4442773630fc97/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6755cb5c6bc17b28ce070877cba06ddda860ebbb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8a4442773630fc97/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_window_partition_avg\nSELECT DISTINCT \"V\",\n AVG(CAST(\"AT\" AS REAL)) OVER (PARTITION BY \"V\") AS \"avg_measure\"\nFROM \"n20\"\nORDER BY \"avg_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"V\\\",\\n AVG(CAST(\\\"AT\\\" AS REAL)) OVER (PARTITION BY \\\"V\\\") AS \\\"avg_measure\\\"\\nFROM \\\"n20\\\"\\nORDER BY \\\"avg_measure\\\" DESC;\", \"columns\": [\"V\", \"avg_measure\"], \"rows\": [{\"V\": \"44.37\", \"avg_measure\": 32.45}, {\"V\": \"80.180000000000007\", \"avg_measure\": 32.086}, {\"V\": \"73.03\", \"avg_measure\": 32.04461538461538}, {\"V\": \"53.53\", \"avg_measure\": 31.99}, {\"V\": \"62.04\", \"avg_measure\": 31.802500000000002}, {\"V\": \"74.34\", \"avg_measure\": 31.431538461538462}, {\"V\": \"62.7\", \"avg_measure\": 31.32}, {\"V\": \"72.290000000000006\", \"avg_measure\": 31.309166666666666}, {\"V\": \"71.22\", \"avg_measure\": 31.302}, {\"V\": \"79.05\", \"avg_measure\": 31.22}, {\"V\": \"73.88\", \"avg_measure\": 31.202999999999996}, {\"V\": \"67.48\", \"avg_measure\": 31.145}, {\"V\": \"73.56\", \"avg_measure\": 30.966428571428573}, {\"V\": \"70.8\", \"avg_measure\": 30.805714285714284}, {\"V\": \"73.91\", \"avg_measure\": 30.72625}, {\"V\": \"72.25\", \"avg_measure\": 30.686666666666667}, {\"V\": \"53.3\", \"avg_measure\": 30.63}, {\"V\": \"72.86\", \"avg_measure\": 30.506666666666664}, {\"V\": \"69.819999999999993\", \"avg_measure\": 30.504285714285714}, {\"V\": \"69.98\", \"avg_measure\": 30.487142857142857}, {\"V\": \"70.83\", \"avg_measure\": 30.465}, {\"V\": \"65.739999999999995\", \"avg_measure\": 30.441666666666666}, {\"V\": \"56.24\", \"avg_measure\": 30.44}, {\"V\": \"75.08\", \"avg_measure\": 30.422307692307694}, {\"V\": \"71.8\", \"avg_measure\": 30.321111111111108}, {\"V\": \"77.17\", \"avg_measure\": 30.314666666666668}, {\"V\": \"78.05\", \"avg_measure\": 30.21142857142857}, {\"V\": \"58.9\", \"avg_measure\": 30.173333333333332}, {\"V\": \"69.88\", \"avg_measure\": 30.139444444444443}, {\"V\": \"68.27\", \"avg_measure\": 30.112142857142857}, {\"V\": \"67.22\", \"avg_measure\": 30.060000000000002}, {\"V\": \"78.87\", \"avg_measure\": 30.035}, {\"V\": \"62.34\", \"avg_measure\": 30.01}, {\"V\": \"69.75\", \"avg_measure\": 29.977777777777778}, {\"V\": \"76.09\", \"avg_measure\": 29.875384615384615}, {\"V\": \"68.510000000000005\", \"avg_measure\": 29.851363636363637}, {\"V\": \"61.85\", \"avg_measure\": 29.85}, {\"V\": \"74.16\", \"avg_measure\": 29.804761904761904}, {\"V\": \"75.33\", \"avg_measure\": 29.763076923076923}, {\"V\": \"64.959999999999994\", \"avg_measure\": 29.745263157894737}, {\"V\": \"57.35\", \"avg_measure\": 29.7}, {\"V\": \"72.510000000000005\", \"avg_measure\": 29.61}, {\"V\": \"76.2\", \"avg_measure\": 29.56153846153846}, {\"V\": \"71.319999999999993\", \"avg_measure\": 29.5575}, {\"V\": \"68.84\", \"avg_measure\": 29.534285714285716}, {\"V\": \"79.739999999999995\", \"avg_measure\": 29.511875}, {\"V\": \"68.14\", \"avg_measure\": 29.490454545454543}, {\"V\": \"68.94\", \"avg_measure\": 29.480434782608693}, {\"V\": \"69.400000000000006\", \"avg_measure\": 29.46}, {\"V\": \"77.239999999999995\", \"avg_measure\": 29.400000000000002}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 21.18}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8a4442773630fc97/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8a4442773630fc97/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..abcb24f008f2fd42e5eaf596212e0c944d00d709 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8a4442773630fc97/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "n20", + "started_at": "2026-05-19T15:40:31.364017+00:00", + "ended_at": "2026-05-19T15:40:41.432942+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n20_8a4442773630fc97", + "problem_id": "v2p_n20_91055d21f1f98b8b", + "dataset_id": "n20", + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role ranked_signal_view. Focus on group_col=V, measure_col=AT.", + "bindings": { + "group_col": "V", + "measure_col": "AT", + "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": 23.99, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=rule", + "problem_index_within_template=1", + "sql_variant_index=2/2", + "binding_index=48" + ], + "template_selection_mode": "rule", + "selected_template_rank": 5, + "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_a/n20/sql/v2q_n20_8a4442773630fc97.sql", + "usage_summary": { + "dataset_id": "n20", + "model": "v2-cli:codex", + "run_id": "v2q_n20_8a4442773630fc97", + "api_calls": 0, + "input_tokens": 13529, + "cached_input_tokens": 12672, + "output_tokens": 419, + "total_tokens": 13948, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10042.96, + "sql_execution_elapsed_ms_total": 21.18, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8a4442773630fc97/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8a4442773630fc97/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8a4442773630fc97/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..198afb4fb883b23a6a5800f6739d011d609683ae --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8a4442773630fc97/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:40:41.409594+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": 10042.96, "started_at": "2026-05-19T15:40:31.365284+00:00", "ended_at": "2026-05-19T15:40:41.408270+00:00", "prompt_metrics": {"chars": 4627, "bytes_utf8": 4627, "lines": 156, "estimated_tokens": null}, "response_metrics": {"chars": 380, "bytes_utf8": 380, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13529, "cached_input_tokens": 12672, "output_tokens": 419, "reasoning_output_tokens": 316}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"V\\\",\\n AVG(CAST(\\\"AT\\\" AS REAL)) OVER (PARTITION BY \\\"V\\\") AS \\\"avg_measure\\\"\\nFROM \\\"n20\\\"\\nORDER BY \\\"avg_measure\\\" DESC;\",\"notes\":\"Applied the Window Partition Average template with group_col=\\\"V\\\" and measure_col=\\\"AT\\\". Cast \\\"AT\\\" to REAL because the SQLite schema stores numeric fields as TEXT.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8a4442773630fc97/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8a4442773630fc97/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..bd8224de5b80efcf65f2188e6eee05cadce9b3a7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8a4442773630fc97/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n20", + "model": "v2-cli:codex", + "run_id": "v2q_n20_8a4442773630fc97", + "api_calls": 0, + "input_tokens": 13529, + "cached_input_tokens": 12672, + "output_tokens": 419, + "total_tokens": 13948, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10042.96, + "sql_execution_elapsed_ms_total": 21.18, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8a4442773630fc97/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8c56951d30a37dae/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8c56951d30a37dae/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a1f5f75498b88cfb266037746d869754ffc56d52 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8c56951d30a37dae/cli/conversation.jsonl @@ -0,0 +1,4 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 4490, "bytes_utf8": 4490, "lines": 154, "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": 4490, "bytes_utf8": 4490, "lines": 154, "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": 351, "bytes_utf8": 351, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13509, "cached_input_tokens": 12032, "output_tokens": 474, "reasoning_output_tokens": 372}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8c56951d30a37dae/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8c56951d30a37dae/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..08bda1c773cc0dfb729cde5c84bbd6b276cf856e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8c56951d30a37dae/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": "n20", + "model": "v2-cli:codex", + "run_id": "v2q_n20_8c56951d30a37dae", + "api_calls": 0, + "input_tokens": 13509, + "cached_input_tokens": 12032, + "output_tokens": 474, + "total_tokens": 13983, + "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": 15272.05, + "sql_execution_elapsed_ms_total": 2.15, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8c56951d30a37dae/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8c56951d30a37dae/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8c56951d30a37dae/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..87a8cfe6873b3f14102d25979d6f233acf86b24c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8c56951d30a37dae/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:02:52.775825+00:00", + "ended_at": "2026-05-19T16:02:56.134281+00:00", + "elapsed_ms": 3358.43, + "returncode": 1, + "prompt_metrics": { + "chars": 4490, + "bytes_utf8": 4490, + "lines": 154, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8c56951d30a37dae/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8c56951d30a37dae/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..d90ad4911a565a34ef06464b8925ff006158cfbd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8c56951d30a37dae/cli/sql_attempt_2.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:02:57.136873+00:00", + "ended_at": "2026-05-19T16:03:09.050539+00:00", + "elapsed_ms": 11913.62, + "prompt_metrics": { + "chars": 4490, + "bytes_utf8": 4490, + "lines": 154, + "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": 351, + "bytes_utf8": 351, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13509, + "cached_input_tokens": 12032, + "output_tokens": 474, + "reasoning_output_tokens": 372 + } + }, + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8c56951d30a37dae/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8c56951d30a37dae/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..db7ed36f67703d69adf4bcdcfbe9ba07f8bbeaf2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8c56951d30a37dae/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,154 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n20 +- dataset_name: Combined Cycle Power Plant +- table_name: n20 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 4 feature columns and target `PE`. +- task_type: regression +- target_column: PE +- main_row_count: 9568 +- important_fields: +- AT: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for AT. +- V: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'subgroup_candidate'] desc=Numeric field for V. +- AP: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for AP. +- RH: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for RH. +- PE: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for PE. +- useful_field_combinations: [['V', 'AT', 'PE'], ['AT', 'V', 'PE']] +- fields_requiring_caution: ['PE', 'AT', 'V', 'AP'] +- source_url: https://archive.ics.uci.edu/dataset/294/combined+cycle+power+plant + +SQLite schema snapshot: +{ + "table_name": "n20", + "quoted_table_name": "\"n20\"", + "row_count": 9568, + "columns": [ + { + "name": "AT", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "AP", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PE", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "AT": "14.96", + "V": "41.76", + "AP": "1024.07", + "RH": "73.17", + "PE": "463.26" + }, + { + "AT": "25.18", + "V": "62.96", + "AP": "1020.04", + "RH": "59.08", + "PE": "444.37" + }, + { + "AT": "5.1100000000000003", + "V": "39.4", + "AP": "1012.16", + "RH": "92.14", + "PE": "488.56" + }, + { + "AT": "20.86", + "V": "57.32", + "AP": "1010.24", + "RH": "76.64", + "PE": "446.48" + }, + { + "AT": "10.82", + "V": "37.5", + "AP": "1009.23", + "RH": "96.62", + "PE": "473.9" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_threshold_rarity_cdf", + "template_name": "Threshold Rarity CDF", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n20", + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=V.", + "planned_template_id": "tpl_threshold_rarity_cdf", + "bindings": { + "measure_col": "V", + "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": 66.54, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8c56951d30a37dae/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8c56951d30a37dae/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..db7ed36f67703d69adf4bcdcfbe9ba07f8bbeaf2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8c56951d30a37dae/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,154 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n20 +- dataset_name: Combined Cycle Power Plant +- table_name: n20 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 4 feature columns and target `PE`. +- task_type: regression +- target_column: PE +- main_row_count: 9568 +- important_fields: +- AT: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for AT. +- V: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'subgroup_candidate'] desc=Numeric field for V. +- AP: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for AP. +- RH: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for RH. +- PE: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for PE. +- useful_field_combinations: [['V', 'AT', 'PE'], ['AT', 'V', 'PE']] +- fields_requiring_caution: ['PE', 'AT', 'V', 'AP'] +- source_url: https://archive.ics.uci.edu/dataset/294/combined+cycle+power+plant + +SQLite schema snapshot: +{ + "table_name": "n20", + "quoted_table_name": "\"n20\"", + "row_count": 9568, + "columns": [ + { + "name": "AT", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "AP", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PE", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "AT": "14.96", + "V": "41.76", + "AP": "1024.07", + "RH": "73.17", + "PE": "463.26" + }, + { + "AT": "25.18", + "V": "62.96", + "AP": "1020.04", + "RH": "59.08", + "PE": "444.37" + }, + { + "AT": "5.1100000000000003", + "V": "39.4", + "AP": "1012.16", + "RH": "92.14", + "PE": "488.56" + }, + { + "AT": "20.86", + "V": "57.32", + "AP": "1010.24", + "RH": "76.64", + "PE": "446.48" + }, + { + "AT": "10.82", + "V": "37.5", + "AP": "1009.23", + "RH": "96.62", + "PE": "473.9" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_threshold_rarity_cdf", + "template_name": "Threshold Rarity CDF", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n20", + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=V.", + "planned_template_id": "tpl_threshold_rarity_cdf", + "bindings": { + "measure_col": "V", + "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": 66.54, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8c56951d30a37dae/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8c56951d30a37dae/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..40dd92a5c11dacf16d5f50570def1bddfa0700da --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8c56951d30a37dae/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f9-cbf2-73b0-9561-2a901ea2e7b2"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8c56951d30a37dae/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8c56951d30a37dae/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ddb1516d8e86b27cbb7ebedbb9b474e86970dfdf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8c56951d30a37dae/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f9-cbf2-73b0-9561-2a901ea2e7b2"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8c56951d30a37dae/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8c56951d30a37dae/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ed929ffd57759702c69c579d9efc857c4d73c4ff --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8c56951d30a37dae/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f9-dcfe-7342-aa05-83fed1295136"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_threshold_rarity_cdf\\nSELECT AVG(CASE WHEN CAST(\\\"V\\\" AS REAL) <= 66.54 THEN 1 ELSE 0 END) AS \\\"empirical_cdf_at_threshold\\\"\\nFROM \\\"n20\\\";\",\"notes\":\"Uses the Threshold Rarity CDF template with measure_col=\\\"V\\\" and measure_threshold=66.54. CAST to REAL is applied because the SQLite schema stores numeric fields as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13509,"cached_input_tokens":12032,"output_tokens":474,"reasoning_output_tokens":372}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8c56951d30a37dae/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8c56951d30a37dae/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..60f5c021d6154a4d2cb86f4a0509ae5125380e07 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8c56951d30a37dae/cli/sql_response_attempt_2.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_threshold_rarity_cdf\nSELECT AVG(CASE WHEN CAST(\"V\" AS REAL) <= 66.54 THEN 1 ELSE 0 END) AS \"empirical_cdf_at_threshold\"\nFROM \"n20\";","notes":"Uses the Threshold Rarity CDF template with measure_col=\"V\" and measure_threshold=66.54. CAST to REAL is applied because the SQLite schema stores numeric fields as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8c56951d30a37dae/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8c56951d30a37dae/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8c56951d30a37dae/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8c56951d30a37dae/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8cd94e35234183b5/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8cd94e35234183b5/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..fc7032ec0dc91b8c888166b5a9fbf0a4dcd41b72 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8cd94e35234183b5/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 4621, "bytes_utf8": 4621, "lines": 156, "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": 386, "bytes_utf8": 386, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13528, "cached_input_tokens": 12672, "output_tokens": 281, "reasoning_output_tokens": 182}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8cd94e35234183b5/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8cd94e35234183b5/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..c03b1f4ed616eefd1b56bcc239cff99519679ab5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8cd94e35234183b5/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": "n20", + "model": "v2-cli:codex", + "run_id": "v2q_n20_8cd94e35234183b5", + "api_calls": 0, + "input_tokens": 13528, + "cached_input_tokens": 12672, + "output_tokens": 281, + "total_tokens": 13809, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15925.91, + "sql_execution_elapsed_ms_total": 16.72, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8cd94e35234183b5/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8cd94e35234183b5/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8cd94e35234183b5/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..6b658e944a08188a32bd92cd5cc263579da9f47d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8cd94e35234183b5/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": "2026-05-19T15:42:29.818559+00:00", + "ended_at": "2026-05-19T15:42:45.744500+00:00", + "elapsed_ms": 15925.91, + "prompt_metrics": { + "chars": 4621, + "bytes_utf8": 4621, + "lines": 156, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1406, + "bytes_utf8": 1406, + "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": 386, + "bytes_utf8": 386, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13528, + "cached_input_tokens": 12672, + "output_tokens": 281, + "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_a/n20/artifacts/v2q_n20_8cd94e35234183b5/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8cd94e35234183b5/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f0dd485f97340a76fc7e738435390859e87795fd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8cd94e35234183b5/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,156 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n20 +- dataset_name: Combined Cycle Power Plant +- table_name: n20 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 4 feature columns and target `PE`. +- task_type: regression +- target_column: PE +- main_row_count: 9568 +- important_fields: +- AT: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for AT. +- V: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'subgroup_candidate'] desc=Numeric field for V. +- AP: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for AP. +- RH: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for RH. +- PE: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for PE. +- useful_field_combinations: [['V', 'AT', 'PE'], ['AT', 'V', 'PE']] +- fields_requiring_caution: ['PE', 'AT', 'V', 'AP'] +- source_url: https://archive.ics.uci.edu/dataset/294/combined+cycle+power+plant + +SQLite schema snapshot: +{ + "table_name": "n20", + "quoted_table_name": "\"n20\"", + "row_count": 9568, + "columns": [ + { + "name": "AT", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "AP", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PE", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "AT": "14.96", + "V": "41.76", + "AP": "1024.07", + "RH": "73.17", + "PE": "463.26" + }, + { + "AT": "25.18", + "V": "62.96", + "AP": "1020.04", + "RH": "59.08", + "PE": "444.37" + }, + { + "AT": "5.1100000000000003", + "V": "39.4", + "AP": "1012.16", + "RH": "92.14", + "PE": "488.56" + }, + { + "AT": "20.86", + "V": "57.32", + "AP": "1010.24", + "RH": "76.64", + "PE": "446.48" + }, + { + "AT": "10.82", + "V": "37.5", + "AP": "1009.23", + "RH": "96.62", + "PE": "473.9" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n20", + "question": "Use template Window Partition Average to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=V, measure_col=V.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "V", + "measure_col": "V", + "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": 66.54, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8cd94e35234183b5/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8cd94e35234183b5/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..3b951da1c729773fc4e4d5d247f09abe183a00ad --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8cd94e35234183b5/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,6 @@ +{"type":"thread.started","thread_id":"019e40e7-22c0-78a3-b5ed-8da8bc3603cb"} +{"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 14163. Please try again in 424ms. 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 1991441, Requested 14163. Please try again in 168ms. 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_window_partition_avg\\nSELECT DISTINCT \\\"V\\\",\\n AVG(CAST(\\\"V\\\" AS REAL)) OVER (PARTITION BY \\\"V\\\") AS avg_measure\\nFROM \\\"n20\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Applied the provided Window Partition Average template with group_col=\\\"V\\\" and measure_col=\\\"V\\\". CAST to REAL for SQLite numeric averaging because the schema stores values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13528,"cached_input_tokens":12672,"output_tokens":281,"reasoning_output_tokens":182}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8cd94e35234183b5/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8cd94e35234183b5/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9d1fc2cecb2cc180db951eef7d946c2d184ecc51 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8cd94e35234183b5/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"V\",\n AVG(CAST(\"V\" AS REAL)) OVER (PARTITION BY \"V\") AS avg_measure\nFROM \"n20\"\nORDER BY avg_measure DESC;","notes":"Applied the provided Window Partition Average template with group_col=\"V\" and measure_col=\"V\". CAST to REAL for SQLite numeric averaging because the schema stores values as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8cd94e35234183b5/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8cd94e35234183b5/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8d0d6e3f30407746/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8d0d6e3f30407746/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2792c83e64f08476c170af638d4336373dd8482f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8d0d6e3f30407746/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 4543, "bytes_utf8": 4543, "lines": 156, "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": 13518, "cached_input_tokens": 12032, "output_tokens": 456, "reasoning_output_tokens": 350}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8d0d6e3f30407746/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8d0d6e3f30407746/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..ba962194362f8ce70114d985c10d2f9ad9f8d3cb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8d0d6e3f30407746/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": "n20", + "model": "v2-cli:codex", + "run_id": "v2q_n20_8d0d6e3f30407746", + "api_calls": 0, + "input_tokens": 13518, + "cached_input_tokens": 12032, + "output_tokens": 456, + "total_tokens": 13974, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10857.06, + "sql_execution_elapsed_ms_total": 18.45, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8d0d6e3f30407746/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8d0d6e3f30407746/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8d0d6e3f30407746/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..956f8f10c768321d9073cc47238074027387ec9f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8d0d6e3f30407746/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": "2026-05-19T15:28:28.056752+00:00", + "ended_at": "2026-05-19T15:28:38.913852+00:00", + "elapsed_ms": 10857.06, + "prompt_metrics": { + "chars": 4543, + "bytes_utf8": 4543, + "lines": 156, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 734, + "bytes_utf8": 734, + "lines": 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": 13518, + "cached_input_tokens": 12032, + "output_tokens": 456, + "reasoning_output_tokens": 350 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8d0d6e3f30407746/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8d0d6e3f30407746/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..aab784de6b234f3e8567a97ad2029ba70c5f4a4b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8d0d6e3f30407746/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,156 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n20 +- dataset_name: Combined Cycle Power Plant +- table_name: n20 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 4 feature columns and target `PE`. +- task_type: regression +- target_column: PE +- main_row_count: 9568 +- important_fields: +- AT: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for AT. +- V: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'subgroup_candidate'] desc=Numeric field for V. +- AP: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for AP. +- RH: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for RH. +- PE: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for PE. +- useful_field_combinations: [['V', 'AT', 'PE'], ['AT', 'V', 'PE']] +- fields_requiring_caution: ['PE', 'AT', 'V', 'AP'] +- source_url: https://archive.ics.uci.edu/dataset/294/combined+cycle+power+plant + +SQLite schema snapshot: +{ + "table_name": "n20", + "quoted_table_name": "\"n20\"", + "row_count": 9568, + "columns": [ + { + "name": "AT", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "AP", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PE", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "AT": "14.96", + "V": "41.76", + "AP": "1024.07", + "RH": "73.17", + "PE": "463.26" + }, + { + "AT": "25.18", + "V": "62.96", + "AP": "1020.04", + "RH": "59.08", + "PE": "444.37" + }, + { + "AT": "5.1100000000000003", + "V": "39.4", + "AP": "1012.16", + "RH": "92.14", + "PE": "488.56" + }, + { + "AT": "20.86", + "V": "57.32", + "AP": "1010.24", + "RH": "76.64", + "PE": "446.48" + }, + { + "AT": "10.82", + "V": "37.5", + "AP": "1009.23", + "RH": "96.62", + "PE": "473.9" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_h2o_group_sum", + "template_name": "Grouped Numeric Sum", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n20", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=V, measure_col=AT.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "V", + "measure_col": "AT", + "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": 23.99, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8d0d6e3f30407746/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8d0d6e3f30407746/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..278618d0f0317c6c89fcf74602f9ae1813be9e18 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8d0d6e3f30407746/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40da-4aa5-7802-aa30-d662adfb801d"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT CAST(\\\"V\\\" AS REAL) AS \\\"V\\\", SUM(CAST(\\\"AT\\\" AS REAL)) AS total_measure\\nFROM \\\"n20\\\"\\nGROUP BY CAST(\\\"V\\\" AS REAL)\\nORDER BY total_measure DESC;\",\"notes\":\"Applied the provided Grouped Numeric Sum template with group_col=\\\"V\\\" and measure_col=\\\"AT\\\". Cast both columns to REAL because the SQLite schema stores them as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13518,"cached_input_tokens":12032,"output_tokens":456,"reasoning_output_tokens":350}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8d0d6e3f30407746/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8d0d6e3f30407746/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..00bfd39c6ad3ac4016373d12184ce45b5d465964 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8d0d6e3f30407746/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_h2o_group_sum\nSELECT CAST(\"V\" AS REAL) AS \"V\", SUM(CAST(\"AT\" AS REAL)) AS total_measure\nFROM \"n20\"\nGROUP BY CAST(\"V\" AS REAL)\nORDER BY total_measure DESC;","notes":"Applied the provided Grouped Numeric Sum template with group_col=\"V\" and measure_col=\"AT\". Cast both columns to REAL because the SQLite schema stores them as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8d0d6e3f30407746/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8d0d6e3f30407746/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8db2ec16dd250203/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8db2ec16dd250203/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..b2f8b59c4e03a1ca3ce115d36d391c34d3eef029 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8db2ec16dd250203/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"AT": "25.21", "support": 14, "avg_response": 67.23142857142857}, {"AT": "13.78", "support": 12, "avg_response": 76.91083333333333}, {"AT": "24.43", "support": 11, "avg_response": 67.27272727272727}, {"AT": "10.59", "support": 10, "avg_response": 84.764}, {"AT": "11.02", "support": 10, "avg_response": 84.147}]} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8db2ec16dd250203/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8db2ec16dd250203/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..5b6f5ff035cd7c6dd063100fe971e07fc44144a6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8db2ec16dd250203/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: n20 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n20_8db2ec16dd250203 +-- problem_id: v2p_n20_01247d0b21def02a +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "AT", + COUNT(*) AS support, + AVG("RH") AS avg_response +FROM "n20" +GROUP BY "AT" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8db2ec16dd250203/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8db2ec16dd250203/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a2c06dc97d9f4ec16a41e16842ee7e2797ba77d2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8db2ec16dd250203/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_a\n-- sql_source_dataset_id: n20\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n20_8db2ec16dd250203\n-- problem_id: v2p_n20_01247d0b21def02a\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"AT\",\n COUNT(*) AS support,\n AVG(\"RH\") AS avg_response\nFROM \"n20\"\nGROUP BY \"AT\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v2\\n-- sql_source_label: v2_current\\n-- sql_source_run_id: v2_cli_20260502_081223_a\\n-- sql_source_dataset_id: n20\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n20_8db2ec16dd250203\\n-- problem_id: v2p_n20_01247d0b21def02a\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"AT\\\",\\n COUNT(*) AS support,\\n AVG(\\\"RH\\\") AS avg_response\\nFROM \\\"n20\\\"\\nGROUP BY \\\"AT\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"AT\", \"support\", \"avg_response\"], \"rows\": [{\"AT\": \"25.21\", \"support\": 14, \"avg_response\": 67.23142857142857}, {\"AT\": \"13.78\", \"support\": 12, \"avg_response\": 76.91083333333333}, {\"AT\": \"24.43\", \"support\": 11, \"avg_response\": 67.27272727272727}, {\"AT\": \"10.59\", \"support\": 10, \"avg_response\": 84.764}, {\"AT\": \"11.02\", \"support\": 10, \"avg_response\": 84.147}, {\"AT\": \"20.76\", \"support\": 10, \"avg_response\": 82.715}, {\"AT\": \"13.56\", \"support\": 10, \"avg_response\": 80.27000000000001}, {\"AT\": \"13.83\", \"support\": 10, \"avg_response\": 80.183}, {\"AT\": \"23.63\", \"support\": 10, \"avg_response\": 79.671}, {\"AT\": \"25.42\", \"support\": 10, \"avg_response\": 78.884}, {\"AT\": \"23.09\", \"support\": 10, \"avg_response\": 77.887}, {\"AT\": \"16\", \"support\": 10, \"avg_response\": 75.30199999999999}, {\"AT\": \"23.56\", \"support\": 10, \"avg_response\": 74.649}, {\"AT\": \"23.48\", \"support\": 10, \"avg_response\": 74.207}, {\"AT\": \"22.49\", \"support\": 10, \"avg_response\": 74.022}, {\"AT\": \"24.27\", \"support\": 10, \"avg_response\": 71.65799999999999}, {\"AT\": \"19.690000000000001\", \"support\": 10, \"avg_response\": 69.392}, {\"AT\": \"28.18\", \"support\": 10, \"avg_response\": 65.071}, {\"AT\": \"24.54\", \"support\": 10, \"avg_response\": 62.67999999999999}, {\"AT\": \"12.24\", \"support\": 9, \"avg_response\": 85.57111111111111}, {\"AT\": \"7.64\", \"support\": 9, \"avg_response\": 81.7188888888889}, {\"AT\": \"23.39\", \"support\": 9, \"avg_response\": 79.90333333333334}, {\"AT\": \"14.43\", \"support\": 9, \"avg_response\": 79.13111111111112}, {\"AT\": \"12.19\", \"support\": 9, \"avg_response\": 78.75666666666666}, {\"AT\": \"14.1\", \"support\": 9, \"avg_response\": 78.60333333333334}, {\"AT\": \"14.66\", \"support\": 9, \"avg_response\": 76.92333333333333}, {\"AT\": \"23.25\", \"support\": 9, \"avg_response\": 74.51444444444445}, {\"AT\": \"21.11\", \"support\": 9, \"avg_response\": 74.24666666666667}, {\"AT\": \"26.85\", \"support\": 9, \"avg_response\": 73.54}, {\"AT\": \"25.16\", \"support\": 9, \"avg_response\": 73.4}, {\"AT\": \"25.56\", \"support\": 9, \"avg_response\": 73.19111111111111}, {\"AT\": \"14.85\", \"support\": 9, \"avg_response\": 72.69555555555556}, {\"AT\": \"24.2\", \"support\": 9, \"avg_response\": 72.6}, {\"AT\": \"26.45\", \"support\": 9, \"avg_response\": 70.16111111111111}, {\"AT\": \"25.14\", \"support\": 9, \"avg_response\": 69.60333333333332}, {\"AT\": \"24.6\", \"support\": 9, \"avg_response\": 69.39}, {\"AT\": \"26.31\", \"support\": 9, \"avg_response\": 68.66222222222223}, {\"AT\": \"27.37\", \"support\": 9, \"avg_response\": 68.42444444444445}, {\"AT\": \"25.77\", \"support\": 9, \"avg_response\": 67.43444444444444}, {\"AT\": \"24.49\", \"support\": 9, \"avg_response\": 67.34777777777778}, {\"AT\": \"26.12\", \"support\": 9, \"avg_response\": 66.69555555555556}, {\"AT\": \"24.26\", \"support\": 9, \"avg_response\": 66.16111111111111}, {\"AT\": \"26.38\", \"support\": 9, \"avg_response\": 62.78111111111111}, {\"AT\": \"27.71\", \"support\": 9, \"avg_response\": 61.376666666666665}, {\"AT\": \"29.45\", \"support\": 9, \"avg_response\": 55.465555555555554}, {\"AT\": \"19.13\", \"support\": 8, \"avg_response\": 86.33}, {\"AT\": \"13.18\", \"support\": 8, \"avg_response\": 85.4925}, {\"AT\": \"9.68\", \"support\": 8, \"avg_response\": 84.30875}, {\"AT\": \"10.8\", \"support\": 8, \"avg_response\": 83.83375}, {\"AT\": \"8.51\", \"support\": 8, \"avg_response\": 83.50125}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 6.42}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8db2ec16dd250203/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8db2ec16dd250203/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..2272a0c694dad9c6a7a269d102fec69b712c2c13 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8db2ec16dd250203/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "n20", + "started_at": "2026-05-19T16:07:40.669081+00:00", + "ended_at": "2026-05-19T16:07:40.676231+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n20_8db2ec16dd250203", + "problem_id": "v2p_n20_01247d0b21def02a", + "dataset_id": "n20", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=RH, key_col=AT.", + "bindings": { + "key_col": "AT", + "measure_col": "RH", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=3", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/sql/v2q_n20_8db2ec16dd250203.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_a/n20/artifacts/v2q_n20_8db2ec16dd250203/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8db2ec16dd250203/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8db2ec16dd250203/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_a/n20/artifacts/v2q_n20_8e2fe15419cf5cf5/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8e2fe15419cf5cf5/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..0809c8f478e0baabdc050a05ff5d1e0cac4a88b0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8e2fe15419cf5cf5/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "n20", + "started_at": "2026-05-19T16:06:27.158200+00:00", + "ended_at": "2026-05-19T16:06:34.047843+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n20_8e2fe15419cf5cf5", + "problem_id": "v2p_n20_cc37354d8f6cbf66", + "dataset_id": "n20", + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "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 Thresholded Group Ranking to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=V, measure_col=RH.", + "bindings": { + "group_col": "V", + "measure_col": "RH", + "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": 81.4522, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\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=135" + ], + "template_selection_mode": "rule", + "selected_template_rank": 12, + "problem_index_within_template": 4, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8e2fe15419cf5cf5/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8e2fe15419cf5cf5/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e3e77fc67dd0edc2dc249b1bf602b79b3f5695c0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8e2fe15419cf5cf5/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:06:30.200755+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": 3040.06, "started_at": "2026-05-19T16:06:27.160020+00:00", "ended_at": "2026-05-19T16:06:30.200112+00:00", "prompt_metrics": {"chars": 4713, "bytes_utf8": 4713, "lines": 156, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40fd-1155-79f0-bf6d-4a2698003e2f\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:06:34.047654+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": 2844.8, "started_at": "2026-05-19T16:06:31.201451+00:00", "ended_at": "2026-05-19T16:06:34.046286+00:00", "prompt_metrics": {"chars": 4713, "bytes_utf8": 4713, "lines": 156, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40fd-211f-75a0-9f67-799ab9b3f16e\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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_a/n20/artifacts/v2q_n20_8f176e6f6fba3c00/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8f176e6f6fba3c00/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..91968c145f3bfc4593fca6b616c9c9bc3e5d4c4b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8f176e6f6fba3c00/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=V. +Result preview: [{"V": "70.319999999999993", "row_count": 61}, {"V": "41.17", "row_count": 61}, {"V": "51.43", "row_count": 47}, {"V": "45.01", "row_count": 46}, {"V": "68.08", "row_count": 45}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8f176e6f6fba3c00/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8f176e6f6fba3c00/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..0c1bafcd6ca0de21979a56555c846ee8183257cd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8f176e6f6fba3c00/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: n20 +-- 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_n20_8f176e6f6fba3c00 +-- problem_id: v2p_n20_36f5c90d279eaca1 +-- realization_mode: agent +-- source_kind: agent +SELECT "V", COUNT(*) AS row_count +FROM "n20" +GROUP BY "V" +ORDER BY row_count DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8f176e6f6fba3c00/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8f176e6f6fba3c00/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b70baf6b8460351031320f6d708fba3dc9095737 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8f176e6f6fba3c00/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 \"V\", COUNT(*) AS row_count\nFROM \"n20\"\nGROUP BY \"V\"\nORDER BY row_count DESC;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"V\\\", COUNT(*) AS row_count\\nFROM \\\"n20\\\"\\nGROUP BY \\\"V\\\"\\nORDER BY row_count DESC;\", \"columns\": [\"V\", \"row_count\"], \"rows\": [{\"V\": \"70.319999999999993\", \"row_count\": 61}, {\"V\": \"41.17\", \"row_count\": 61}, {\"V\": \"51.43\", \"row_count\": 47}, {\"V\": \"45.01\", \"row_count\": 46}, {\"V\": \"68.08\", \"row_count\": 45}, {\"V\": \"66.540000000000006\", \"row_count\": 44}, {\"V\": \"45.87\", \"row_count\": 42}, {\"V\": \"69.13\", \"row_count\": 41}, {\"V\": \"58.79\", \"row_count\": 41}, {\"V\": \"59.21\", \"row_count\": 40}, {\"V\": \"41.16\", \"row_count\": 40}, {\"V\": \"71.14\", \"row_count\": 39}, {\"V\": \"44.9\", \"row_count\": 39}, {\"V\": \"41.26\", \"row_count\": 38}, {\"V\": \"42.86\", \"row_count\": 37}, {\"V\": \"40.71\", \"row_count\": 37}, {\"V\": \"39.64\", \"row_count\": 37}, {\"V\": \"75.599999999999994\", \"row_count\": 36}, {\"V\": \"43.14\", \"row_count\": 34}, {\"V\": \"77.95\", \"row_count\": 33}, {\"V\": \"63.94\", \"row_count\": 33}, {\"V\": \"44.63\", \"row_count\": 33}, {\"V\": \"40.549999999999997\", \"row_count\": 32}, {\"V\": \"39.72\", \"row_count\": 32}, {\"V\": \"39.61\", \"row_count\": 32}, {\"V\": \"41.54\", \"row_count\": 30}, {\"V\": \"40.64\", \"row_count\": 30}, {\"V\": \"39.159999999999997\", \"row_count\": 29}, {\"V\": \"71.319999999999993\", \"row_count\": 28}, {\"V\": \"70.02\", \"row_count\": 28}, {\"V\": \"41.79\", \"row_count\": 28}, {\"V\": \"39.96\", \"row_count\": 28}, {\"V\": \"38.909999999999997\", \"row_count\": 28}, {\"V\": \"40.81\", \"row_count\": 27}, {\"V\": \"40.69\", \"row_count\": 27}, {\"V\": \"40\", \"row_count\": 27}, {\"V\": \"40.770000000000003\", \"row_count\": 26}, {\"V\": \"74.22\", \"row_count\": 24}, {\"V\": \"73.67\", \"row_count\": 24}, {\"V\": \"73.5\", \"row_count\": 24}, {\"V\": \"73.180000000000007\", \"row_count\": 24}, {\"V\": \"73.17\", \"row_count\": 24}, {\"V\": \"72.239999999999995\", \"row_count\": 24}, {\"V\": \"71.98\", \"row_count\": 24}, {\"V\": \"71.849999999999994\", \"row_count\": 24}, {\"V\": \"71.290000000000006\", \"row_count\": 24}, {\"V\": \"70.47\", \"row_count\": 24}, {\"V\": \"69.84\", \"row_count\": 24}, {\"V\": \"68.67\", \"row_count\": 24}, {\"V\": \"68.239999999999995\", \"row_count\": 24}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 5.01}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8f176e6f6fba3c00/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8f176e6f6fba3c00/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..9892c2182a1202b21da3cd6e2888ea2f9019cb93 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8f176e6f6fba3c00/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "n20", + "started_at": "2026-05-19T15:32:33.007228+00:00", + "ended_at": "2026-05-19T15:32:49.510531+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n20_8f176e6f6fba3c00", + "problem_id": "v2p_n20_36f5c90d279eaca1", + "dataset_id": "n20", + "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=V.", + "bindings": { + "group_col": "V", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 25.72, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_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_a/n20/sql/v2q_n20_8f176e6f6fba3c00.sql", + "usage_summary": { + "dataset_id": "n20", + "model": "v2-cli:codex", + "run_id": "v2q_n20_8f176e6f6fba3c00", + "api_calls": 0, + "input_tokens": 13493, + "cached_input_tokens": 12672, + "output_tokens": 327, + "total_tokens": 13820, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 16494.83, + "sql_execution_elapsed_ms_total": 5.01, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8f176e6f6fba3c00/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8f176e6f6fba3c00/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8f176e6f6fba3c00/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..27010a3a99e2a58b78fc43ce5388a51c5b174cec --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8f176e6f6fba3c00/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:32:49.503982+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": 16494.83, "started_at": "2026-05-19T15:32:33.008358+00:00", "ended_at": "2026-05-19T15:32:49.503216+00:00", "prompt_metrics": {"chars": 4464, "bytes_utf8": 4464, "lines": 154, "estimated_tokens": null}, "response_metrics": {"chars": 255, "bytes_utf8": 255, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13493, "cached_input_tokens": 12672, "output_tokens": 327, "reasoning_output_tokens": 253}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"V\\\", COUNT(*) AS row_count\\nFROM \\\"n20\\\"\\nGROUP BY \\\"V\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Uses the provided grouped-count template with group_col bound to \\\"V\\\" on the single table \\\"n20\\\".\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8f176e6f6fba3c00/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8f176e6f6fba3c00/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..41d260b7b3bd264bc91e7b4201aea7a936badf19 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8f176e6f6fba3c00/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n20", + "model": "v2-cli:codex", + "run_id": "v2q_n20_8f176e6f6fba3c00", + "api_calls": 0, + "input_tokens": 13493, + "cached_input_tokens": 12672, + "output_tokens": 327, + "total_tokens": 13820, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 16494.83, + "sql_execution_elapsed_ms_total": 5.01, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8f176e6f6fba3c00/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_9163d167e88252e8/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_9163d167e88252e8/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..2dd39ed9fe53c82048f910f35d8d7f1a1e5f156b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_9163d167e88252e8/run_manifest.json @@ -0,0 +1,72 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "n20", + "started_at": "2026-05-19T15:59:36.909246+00:00", + "ended_at": "2026-05-19T15:59:44.010007+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n20_9163d167e88252e8", + "problem_id": "v2p_n20_f7afc456a2582796", + "dataset_id": "n20", + "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=V, condition_col=PE.", + "bindings": { + "group_col": "V", + "condition_col": "PE", + "condition_value": "468.8", + "positive_value": "468.8", + "negative_value": "434.01", + "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": 66.54, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=rule", + "problem_index_within_template=2", + "sql_variant_index=1/2", + "binding_index=97" + ], + "template_selection_mode": "rule", + "selected_template_rank": 9, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_9163d167e88252e8/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_9163d167e88252e8/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..786505fc425d8c6d246bf18227789a661f8d2406 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_9163d167e88252e8/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T15:59:39.850774+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": 2939.64, "started_at": "2026-05-19T15:59:36.910329+00:00", "ended_at": "2026-05-19T15:59:39.850034+00:00", "prompt_metrics": {"chars": 4791, "bytes_utf8": 4791, "lines": 159, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40f6-cee5-7ef1-bdb5-36ef8d6e522d\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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": "2026-05-19T15:59:44.009908+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": 3157.56, "started_at": "2026-05-19T15:59:40.851540+00:00", "ended_at": "2026-05-19T15:59:44.009135+00:00", "prompt_metrics": {"chars": 4791, "bytes_utf8": 4791, "lines": 159, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40f6-de2f-71c1-a05f-c46b3242f26d\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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_a/n20/artifacts/v2q_n20_91d40c01882ef2b3/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_91d40c01882ef2b3/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a21e34c3b6ca20cf0199d50bfbc64933fc12ca6f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_91d40c01882ef2b3/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5096, "bytes_utf8": 5096, "lines": 156, "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": 648, "bytes_utf8": 648, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13654, "cached_input_tokens": 12672, "output_tokens": 604, "reasoning_output_tokens": 420}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_91d40c01882ef2b3/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_91d40c01882ef2b3/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..28c7b3656b90001b3cd138e7ec485b596b097816 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_91d40c01882ef2b3/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": "n20", + "model": "v2-cli:codex", + "run_id": "v2q_n20_91d40c01882ef2b3", + "api_calls": 0, + "input_tokens": 13654, + "cached_input_tokens": 12672, + "output_tokens": 604, + "total_tokens": 14258, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15633.49, + "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_a/n20/artifacts/v2q_n20_91d40c01882ef2b3/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_91d40c01882ef2b3/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_91d40c01882ef2b3/cli/sql_attempt_1.metadata.json new file mode 100644 index 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"estimated_tokens": null + }, + "usage": { + "input_tokens": 13654, + "cached_input_tokens": 12672, + "output_tokens": 604, + "reasoning_output_tokens": 420 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_91d40c01882ef2b3/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_91d40c01882ef2b3/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f1ece3e3500f1ab96a0e5a04672af639e538094a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_91d40c01882ef2b3/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,156 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n20 +- dataset_name: Combined Cycle Power Plant +- table_name: n20 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 4 feature columns and target `PE`. +- task_type: regression +- target_column: PE +- main_row_count: 9568 +- important_fields: +- AT: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for AT. +- V: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'subgroup_candidate'] desc=Numeric field for V. +- AP: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for AP. +- RH: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for RH. +- PE: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for PE. +- useful_field_combinations: [['V', 'AT', 'PE'], ['AT', 'V', 'PE']] +- fields_requiring_caution: ['PE', 'AT', 'V', 'AP'] +- source_url: https://archive.ics.uci.edu/dataset/294/combined+cycle+power+plant + +SQLite schema snapshot: +{ + "table_name": "n20", + "quoted_table_name": "\"n20\"", + "row_count": 9568, + "columns": [ + { + "name": "AT", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "AP", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PE", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "AT": "14.96", + "V": "41.76", + "AP": "1024.07", + "RH": "73.17", + "PE": "463.26" + }, + { + "AT": "25.18", + "V": "62.96", + "AP": "1020.04", + "RH": "59.08", + "PE": "444.37" + }, + { + "AT": "5.1100000000000003", + "V": "39.4", + "AP": "1012.16", + "RH": "92.14", + "PE": "488.56" + }, + { + "AT": "20.86", + "V": "57.32", + "AP": "1010.24", + "RH": "76.64", + "PE": "446.48" + }, + { + "AT": "10.82", + "V": "37.5", + "AP": "1009.23", + "RH": "96.62", + "PE": "473.9" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_relative_total_threshold", + "template_name": "Relative-to-Total Extreme Threshold", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n20", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=V, measure_col=V.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "V", + "measure_col": "V", + "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": 62.52, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_91d40c01882ef2b3/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_91d40c01882ef2b3/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..7bfd490422718ac4717932907881212d03312135 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_91d40c01882ef2b3/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40eb-001f-7e52-b819-4767343a8ccd"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpch_relative_total_threshold\\nWITH grouped AS (\\n SELECT CAST(\\\"V\\\" AS REAL) AS \\\"V\\\", SUM(CAST(\\\"V\\\" AS REAL)) AS group_value\\n FROM \\\"n20\\\"\\n WHERE \\\"V\\\" IS NOT NULL\\n GROUP BY CAST(\\\"V\\\" AS REAL)\\n), total AS (\\n SELECT SUM(group_value) AS total_value\\n FROM grouped\\n)\\nSELECT g.\\\"V\\\", g.group_value\\nFROM grouped AS g\\nCROSS JOIN total AS t\\nWHERE g.group_value > t.total_value * 0.05\\nORDER BY g.group_value DESC;\",\"notes\":\"Used the planned Relative-to-Total Extreme Threshold template with group_col=\\\"V\\\" and measure_col=\\\"V\\\". Cast \\\"V\\\" to REAL because the SQLite schema stores numeric values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13654,"cached_input_tokens":12672,"output_tokens":604,"reasoning_output_tokens":420}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_91d40c01882ef2b3/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_91d40c01882ef2b3/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c3c5288cd0f94226342e0a537eb1c9d1988a08d1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_91d40c01882ef2b3/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_relative_total_threshold\nWITH grouped AS (\n SELECT CAST(\"V\" AS REAL) AS \"V\", SUM(CAST(\"V\" AS REAL)) AS group_value\n FROM \"n20\"\n WHERE \"V\" IS NOT NULL\n GROUP BY CAST(\"V\" AS REAL)\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.\"V\", g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * 0.05\nORDER BY g.group_value DESC;","notes":"Used the planned Relative-to-Total Extreme Threshold template with group_col=\"V\" and measure_col=\"V\". Cast \"V\" to REAL because the SQLite schema stores numeric values as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_91d40c01882ef2b3/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_91d40c01882ef2b3/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_9444b6a7b0a4d636/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_9444b6a7b0a4d636/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..91fd5d0f2c33bb3585151dbedaf1f17590bfafcc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_9444b6a7b0a4d636/final_answer.txt @@ -0,0 +1 @@ +No rows were returned for: Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=V, measure_col=RH. \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_9444b6a7b0a4d636/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_9444b6a7b0a4d636/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..c8dd0a026cb45679e779500efd14a63dc96302de --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_9444b6a7b0a4d636/generated_sql.sql @@ -0,0 +1,26 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: n20 +-- 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_tpch_relative_total_threshold +-- query_record_id: v2q_n20_9444b6a7b0a4d636 +-- problem_id: v2p_n20_da4274c8f694eb69 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "V", SUM(CAST("RH" AS REAL)) AS group_value + FROM "n20" + GROUP BY "V" +), total AS ( + SELECT SUM(group_value) AS total_value + FROM grouped +) +SELECT g."V", g.group_value +FROM grouped AS g +CROSS JOIN total AS t +WHERE g.group_value > t.total_value * 0.1 +ORDER BY g.group_value DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_9444b6a7b0a4d636/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_9444b6a7b0a4d636/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..169a8e6183f8aaad93fc25cbd390dee5ae9f616d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_9444b6a7b0a4d636/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_tpch_relative_total_threshold\nWITH grouped AS (\n SELECT \"V\", SUM(CAST(\"RH\" AS REAL)) AS group_value\n FROM \"n20\"\n GROUP BY \"V\"\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.\"V\", g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * 0.1\nORDER BY g.group_value DESC;", "result": "{\"query\": \"-- template_id: tpl_tpch_relative_total_threshold\\nWITH grouped AS (\\n SELECT \\\"V\\\", SUM(CAST(\\\"RH\\\" AS REAL)) AS group_value\\n FROM \\\"n20\\\"\\n GROUP BY \\\"V\\\"\\n), total AS (\\n SELECT SUM(group_value) AS total_value\\n FROM grouped\\n)\\nSELECT g.\\\"V\\\", g.group_value\\nFROM grouped AS g\\nCROSS JOIN total AS t\\nWHERE g.group_value > t.total_value * 0.1\\nORDER BY g.group_value DESC;\", \"columns\": [\"V\", \"group_value\"], \"rows\": [], \"row_count_returned\": 0, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 6.1}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_9444b6a7b0a4d636/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_9444b6a7b0a4d636/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..c2e1e49d482109e31867453a8084f888e77daca4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_9444b6a7b0a4d636/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "n20", + "started_at": "2026-05-19T15:49:23.023476+00:00", + "ended_at": "2026-05-19T15:49:36.433816+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n20_9444b6a7b0a4d636", + "problem_id": "v2p_n20_da4274c8f694eb69", + "dataset_id": "n20", + "template_id": "tpl_tpch_relative_total_threshold", + "template_name": "Relative-to-Total Extreme Threshold", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_mass_similarity", + "intended_facet_id": "tail_ranked_signal", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=V, measure_col=RH.", + "bindings": { + "group_col": "V", + "measure_col": "RH", + "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": 84.83, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=rule", + "problem_index_within_template=8", + "sql_variant_index=1/2", + "binding_index=79" + ], + "template_selection_mode": "rule", + "selected_template_rank": 7, + "problem_index_within_template": 8, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/sql/v2q_n20_9444b6a7b0a4d636.sql", + "usage_summary": { + "dataset_id": "n20", + "model": "v2-cli:codex", + "run_id": "v2q_n20_9444b6a7b0a4d636", + "api_calls": 0, + "input_tokens": 13656, + "cached_input_tokens": 12672, + "output_tokens": 535, + "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": 13401.21, + "sql_execution_elapsed_ms_total": 6.1, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_9444b6a7b0a4d636/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_9444b6a7b0a4d636/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_9444b6a7b0a4d636/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5ddcb4d0b41780fc472902fbf39f603af3e1024e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_9444b6a7b0a4d636/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:49:36.426305+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": 13401.21, "started_at": "2026-05-19T15:49:23.024326+00:00", "ended_at": "2026-05-19T15:49:36.425558+00:00", "prompt_metrics": {"chars": 5097, "bytes_utf8": 5097, "lines": 156, "estimated_tokens": null}, "response_metrics": {"chars": 554, "bytes_utf8": 554, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13656, "cached_input_tokens": 12672, "output_tokens": 535, "reasoning_output_tokens": 379}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tpch_relative_total_threshold\\nWITH grouped AS (\\n SELECT \\\"V\\\", SUM(CAST(\\\"RH\\\" AS REAL)) AS group_value\\n FROM \\\"n20\\\"\\n GROUP BY \\\"V\\\"\\n), total AS (\\n SELECT SUM(group_value) AS total_value\\n FROM grouped\\n)\\nSELECT g.\\\"V\\\", g.group_value\\nFROM grouped AS g\\nCROSS JOIN total AS t\\nWHERE g.group_value > t.total_value * 0.1\\nORDER BY g.group_value DESC;\",\"notes\":\"Used the provided template with group_col=\\\"V\\\" and measure_col=\\\"RH\\\". Cast \\\"RH\\\" to REAL because the schema stores numeric fields as TEXT.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_9444b6a7b0a4d636/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_9444b6a7b0a4d636/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..ff9843a2f2d07899ea3e45b3a49e4df552731a30 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_9444b6a7b0a4d636/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n20", + "model": "v2-cli:codex", + "run_id": "v2q_n20_9444b6a7b0a4d636", + "api_calls": 0, + "input_tokens": 13656, + "cached_input_tokens": 12672, + "output_tokens": 535, + "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": 13401.21, + "sql_execution_elapsed_ms_total": 6.1, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_9444b6a7b0a4d636/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_9708ac96bf27bb91/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_9708ac96bf27bb91/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..8e722ce67f80b1045d37559e7b3c582ba2de52b9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_9708ac96bf27bb91/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=RH. +Result preview: [{"RH": 100.16}, {"RH": 100.15}, {"RH": 100.15}, {"RH": 100.15}, {"RH": 100.14}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_9708ac96bf27bb91/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_9708ac96bf27bb91/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..599ab7bfa44df2a392f7e3cf95c039a1972d57db --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_9708ac96bf27bb91/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: n20 +-- 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_m4_quantile_tail_slice +-- query_record_id: v2q_n20_9708ac96bf27bb91 +-- problem_id: v2p_n20_1a1efa760f938c89 +-- realization_mode: agent +-- source_kind: agent +WITH buckets AS ( + SELECT CAST("RH" AS REAL) AS "RH", + NTILE(10) OVER (ORDER BY CAST("RH" AS REAL) DESC) AS "tail_bucket" + FROM "n20" +) +SELECT "RH" +FROM buckets +WHERE "tail_bucket" = 1 +ORDER BY "RH" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_9708ac96bf27bb91/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_9708ac96bf27bb91/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..00599648bc899f5278ae3ba5e78412b11169aaab --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_9708ac96bf27bb91/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_quantile_tail_slice\nWITH buckets AS (\n SELECT CAST(\"RH\" AS REAL) AS \"RH\",\n NTILE(10) OVER (ORDER BY CAST(\"RH\" AS REAL) DESC) AS \"tail_bucket\"\n FROM \"n20\"\n)\nSELECT \"RH\"\nFROM buckets\nWHERE \"tail_bucket\" = 1\nORDER BY \"RH\" DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_quantile_tail_slice\\nWITH buckets AS (\\n SELECT CAST(\\\"RH\\\" AS REAL) AS \\\"RH\\\",\\n NTILE(10) OVER (ORDER BY CAST(\\\"RH\\\" AS REAL) DESC) AS \\\"tail_bucket\\\"\\n FROM \\\"n20\\\"\\n)\\nSELECT \\\"RH\\\"\\nFROM buckets\\nWHERE \\\"tail_bucket\\\" = 1\\nORDER BY \\\"RH\\\" DESC;\", \"columns\": [\"RH\"], \"rows\": [{\"RH\": 100.16}, {\"RH\": 100.15}, {\"RH\": 100.15}, {\"RH\": 100.15}, {\"RH\": 100.14}, {\"RH\": 100.13}, {\"RH\": 100.13}, {\"RH\": 100.13}, {\"RH\": 100.13}, {\"RH\": 100.13}, {\"RH\": 100.13}, {\"RH\": 100.13}, {\"RH\": 100.12}, {\"RH\": 100.12}, {\"RH\": 100.12}, {\"RH\": 100.12}, {\"RH\": 100.11}, {\"RH\": 100.11}, {\"RH\": 100.11}, {\"RH\": 100.1}, {\"RH\": 100.1}, {\"RH\": 100.1}, {\"RH\": 100.1}, {\"RH\": 100.1}, {\"RH\": 100.1}, {\"RH\": 100.09}, {\"RH\": 100.09}, {\"RH\": 100.09}, {\"RH\": 100.09}, {\"RH\": 100.09}, {\"RH\": 100.09}, {\"RH\": 100.09}, {\"RH\": 100.09}, {\"RH\": 100.09}, {\"RH\": 100.09}, {\"RH\": 100.09}, {\"RH\": 100.09}, {\"RH\": 100.09}, {\"RH\": 100.09}, {\"RH\": 100.09}, {\"RH\": 100.09}, {\"RH\": 100.09}, {\"RH\": 100.09}, {\"RH\": 100.09}, {\"RH\": 100.09}, {\"RH\": 100.09}, {\"RH\": 100.09}, {\"RH\": 100.09}, {\"RH\": 100.09}, {\"RH\": 100.09}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 15.95}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_9708ac96bf27bb91/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_9708ac96bf27bb91/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..f2a0be08d6d7bb2cf820083fe3c693abca74949f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_9708ac96bf27bb91/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "n20", + "started_at": "2026-05-19T15:45:45.494550+00:00", + "ended_at": "2026-05-19T15:45:55.288447+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n20_9708ac96bf27bb91", + "problem_id": "v2p_n20_1a1efa760f938c89", + "dataset_id": "n20", + "template_id": "tpl_m4_quantile_tail_slice", + "template_name": "Quantile Tail Slice", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=RH.", + "bindings": { + "measure_col": "RH", + "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": 84.83, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=rule", + "problem_index_within_template=8", + "sql_variant_index=1/1", + "binding_index=67" + ], + "template_selection_mode": "rule", + "selected_template_rank": 6, + "problem_index_within_template": 8, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/sql/v2q_n20_9708ac96bf27bb91.sql", + "usage_summary": { + "dataset_id": "n20", + "model": "v2-cli:codex", + "run_id": "v2q_n20_9708ac96bf27bb91", + "api_calls": 0, + "input_tokens": 13573, + "cached_input_tokens": 12032, + "output_tokens": 387, + "total_tokens": 13960, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 9774.77, + "sql_execution_elapsed_ms_total": 15.95, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_9708ac96bf27bb91/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_9708ac96bf27bb91/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_9708ac96bf27bb91/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e628bf400f3f99bc9e19ab2b8cd82fcaadc8c4b6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_9708ac96bf27bb91/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:45:55.270973+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": 9774.77, "started_at": "2026-05-19T15:45:45.495411+00:00", "ended_at": "2026-05-19T15:45:55.270205+00:00", "prompt_metrics": {"chars": 4726, "bytes_utf8": 4726, "lines": 154, "estimated_tokens": null}, "response_metrics": {"chars": 481, "bytes_utf8": 481, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13573, "cached_input_tokens": 12032, "output_tokens": 387, "reasoning_output_tokens": 248}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_m4_quantile_tail_slice\\nWITH buckets AS (\\n SELECT CAST(\\\"RH\\\" AS REAL) AS \\\"RH\\\",\\n NTILE(10) OVER (ORDER BY CAST(\\\"RH\\\" AS REAL) DESC) AS \\\"tail_bucket\\\"\\n FROM \\\"n20\\\"\\n)\\nSELECT \\\"RH\\\"\\nFROM buckets\\nWHERE \\\"tail_bucket\\\" = 1\\nORDER BY \\\"RH\\\" DESC;\",\"notes\":\"Applied the Quantile Tail Slice template with measure_col bound to \\\"RH\\\" and num_tiles=10. CAST to REAL is used because the schema stores numeric fields as TEXT in SQLite.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_9708ac96bf27bb91/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_9708ac96bf27bb91/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..e2eff919a5004b5e6344add49d4911550475d67d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_9708ac96bf27bb91/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n20", + "model": "v2-cli:codex", + "run_id": "v2q_n20_9708ac96bf27bb91", + "api_calls": 0, + "input_tokens": 13573, + "cached_input_tokens": 12032, + "output_tokens": 387, + "total_tokens": 13960, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 9774.77, + "sql_execution_elapsed_ms_total": 15.95, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_9708ac96bf27bb91/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_97a52ceb7999c6ad/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_97a52ceb7999c6ad/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..a8301f3062bf5dcf5d40d179794211c513395fcb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_97a52ceb7999c6ad/final_answer.txt @@ -0,0 +1 @@ +No rows were returned for: Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=V, measure_col=AT. \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_97a52ceb7999c6ad/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_97a52ceb7999c6ad/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..4a7cd48ff8dd898fcb5e12bafecddbdb9a1cd8b3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_97a52ceb7999c6ad/generated_sql.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: n20 +-- 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_tpch_relative_total_threshold +-- query_record_id: v2q_n20_97a52ceb7999c6ad +-- problem_id: v2p_n20_e521ab2aa30b9d1a +-- realization_mode: agent +-- source_kind: agent +WITH "grouped" AS ( + SELECT CAST("V" AS REAL) AS "V", SUM(CAST("AT" AS REAL)) AS "group_value" + FROM "n20" + WHERE "V" IS NOT NULL AND "AT" IS NOT NULL + GROUP BY CAST("V" AS REAL) +), +"total" AS ( + SELECT SUM("group_value") AS "total_value" + FROM "grouped" +) +SELECT g."V", g."group_value" +FROM "grouped" AS g +CROSS JOIN "total" AS t +WHERE g."group_value" > t."total_value" * 0.05 +ORDER BY g."group_value" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_97a52ceb7999c6ad/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_97a52ceb7999c6ad/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d2bf3b6cceb2fa3213bdd190efe3f30b12d70a8c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_97a52ceb7999c6ad/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_tpch_relative_total_threshold\nWITH \"grouped\" AS (\n SELECT CAST(\"V\" AS REAL) AS \"V\", SUM(CAST(\"AT\" AS REAL)) AS \"group_value\"\n FROM \"n20\"\n WHERE \"V\" IS NOT NULL AND \"AT\" IS NOT NULL\n GROUP BY CAST(\"V\" AS REAL)\n),\n\"total\" AS (\n SELECT SUM(\"group_value\") AS \"total_value\"\n FROM \"grouped\"\n)\nSELECT g.\"V\", g.\"group_value\"\nFROM \"grouped\" AS g\nCROSS JOIN \"total\" AS t\nWHERE g.\"group_value\" > t.\"total_value\" * 0.05\nORDER BY g.\"group_value\" DESC;", "result": "{\"query\": \"-- template_id: tpl_tpch_relative_total_threshold\\nWITH \\\"grouped\\\" AS (\\n SELECT CAST(\\\"V\\\" AS REAL) AS \\\"V\\\", SUM(CAST(\\\"AT\\\" AS REAL)) AS \\\"group_value\\\"\\n FROM \\\"n20\\\"\\n WHERE \\\"V\\\" IS NOT NULL AND \\\"AT\\\" IS NOT NULL\\n GROUP BY CAST(\\\"V\\\" AS REAL)\\n),\\n\\\"total\\\" AS (\\n SELECT SUM(\\\"group_value\\\") AS \\\"total_value\\\"\\n FROM \\\"grouped\\\"\\n)\\nSELECT g.\\\"V\\\", g.\\\"group_value\\\"\\nFROM \\\"grouped\\\" AS g\\nCROSS JOIN \\\"total\\\" AS t\\nWHERE g.\\\"group_value\\\" > t.\\\"total_value\\\" * 0.05\\nORDER BY g.\\\"group_value\\\" DESC;\", \"columns\": [\"V\", \"group_value\"], \"rows\": [], \"row_count_returned\": 0, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 7.97}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_97a52ceb7999c6ad/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_97a52ceb7999c6ad/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..13830bbd5e9c61082bfa0858ee71ca39aff43b17 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_97a52ceb7999c6ad/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "n20", + "started_at": "2026-05-19T15:46:07.084831+00:00", + "ended_at": "2026-05-19T15:46:26.682351+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n20_97a52ceb7999c6ad", + "problem_id": "v2p_n20_e521ab2aa30b9d1a", + "dataset_id": "n20", + "template_id": "tpl_tpch_relative_total_threshold", + "template_name": "Relative-to-Total Extreme Threshold", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_mass_similarity", + "intended_facet_id": "tail_ranked_signal", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=V, measure_col=AT.", + "bindings": { + "group_col": "V", + "measure_col": "AT", + "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": 23.99, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=rule", + "problem_index_within_template=1", + "sql_variant_index=2/2", + "binding_index=72" + ], + "template_selection_mode": "rule", + "selected_template_rank": 7, + "problem_index_within_template": 1, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/sql/v2q_n20_97a52ceb7999c6ad.sql", + "usage_summary": { + "dataset_id": "n20", + "model": "v2-cli:codex", + "run_id": "v2q_n20_97a52ceb7999c6ad", + "api_calls": 0, + "input_tokens": 13656, + "cached_input_tokens": 12672, + "output_tokens": 604, + "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": 19585.79, + "sql_execution_elapsed_ms_total": 7.97, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_97a52ceb7999c6ad/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_97a52ceb7999c6ad/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_97a52ceb7999c6ad/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..23897454e6113ba171e7014ff13208315eca058a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_97a52ceb7999c6ad/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:46:26.672979+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": 19585.79, "started_at": "2026-05-19T15:46:07.086124+00:00", "ended_at": "2026-05-19T15:46:26.671957+00:00", "prompt_metrics": {"chars": 5099, "bytes_utf8": 5099, "lines": 156, "estimated_tokens": null}, "response_metrics": {"chars": 724, "bytes_utf8": 724, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13656, "cached_input_tokens": 12672, "output_tokens": 604, "reasoning_output_tokens": 386}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tpch_relative_total_threshold\\nWITH \\\"grouped\\\" AS (\\n SELECT CAST(\\\"V\\\" AS REAL) AS \\\"V\\\", SUM(CAST(\\\"AT\\\" AS REAL)) AS \\\"group_value\\\"\\n FROM \\\"n20\\\"\\n WHERE \\\"V\\\" IS NOT NULL AND \\\"AT\\\" IS NOT NULL\\n GROUP BY CAST(\\\"V\\\" AS REAL)\\n),\\n\\\"total\\\" AS (\\n SELECT SUM(\\\"group_value\\\") AS \\\"total_value\\\"\\n FROM \\\"grouped\\\"\\n)\\nSELECT g.\\\"V\\\", g.\\\"group_value\\\"\\nFROM \\\"grouped\\\" AS g\\nCROSS JOIN \\\"total\\\" AS t\\nWHERE g.\\\"group_value\\\" > t.\\\"total_value\\\" * 0.05\\nORDER BY g.\\\"group_value\\\" DESC;\",\"notes\":\"Applied the planned Relative-to-Total Extreme Threshold template with group_col=\\\"V\\\" and measure_col=\\\"AT\\\". Casted both columns to REAL because the SQLite schema stores them as TEXT.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_97a52ceb7999c6ad/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_97a52ceb7999c6ad/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..a5b0f85e3697c96057bd76eeff2177cbbfeb2050 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_97a52ceb7999c6ad/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n20", + "model": "v2-cli:codex", + "run_id": "v2q_n20_97a52ceb7999c6ad", + "api_calls": 0, + "input_tokens": 13656, + "cached_input_tokens": 12672, + "output_tokens": 604, + "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": 19585.79, + "sql_execution_elapsed_ms_total": 7.97, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_97a52ceb7999c6ad/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_97e99ee94c275988/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_97e99ee94c275988/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..13a4886bdc5082458fe93e7f82230f31764a524f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_97e99ee94c275988/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=V, condition_col=PE. +Result preview: [{"V": "67.25", "condition_ratio": 0.0}, {"V": "67.45", "condition_ratio": 0.0}, {"V": "70.400000000000006", "condition_ratio": 0.0}, {"V": "71.319999999999993", "condition_ratio": 0.0}, {"V": "71.58", "condition_ratio": 0.0}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_97e99ee94c275988/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_97e99ee94c275988/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..e1c5a82ae59514caa893e2d98bcdc1df94af860c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_97e99ee94c275988/generated_sql.sql @@ -0,0 +1,24 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: n20 +-- 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_n20_97e99ee94c275988 +-- problem_id: v2p_n20_3cb4b5013d2c63d2 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "V", + SUM(CASE WHEN "PE" = '468.8' THEN 1 ELSE 0 END) AS numerator_count, + SUM(CASE WHEN "PE" = '434.01' THEN 1 ELSE 0 END) AS denominator_count + FROM "n20" + GROUP BY "V" +) +SELECT "V", + 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_a/n20/artifacts/v2q_n20_97e99ee94c275988/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_97e99ee94c275988/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b5806a4fda13fb19fde15a2bab64b3891970c092 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_97e99ee94c275988/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 \"V\",\n SUM(CASE WHEN \"PE\" = '468.8' THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN \"PE\" = '434.01' THEN 1 ELSE 0 END) AS denominator_count\n FROM \"n20\"\n GROUP BY \"V\"\n)\nSELECT \"V\",\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 \\\"V\\\",\\n SUM(CASE WHEN \\\"PE\\\" = '468.8' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"PE\\\" = '434.01' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"n20\\\"\\n GROUP BY \\\"V\\\"\\n)\\nSELECT \\\"V\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\", \"columns\": [\"V\", \"condition_ratio\"], \"rows\": [{\"V\": \"67.25\", \"condition_ratio\": 0.0}, {\"V\": \"67.45\", \"condition_ratio\": 0.0}, {\"V\": \"70.400000000000006\", \"condition_ratio\": 0.0}, {\"V\": \"71.319999999999993\", \"condition_ratio\": 0.0}, {\"V\": \"71.58\", \"condition_ratio\": 0.0}, {\"V\": \"74.900000000000006\", \"condition_ratio\": 0.0}, {\"V\": \"76.2\", \"condition_ratio\": 0.0}, {\"V\": \"79.05\", \"condition_ratio\": 0.0}, {\"V\": \"25.36\", \"condition_ratio\": null}, {\"V\": \"25.88\", \"condition_ratio\": null}, {\"V\": \"34.03\", \"condition_ratio\": null}, {\"V\": \"34.69\", \"condition_ratio\": null}, {\"V\": \"35.19\", \"condition_ratio\": null}, {\"V\": \"35.4\", \"condition_ratio\": null}, {\"V\": \"35.47\", \"condition_ratio\": null}, {\"V\": \"35.57\", \"condition_ratio\": null}, {\"V\": \"35.71\", \"condition_ratio\": null}, {\"V\": \"35.76\", \"condition_ratio\": null}, {\"V\": \"35.770000000000003\", \"condition_ratio\": null}, {\"V\": \"35.79\", \"condition_ratio\": null}, {\"V\": \"35.85\", \"condition_ratio\": null}, {\"V\": \"36.08\", \"condition_ratio\": null}, {\"V\": \"36.18\", \"condition_ratio\": null}, {\"V\": \"36.24\", \"condition_ratio\": null}, {\"V\": \"36.25\", \"condition_ratio\": null}, {\"V\": \"36.299999999999997\", \"condition_ratio\": null}, {\"V\": \"36.43\", \"condition_ratio\": null}, {\"V\": \"36.54\", \"condition_ratio\": null}, {\"V\": \"36.659999999999997\", \"condition_ratio\": null}, {\"V\": \"36.71\", \"condition_ratio\": null}, {\"V\": \"36.99\", \"condition_ratio\": null}, {\"V\": \"37.14\", \"condition_ratio\": null}, {\"V\": \"37.200000000000003\", \"condition_ratio\": null}, {\"V\": \"37.36\", \"condition_ratio\": null}, {\"V\": \"37.49\", \"condition_ratio\": null}, {\"V\": \"37.5\", \"condition_ratio\": null}, {\"V\": \"37.64\", \"condition_ratio\": null}, {\"V\": \"37.700000000000003\", \"condition_ratio\": null}, {\"V\": \"37.729999999999997\", \"condition_ratio\": null}, {\"V\": \"37.799999999999997\", \"condition_ratio\": null}, {\"V\": \"37.83\", \"condition_ratio\": null}, {\"V\": \"37.85\", \"condition_ratio\": null}, {\"V\": \"37.86\", \"condition_ratio\": null}, {\"V\": \"37.869999999999997\", \"condition_ratio\": null}, {\"V\": \"37.9\", \"condition_ratio\": null}, {\"V\": \"37.909999999999997\", \"condition_ratio\": null}, {\"V\": \"37.92\", \"condition_ratio\": null}, {\"V\": \"38.01\", \"condition_ratio\": null}, {\"V\": \"38.06\", \"condition_ratio\": null}, {\"V\": \"38.08\", \"condition_ratio\": null}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 6.2}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_97e99ee94c275988/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_97e99ee94c275988/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..e9da32fce25432cd913a51c9216306a8620b01b1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_97e99ee94c275988/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "n20", + "started_at": "2026-05-19T15:38:25.524592+00:00", + "ended_at": "2026-05-19T15:38:45.974225+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n20_97e99ee94c275988", + "problem_id": "v2p_n20_3cb4b5013d2c63d2", + "dataset_id": "n20", + "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=V, condition_col=PE.", + "bindings": { + "group_col": "V", + "condition_col": "PE", + "condition_value": "468.8", + "positive_value": "468.8", + "negative_value": "434.01", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 25.72, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_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_a/n20/sql/v2q_n20_97e99ee94c275988.sql", + "usage_summary": { + "dataset_id": "n20", + "model": "v2-cli:codex", + "run_id": "v2q_n20_97e99ee94c275988", + "api_calls": 0, + "input_tokens": 13733, + "cached_input_tokens": 12672, + "output_tokens": 861, + "total_tokens": 14594, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 20439.58, + "sql_execution_elapsed_ms_total": 6.2, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_97e99ee94c275988/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_97e99ee94c275988/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_97e99ee94c275988/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f8a2b38ec404d2ec6038225334e1e7c63fbf8b3f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_97e99ee94c275988/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:38:45.965951+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": 20439.58, "started_at": "2026-05-19T15:38:25.525541+00:00", "ended_at": "2026-05-19T15:38:45.965150+00:00", "prompt_metrics": {"chars": 5361, "bytes_utf8": 5361, "lines": 159, "estimated_tokens": null}, "response_metrics": {"chars": 732, "bytes_utf8": 732, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13733, "cached_input_tokens": 12672, "output_tokens": 861, "reasoning_output_tokens": 658}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH grouped AS (\\n SELECT \\\"V\\\",\\n SUM(CASE WHEN \\\"PE\\\" = '468.8' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"PE\\\" = '434.01' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"n20\\\"\\n GROUP BY \\\"V\\\"\\n)\\nSELECT \\\"V\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\",\"notes\":\"For each distinct \\\"V\\\" group, this computes the ratio of rows with \\\"PE\\\"='468.8' to rows with \\\"PE\\\"='434.01'. Because the SQLite columns are stored as TEXT, the condition checks use exact string equality, and groups with no denominator matches produce NULL ratios.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_97e99ee94c275988/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_97e99ee94c275988/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..c35e397c008b73b74db0b88d8dc66526458b96ed --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_97e99ee94c275988/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n20", + "model": "v2-cli:codex", + "run_id": "v2q_n20_97e99ee94c275988", + "api_calls": 0, + "input_tokens": 13733, + "cached_input_tokens": 12672, + "output_tokens": 861, + "total_tokens": 14594, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 20439.58, + "sql_execution_elapsed_ms_total": 6.2, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_97e99ee94c275988/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_99befe28059bced8/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_99befe28059bced8/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..91968c145f3bfc4593fca6b616c9c9bc3e5d4c4b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_99befe28059bced8/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=V. +Result preview: [{"V": "70.319999999999993", "row_count": 61}, {"V": "41.17", "row_count": 61}, {"V": "51.43", "row_count": 47}, {"V": "45.01", "row_count": 46}, {"V": "68.08", "row_count": 45}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_99befe28059bced8/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_99befe28059bced8/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..07e76391fd942f91370abc76e0611220af6e48cf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_99befe28059bced8/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: n20 +-- 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_n20_99befe28059bced8 +-- problem_id: v2p_n20_2dc0703f2992d706 +-- realization_mode: agent +-- source_kind: agent +SELECT "V", COUNT(*) AS "row_count" +FROM "n20" +GROUP BY "V" +ORDER BY "row_count" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_99befe28059bced8/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_99befe28059bced8/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..71debb1ecb005bc4a1a83c7d714cb42702597474 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_99befe28059bced8/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 \"V\", COUNT(*) AS \"row_count\"\nFROM \"n20\"\nGROUP BY \"V\"\nORDER BY \"row_count\" DESC;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"V\\\", COUNT(*) AS \\\"row_count\\\"\\nFROM \\\"n20\\\"\\nGROUP BY \\\"V\\\"\\nORDER BY \\\"row_count\\\" DESC;\", \"columns\": [\"V\", \"row_count\"], \"rows\": [{\"V\": \"70.319999999999993\", \"row_count\": 61}, {\"V\": \"41.17\", \"row_count\": 61}, {\"V\": \"51.43\", \"row_count\": 47}, {\"V\": \"45.01\", \"row_count\": 46}, {\"V\": \"68.08\", \"row_count\": 45}, {\"V\": \"66.540000000000006\", \"row_count\": 44}, {\"V\": \"45.87\", \"row_count\": 42}, {\"V\": \"69.13\", \"row_count\": 41}, {\"V\": \"58.79\", \"row_count\": 41}, {\"V\": \"59.21\", \"row_count\": 40}, {\"V\": \"41.16\", \"row_count\": 40}, {\"V\": \"71.14\", \"row_count\": 39}, {\"V\": \"44.9\", \"row_count\": 39}, {\"V\": \"41.26\", \"row_count\": 38}, {\"V\": \"42.86\", \"row_count\": 37}, {\"V\": \"40.71\", \"row_count\": 37}, {\"V\": \"39.64\", \"row_count\": 37}, {\"V\": \"75.599999999999994\", \"row_count\": 36}, {\"V\": \"43.14\", \"row_count\": 34}, {\"V\": \"77.95\", \"row_count\": 33}, {\"V\": \"63.94\", \"row_count\": 33}, {\"V\": \"44.63\", \"row_count\": 33}, {\"V\": \"40.549999999999997\", \"row_count\": 32}, {\"V\": \"39.72\", \"row_count\": 32}, {\"V\": \"39.61\", \"row_count\": 32}, {\"V\": \"41.54\", \"row_count\": 30}, {\"V\": \"40.64\", \"row_count\": 30}, {\"V\": \"39.159999999999997\", \"row_count\": 29}, {\"V\": \"71.319999999999993\", \"row_count\": 28}, {\"V\": \"70.02\", \"row_count\": 28}, {\"V\": \"41.79\", \"row_count\": 28}, {\"V\": \"39.96\", \"row_count\": 28}, {\"V\": \"38.909999999999997\", \"row_count\": 28}, {\"V\": \"40.81\", \"row_count\": 27}, {\"V\": \"40.69\", \"row_count\": 27}, {\"V\": \"40\", \"row_count\": 27}, {\"V\": \"40.770000000000003\", \"row_count\": 26}, {\"V\": \"74.22\", \"row_count\": 24}, {\"V\": \"73.67\", \"row_count\": 24}, {\"V\": \"73.5\", \"row_count\": 24}, {\"V\": \"73.180000000000007\", \"row_count\": 24}, {\"V\": \"73.17\", \"row_count\": 24}, {\"V\": \"72.239999999999995\", \"row_count\": 24}, {\"V\": \"71.98\", \"row_count\": 24}, {\"V\": \"71.849999999999994\", \"row_count\": 24}, {\"V\": \"71.290000000000006\", \"row_count\": 24}, {\"V\": \"70.47\", \"row_count\": 24}, {\"V\": \"69.84\", \"row_count\": 24}, {\"V\": \"68.67\", \"row_count\": 24}, {\"V\": \"68.239999999999995\", \"row_count\": 24}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 5.19}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_99befe28059bced8/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_99befe28059bced8/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..1734d13ef8c164030bc5dd38cfd0525b9198b24f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_99befe28059bced8/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "n20", + "started_at": "2026-05-19T15:31:57.238411+00:00", + "ended_at": "2026-05-19T15:32:14.653828+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n20_99befe28059bced8", + "problem_id": "v2p_n20_2dc0703f2992d706", + "dataset_id": "n20", + "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=V.", + "bindings": { + "group_col": "V", + "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": 66.54, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_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_a/n20/sql/v2q_n20_99befe28059bced8.sql", + "usage_summary": { + "dataset_id": "n20", + "model": "v2-cli:codex", + "run_id": "v2q_n20_99befe28059bced8", + "api_calls": 0, + "input_tokens": 13493, + "cached_input_tokens": 12032, + "output_tokens": 463, + "total_tokens": 13956, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 17406.68, + "sql_execution_elapsed_ms_total": 5.19, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_99befe28059bced8/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_99befe28059bced8/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_99befe28059bced8/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..48a133f7327f1691630ebc9b203fc6b429d192dd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_99befe28059bced8/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:32:14.647192+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": 17406.68, "started_at": "2026-05-19T15:31:57.239673+00:00", "ended_at": "2026-05-19T15:32:14.646386+00:00", "prompt_metrics": {"chars": 4463, "bytes_utf8": 4463, "lines": 154, "estimated_tokens": null}, "response_metrics": {"chars": 265, "bytes_utf8": 265, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13493, "cached_input_tokens": 12032, "output_tokens": 463, "reasoning_output_tokens": 385}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"V\\\", COUNT(*) AS \\\"row_count\\\"\\nFROM \\\"n20\\\"\\nGROUP BY \\\"V\\\"\\nORDER BY \\\"row_count\\\" DESC;\",\"notes\":\"Applied the planned grouped-count template with group_col bound to \\\"V\\\" on the single table \\\"n20\\\".\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_99befe28059bced8/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_99befe28059bced8/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..bbdaa30947bdc6b9c3b87d650314837ad073b446 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_99befe28059bced8/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n20", + "model": "v2-cli:codex", + "run_id": "v2q_n20_99befe28059bced8", + "api_calls": 0, + "input_tokens": 13493, + "cached_input_tokens": 12032, + "output_tokens": 463, + "total_tokens": 13956, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 17406.68, + "sql_execution_elapsed_ms_total": 5.19, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_99befe28059bced8/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_9a41fd906e0e876c/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_9a41fd906e0e876c/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..47643b42bcbe83d0cae2feb9077bdde61f097905 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_9a41fd906e0e876c/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Window Partition Average to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=V, measure_col=RH. +Result preview: [{"V": "39.1", "avg_measure": 100.12}, {"V": "49.78", "avg_measure": 100.08888888888889}, {"V": "52.08", "avg_measure": 99.890625}, {"V": "48.04", "avg_measure": 99.30666666666667}, {"V": "46", "avg_measure": 98.63499999999999}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_9a41fd906e0e876c/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_9a41fd906e0e876c/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..946f8a501ed5227c4b0d5deb9674920f31b8b744 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_9a41fd906e0e876c/generated_sql.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: n20 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_n20_9a41fd906e0e876c +-- problem_id: v2p_n20_3c158aaa62642d92 +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT + "V", + AVG(CAST("RH" AS REAL)) OVER (PARTITION BY "V") AS avg_measure +FROM "n20" +WHERE "V" IS NOT NULL + AND "RH" IS NOT NULL +ORDER BY avg_measure DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_9a41fd906e0e876c/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_9a41fd906e0e876c/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..652fb6ecd675c83c6ce8244fbabff02e9abe2556 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_9a41fd906e0e876c/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_window_partition_avg\nSELECT DISTINCT\n \"V\",\n AVG(CAST(\"RH\" AS REAL)) OVER (PARTITION BY \"V\") AS avg_measure\nFROM \"n20\"\nWHERE \"V\" IS NOT NULL\n AND \"RH\" IS NOT NULL\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT\\n \\\"V\\\",\\n AVG(CAST(\\\"RH\\\" AS REAL)) OVER (PARTITION BY \\\"V\\\") AS avg_measure\\nFROM \\\"n20\\\"\\nWHERE \\\"V\\\" IS NOT NULL\\n AND \\\"RH\\\" IS NOT NULL\\nORDER BY avg_measure DESC;\", \"columns\": [\"V\", \"avg_measure\"], \"rows\": [{\"V\": \"39.1\", \"avg_measure\": 100.12}, {\"V\": \"49.78\", \"avg_measure\": 100.08888888888889}, {\"V\": \"52.08\", \"avg_measure\": 99.890625}, {\"V\": \"48.04\", \"avg_measure\": 99.30666666666667}, {\"V\": \"46\", \"avg_measure\": 98.63499999999999}, {\"V\": \"46.9\", \"avg_measure\": 98.1}, {\"V\": \"50.12\", \"avg_measure\": 98.06875}, {\"V\": \"25.36\", \"avg_measure\": 97.36714285714287}, {\"V\": \"41.22\", \"avg_measure\": 97.298}, {\"V\": \"37.83\", \"avg_measure\": 97.19624999999999}, {\"V\": \"41.96\", \"avg_measure\": 97.048}, {\"V\": \"41.01\", \"avg_measure\": 96.94166666666666}, {\"V\": \"50.88\", \"avg_measure\": 96.82866666666668}, {\"V\": \"42.02\", \"avg_measure\": 96.799375}, {\"V\": \"45.78\", \"avg_measure\": 95.72}, {\"V\": \"38.78\", \"avg_measure\": 95.50333333333333}, {\"V\": \"42.34\", \"avg_measure\": 94.0278947368421}, {\"V\": \"46.18\", \"avg_measure\": 93.91833333333334}, {\"V\": \"61.45\", \"avg_measure\": 93.78571428571429}, {\"V\": \"44.66\", \"avg_measure\": 93.705}, {\"V\": \"46.33\", \"avg_measure\": 93.584}, {\"V\": \"39.590000000000003\", \"avg_measure\": 93.41714285714285}, {\"V\": \"58.18\", \"avg_measure\": 92.92833333333333}, {\"V\": \"35.79\", \"avg_measure\": 92.92636363636365}, {\"V\": \"40.64\", \"avg_measure\": 92.63366666666666}, {\"V\": \"56.51\", \"avg_measure\": 92.56}, {\"V\": \"39.9\", \"avg_measure\": 92.54846153846152}, {\"V\": \"39.96\", \"avg_measure\": 92.38142857142857}, {\"V\": \"41.31\", \"avg_measure\": 92.36461538461539}, {\"V\": \"42.85\", \"avg_measure\": 91.9835294117647}, {\"V\": \"41.49\", \"avg_measure\": 91.74416666666667}, {\"V\": \"40.729999999999997\", \"avg_measure\": 91.715625}, {\"V\": \"49.83\", \"avg_measure\": 91.66545454545455}, {\"V\": \"37.9\", \"avg_measure\": 91.51}, {\"V\": \"39.33\", \"avg_measure\": 91.13294117647058}, {\"V\": \"40.79\", \"avg_measure\": 91.02833333333332}, {\"V\": \"50.16\", \"avg_measure\": 90.97086956521738}, {\"V\": \"36.99\", \"avg_measure\": 90.89}, {\"V\": \"46.36\", \"avg_measure\": 90.8275}, {\"V\": \"35.19\", \"avg_measure\": 90.817}, {\"V\": \"48.7\", \"avg_measure\": 90.71799999999999}, {\"V\": \"44.68\", \"avg_measure\": 90.61125}, {\"V\": \"39.4\", \"avg_measure\": 90.35583333333334}, {\"V\": \"39.69\", \"avg_measure\": 90.25222222222222}, {\"V\": \"39.130000000000003\", \"avg_measure\": 90.242}, {\"V\": \"40.659999999999997\", \"avg_measure\": 90.05857142857143}, {\"V\": \"38.92\", \"avg_measure\": 90.05}, {\"V\": \"36.24\", \"avg_measure\": 89.953}, {\"V\": \"47.03\", \"avg_measure\": 89.88571428571429}, {\"V\": \"45.76\", \"avg_measure\": 89.84}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 30.72}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_9a41fd906e0e876c/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_9a41fd906e0e876c/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..627cfd1eb80439a9b0861a8f8e9b98e11d1efa18 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_9a41fd906e0e876c/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "n20", + "started_at": "2026-05-19T15:41:51.155363+00:00", + "ended_at": "2026-05-19T15:42:09.804077+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n20_9a41fd906e0e876c", + "problem_id": "v2p_n20_3c158aaa62642d92", + "dataset_id": "n20", + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Window Partition Average to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=V, measure_col=RH.", + "bindings": { + "group_col": "V", + "measure_col": "RH", + "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": 81.4522, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=rule", + "problem_index_within_template=4", + "sql_variant_index=2/2", + "binding_index=51" + ], + "template_selection_mode": "rule", + "selected_template_rank": 5, + "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_a/n20/sql/v2q_n20_9a41fd906e0e876c.sql", + "usage_summary": { + "dataset_id": "n20", + "model": "v2-cli:codex", + "run_id": "v2q_n20_9a41fd906e0e876c", + "api_calls": 0, + "input_tokens": 13530, + "cached_input_tokens": 12672, + "output_tokens": 972, + "total_tokens": 14502, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 18612.83, + "sql_execution_elapsed_ms_total": 30.72, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_9a41fd906e0e876c/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_9a41fd906e0e876c/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_9a41fd906e0e876c/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5fe0cbcf19088d06104b8afe7c8aaab720d67c00 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_9a41fd906e0e876c/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:42:09.770658+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": 18612.83, "started_at": "2026-05-19T15:41:51.156362+00:00", "ended_at": "2026-05-19T15:42:09.769222+00:00", "prompt_metrics": {"chars": 4630, "bytes_utf8": 4630, "lines": 156, "estimated_tokens": null}, "response_metrics": {"chars": 414, "bytes_utf8": 414, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13530, "cached_input_tokens": 12672, "output_tokens": 972, "reasoning_output_tokens": 855}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT\\n \\\"V\\\",\\n AVG(CAST(\\\"RH\\\" AS REAL)) OVER (PARTITION BY \\\"V\\\") AS avg_measure\\nFROM \\\"n20\\\"\\nWHERE \\\"V\\\" IS NOT NULL\\n AND \\\"RH\\\" IS NOT NULL\\nORDER BY avg_measure DESC;\",\"notes\":\"Applied the Window Partition Average template with group_col=\\\"V\\\" and measure_col=\\\"RH\\\". Cast \\\"RH\\\" to REAL because the schema stores numeric values as TEXT.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_9a41fd906e0e876c/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_9a41fd906e0e876c/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..cae2f83be4526def5569978b145d75ac058c64bd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_9a41fd906e0e876c/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n20", + "model": "v2-cli:codex", + "run_id": "v2q_n20_9a41fd906e0e876c", + "api_calls": 0, + "input_tokens": 13530, + "cached_input_tokens": 12672, + "output_tokens": 972, + "total_tokens": 14502, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 18612.83, + "sql_execution_elapsed_ms_total": 30.72, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_9a41fd906e0e876c/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_9bf908a8beee94cf/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_9bf908a8beee94cf/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..a8301f3062bf5dcf5d40d179794211c513395fcb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_9bf908a8beee94cf/final_answer.txt @@ -0,0 +1 @@ +No rows were returned for: Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=V, measure_col=AT. \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_9bf908a8beee94cf/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_9bf908a8beee94cf/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..aeacabf1e56bf88bd57d7f3f771e3c1630ce022b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_9bf908a8beee94cf/generated_sql.sql @@ -0,0 +1,26 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: n20 +-- 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_tpch_relative_total_threshold +-- query_record_id: v2q_n20_9bf908a8beee94cf +-- problem_id: v2p_n20_d2eb1aa6c04c60b1 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "V", SUM(CAST("AT" AS REAL)) AS group_value + FROM "n20" + GROUP BY "V" +), total AS ( + SELECT SUM(group_value) AS total_value + FROM grouped +) +SELECT g."V", g.group_value +FROM grouped AS g +CROSS JOIN total AS t +WHERE g.group_value > t.total_value * 0.05 +ORDER BY g.group_value DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_9bf908a8beee94cf/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_9bf908a8beee94cf/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b1c1641e89dd711a4947de2b32acb4b697e226a6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_9bf908a8beee94cf/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_tpch_relative_total_threshold\nWITH grouped AS (\n SELECT \"V\", SUM(CAST(\"AT\" AS REAL)) AS group_value\n FROM \"n20\"\n GROUP BY \"V\"\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.\"V\", g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * 0.05\nORDER BY g.group_value DESC;", "result": "{\"query\": \"-- template_id: tpl_tpch_relative_total_threshold\\nWITH grouped AS (\\n SELECT \\\"V\\\", SUM(CAST(\\\"AT\\\" AS REAL)) AS group_value\\n FROM \\\"n20\\\"\\n GROUP BY \\\"V\\\"\\n), total AS (\\n SELECT SUM(group_value) AS total_value\\n FROM grouped\\n)\\nSELECT g.\\\"V\\\", g.group_value\\nFROM grouped AS g\\nCROSS JOIN total AS t\\nWHERE g.group_value > t.total_value * 0.05\\nORDER BY g.group_value DESC;\", \"columns\": [\"V\", \"group_value\"], \"rows\": [], \"row_count_returned\": 0, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 11.21}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_9bf908a8beee94cf/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_9bf908a8beee94cf/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..00edaf8d176300fb2711e402b63d507697822c8d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_9bf908a8beee94cf/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "n20", + "started_at": "2026-05-19T15:50:12.555936+00:00", + "ended_at": "2026-05-19T15:50:23.123703+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n20_9bf908a8beee94cf", + "problem_id": "v2p_n20_d2eb1aa6c04c60b1", + "dataset_id": "n20", + "template_id": "tpl_tpch_relative_total_threshold", + "template_name": "Relative-to-Total Extreme Threshold", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_mass_similarity", + "intended_facet_id": "tail_ranked_signal", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=V, measure_col=AT.", + "bindings": { + "group_col": "V", + "measure_col": "AT", + "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": 23.99, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=rule", + "problem_index_within_template=9", + "sql_variant_index=2/2", + "binding_index=80" + ], + "template_selection_mode": "rule", + "selected_template_rank": 7, + "problem_index_within_template": 9, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/sql/v2q_n20_9bf908a8beee94cf.sql", + "usage_summary": { + "dataset_id": "n20", + "model": "v2-cli:codex", + "run_id": "v2q_n20_9bf908a8beee94cf", + "api_calls": 0, + "input_tokens": 13656, + "cached_input_tokens": 12672, + "output_tokens": 325, + "total_tokens": 13981, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10552.09, + "sql_execution_elapsed_ms_total": 11.21, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_9bf908a8beee94cf/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_9bf908a8beee94cf/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_9bf908a8beee94cf/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5c77bb9036a7808cae3d155d426fb8214ffb17b3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_9bf908a8beee94cf/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:50:23.110231+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": 10552.09, "started_at": "2026-05-19T15:50:12.556813+00:00", "ended_at": "2026-05-19T15:50:23.108936+00:00", "prompt_metrics": {"chars": 5099, "bytes_utf8": 5099, "lines": 156, "estimated_tokens": null}, "response_metrics": {"chars": 622, "bytes_utf8": 622, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13656, "cached_input_tokens": 12672, "output_tokens": 325, "reasoning_output_tokens": 159}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tpch_relative_total_threshold\\nWITH grouped AS (\\n SELECT \\\"V\\\", SUM(CAST(\\\"AT\\\" AS REAL)) AS group_value\\n FROM \\\"n20\\\"\\n GROUP BY \\\"V\\\"\\n), total AS (\\n SELECT SUM(group_value) AS total_value\\n FROM grouped\\n)\\nSELECT g.\\\"V\\\", g.group_value\\nFROM grouped AS g\\nCROSS JOIN total AS t\\nWHERE g.group_value > t.total_value * 0.05\\nORDER BY g.group_value DESC;\",\"notes\":\"Used the provided template with group_col=\\\"V\\\" and measure_col=\\\"AT\\\". CAST was added because the schema stores numeric fields as TEXT. No extra filter was applied because none was specified in the bindings.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_9bf908a8beee94cf/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_9bf908a8beee94cf/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..37815dac2bdfc786d1043427790c7294bde036ba --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_9bf908a8beee94cf/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n20", + "model": "v2-cli:codex", + "run_id": "v2q_n20_9bf908a8beee94cf", + "api_calls": 0, + "input_tokens": 13656, + "cached_input_tokens": 12672, + "output_tokens": 325, + "total_tokens": 13981, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10552.09, + "sql_execution_elapsed_ms_total": 11.21, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_9bf908a8beee94cf/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_9cfcb5470e91e9d8/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_9cfcb5470e91e9d8/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..4a38da115dac4f0f7f56e407e64fda5a14773948 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_9cfcb5470e91e9d8/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"AT": "25.21", "support": 14, "avg_response": 1013.4235714285714}, {"AT": "13.78", "support": 12, "avg_response": 1017.6966666666667}, {"AT": "24.43", "support": 11, "avg_response": 1013.8263636363637}, {"AT": "19.690000000000001", "support": 10, "avg_response": 1017.555}, {"AT": "11.02", "support": 10, "avg_response": 1017.4379999999999}]} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_9cfcb5470e91e9d8/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_9cfcb5470e91e9d8/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..e26cdcef8f37a7d428e57e0a3a447e2a80a60156 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_9cfcb5470e91e9d8/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: n20 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n20_9cfcb5470e91e9d8 +-- problem_id: v2p_n20_c92128605e81d54c +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "AT", + COUNT(*) AS support, + AVG("AP") AS avg_response +FROM "n20" +GROUP BY "AT" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_9cfcb5470e91e9d8/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_9cfcb5470e91e9d8/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3024e2ef8f7fb52c2a20811d021e01031a5b38e4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_9cfcb5470e91e9d8/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_a\n-- sql_source_dataset_id: n20\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n20_9cfcb5470e91e9d8\n-- problem_id: v2p_n20_c92128605e81d54c\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"AT\",\n COUNT(*) AS support,\n AVG(\"AP\") AS avg_response\nFROM \"n20\"\nGROUP BY \"AT\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v2\\n-- sql_source_label: v2_current\\n-- sql_source_run_id: v2_cli_20260502_081223_a\\n-- sql_source_dataset_id: n20\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n20_9cfcb5470e91e9d8\\n-- problem_id: v2p_n20_c92128605e81d54c\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"AT\\\",\\n COUNT(*) AS support,\\n AVG(\\\"AP\\\") AS avg_response\\nFROM \\\"n20\\\"\\nGROUP BY \\\"AT\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"AT\", \"support\", \"avg_response\"], \"rows\": [{\"AT\": \"25.21\", \"support\": 14, \"avg_response\": 1013.4235714285714}, {\"AT\": \"13.78\", \"support\": 12, \"avg_response\": 1017.6966666666667}, {\"AT\": \"24.43\", \"support\": 11, \"avg_response\": 1013.8263636363637}, {\"AT\": \"19.690000000000001\", \"support\": 10, \"avg_response\": 1017.555}, {\"AT\": \"11.02\", \"support\": 10, \"avg_response\": 1017.4379999999999}, {\"AT\": \"10.59\", \"support\": 10, \"avg_response\": 1016.232}, {\"AT\": \"16\", \"support\": 10, \"avg_response\": 1015.516}, {\"AT\": \"13.56\", \"support\": 10, \"avg_response\": 1015.4469999999999}, {\"AT\": \"13.83\", \"support\": 10, \"avg_response\": 1015.0780000000001}, {\"AT\": \"25.42\", \"support\": 10, \"avg_response\": 1012.515}, {\"AT\": \"24.54\", \"support\": 10, \"avg_response\": 1012.21}, {\"AT\": \"22.49\", \"support\": 10, \"avg_response\": 1012.077}, {\"AT\": \"20.76\", \"support\": 10, \"avg_response\": 1011.982}, {\"AT\": \"23.09\", \"support\": 10, \"avg_response\": 1011.2139999999999}, {\"AT\": \"23.63\", \"support\": 10, \"avg_response\": 1011.1959999999999}, {\"AT\": \"23.48\", \"support\": 10, \"avg_response\": 1010.7710000000001}, {\"AT\": \"24.27\", \"support\": 10, \"avg_response\": 1010.485}, {\"AT\": \"23.56\", \"support\": 10, \"avg_response\": 1009.716}, {\"AT\": \"28.18\", \"support\": 10, \"avg_response\": 1009.4459999999999}, {\"AT\": \"14.43\", \"support\": 9, \"avg_response\": 1020.5122222222222}, {\"AT\": \"14.1\", \"support\": 9, \"avg_response\": 1019.0088888888889}, {\"AT\": \"7.64\", \"support\": 9, \"avg_response\": 1017.98}, {\"AT\": \"12.24\", \"support\": 9, \"avg_response\": 1017.821111111111}, {\"AT\": \"12.19\", \"support\": 9, \"avg_response\": 1017.6588888888889}, {\"AT\": \"14.66\", \"support\": 9, \"avg_response\": 1016.8466666666668}, {\"AT\": \"14.85\", \"support\": 9, \"avg_response\": 1015.7688888888889}, {\"AT\": \"24.49\", \"support\": 9, \"avg_response\": 1014.0655555555555}, {\"AT\": \"26.12\", \"support\": 9, \"avg_response\": 1013.7066666666667}, {\"AT\": \"25.77\", \"support\": 9, \"avg_response\": 1013.5188888888889}, {\"AT\": \"23.25\", \"support\": 9, \"avg_response\": 1012.5811111111111}, {\"AT\": \"24.6\", \"support\": 9, \"avg_response\": 1012.0144444444444}, {\"AT\": \"26.45\", \"support\": 9, \"avg_response\": 1011.7277777777776}, {\"AT\": \"25.14\", \"support\": 9, \"avg_response\": 1011.6444444444444}, {\"AT\": \"23.39\", \"support\": 9, \"avg_response\": 1011.5277777777778}, {\"AT\": \"24.2\", \"support\": 9, \"avg_response\": 1011.3988888888889}, {\"AT\": \"25.56\", \"support\": 9, \"avg_response\": 1011.1877777777778}, {\"AT\": \"21.11\", \"support\": 9, \"avg_response\": 1011.0}, {\"AT\": \"29.45\", \"support\": 9, \"avg_response\": 1010.9866666666666}, {\"AT\": \"26.38\", \"support\": 9, \"avg_response\": 1010.9755555555556}, {\"AT\": \"25.16\", \"support\": 9, \"avg_response\": 1010.6977777777779}, {\"AT\": \"27.37\", \"support\": 9, \"avg_response\": 1009.8777777777777}, {\"AT\": \"24.26\", \"support\": 9, \"avg_response\": 1009.8377777777779}, {\"AT\": \"26.85\", \"support\": 9, \"avg_response\": 1009.5055555555555}, {\"AT\": \"26.31\", \"support\": 9, \"avg_response\": 1008.928888888889}, {\"AT\": \"27.71\", \"support\": 9, \"avg_response\": 1007.9377777777778}, {\"AT\": \"8.51\", \"support\": 8, \"avg_response\": 1019.88625}, {\"AT\": \"13.93\", \"support\": 8, \"avg_response\": 1019.7824999999999}, {\"AT\": \"13.74\", \"support\": 8, \"avg_response\": 1018.97625}, {\"AT\": \"14.02\", \"support\": 8, \"avg_response\": 1018.925}, {\"AT\": \"13.61\", \"support\": 8, \"avg_response\": 1018.20875}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 6.48}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_9cfcb5470e91e9d8/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_9cfcb5470e91e9d8/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..a5276765f90f562ce779ff7f88ecbf4e12c1b659 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_9cfcb5470e91e9d8/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "n20", + "started_at": "2026-05-19T16:07:40.661416+00:00", + "ended_at": "2026-05-19T16:07:40.668639+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n20_9cfcb5470e91e9d8", + "problem_id": "v2p_n20_c92128605e81d54c", + "dataset_id": "n20", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=AP, key_col=AT.", + "bindings": { + "key_col": "AT", + "measure_col": "AP", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=2", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/sql/v2q_n20_9cfcb5470e91e9d8.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_a/n20/artifacts/v2q_n20_9cfcb5470e91e9d8/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_9cfcb5470e91e9d8/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_9cfcb5470e91e9d8/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_a/n20/artifacts/v2q_n20_9d81f02016b0e35c/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_9d81f02016b0e35c/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a38f947c515b6d1384992b13f244fd5b04427af7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_9d81f02016b0e35c/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 4941, "bytes_utf8": 4941, "lines": 158, "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": 695, "bytes_utf8": 695, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13635, "cached_input_tokens": 12672, "output_tokens": 718, "reasoning_output_tokens": 516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_9d81f02016b0e35c/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_9d81f02016b0e35c/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..472f149452f91a67ea44935a8e10bc0fcdd26e21 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_9d81f02016b0e35c/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": "n20", + "model": "v2-cli:codex", + "run_id": "v2q_n20_9d81f02016b0e35c", + "api_calls": 0, + "input_tokens": 13635, + "cached_input_tokens": 12672, + "output_tokens": 718, + "total_tokens": 14353, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 17032.61, + "sql_execution_elapsed_ms_total": 50.35, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_9d81f02016b0e35c/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_9d81f02016b0e35c/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_9d81f02016b0e35c/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..9f1578638e4bd15e645fa6b44771bcfb09996dc7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_9d81f02016b0e35c/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": "2026-05-19T15:35:00.292782+00:00", + "ended_at": "2026-05-19T15:35:17.325424+00:00", + "elapsed_ms": 17032.61, + "prompt_metrics": { + "chars": 4941, + "bytes_utf8": 4941, + "lines": 158, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1096, + "bytes_utf8": 1096, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 695, + "bytes_utf8": 695, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13635, + "cached_input_tokens": 12672, + "output_tokens": 718, + "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_a/n20/artifacts/v2q_n20_9d81f02016b0e35c/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_9d81f02016b0e35c/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..947cfdd7e9d1b780dae41e81be84c50a6900ed89 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_9d81f02016b0e35c/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,158 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n20 +- dataset_name: Combined Cycle Power Plant +- table_name: n20 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 4 feature columns and target `PE`. +- task_type: regression +- target_column: PE +- main_row_count: 9568 +- important_fields: +- AT: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for AT. +- V: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'subgroup_candidate'] desc=Numeric field for V. +- AP: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for AP. +- RH: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for RH. +- PE: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for PE. +- useful_field_combinations: [['V', 'AT', 'PE'], ['AT', 'V', 'PE']] +- fields_requiring_caution: ['PE', 'AT', 'V', 'AP'] +- source_url: https://archive.ics.uci.edu/dataset/294/combined+cycle+power+plant + +SQLite schema snapshot: +{ + "table_name": "n20", + "quoted_table_name": "\"n20\"", + "row_count": 9568, + "columns": [ + { + "name": "AT", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "AP", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PE", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "AT": "14.96", + "V": "41.76", + "AP": "1024.07", + "RH": "73.17", + "PE": "463.26" + }, + { + "AT": "25.18", + "V": "62.96", + "AP": "1020.04", + "RH": "59.08", + "PE": "444.37" + }, + { + "AT": "5.1100000000000003", + "V": "39.4", + "AP": "1012.16", + "RH": "92.14", + "PE": "488.56" + }, + { + "AT": "20.86", + "V": "57.32", + "AP": "1010.24", + "RH": "76.64", + "PE": "446.48" + }, + { + "AT": "10.82", + "V": "37.5", + "AP": "1009.23", + "RH": "96.62", + "PE": "473.9" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "required_roles": [ + "group_col", + "item_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n20", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=V, measure_col=RH.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "V", + "measure_col": "RH", + "item_col": "RH", + "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": 84.83, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_9d81f02016b0e35c/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_9d81f02016b0e35c/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..38df197e06091e5b654b8506255271d72dea0f22 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_9d81f02016b0e35c/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e0-46c0-7993-9641-bc4766a292dc"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT CAST(\\\"V\\\" AS REAL) AS \\\"V\\\",\\n CAST(\\\"RH\\\" AS REAL) AS \\\"RH\\\",\\n SUM(CAST(\\\"RH\\\" AS REAL)) AS \\\"total_measure\\\",\\n SUM(CAST(\\\"RH\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"RH\\\" AS REAL))) OVER (PARTITION BY CAST(\\\"V\\\" AS REAL)) AS \\\"share_within_group\\\"\\nFROM \\\"n20\\\"\\nGROUP BY CAST(\\\"V\\\" AS REAL), CAST(\\\"RH\\\" AS REAL)\\nORDER BY \\\"share_within_group\\\" DESC;\",\"notes\":\"Applied the requested template with group_col=\\\"V\\\", item_col=\\\"RH\\\", and measure_col=\\\"RH\\\". Casts are used because the schema stores numeric fields as TEXT. This binding makes the query compute each RH value's share of total RH within each V group.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13635,"cached_input_tokens":12672,"output_tokens":718,"reasoning_output_tokens":516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_9d81f02016b0e35c/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_9d81f02016b0e35c/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c31c7d3164d4a74f36cf0864078ffafc35b7dd4b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_9d81f02016b0e35c/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT CAST(\"V\" AS REAL) AS \"V\",\n CAST(\"RH\" AS REAL) AS \"RH\",\n SUM(CAST(\"RH\" AS REAL)) AS \"total_measure\",\n SUM(CAST(\"RH\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"RH\" AS REAL))) OVER (PARTITION BY CAST(\"V\" AS REAL)) AS \"share_within_group\"\nFROM \"n20\"\nGROUP BY CAST(\"V\" AS REAL), CAST(\"RH\" AS REAL)\nORDER BY \"share_within_group\" DESC;","notes":"Applied the requested template with group_col=\"V\", item_col=\"RH\", and measure_col=\"RH\". Casts are used because the schema stores numeric fields as TEXT. This binding makes the query compute each RH value's share of total RH within each V group."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_9d81f02016b0e35c/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_9d81f02016b0e35c/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_9e2bfd2541745546/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_9e2bfd2541745546/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..27810849bc695f1e264b979f9104f154b6f345f1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_9e2bfd2541745546/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 4943, "bytes_utf8": 4943, "lines": 158, "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": 526, "bytes_utf8": 526, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13635, "cached_input_tokens": 12032, "output_tokens": 603, "reasoning_output_tokens": 445}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_9e2bfd2541745546/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_9e2bfd2541745546/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..e002fa94cb32fcbffeb0aee319a87b5042b4887b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_9e2bfd2541745546/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": "n20", + "model": "v2-cli:codex", + "run_id": "v2q_n20_9e2bfd2541745546", + "api_calls": 0, + "input_tokens": 13635, + "cached_input_tokens": 12032, + "output_tokens": 603, + "total_tokens": 14238, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11345.55, + "sql_execution_elapsed_ms_total": 53.34, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_9e2bfd2541745546/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_9e2bfd2541745546/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_9e2bfd2541745546/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..ceee9c0a6b5daf62df64a6fff8ecf192b0f81aea --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_9e2bfd2541745546/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:35:48.820026+00:00", + "ended_at": "2026-05-19T15:36:00.165607+00:00", + "elapsed_ms": 11345.55, + "prompt_metrics": { + "chars": 4943, + "bytes_utf8": 4943, + "lines": 158, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 910, + "bytes_utf8": 910, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 526, + "bytes_utf8": 526, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13635, + "cached_input_tokens": 12032, + "output_tokens": 603, + "reasoning_output_tokens": 445 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_9e2bfd2541745546/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_9e2bfd2541745546/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4369192aaf7f45fd2fcf49bcafe58d194bc5ee4a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_9e2bfd2541745546/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,158 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n20 +- dataset_name: Combined Cycle Power Plant +- table_name: n20 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 4 feature columns and target `PE`. +- task_type: regression +- target_column: PE +- main_row_count: 9568 +- important_fields: +- AT: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for AT. +- V: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'subgroup_candidate'] desc=Numeric field for V. +- AP: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for AP. +- RH: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for RH. +- PE: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for PE. +- useful_field_combinations: [['V', 'AT', 'PE'], ['AT', 'V', 'PE']] +- fields_requiring_caution: ['PE', 'AT', 'V', 'AP'] +- source_url: https://archive.ics.uci.edu/dataset/294/combined+cycle+power+plant + +SQLite schema snapshot: +{ + "table_name": "n20", + "quoted_table_name": "\"n20\"", + "row_count": 9568, + "columns": [ + { + "name": "AT", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "AP", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PE", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "AT": "14.96", + "V": "41.76", + "AP": "1024.07", + "RH": "73.17", + "PE": "463.26" + }, + { + "AT": "25.18", + "V": "62.96", + "AP": "1020.04", + "RH": "59.08", + "PE": "444.37" + }, + { + "AT": "5.1100000000000003", + "V": "39.4", + "AP": "1012.16", + "RH": "92.14", + "PE": "488.56" + }, + { + "AT": "20.86", + "V": "57.32", + "AP": "1010.24", + "RH": "76.64", + "PE": "446.48" + }, + { + "AT": "10.82", + "V": "37.5", + "AP": "1009.23", + "RH": "96.62", + "PE": "473.9" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "required_roles": [ + "group_col", + "item_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n20", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=V, measure_col=AT.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "V", + "measure_col": "AT", + "item_col": "PE", + "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": 23.99, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_9e2bfd2541745546/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_9e2bfd2541745546/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..215688a8b28c54649d1494c7994aab31804e3aa5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_9e2bfd2541745546/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e1-0444-7801-b4cf-fbba6c2a0406"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"V\\\", \\\"PE\\\",\\n SUM(CAST(\\\"AT\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"AT\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"AT\\\" AS REAL))) OVER (PARTITION BY \\\"V\\\") AS share_within_group\\nFROM \\\"n20\\\"\\nGROUP BY \\\"V\\\", \\\"PE\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Applied the Within-Group Share of Total template with group_col=\\\"V\\\", item_col=\\\"PE\\\", and measure_col=\\\"AT\\\". CAST(\\\"AT\\\" AS REAL) is used because the schema stores numeric fields as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13635,"cached_input_tokens":12032,"output_tokens":603,"reasoning_output_tokens":445}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_9e2bfd2541745546/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_9e2bfd2541745546/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2de6f87d92e412e1eab20de2542c185e114d96b0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_9e2bfd2541745546/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT \"V\", \"PE\",\n SUM(CAST(\"AT\" AS REAL)) AS total_measure,\n SUM(CAST(\"AT\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"AT\" AS REAL))) OVER (PARTITION BY \"V\") AS share_within_group\nFROM \"n20\"\nGROUP BY \"V\", \"PE\"\nORDER BY share_within_group DESC;","notes":"Applied the Within-Group Share of Total template with group_col=\"V\", item_col=\"PE\", and measure_col=\"AT\". CAST(\"AT\" AS REAL) is used because the schema stores numeric fields as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_9e2bfd2541745546/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_9e2bfd2541745546/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_9e9c660d7f58083b/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_9e9c660d7f58083b/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..2db18d210dd7852bc77bdcc9de079a0c36527d8f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_9e9c660d7f58083b/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "n20", + "started_at": "2026-05-19T15:57:34.507496+00:00", + "ended_at": "2026-05-19T15:57:42.904653+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n20_9e9c660d7f58083b", + "problem_id": "v2p_n20_41fb4915b23dd3f1", + "dataset_id": "n20", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=V, measure_col=RH.", + "bindings": { + "group_col": "V", + "measure_col": "RH", + "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": 81.4522, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=rule", + "problem_index_within_template=8", + "sql_variant_index=2/2", + "binding_index=91" + ], + "template_selection_mode": "rule", + "selected_template_rank": 8, + "problem_index_within_template": 8, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_9e9c660d7f58083b/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_9e9c660d7f58083b/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9336f41139b2fe0dabe00a9d6befb86278de1120 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_9e9c660d7f58083b/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T15:57:38.592488+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": 4083.01, "started_at": "2026-05-19T15:57:34.508735+00:00", "ended_at": "2026-05-19T15:57:38.591769+00:00", "prompt_metrics": {"chars": 4725, "bytes_utf8": 4725, "lines": 156, "estimated_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-f0c7-70b3-a4c8-796652a8d979\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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": "2026-05-19T15:57:42.904487+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": 3309.41, "started_at": "2026-05-19T15:57:39.593758+00:00", "ended_at": "2026-05-19T15:57:42.903216+00:00", "prompt_metrics": {"chars": 4725, "bytes_utf8": 4725, "lines": 156, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40f5-0498-7471-9503-237f61987dfa\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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_a/n20/artifacts/v2q_n20_a26ac24f6da4ca01/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_a26ac24f6da4ca01/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..456704dc63f32eb9ef0a7bf878e07a4e2014336b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_a26ac24f6da4ca01/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5096, "bytes_utf8": 5096, "lines": 156, "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": 575, "bytes_utf8": 575, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13654, "cached_input_tokens": 12672, "output_tokens": 357, "reasoning_output_tokens": 190}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_a26ac24f6da4ca01/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_a26ac24f6da4ca01/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..6f5d37422676818c37c1037598daa726eac14056 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_a26ac24f6da4ca01/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": "n20", + "model": "v2-cli:codex", + "run_id": "v2q_n20_a26ac24f6da4ca01", + "api_calls": 0, + "input_tokens": 13654, + "cached_input_tokens": 12672, + "output_tokens": 357, + "total_tokens": 14011, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10954.73, + "sql_execution_elapsed_ms_total": 5.94, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_a26ac24f6da4ca01/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_a26ac24f6da4ca01/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_a26ac24f6da4ca01/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..7c2f8081b9aaf66516285ef54452c6d22533a5c0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_a26ac24f6da4ca01/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": "2026-05-19T15:48:05.155209+00:00", + "ended_at": "2026-05-19T15:48:16.109972+00:00", + "elapsed_ms": 10954.73, + "prompt_metrics": { + "chars": 5096, + "bytes_utf8": 5096, + "lines": 156, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 974, + "bytes_utf8": 974, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 575, + "bytes_utf8": 575, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13654, + "cached_input_tokens": 12672, + "output_tokens": 357, + "reasoning_output_tokens": 190 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_a26ac24f6da4ca01/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_a26ac24f6da4ca01/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..194af4f3365652b0b7f54bb3e621030485f6e7ce --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_a26ac24f6da4ca01/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,156 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n20 +- dataset_name: Combined Cycle Power Plant +- table_name: n20 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 4 feature columns and target `PE`. +- task_type: regression +- target_column: PE +- main_row_count: 9568 +- important_fields: +- AT: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for AT. +- V: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'subgroup_candidate'] desc=Numeric field for V. +- AP: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for AP. +- RH: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for RH. +- PE: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for PE. +- useful_field_combinations: [['V', 'AT', 'PE'], ['AT', 'V', 'PE']] +- fields_requiring_caution: ['PE', 'AT', 'V', 'AP'] +- source_url: https://archive.ics.uci.edu/dataset/294/combined+cycle+power+plant + +SQLite schema snapshot: +{ + "table_name": "n20", + "quoted_table_name": "\"n20\"", + "row_count": 9568, + "columns": [ + { + "name": "AT", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "AP", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PE", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "AT": "14.96", + "V": "41.76", + "AP": "1024.07", + "RH": "73.17", + "PE": "463.26" + }, + { + "AT": "25.18", + "V": "62.96", + "AP": "1020.04", + "RH": "59.08", + "PE": "444.37" + }, + { + "AT": "5.1100000000000003", + "V": "39.4", + "AP": "1012.16", + "RH": "92.14", + "PE": "488.56" + }, + { + "AT": "20.86", + "V": "57.32", + "AP": "1010.24", + "RH": "76.64", + "PE": "446.48" + }, + { + "AT": "10.82", + "V": "37.5", + "AP": "1009.23", + "RH": "96.62", + "PE": "473.9" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_relative_total_threshold", + "template_name": "Relative-to-Total Extreme Threshold", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n20", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=V, measure_col=AT.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "V", + "measure_col": "AT", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 25.72, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_a26ac24f6da4ca01/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_a26ac24f6da4ca01/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..bf716494982ddd10449bde982cb9092ef6492a51 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_a26ac24f6da4ca01/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ec-4130-79e2-8bbd-4d8ca18a37a8"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpch_relative_total_threshold\\nWITH grouped AS (\\n SELECT \\\"V\\\", SUM(CAST(\\\"AT\\\" AS REAL)) AS \\\"group_value\\\"\\n FROM \\\"n20\\\"\\n GROUP BY \\\"V\\\"\\n), total AS (\\n SELECT SUM(\\\"group_value\\\") AS \\\"total_value\\\"\\n FROM grouped\\n)\\nSELECT g.\\\"V\\\", g.\\\"group_value\\\"\\nFROM grouped AS g\\nCROSS JOIN total AS t\\nWHERE g.\\\"group_value\\\" > t.\\\"total_value\\\" * 0.1\\nORDER BY g.\\\"group_value\\\" DESC;\",\"notes\":\"Used the requested template with group_col=\\\"V\\\" and measure_col=\\\"AT\\\". Cast \\\"AT\\\" from TEXT to REAL for SQLite numeric aggregation.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13654,"cached_input_tokens":12672,"output_tokens":357,"reasoning_output_tokens":190}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_a26ac24f6da4ca01/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_a26ac24f6da4ca01/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..780f8cad4a7494483488a592bd4825922fec1666 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_a26ac24f6da4ca01/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_relative_total_threshold\nWITH grouped AS (\n SELECT \"V\", SUM(CAST(\"AT\" AS REAL)) AS \"group_value\"\n FROM \"n20\"\n GROUP BY \"V\"\n), total AS (\n SELECT SUM(\"group_value\") AS \"total_value\"\n FROM grouped\n)\nSELECT g.\"V\", g.\"group_value\"\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.\"group_value\" > t.\"total_value\" * 0.1\nORDER BY g.\"group_value\" DESC;","notes":"Used the requested template with group_col=\"V\" and measure_col=\"AT\". Cast \"AT\" from TEXT to REAL for SQLite numeric aggregation."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_a26ac24f6da4ca01/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_a26ac24f6da4ca01/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_a26ac24f6da4ca01/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_a26ac24f6da4ca01/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..1b6551bfd019e9a42475d0ed23dcd60467c4ea6a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_a26ac24f6da4ca01/final_answer.txt @@ -0,0 +1 @@ +No rows were returned for: Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=V, measure_col=AT. \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_a26ac24f6da4ca01/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_a26ac24f6da4ca01/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..43b31c0b7ded9858cf05953c6d54d47b001f2e4f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_a26ac24f6da4ca01/generated_sql.sql @@ -0,0 +1,26 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: n20 +-- 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_tpch_relative_total_threshold +-- query_record_id: v2q_n20_a26ac24f6da4ca01 +-- problem_id: v2p_n20_5e159af2301d2586 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "V", SUM(CAST("AT" AS REAL)) AS "group_value" + FROM "n20" + GROUP BY "V" +), total AS ( + SELECT SUM("group_value") AS "total_value" + FROM grouped +) +SELECT g."V", g."group_value" +FROM grouped AS g +CROSS JOIN total AS t +WHERE g."group_value" > t."total_value" * 0.1 +ORDER BY g."group_value" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_a26ac24f6da4ca01/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_a26ac24f6da4ca01/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..193a201c5b0bab0aa73d776a749adb64c718c98e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_a26ac24f6da4ca01/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_tpch_relative_total_threshold\nWITH grouped AS (\n SELECT \"V\", SUM(CAST(\"AT\" AS REAL)) AS \"group_value\"\n FROM \"n20\"\n GROUP BY \"V\"\n), total AS (\n SELECT SUM(\"group_value\") AS \"total_value\"\n FROM grouped\n)\nSELECT g.\"V\", g.\"group_value\"\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.\"group_value\" > t.\"total_value\" * 0.1\nORDER BY g.\"group_value\" DESC;", "result": "{\"query\": \"-- template_id: tpl_tpch_relative_total_threshold\\nWITH grouped AS (\\n SELECT \\\"V\\\", SUM(CAST(\\\"AT\\\" AS REAL)) AS \\\"group_value\\\"\\n FROM \\\"n20\\\"\\n GROUP BY \\\"V\\\"\\n), total AS (\\n SELECT SUM(\\\"group_value\\\") AS \\\"total_value\\\"\\n FROM grouped\\n)\\nSELECT g.\\\"V\\\", g.\\\"group_value\\\"\\nFROM grouped AS g\\nCROSS JOIN total AS t\\nWHERE g.\\\"group_value\\\" > t.\\\"total_value\\\" * 0.1\\nORDER BY g.\\\"group_value\\\" DESC;\", \"columns\": [\"V\", \"group_value\"], \"rows\": [], \"row_count_returned\": 0, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 5.94}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_a26ac24f6da4ca01/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_a26ac24f6da4ca01/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..ecc6264a633aa1dfd3f976289442919da596932d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_a26ac24f6da4ca01/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "n20", + "started_at": "2026-05-19T15:48:05.154060+00:00", + "ended_at": "2026-05-19T15:48:16.118091+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n20_a26ac24f6da4ca01", + "problem_id": "v2p_n20_5e159af2301d2586", + "dataset_id": "n20", + "template_id": "tpl_tpch_relative_total_threshold", + "template_name": "Relative-to-Total Extreme Threshold", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_mass_similarity", + "intended_facet_id": "tail_ranked_signal", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=V, measure_col=AT.", + "bindings": { + "group_col": "V", + "measure_col": "AT", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 25.72, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=rule", + "problem_index_within_template=5", + "sql_variant_index=1/2", + "binding_index=76" + ], + "template_selection_mode": "rule", + "selected_template_rank": 7, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/sql/v2q_n20_a26ac24f6da4ca01.sql", + "usage_summary": { + "dataset_id": "n20", + "model": "v2-cli:codex", + "run_id": "v2q_n20_a26ac24f6da4ca01", + "api_calls": 0, + "input_tokens": 13654, + "cached_input_tokens": 12672, + "output_tokens": 357, + "total_tokens": 14011, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10954.73, + "sql_execution_elapsed_ms_total": 5.94, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_a26ac24f6da4ca01/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_a26ac24f6da4ca01/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_a26ac24f6da4ca01/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..494a25ded338afd2b1fa323f18cec37dd66c49b9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_a26ac24f6da4ca01/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:48:16.110756+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": 10954.73, "started_at": "2026-05-19T15:48:05.155209+00:00", "ended_at": "2026-05-19T15:48:16.109972+00:00", "prompt_metrics": {"chars": 5096, "bytes_utf8": 5096, "lines": 156, "estimated_tokens": null}, "response_metrics": {"chars": 575, "bytes_utf8": 575, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13654, "cached_input_tokens": 12672, "output_tokens": 357, "reasoning_output_tokens": 190}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tpch_relative_total_threshold\\nWITH grouped AS (\\n SELECT \\\"V\\\", SUM(CAST(\\\"AT\\\" AS REAL)) AS \\\"group_value\\\"\\n FROM \\\"n20\\\"\\n GROUP BY \\\"V\\\"\\n), total AS (\\n SELECT SUM(\\\"group_value\\\") AS \\\"total_value\\\"\\n FROM grouped\\n)\\nSELECT g.\\\"V\\\", g.\\\"group_value\\\"\\nFROM grouped AS g\\nCROSS JOIN total AS t\\nWHERE g.\\\"group_value\\\" > t.\\\"total_value\\\" * 0.1\\nORDER BY g.\\\"group_value\\\" DESC;\",\"notes\":\"Used the requested template with group_col=\\\"V\\\" and measure_col=\\\"AT\\\". Cast \\\"AT\\\" from TEXT to REAL for SQLite numeric aggregation.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_a26ac24f6da4ca01/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_a26ac24f6da4ca01/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..7106c1347edbb69a635a6e137023e27057d4c292 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_a26ac24f6da4ca01/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n20", + "model": "v2-cli:codex", + "run_id": "v2q_n20_a26ac24f6da4ca01", + "api_calls": 0, + "input_tokens": 13654, + "cached_input_tokens": 12672, + "output_tokens": 357, + "total_tokens": 14011, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10954.73, + "sql_execution_elapsed_ms_total": 5.94, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_a26ac24f6da4ca01/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_a4256f5d8dbce058/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_a4256f5d8dbce058/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..ee9e923ef452a62aa00cc04faf770ef18061b924 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_a4256f5d8dbce058/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:56:33.476683+00:00", + "ended_at": "2026-05-19T15:56:36.492602+00:00", + "elapsed_ms": 3015.87, + "returncode": 1, + "prompt_metrics": { + "chars": 4723, + "bytes_utf8": 4723, + "lines": 156, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_a4256f5d8dbce058/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_a4256f5d8dbce058/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..26affc64cdc6623b90ca640e1c9cd0206e3c13f4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_a4256f5d8dbce058/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f3-ee23-78e3-81d4-633e78f9af2d"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_a4256f5d8dbce058/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_a4256f5d8dbce058/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..c78e18664ffe092010fd4de6d409f150b273a30f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_a4256f5d8dbce058/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f4-025a-77e0-819a-143d808be46a"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_a4256f5d8dbce058/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_a4256f5d8dbce058/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_a4256f5d8dbce058/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_a4256f5d8dbce058/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d724c8988bfd3aceac3b3b13d19e51f1245927bf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_a4256f5d8dbce058/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T15:56:32.475363+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": 4176.8, "started_at": "2026-05-19T15:56:28.297522+00:00", "ended_at": "2026-05-19T15:56:32.474345+00:00", "prompt_metrics": {"chars": 4723, "bytes_utf8": 4723, "lines": 156, "estimated_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-ee23-78e3-81d4-633e78f9af2d\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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": "2026-05-19T15:56:36.493370+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": 3015.87, "started_at": "2026-05-19T15:56:33.476683+00:00", "ended_at": "2026-05-19T15:56:36.492602+00:00", "prompt_metrics": {"chars": 4723, "bytes_utf8": 4723, "lines": 156, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40f4-025a-77e0-819a-143d808be46a\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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_a/n20/artifacts/v2q_n20_a42e8bb7378604ae/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_a42e8bb7378604ae/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..fb56b259d21149fdde63307d0fd2cd280466c47b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_a42e8bb7378604ae/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:55:15.227080+00:00", + "ended_at": "2026-05-19T15:55:18.466387+00:00", + "elapsed_ms": 3239.28, + "returncode": 1, + "prompt_metrics": { + "chars": 4721, + "bytes_utf8": 4721, + "lines": 156, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_a42e8bb7378604ae/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_a42e8bb7378604ae/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..f3971b7902898519896ab476c570907b7e07bae0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_a42e8bb7378604ae/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:55:19.468471+00:00", + "ended_at": "2026-05-19T15:55:22.253038+00:00", + "elapsed_ms": 2784.52, + "returncode": 1, + "prompt_metrics": { + "chars": 4721, + "bytes_utf8": 4721, + "lines": 156, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_a42e8bb7378604ae/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_a42e8bb7378604ae/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a80d388e20a10308893067ca4378f01897149c05 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_a42e8bb7378604ae/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,156 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n20 +- dataset_name: Combined Cycle Power Plant +- table_name: n20 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 4 feature columns and target `PE`. +- task_type: regression +- target_column: PE +- main_row_count: 9568 +- important_fields: +- AT: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for AT. +- V: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'subgroup_candidate'] desc=Numeric field for V. +- AP: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for AP. +- RH: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for RH. +- PE: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for PE. +- useful_field_combinations: [['V', 'AT', 'PE'], ['AT', 'V', 'PE']] +- fields_requiring_caution: ['PE', 'AT', 'V', 'AP'] +- source_url: https://archive.ics.uci.edu/dataset/294/combined+cycle+power+plant + +SQLite schema snapshot: +{ + "table_name": "n20", + "quoted_table_name": "\"n20\"", + "row_count": 9568, + "columns": [ + { + "name": "AT", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "AP", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PE", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "AT": "14.96", + "V": "41.76", + "AP": "1024.07", + "RH": "73.17", + "PE": "463.26" + }, + { + "AT": "25.18", + "V": "62.96", + "AP": "1020.04", + "RH": "59.08", + "PE": "444.37" + }, + { + "AT": "5.1100000000000003", + "V": "39.4", + "AP": "1012.16", + "RH": "92.14", + "PE": "488.56" + }, + { + "AT": "20.86", + "V": "57.32", + "AP": "1010.24", + "RH": "76.64", + "PE": "446.48" + }, + { + "AT": "10.82", + "V": "37.5", + "AP": "1009.23", + "RH": "96.62", + "PE": "473.9" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n20", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=V, measure_col=AT.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "V", + "measure_col": "AT", + "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": 23.99, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_a42e8bb7378604ae/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_a42e8bb7378604ae/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..a80d388e20a10308893067ca4378f01897149c05 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_a42e8bb7378604ae/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,156 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n20 +- dataset_name: Combined Cycle Power Plant +- table_name: n20 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 4 feature columns and target `PE`. +- task_type: regression +- target_column: PE +- main_row_count: 9568 +- important_fields: +- AT: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for AT. +- V: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'subgroup_candidate'] desc=Numeric field for V. +- AP: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for AP. +- RH: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for RH. +- PE: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for PE. +- useful_field_combinations: [['V', 'AT', 'PE'], ['AT', 'V', 'PE']] +- fields_requiring_caution: ['PE', 'AT', 'V', 'AP'] +- source_url: https://archive.ics.uci.edu/dataset/294/combined+cycle+power+plant + +SQLite schema snapshot: +{ + "table_name": "n20", + "quoted_table_name": "\"n20\"", + "row_count": 9568, + "columns": [ + { + "name": "AT", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "AP", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PE", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "AT": "14.96", + "V": "41.76", + "AP": "1024.07", + "RH": "73.17", + "PE": "463.26" + }, + { + "AT": "25.18", + "V": "62.96", + "AP": "1020.04", + "RH": "59.08", + "PE": "444.37" + }, + { + "AT": "5.1100000000000003", + "V": "39.4", + "AP": "1012.16", + "RH": "92.14", + "PE": "488.56" + }, + { + "AT": "20.86", + "V": "57.32", + "AP": "1010.24", + "RH": "76.64", + "PE": "446.48" + }, + { + "AT": "10.82", + "V": "37.5", + "AP": "1009.23", + "RH": "96.62", + "PE": "473.9" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n20", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=V, measure_col=AT.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "V", + "measure_col": "AT", + "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": 23.99, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_a42e8bb7378604ae/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_a42e8bb7378604ae/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f1ab6ae7c7fd11a1ed3c43ecfcf2c9608d8e69ff --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_a42e8bb7378604ae/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f2-d0c1-7173-beb9-4dce6cdcb6b2"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_a42e8bb7378604ae/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_a42e8bb7378604ae/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b61f09ae64637e0be3786e7e5390a79f6f7fd2a7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_a42e8bb7378604ae/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f2-d0c1-7173-beb9-4dce6cdcb6b2"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_a42e8bb7378604ae/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_a42e8bb7378604ae/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..74a69bb61f1529275bd69fab09bc1de889ce3d6e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_a42e8bb7378604ae/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f2-e13b-7881-90c7-826b92c2c25c"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_a42e8bb7378604ae/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_a42e8bb7378604ae/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..7bb3d1f009e8c174d7f1d852fea6b9287d4945ef --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_a42e8bb7378604ae/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f2-e13b-7881-90c7-826b92c2c25c"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_a42e8bb7378604ae/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_a42e8bb7378604ae/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_a42e8bb7378604ae/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_a42e8bb7378604ae/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_a5f48d586aae51b5/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_a5f48d586aae51b5/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..ff530a8ae89aee6882827dc79d317356f3e0fc78 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_a5f48d586aae51b5/run_manifest.json @@ -0,0 +1,67 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "n20", + "started_at": "2026-05-19T16:02:13.156639+00:00", + "ended_at": "2026-05-19T16:02:20.353399+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n20_a5f48d586aae51b5", + "problem_id": "v2p_n20_2ca862f1c67bf8a7", + "dataset_id": "n20", + "template_id": "tpl_threshold_rarity_cdf", + "template_name": "Threshold Rarity CDF", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=V.", + "bindings": { + "measure_col": "V", + "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": 66.54, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=rule", + "problem_index_within_template=2", + "sql_variant_index=1/1", + "binding_index=109" + ], + "template_selection_mode": "rule", + "selected_template_rank": 10, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_a5f48d586aae51b5/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_a5f48d586aae51b5/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..da157d948a32ad71ff825691b856ef0eca3b1aec --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_a5f48d586aae51b5/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:02:16.242791+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": 3084.62, "started_at": "2026-05-19T16:02:13.157466+00:00", "ended_at": "2026-05-19T16:02:16.242110+00:00", "prompt_metrics": {"chars": 4490, "bytes_utf8": 4490, "lines": 154, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40f9-311e-70d2-8daa-5a5bb54ecb26\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:02:20.353310+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": 3108.93, "started_at": "2026-05-19T16:02:17.243615+00:00", "ended_at": "2026-05-19T16:02:20.352578+00:00", "prompt_metrics": {"chars": 4490, "bytes_utf8": 4490, "lines": 154, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40f9-4121-7ca1-a396-9eda004227df\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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_a/n20/artifacts/v2q_n20_a8fc57396b58fc6a/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_a8fc57396b58fc6a/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..78432b0238928296ff9faddf5097375efb4223b3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_a8fc57396b58fc6a/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 4727, "bytes_utf8": 4727, "lines": 154, "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": 13573, "cached_input_tokens": 12672, "output_tokens": 486, "reasoning_output_tokens": 341}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_a8fc57396b58fc6a/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_a8fc57396b58fc6a/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..0734e581bddaab380cbe23751b93eccf358f73a0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_a8fc57396b58fc6a/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": "n20", + "model": "v2-cli:codex", + "run_id": "v2q_n20_a8fc57396b58fc6a", + "api_calls": 0, + "input_tokens": 13573, + "cached_input_tokens": 12672, + "output_tokens": 486, + "total_tokens": 14059, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10873.76, + "sql_execution_elapsed_ms_total": 14.95, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_a8fc57396b58fc6a/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_a8fc57396b58fc6a/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_a8fc57396b58fc6a/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..ed98060449fe64e9018089319e933045b6e24799 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_a8fc57396b58fc6a/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": "2026-05-19T15:45:03.328755+00:00", + "ended_at": "2026-05-19T15:45:14.202550+00:00", + "elapsed_ms": 10873.76, + "prompt_metrics": { + "chars": 4727, + "bytes_utf8": 4727, + "lines": 154, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 884, + "bytes_utf8": 884, + "lines": 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": 13573, + "cached_input_tokens": 12672, + "output_tokens": 486, + "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_a/n20/artifacts/v2q_n20_a8fc57396b58fc6a/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_a8fc57396b58fc6a/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d623f876471a2e4da344b0a77f8104f2b652f87b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_a8fc57396b58fc6a/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,154 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n20 +- dataset_name: Combined Cycle Power Plant +- table_name: n20 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 4 feature columns and target `PE`. +- task_type: regression +- target_column: PE +- main_row_count: 9568 +- important_fields: +- AT: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for AT. +- V: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'subgroup_candidate'] desc=Numeric field for V. +- AP: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for AP. +- RH: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for RH. +- PE: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for PE. +- useful_field_combinations: [['V', 'AT', 'PE'], ['AT', 'V', 'PE']] +- fields_requiring_caution: ['PE', 'AT', 'V', 'AP'] +- source_url: https://archive.ics.uci.edu/dataset/294/combined+cycle+power+plant + +SQLite schema snapshot: +{ + "table_name": "n20", + "quoted_table_name": "\"n20\"", + "row_count": 9568, + "columns": [ + { + "name": "AT", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "AP", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PE", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "AT": "14.96", + "V": "41.76", + "AP": "1024.07", + "RH": "73.17", + "PE": "463.26" + }, + { + "AT": "25.18", + "V": "62.96", + "AP": "1020.04", + "RH": "59.08", + "PE": "444.37" + }, + { + "AT": "5.1100000000000003", + "V": "39.4", + "AP": "1012.16", + "RH": "92.14", + "PE": "488.56" + }, + { + "AT": "20.86", + "V": "57.32", + "AP": "1010.24", + "RH": "76.64", + "PE": "446.48" + }, + { + "AT": "10.82", + "V": "37.5", + "AP": "1009.23", + "RH": "96.62", + "PE": "473.9" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_quantile_tail_slice", + "template_name": "Quantile Tail Slice", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n20", + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=AT.", + "planned_template_id": "tpl_m4_quantile_tail_slice", + "bindings": { + "measure_col": "AT", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 25.72, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_a8fc57396b58fc6a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_a8fc57396b58fc6a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..772ae3569a0c014fe70cb7bea6ae5afc9df0715a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_a8fc57396b58fc6a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e9-7a79-7d20-9e92-490204ba8eb2"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_quantile_tail_slice\\nWITH buckets AS (\\n SELECT CAST(\\\"AT\\\" AS REAL) AS \\\"AT\\\",\\n NTILE(10) OVER (ORDER BY CAST(\\\"AT\\\" AS REAL) DESC) AS tail_bucket\\n FROM \\\"n20\\\"\\n)\\nSELECT \\\"AT\\\"\\nFROM buckets\\nWHERE tail_bucket = 1\\nORDER BY \\\"AT\\\" DESC;\",\"notes\":\"Applied the Quantile Tail Slice template with measure_col bound to AT and num_tiles=10. CAST(\\\"AT\\\" AS REAL) is used because the schema stores numeric values as TEXT, and numeric ordering is required for the tail bucket.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13573,"cached_input_tokens":12672,"output_tokens":486,"reasoning_output_tokens":341}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_a8fc57396b58fc6a/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_a8fc57396b58fc6a/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..50ac65e9099c9d9c0f962e78227aeff6d5b7f97b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_a8fc57396b58fc6a/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_quantile_tail_slice\nWITH buckets AS (\n SELECT CAST(\"AT\" AS REAL) AS \"AT\",\n NTILE(10) OVER (ORDER BY CAST(\"AT\" AS REAL) DESC) AS tail_bucket\n FROM \"n20\"\n)\nSELECT \"AT\"\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY \"AT\" DESC;","notes":"Applied the Quantile Tail Slice template with measure_col bound to AT and num_tiles=10. CAST(\"AT\" AS REAL) is used because the schema stores numeric values as TEXT, and numeric ordering is required for the tail bucket."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_a8fc57396b58fc6a/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_a8fc57396b58fc6a/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_a91b749dba55cd9e/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_a91b749dba55cd9e/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..f5e35c03f217324caee26d279a2bbe4ac304e649 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_a91b749dba55cd9e/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "n20", + "started_at": "2026-05-19T16:05:36.217461+00:00", + "ended_at": "2026-05-19T16:05:43.144092+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n20_a91b749dba55cd9e", + "problem_id": "v2p_n20_95288db848e7e883", + "dataset_id": "n20", + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "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 Thresholded Group Ranking to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=V, measure_col=AT.", + "bindings": { + "group_col": "V", + "measure_col": "AT", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 25.72, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\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=132" + ], + "template_selection_mode": "rule", + "selected_template_rank": 12, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_a91b749dba55cd9e/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_a91b749dba55cd9e/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d730c8c6917fc25d7db8e32c8db7684cd45a423f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_a91b749dba55cd9e/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:05:39.144329+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": 2924.85, "started_at": "2026-05-19T16:05:36.218734+00:00", "ended_at": "2026-05-19T16:05:39.143614+00:00", "prompt_metrics": {"chars": 4709, "bytes_utf8": 4709, "lines": 156, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40fc-4a5c-7db0-ac85-904a1840b037\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:05:43.143962+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": 2997.68, "started_at": "2026-05-19T16:05:40.145584+00:00", "ended_at": "2026-05-19T16:05:43.143312+00:00", "prompt_metrics": {"chars": 4709, "bytes_utf8": 4709, "lines": 156, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40fc-59bd-7480-bf80-cfb0d7ba383e\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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_a/n20/artifacts/v2q_n20_a95e92998346a172/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_a95e92998346a172/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..f1099e39c31c5c6488602e56ae1f58b816542de5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_a95e92998346a172/final_answer.txt @@ -0,0 +1 @@ +No rows were returned for: Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=V, measure_col=RH. \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_a95e92998346a172/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_a95e92998346a172/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..f689d9f3e848058483a9d13be4969f9eda83e26d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_a95e92998346a172/generated_sql.sql @@ -0,0 +1,26 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: n20 +-- 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_tpch_relative_total_threshold +-- query_record_id: v2q_n20_a95e92998346a172 +-- problem_id: v2p_n20_31f26ec2379b7308 +-- realization_mode: agent +-- source_kind: agent +WITH "grouped" AS ( + SELECT "V", SUM(CAST("RH" AS REAL)) AS "group_value" + FROM "n20" + GROUP BY "V" +), "total" AS ( + SELECT SUM("group_value") AS "total_value" + FROM "grouped" +) +SELECT g."V", g."group_value" +FROM "grouped" AS g +CROSS JOIN "total" AS t +WHERE g."group_value" > t."total_value" * 0.05 +ORDER BY g."group_value" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_a95e92998346a172/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_a95e92998346a172/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..231a36775f18983a4612570e7f4a4307e03fcdd6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_a95e92998346a172/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_tpch_relative_total_threshold\nWITH \"grouped\" AS (\n SELECT \"V\", SUM(CAST(\"RH\" AS REAL)) AS \"group_value\"\n FROM \"n20\"\n GROUP BY \"V\"\n), \"total\" AS (\n SELECT SUM(\"group_value\") AS \"total_value\"\n FROM \"grouped\"\n)\nSELECT g.\"V\", g.\"group_value\"\nFROM \"grouped\" AS g\nCROSS JOIN \"total\" AS t\nWHERE g.\"group_value\" > t.\"total_value\" * 0.05\nORDER BY g.\"group_value\" DESC;", "result": "{\"query\": \"-- template_id: tpl_tpch_relative_total_threshold\\nWITH \\\"grouped\\\" AS (\\n SELECT \\\"V\\\", SUM(CAST(\\\"RH\\\" AS REAL)) AS \\\"group_value\\\"\\n FROM \\\"n20\\\"\\n GROUP BY \\\"V\\\"\\n), \\\"total\\\" AS (\\n SELECT SUM(\\\"group_value\\\") AS \\\"total_value\\\"\\n FROM \\\"grouped\\\"\\n)\\nSELECT g.\\\"V\\\", g.\\\"group_value\\\"\\nFROM \\\"grouped\\\" AS g\\nCROSS JOIN \\\"total\\\" AS t\\nWHERE g.\\\"group_value\\\" > t.\\\"total_value\\\" * 0.05\\nORDER BY g.\\\"group_value\\\" DESC;\", \"columns\": [\"V\", \"group_value\"], \"rows\": [], \"row_count_returned\": 0, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 6.55}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_a95e92998346a172/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_a95e92998346a172/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..6ccafa34ce7eccbd6c03cdf2282e8ff99df09a5d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_a95e92998346a172/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "n20", + "started_at": "2026-05-19T15:47:52.400040+00:00", + "ended_at": "2026-05-19T15:48:05.153419+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n20_a95e92998346a172", + "problem_id": "v2p_n20_31f26ec2379b7308", + "dataset_id": "n20", + "template_id": "tpl_tpch_relative_total_threshold", + "template_name": "Relative-to-Total Extreme Threshold", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_mass_similarity", + "intended_facet_id": "tail_ranked_signal", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=V, measure_col=RH.", + "bindings": { + "group_col": "V", + "measure_col": "RH", + "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": 81.4522, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=rule", + "problem_index_within_template=4", + "sql_variant_index=2/2", + "binding_index=75" + ], + "template_selection_mode": "rule", + "selected_template_rank": 7, + "problem_index_within_template": 4, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/sql/v2q_n20_a95e92998346a172.sql", + "usage_summary": { + "dataset_id": "n20", + "model": "v2-cli:codex", + "run_id": "v2q_n20_a95e92998346a172", + "api_calls": 0, + "input_tokens": 13655, + "cached_input_tokens": 12672, + "output_tokens": 647, + "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": 12742.27, + "sql_execution_elapsed_ms_total": 6.55, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_a95e92998346a172/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_a95e92998346a172/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_a95e92998346a172/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ff8e1609a2158c4f87e4d155efbf133c3ac8ea0d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_a95e92998346a172/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:48:05.145098+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": 12742.27, "started_at": "2026-05-19T15:47:52.401673+00:00", "ended_at": "2026-05-19T15:48:05.144034+00:00", "prompt_metrics": {"chars": 5100, "bytes_utf8": 5100, "lines": 156, "estimated_tokens": null}, "response_metrics": {"chars": 652, "bytes_utf8": 652, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13655, "cached_input_tokens": 12672, "output_tokens": 647, "reasoning_output_tokens": 456}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tpch_relative_total_threshold\\nWITH \\\"grouped\\\" AS (\\n SELECT \\\"V\\\", SUM(CAST(\\\"RH\\\" AS REAL)) AS \\\"group_value\\\"\\n FROM \\\"n20\\\"\\n GROUP BY \\\"V\\\"\\n), \\\"total\\\" AS (\\n SELECT SUM(\\\"group_value\\\") AS \\\"total_value\\\"\\n FROM \\\"grouped\\\"\\n)\\nSELECT g.\\\"V\\\", g.\\\"group_value\\\"\\nFROM \\\"grouped\\\" AS g\\nCROSS JOIN \\\"total\\\" AS t\\nWHERE g.\\\"group_value\\\" > t.\\\"total_value\\\" * 0.05\\nORDER BY g.\\\"group_value\\\" DESC;\",\"notes\":\"Applied the requested Relative-to-Total Extreme Threshold template with group_col=\\\"V\\\" and measure_col=\\\"RH\\\". CAST(\\\"RH\\\" AS REAL) is used because the schema stores numeric values as TEXT.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_a95e92998346a172/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_a95e92998346a172/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..2208f74b79e6eb2023143e29dfe8275fd1b6f8f1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_a95e92998346a172/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n20", + "model": "v2-cli:codex", + "run_id": "v2q_n20_a95e92998346a172", + "api_calls": 0, + "input_tokens": 13655, + "cached_input_tokens": 12672, + "output_tokens": 647, + "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": 12742.27, + "sql_execution_elapsed_ms_total": 6.55, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_a95e92998346a172/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_ad19e596fdcb4633/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_ad19e596fdcb4633/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..c007467df68f57a80edf0aa21823755bacab592e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_ad19e596fdcb4633/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=V, measure_col=RH. +Result preview: [{"V": "41.17", "total_measure": 4413.32}, {"V": "70.319999999999993", "total_measure": 4264.84}, {"V": "45.87", "total_measure": 3634.61}, {"V": "51.43", "total_measure": 3514.85}, {"V": "41.16", "total_measure": 3418.35}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_ad19e596fdcb4633/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_ad19e596fdcb4633/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..ef8f625ef271b48f3a2d82b8a952d2d99cf65a96 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_ad19e596fdcb4633/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: n20 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_h2o_group_sum +-- query_record_id: v2q_n20_ad19e596fdcb4633 +-- problem_id: v2p_n20_f9acb8c4ad210496 +-- realization_mode: agent +-- source_kind: agent +SELECT "V", SUM(CAST("RH" AS REAL)) AS total_measure +FROM "n20" +GROUP BY "V" +ORDER BY total_measure DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_ad19e596fdcb4633/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_ad19e596fdcb4633/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b19ca1b908f200ad63c7110359cff7f0a8f43a5b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_ad19e596fdcb4633/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_h2o_group_sum\nSELECT \"V\", SUM(CAST(\"RH\" AS REAL)) AS total_measure\nFROM \"n20\"\nGROUP BY \"V\"\nORDER BY total_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"V\\\", SUM(CAST(\\\"RH\\\" AS REAL)) AS total_measure\\nFROM \\\"n20\\\"\\nGROUP BY \\\"V\\\"\\nORDER BY total_measure DESC;\", \"columns\": [\"V\", \"total_measure\"], \"rows\": [{\"V\": \"41.17\", \"total_measure\": 4413.32}, {\"V\": \"70.319999999999993\", \"total_measure\": 4264.84}, {\"V\": \"45.87\", \"total_measure\": 3634.61}, {\"V\": \"51.43\", \"total_measure\": 3514.85}, {\"V\": \"41.16\", \"total_measure\": 3418.35}, {\"V\": \"41.26\", \"total_measure\": 3403.64}, {\"V\": \"45.01\", \"total_measure\": 3389.42}, {\"V\": \"58.79\", \"total_measure\": 3250.72}, {\"V\": \"66.540000000000006\", \"total_measure\": 2976.43}, {\"V\": \"44.9\", \"total_measure\": 2955.25}, {\"V\": \"42.86\", \"total_measure\": 2943.41}, {\"V\": \"39.64\", \"total_measure\": 2933.05}, {\"V\": \"40.71\", \"total_measure\": 2879.91}, {\"V\": \"69.13\", \"total_measure\": 2878.47}, {\"V\": \"59.21\", \"total_measure\": 2876.11}, {\"V\": \"40.64\", \"total_measure\": 2779.0099999999998}, {\"V\": \"40.549999999999997\", \"total_measure\": 2751.46}, {\"V\": \"68.08\", \"total_measure\": 2711.83}, {\"V\": \"71.14\", \"total_measure\": 2662.62}, {\"V\": \"39.96\", \"total_measure\": 2586.68}, {\"V\": \"43.14\", \"total_measure\": 2554.34}, {\"V\": \"39.61\", \"total_measure\": 2446.54}, {\"V\": \"39.159999999999997\", \"total_measure\": 2368.94}, {\"V\": \"44.63\", \"total_measure\": 2351.21}, {\"V\": \"41.01\", \"total_measure\": 2326.6}, {\"V\": \"40.770000000000003\", \"total_measure\": 2322.57}, {\"V\": \"77.95\", \"total_measure\": 2285.67}, {\"V\": \"38.909999999999997\", \"total_measure\": 2279.77}, {\"V\": \"63.94\", \"total_measure\": 2267.04}, {\"V\": \"40.81\", \"total_measure\": 2259.39}, {\"V\": \"75.599999999999994\", \"total_measure\": 2254.5}, {\"V\": \"46.18\", \"total_measure\": 2254.04}, {\"V\": \"40.69\", \"total_measure\": 2226.75}, {\"V\": \"41.54\", \"total_measure\": 2206.09}, {\"V\": \"41.62\", \"total_measure\": 2142.58}, {\"V\": \"40\", \"total_measure\": 2134.18}, {\"V\": \"41.79\", \"total_measure\": 2121.57}, {\"V\": \"41.14\", \"total_measure\": 2109.58}, {\"V\": \"50.16\", \"total_measure\": 2092.33}, {\"V\": \"39.72\", \"total_measure\": 2067.56}, {\"V\": \"51.19\", \"total_measure\": 2062.06}, {\"V\": \"42.44\", \"total_measure\": 2055.17}, {\"V\": \"43.67\", \"total_measure\": 2038.02}, {\"V\": \"41.58\", \"total_measure\": 2032.64}, {\"V\": \"49.83\", \"total_measure\": 2016.64}, {\"V\": \"72.239999999999995\", \"total_measure\": 1994.25}, {\"V\": \"40.22\", \"total_measure\": 1992.15}, {\"V\": \"63.09\", \"total_measure\": 1990.58}, {\"V\": \"40.1\", \"total_measure\": 1977.17}, {\"V\": \"53.16\", \"total_measure\": 1947.48}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 9.18}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_ad19e596fdcb4633/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_ad19e596fdcb4633/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..6f040769ed91b2e014e19201f34d98464f57b213 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_ad19e596fdcb4633/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "n20", + "started_at": "2026-05-19T15:31:09.201641+00:00", + "ended_at": "2026-05-19T15:31:19.073063+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n20_ad19e596fdcb4633", + "problem_id": "v2p_n20_f9acb8c4ad210496", + "dataset_id": "n20", + "template_id": "tpl_h2o_group_sum", + "template_name": "Grouped Numeric Sum", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_rank_order", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=V, measure_col=RH.", + "bindings": { + "group_col": "V", + "measure_col": "RH", + "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": 84.83, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=rule", + "problem_index_within_template=8", + "sql_variant_index=1/2", + "binding_index=7" + ], + "template_selection_mode": "rule", + "selected_template_rank": 1, + "problem_index_within_template": 8, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/sql/v2q_n20_ad19e596fdcb4633.sql", + "usage_summary": { + "dataset_id": "n20", + "model": "v2-cli:codex", + "run_id": "v2q_n20_ad19e596fdcb4633", + "api_calls": 0, + "input_tokens": 13518, + "cached_input_tokens": 12032, + "output_tokens": 440, + "total_tokens": 13958, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 9858.01, + "sql_execution_elapsed_ms_total": 9.18, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_ad19e596fdcb4633/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_ad19e596fdcb4633/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_ad19e596fdcb4633/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..80dc315a6619e8e5139cf9a5b72c055ea440b6c4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_ad19e596fdcb4633/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:31:19.061817+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": 9858.01, "started_at": "2026-05-19T15:31:09.202732+00:00", "ended_at": "2026-05-19T15:31:19.060771+00:00", "prompt_metrics": {"chars": 4541, "bytes_utf8": 4541, "lines": 156, "estimated_tokens": null}, "response_metrics": {"chars": 354, "bytes_utf8": 354, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13518, "cached_input_tokens": 12032, "output_tokens": 440, "reasoning_output_tokens": 340}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"V\\\", SUM(CAST(\\\"RH\\\" AS REAL)) AS total_measure\\nFROM \\\"n20\\\"\\nGROUP BY \\\"V\\\"\\nORDER BY total_measure DESC;\",\"notes\":\"Used the planned Grouped Numeric Sum template with group_col=\\\"V\\\" and measure_col=\\\"RH\\\". CAST(\\\"RH\\\" AS REAL) is applied because the schema stores numeric fields as TEXT in SQLite.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_ad19e596fdcb4633/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_ad19e596fdcb4633/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..44d58cf63e85d7f51bd8d665b4f72530e473b0a2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_ad19e596fdcb4633/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n20", + "model": "v2-cli:codex", + "run_id": "v2q_n20_ad19e596fdcb4633", + "api_calls": 0, + "input_tokens": 13518, + "cached_input_tokens": 12032, + "output_tokens": 440, + "total_tokens": 13958, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 9858.01, + "sql_execution_elapsed_ms_total": 9.18, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_ad19e596fdcb4633/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_ae002ed90771d81b/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_ae002ed90771d81b/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..3373159c51bab0a61ff807a215bc2c6135a39ba4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_ae002ed90771d81b/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=V, measure_col=AT. +Result preview: [{"V": 44.3, "RH": 83.39, "total_measure": 21.24, "share_within_group": 100.00000000000001}, {"V": 35.85, "RH": 78.25, "total_measure": 14.43, "share_within_group": 100.0}, {"V": 36.43, "RH": 79.5, "total_measure": 11.87, "share_within_group": 100.0}, {"V": 36.54, "RH": 77.65, "total_measure": 9.47, "share_within_group": 100.0}, {"V": 37.86, "RH": 68.82, "total_measure": 14.57, "share_within_group": 100.0}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_ae002ed90771d81b/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_ae002ed90771d81b/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..7f82893994d84c293c40284f31b9d98e349c5942 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_ae002ed90771d81b/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: n20 +-- 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_tpcds_within_group_share +-- query_record_id: v2q_n20_ae002ed90771d81b +-- problem_id: v2p_n20_240b659f07eddf77 +-- realization_mode: agent +-- source_kind: agent +SELECT + CAST("V" AS REAL) AS "V", + CAST("RH" AS REAL) AS "RH", + SUM(CAST("AT" AS REAL)) AS "total_measure", + SUM(CAST("AT" AS REAL)) * 100.0 / SUM(SUM(CAST("AT" AS REAL))) OVER (PARTITION BY CAST("V" AS REAL)) AS "share_within_group" +FROM "n20" +GROUP BY CAST("V" AS REAL), CAST("RH" AS REAL) +ORDER BY "share_within_group" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_ae002ed90771d81b/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_ae002ed90771d81b/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7d2538d1bd03f65df29890e0228ffc46d75e595e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_ae002ed90771d81b/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_tpcds_within_group_share\nSELECT\n CAST(\"V\" AS REAL) AS \"V\",\n CAST(\"RH\" AS REAL) AS \"RH\",\n SUM(CAST(\"AT\" AS REAL)) AS \"total_measure\",\n SUM(CAST(\"AT\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"AT\" AS REAL))) OVER (PARTITION BY CAST(\"V\" AS REAL)) AS \"share_within_group\"\nFROM \"n20\"\nGROUP BY CAST(\"V\" AS REAL), CAST(\"RH\" AS REAL)\nORDER BY \"share_within_group\" DESC;", "result": "{\"query\": \"-- template_id: tpl_tpcds_within_group_share\\nSELECT\\n CAST(\\\"V\\\" AS REAL) AS \\\"V\\\",\\n CAST(\\\"RH\\\" AS REAL) AS \\\"RH\\\",\\n SUM(CAST(\\\"AT\\\" AS REAL)) AS \\\"total_measure\\\",\\n SUM(CAST(\\\"AT\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"AT\\\" AS REAL))) OVER (PARTITION BY CAST(\\\"V\\\" AS REAL)) AS \\\"share_within_group\\\"\\nFROM \\\"n20\\\"\\nGROUP BY CAST(\\\"V\\\" AS REAL), CAST(\\\"RH\\\" AS REAL)\\nORDER BY \\\"share_within_group\\\" DESC;\", \"columns\": [\"V\", \"RH\", \"total_measure\", \"share_within_group\"], \"rows\": [{\"V\": 44.3, \"RH\": 83.39, \"total_measure\": 21.24, \"share_within_group\": 100.00000000000001}, {\"V\": 35.85, \"RH\": 78.25, \"total_measure\": 14.43, \"share_within_group\": 100.0}, {\"V\": 36.43, \"RH\": 79.5, \"total_measure\": 11.87, \"share_within_group\": 100.0}, {\"V\": 36.54, \"RH\": 77.65, \"total_measure\": 9.47, \"share_within_group\": 100.0}, {\"V\": 37.86, \"RH\": 68.82, \"total_measure\": 14.57, \"share_within_group\": 100.0}, {\"V\": 37.9, \"RH\": 91.51, \"total_measure\": 13.3, \"share_within_group\": 100.0}, {\"V\": 37.91, \"RH\": 88.84, \"total_measure\": 13.18, \"share_within_group\": 100.0}, {\"V\": 38.92, \"RH\": 90.05, \"total_measure\": 14.48, \"share_within_group\": 100.0}, {\"V\": 39.08, \"RH\": 74.24, \"total_measure\": 17.68, \"share_within_group\": 100.0}, {\"V\": 40.33, \"RH\": 85.42, \"total_measure\": 20.13, \"share_within_group\": 100.0}, {\"V\": 41.43, \"RH\": 89.67, \"total_measure\": 15.19, \"share_within_group\": 100.0}, {\"V\": 44.37, \"RH\": 44.37, \"total_measure\": 32.45, \"share_within_group\": 100.0}, {\"V\": 45.76, \"RH\": 89.84, \"total_measure\": 16.2, \"share_within_group\": 100.0}, {\"V\": 45.78, \"RH\": 95.72, \"total_measure\": 13.78, \"share_within_group\": 100.0}, {\"V\": 46.9, \"RH\": 98.1, \"total_measure\": 14.91, \"share_within_group\": 100.0}, {\"V\": 50.39, \"RH\": 76.05, \"total_measure\": 23.87, \"share_within_group\": 100.0}, {\"V\": 53.3, \"RH\": 53.3, \"total_measure\": 30.63, \"share_within_group\": 100.0}, {\"V\": 53.53, \"RH\": 53.53, \"total_measure\": 31.99, \"share_within_group\": 100.0}, {\"V\": 54.89, \"RH\": 46.6, \"total_measure\": 28.88, \"share_within_group\": 100.0}, {\"V\": 55.28, \"RH\": 68.33, \"total_measure\": 18.38, \"share_within_group\": 100.0}, {\"V\": 55.68, \"RH\": 55.68, \"total_measure\": 29.16, \"share_within_group\": 100.0}, {\"V\": 56.24, \"RH\": 56.24, \"total_measure\": 30.44, \"share_within_group\": 100.0}, {\"V\": 56.51, \"RH\": 92.56, \"total_measure\": 19.09, \"share_within_group\": 100.0}, {\"V\": 56.86, \"RH\": 56.86, \"total_measure\": 28.81, \"share_within_group\": 100.0}, {\"V\": 57.35, \"RH\": 57.35, \"total_measure\": 29.7, \"share_within_group\": 100.0}, {\"V\": 57.55, \"RH\": 57.55, \"total_measure\": 28.75, \"share_within_group\": 100.0}, {\"V\": 57.82, \"RH\": 57.82, \"total_measure\": 28.52, \"share_within_group\": 100.0}, {\"V\": 60.06, \"RH\": 41.57, \"total_measure\": 26.33, \"share_within_group\": 100.0}, {\"V\": 61.85, \"RH\": 61.85, \"total_measure\": 29.85, \"share_within_group\": 100.0}, {\"V\": 62.34, \"RH\": 62.34, \"total_measure\": 30.01, \"share_within_group\": 100.0}, {\"V\": 64.09, \"RH\": 64.09, \"total_measure\": 28.07, \"share_within_group\": 100.0}, {\"V\": 64.34, \"RH\": 65.87, \"total_measure\": 27.45, \"share_within_group\": 100.0}, {\"V\": 65.75, \"RH\": 65.75, \"total_measure\": 24.87, \"share_within_group\": 100.0}, {\"V\": 66.85, \"RH\": 63.25, \"total_measure\": 29.27, \"share_within_group\": 100.0}, {\"V\": 67.98, \"RH\": 67.98, \"total_measure\": 27.01, \"share_within_group\": 100.0}, {\"V\": 68.37, \"RH\": 68.37, \"total_measure\": 24.85, \"share_within_group\": 100.0}, {\"V\": 70.09, \"RH\": 70.09, \"total_measure\": 24.85, \"share_within_group\": 100.0}, {\"V\": 73.11, \"RH\": 73.11, \"total_measure\": 22.89, \"share_within_group\": 100.0}, {\"V\": 73.46, \"RH\": 73.46, \"total_measure\": 24.07, \"share_within_group\": 100.0}, {\"V\": 76.16, \"RH\": 76.16, \"total_measure\": 24.95, \"share_within_group\": 100.0}, {\"V\": 78.11, \"RH\": 78.11, \"total_measure\": 21.16, \"share_within_group\": 100.0}, {\"V\": 80.25, \"RH\": 80.25, \"total_measure\": 22.89, \"share_within_group\": 100.0}, {\"V\": 81.56, \"RH\": 81.56, \"total_measure\": 21.37, \"share_within_group\": 100.0}, {\"V\": 49.78, \"RH\": 100.09, \"total_measure\": 106.46, \"share_within_group\": 67.56362251697658}, {\"V\": 48.04, \"RH\": 100.13, \"total_measure\": 74.13, \"share_within_group\": 65.5843581350084}, {\"V\": 52.08, \"RH\": 100.09, \"total_measure\": 181.07999999999998, \"share_within_group\": 61.6694479446923}, {\"V\": 47.24, \"RH\": 70.55, \"total_measure\": 21.12, \"share_within_group\": 56.27498001598721}, {\"V\": 46.0, \"RH\": 97.17, \"total_measure\": 18.68, \"share_within_group\": 52.0914668153932}, {\"V\": 57.69, \"RH\": 78.43, \"total_measure\": 25.13, \"share_within_group\": 52.0397597846345}, {\"V\": 58.69, \"RH\": 75.68, \"total_measure\": 26.64, \"share_within_group\": 51.677982541222114}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 61.88}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_ae002ed90771d81b/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_ae002ed90771d81b/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..6ffe413874aac0db0b36a7ec8baa50426eb92cfa --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_ae002ed90771d81b/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "n20", + "started_at": "2026-05-19T15:37:43.610195+00:00", + "ended_at": "2026-05-19T15:38:00.693080+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n20_ae002ed90771d81b", + "problem_id": "v2p_n20_240b659f07eddf77", + "dataset_id": "n20", + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=V, measure_col=AT.", + "bindings": { + "group_col": "V", + "measure_col": "AT", + "item_col": "RH", + "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": 23.99, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "item_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=rule", + "problem_index_within_template=9", + "sql_variant_index=2/2", + "binding_index=32" + ], + "template_selection_mode": "rule", + "selected_template_rank": 3, + "problem_index_within_template": 9, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/sql/v2q_n20_ae002ed90771d81b.sql", + "usage_summary": { + "dataset_id": "n20", + "model": "v2-cli:codex", + "run_id": "v2q_n20_ae002ed90771d81b", + "api_calls": 0, + "input_tokens": 13635, + "cached_input_tokens": 12672, + "output_tokens": 936, + "total_tokens": 14571, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 17016.14, + "sql_execution_elapsed_ms_total": 61.88, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_ae002ed90771d81b/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_ae002ed90771d81b/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_ae002ed90771d81b/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..17c9188a85554092efbdc7ddb98dff7e9419289d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_ae002ed90771d81b/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:38:00.629089+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": 17016.14, "started_at": "2026-05-19T15:37:43.611326+00:00", "ended_at": "2026-05-19T15:38:00.627501+00:00", "prompt_metrics": {"chars": 4943, "bytes_utf8": 4943, "lines": 158, "estimated_tokens": null}, "response_metrics": {"chars": 622, "bytes_utf8": 622, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13635, "cached_input_tokens": 12672, "output_tokens": 936, "reasoning_output_tokens": 746}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT\\n CAST(\\\"V\\\" AS REAL) AS \\\"V\\\",\\n CAST(\\\"RH\\\" AS REAL) AS \\\"RH\\\",\\n SUM(CAST(\\\"AT\\\" AS REAL)) AS \\\"total_measure\\\",\\n SUM(CAST(\\\"AT\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"AT\\\" AS REAL))) OVER (PARTITION BY CAST(\\\"V\\\" AS REAL)) AS \\\"share_within_group\\\"\\nFROM \\\"n20\\\"\\nGROUP BY CAST(\\\"V\\\" AS REAL), CAST(\\\"RH\\\" AS REAL)\\nORDER BY \\\"share_within_group\\\" DESC;\",\"notes\":\"Applied the provided Within-Group Share of Total template with group_col=V, item_col=RH, and measure_col=AT, casting text-backed numeric fields to REAL for correct aggregation and grouping.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_ae002ed90771d81b/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_ae002ed90771d81b/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..90ea93a10ebbd0119b2a7c643de9cc477de4f9e9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_ae002ed90771d81b/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n20", + "model": "v2-cli:codex", + "run_id": "v2q_n20_ae002ed90771d81b", + "api_calls": 0, + "input_tokens": 13635, + "cached_input_tokens": 12672, + "output_tokens": 936, + "total_tokens": 14571, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 17016.14, + "sql_execution_elapsed_ms_total": 61.88, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_ae002ed90771d81b/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_ae4fb45b1dc8b012/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_ae4fb45b1dc8b012/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..a473402295fe2a518039738a085fc799a15c5972 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_ae4fb45b1dc8b012/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=V, measure_col=AP. +Result preview: [{"V": 41.82, "percentile_measure": 1033.293}, {"V": 40.02, "percentile_measure": 1032.098}, {"V": 42.86, "percentile_measure": 1032.0}, {"V": 41.92, "percentile_measure": 1031.961}, {"V": 40.11, "percentile_measure": 1031.186}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_ae4fb45b1dc8b012/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_ae4fb45b1dc8b012/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..78c1e49171e07306e2a80c653d54370289b4084d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_ae4fb45b1dc8b012/generated_sql.sql @@ -0,0 +1,60 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: n20 +-- 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_grouped_percentile_point +-- query_record_id: v2q_n20_ae4fb45b1dc8b012 +-- problem_id: v2p_n20_65de804d76448848 +-- realization_mode: agent +-- source_kind: agent +WITH "base" AS ( + SELECT + CAST("V" AS REAL) AS "V", + CAST("AP" AS REAL) AS "AP" + FROM "n20" + WHERE "V" IS NOT NULL + AND TRIM("V") <> '' + AND "AP" IS NOT NULL + AND TRIM("AP") <> '' +), +"ranked" AS ( + SELECT + "V", + "AP", + ROW_NUMBER() OVER (PARTITION BY "V" ORDER BY "AP") AS "rn", + COUNT(*) OVER (PARTITION BY "V") AS "cnt" + FROM "base" +), +"positioned" AS ( + SELECT + "V", + "AP", + "rn", + "cnt", + (1.0 + 0.95 * ("cnt" - 1)) AS "pos", + CAST(1.0 + 0.95 * ("cnt" - 1) AS INTEGER) AS "lo", + CASE + WHEN ABS((1.0 + 0.95 * ("cnt" - 1)) - CAST(1.0 + 0.95 * ("cnt" - 1) AS INTEGER)) < 0.000000000001 + THEN CAST(1.0 + 0.95 * ("cnt" - 1) AS INTEGER) + ELSE CAST(1.0 + 0.95 * ("cnt" - 1) AS INTEGER) + 1 + END AS "hi" + FROM "ranked" +) +SELECT + "V", + CASE + WHEN MIN("lo") = MIN("hi") THEN MAX(CASE WHEN "rn" = "lo" THEN "AP" END) + ELSE MAX(CASE WHEN "rn" = "lo" THEN "AP" END) + + (MIN("pos") - MIN("lo")) * ( + MAX(CASE WHEN "rn" = "hi" THEN "AP" END) - + MAX(CASE WHEN "rn" = "lo" THEN "AP" END) + ) + END AS "percentile_measure" +FROM "positioned" +GROUP BY "V" +HAVING MIN("cnt") >= 5 +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_ae4fb45b1dc8b012/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_ae4fb45b1dc8b012/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..943e0d57ce7df0ff93e448d3211ce8de334e789c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_ae4fb45b1dc8b012/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_grouped_percentile_point\nWITH \"base\" AS (\n SELECT\n CAST(\"V\" AS REAL) AS \"V\",\n CAST(\"AP\" AS REAL) AS \"AP\"\n FROM \"n20\"\n WHERE \"V\" IS NOT NULL\n AND TRIM(\"V\") <> ''\n AND \"AP\" IS NOT NULL\n AND TRIM(\"AP\") <> ''\n),\n\"ranked\" AS (\n SELECT\n \"V\",\n \"AP\",\n ROW_NUMBER() OVER (PARTITION BY \"V\" ORDER BY \"AP\") AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"V\") AS \"cnt\"\n FROM \"base\"\n),\n\"positioned\" AS (\n SELECT\n \"V\",\n \"AP\",\n \"rn\",\n \"cnt\",\n (1.0 + 0.95 * (\"cnt\" - 1)) AS \"pos\",\n CAST(1.0 + 0.95 * (\"cnt\" - 1) AS INTEGER) AS \"lo\",\n CASE\n WHEN ABS((1.0 + 0.95 * (\"cnt\" - 1)) - CAST(1.0 + 0.95 * (\"cnt\" - 1) AS INTEGER)) < 0.000000000001\n THEN CAST(1.0 + 0.95 * (\"cnt\" - 1) AS INTEGER)\n ELSE CAST(1.0 + 0.95 * (\"cnt\" - 1) AS INTEGER) + 1\n END AS \"hi\"\n FROM \"ranked\"\n)\nSELECT\n \"V\",\n CASE\n WHEN MIN(\"lo\") = MIN(\"hi\") THEN MAX(CASE WHEN \"rn\" = \"lo\" THEN \"AP\" END)\n ELSE MAX(CASE WHEN \"rn\" = \"lo\" THEN \"AP\" END) +\n (MIN(\"pos\") - MIN(\"lo\")) * (\n MAX(CASE WHEN \"rn\" = \"hi\" THEN \"AP\" END) -\n MAX(CASE WHEN \"rn\" = \"lo\" THEN \"AP\" END)\n )\n END AS \"percentile_measure\"\nFROM \"positioned\"\nGROUP BY \"V\"\nHAVING MIN(\"cnt\") >= 5\nORDER BY \"percentile_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"base\\\" AS (\\n SELECT\\n CAST(\\\"V\\\" AS REAL) AS \\\"V\\\",\\n CAST(\\\"AP\\\" AS REAL) AS \\\"AP\\\"\\n FROM \\\"n20\\\"\\n WHERE \\\"V\\\" IS NOT NULL\\n AND TRIM(\\\"V\\\") <> ''\\n AND \\\"AP\\\" IS NOT NULL\\n AND TRIM(\\\"AP\\\") <> ''\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"V\\\",\\n \\\"AP\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"V\\\" ORDER BY \\\"AP\\\") AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"V\\\") AS \\\"cnt\\\"\\n FROM \\\"base\\\"\\n),\\n\\\"positioned\\\" AS (\\n SELECT\\n \\\"V\\\",\\n \\\"AP\\\",\\n \\\"rn\\\",\\n \\\"cnt\\\",\\n (1.0 + 0.95 * (\\\"cnt\\\" - 1)) AS \\\"pos\\\",\\n CAST(1.0 + 0.95 * (\\\"cnt\\\" - 1) AS INTEGER) AS \\\"lo\\\",\\n CASE\\n WHEN ABS((1.0 + 0.95 * (\\\"cnt\\\" - 1)) - CAST(1.0 + 0.95 * (\\\"cnt\\\" - 1) AS INTEGER)) < 0.000000000001\\n THEN CAST(1.0 + 0.95 * (\\\"cnt\\\" - 1) AS INTEGER)\\n ELSE CAST(1.0 + 0.95 * (\\\"cnt\\\" - 1) AS INTEGER) + 1\\n END AS \\\"hi\\\"\\n FROM \\\"ranked\\\"\\n)\\nSELECT\\n \\\"V\\\",\\n CASE\\n WHEN MIN(\\\"lo\\\") = MIN(\\\"hi\\\") THEN MAX(CASE WHEN \\\"rn\\\" = \\\"lo\\\" THEN \\\"AP\\\" END)\\n ELSE MAX(CASE WHEN \\\"rn\\\" = \\\"lo\\\" THEN \\\"AP\\\" END) +\\n (MIN(\\\"pos\\\") - MIN(\\\"lo\\\")) * (\\n MAX(CASE WHEN \\\"rn\\\" = \\\"hi\\\" THEN \\\"AP\\\" END) -\\n MAX(CASE WHEN \\\"rn\\\" = \\\"lo\\\" THEN \\\"AP\\\" END)\\n )\\n END AS \\\"percentile_measure\\\"\\nFROM \\\"positioned\\\"\\nGROUP BY \\\"V\\\"\\nHAVING MIN(\\\"cnt\\\") >= 5\\nORDER BY \\\"percentile_measure\\\" DESC;\", \"columns\": [\"V\", \"percentile_measure\"], \"rows\": [{\"V\": 41.82, \"percentile_measure\": 1033.293}, {\"V\": 40.02, \"percentile_measure\": 1032.098}, {\"V\": 42.86, \"percentile_measure\": 1032.0}, {\"V\": 41.92, \"percentile_measure\": 1031.961}, {\"V\": 40.11, \"percentile_measure\": 1031.186}, {\"V\": 41.4, \"percentile_measure\": 1030.686}, {\"V\": 44.47, \"percentile_measure\": 1030.208}, {\"V\": 36.25, \"percentile_measure\": 1029.6775}, {\"V\": 42.74, \"percentile_measure\": 1029.3310000000001}, {\"V\": 39.42, \"percentile_measure\": 1028.5015}, {\"V\": 40.8, \"percentile_measure\": 1028.1375}, {\"V\": 41.14, \"percentile_measure\": 1028.1335000000001}, {\"V\": 34.69, \"percentile_measure\": 1028.0235}, {\"V\": 36.3, \"percentile_measure\": 1027.884}, {\"V\": 36.66, \"percentile_measure\": 1027.8174999999999}, {\"V\": 35.57, \"percentile_measure\": 1027.145}, {\"V\": 41.04, \"percentile_measure\": 1026.886}, {\"V\": 40.81, \"percentile_measure\": 1026.531}, {\"V\": 52.72, \"percentile_measure\": 1026.41}, {\"V\": 49.64, \"percentile_measure\": 1026.3825}, {\"V\": 39.96, \"percentile_measure\": 1026.2715}, {\"V\": 52.75, \"percentile_measure\": 1026.19}, {\"V\": 40.43, \"percentile_measure\": 1025.875}, {\"V\": 40.71, \"percentile_measure\": 1025.7}, {\"V\": 43.71, \"percentile_measure\": 1025.66}, {\"V\": 44.92, \"percentile_measure\": 1025.54}, {\"V\": 36.71, \"percentile_measure\": 1025.4785}, {\"V\": 40.78, \"percentile_measure\": 1025.4470000000001}, {\"V\": 40.96, \"percentile_measure\": 1025.2160000000001}, {\"V\": 44.0, \"percentile_measure\": 1025.184}, {\"V\": 41.01, \"percentile_measure\": 1025.1465}, {\"V\": 45.08, \"percentile_measure\": 1024.9775}, {\"V\": 44.84, \"percentile_measure\": 1024.8525}, {\"V\": 39.18, \"percentile_measure\": 1024.607}, {\"V\": 41.76, \"percentile_measure\": 1024.04}, {\"V\": 39.04, \"percentile_measure\": 1023.95}, {\"V\": 37.73, \"percentile_measure\": 1023.9359999999999}, {\"V\": 40.72, \"percentile_measure\": 1023.874}, {\"V\": 45.0, \"percentile_measure\": 1023.8075}, {\"V\": 44.68, \"percentile_measure\": 1023.4625000000001}, {\"V\": 43.99, \"percentile_measure\": 1023.396}, {\"V\": 38.01, \"percentile_measure\": 1023.3389999999999}, {\"V\": 40.56, \"percentile_measure\": 1023.25}, {\"V\": 40.92, \"percentile_measure\": 1023.242}, {\"V\": 43.8, \"percentile_measure\": 1023.2045}, {\"V\": 41.16, \"percentile_measure\": 1023.1709999999999}, {\"V\": 41.93, \"percentile_measure\": 1023.124}, {\"V\": 40.55, \"percentile_measure\": 1023.106}, {\"V\": 44.21, \"percentile_measure\": 1022.996}, {\"V\": 43.52, \"percentile_measure\": 1022.962}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 50.63}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_ae4fb45b1dc8b012/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_ae4fb45b1dc8b012/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..976ffd1261a0a8b03d0addd1c10ae24d59b49f0a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_ae4fb45b1dc8b012/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "n20", + "started_at": "2026-05-19T15:52:22.320536+00:00", + "ended_at": "2026-05-19T15:53:34.305816+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n20_ae4fb45b1dc8b012", + "problem_id": "v2p_n20_65de804d76448848", + "dataset_id": "n20", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=V, measure_col=AP.", + "bindings": { + "group_col": "V", + "measure_col": "AP", + "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": 1017.26, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=rule", + "problem_index_within_template=3", + "sql_variant_index=1/2", + "binding_index=86" + ], + "template_selection_mode": "rule", + "selected_template_rank": 8, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/sql/v2q_n20_ae4fb45b1dc8b012.sql", + "usage_summary": { + "dataset_id": "n20", + "model": "v2-cli:codex", + "run_id": "v2q_n20_ae4fb45b1dc8b012", + "api_calls": 0, + "input_tokens": 13557, + "cached_input_tokens": 12672, + "output_tokens": 4730, + "total_tokens": 18287, + "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": 70927.61, + "sql_execution_elapsed_ms_total": 50.63, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_ae4fb45b1dc8b012/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_ae4fb45b1dc8b012/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_ae4fb45b1dc8b012/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..84a011b11e94b8d7bede9dcb5ed063afc5ec3102 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_ae4fb45b1dc8b012/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T15:52:25.970739+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": 3647.65, "started_at": "2026-05-19T15:52:22.322283+00:00", "ended_at": "2026-05-19T15:52:25.969971+00:00", "prompt_metrics": {"chars": 4723, "bytes_utf8": 4723, "lines": 156, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40f0-2d36-7d11-9bda-1f75138e029f\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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": "2026-05-19T15:53:34.252872+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": 67279.96, "started_at": "2026-05-19T15:52:26.972041+00:00", "ended_at": "2026-05-19T15:53:34.252047+00:00", "prompt_metrics": {"chars": 4723, "bytes_utf8": 4723, "lines": 156, "estimated_tokens": null}, "response_metrics": {"chars": 1608, "bytes_utf8": 1608, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13557, "cached_input_tokens": 12672, "output_tokens": 4730, "reasoning_output_tokens": 4141}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"base\\\" AS (\\n SELECT\\n CAST(\\\"V\\\" AS REAL) AS \\\"V\\\",\\n CAST(\\\"AP\\\" AS REAL) AS \\\"AP\\\"\\n FROM \\\"n20\\\"\\n WHERE \\\"V\\\" IS NOT NULL\\n AND TRIM(\\\"V\\\") <> ''\\n AND \\\"AP\\\" IS NOT NULL\\n AND TRIM(\\\"AP\\\") <> ''\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"V\\\",\\n \\\"AP\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"V\\\" ORDER BY \\\"AP\\\") AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"V\\\") AS \\\"cnt\\\"\\n FROM \\\"base\\\"\\n),\\n\\\"positioned\\\" AS (\\n SELECT\\n \\\"V\\\",\\n \\\"AP\\\",\\n \\\"rn\\\",\\n \\\"cnt\\\",\\n (1.0 + 0.95 * (\\\"cnt\\\" - 1)) AS \\\"pos\\\",\\n CAST(1.0 + 0.95 * (\\\"cnt\\\" - 1) AS INTEGER) AS \\\"lo\\\",\\n CASE\\n WHEN ABS((1.0 + 0.95 * (\\\"cnt\\\" - 1)) - CAST(1.0 + 0.95 * (\\\"cnt\\\" - 1) AS INTEGER)) < 0.000000000001\\n THEN CAST(1.0 + 0.95 * (\\\"cnt\\\" - 1) AS INTEGER)\\n ELSE CAST(1.0 + 0.95 * (\\\"cnt\\\" - 1) AS INTEGER) + 1\\n END AS \\\"hi\\\"\\n FROM \\\"ranked\\\"\\n)\\nSELECT\\n \\\"V\\\",\\n CASE\\n WHEN MIN(\\\"lo\\\") = MIN(\\\""} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_ae4fb45b1dc8b012/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_ae4fb45b1dc8b012/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..1dd0d60e03ddfb6bf1b2984317dbb1aa5001bec1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_ae4fb45b1dc8b012/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n20", + "model": "v2-cli:codex", + "run_id": "v2q_n20_ae4fb45b1dc8b012", + "api_calls": 0, + "input_tokens": 13557, + "cached_input_tokens": 12672, + "output_tokens": 4730, + "total_tokens": 18287, + "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": 70927.61, + "sql_execution_elapsed_ms_total": 50.63, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_ae4fb45b1dc8b012/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_ae98c077c32ca7b7/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_ae98c077c32ca7b7/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..7e960ce479934487cb6f331446af5eb5048989f0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_ae98c077c32ca7b7/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Window Partition Average to probe slice_level_consistency with semantic role ranked_signal_view. Focus on group_col=V, measure_col=AP. +Result preview: [{"V": "41.82", "avg_measure": 1033.0106666666666}, {"V": "40.020000000000003", "avg_measure": 1031.4346666666668}, {"V": "41.92", "avg_measure": 1030.3942105263156}, {"V": "36.25", "avg_measure": 1028.959}, {"V": "44.47", "avg_measure": 1028.4878947368422}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_ae98c077c32ca7b7/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_ae98c077c32ca7b7/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..20cc421d78e40d5d23ea76a446c87170dc0154d4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_ae98c077c32ca7b7/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: n20 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_n20_ae98c077c32ca7b7 +-- problem_id: v2p_n20_62fae3f87f9e742a +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "V", + AVG(CAST("AP" AS REAL)) OVER (PARTITION BY "V") AS avg_measure +FROM "n20" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_ae98c077c32ca7b7/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_ae98c077c32ca7b7/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..557075eb5e13f44aad3ad08dd9334f224962afed --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_ae98c077c32ca7b7/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_window_partition_avg\nSELECT DISTINCT \"V\",\n AVG(CAST(\"AP\" AS REAL)) OVER (PARTITION BY \"V\") AS avg_measure\nFROM \"n20\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"V\\\",\\n AVG(CAST(\\\"AP\\\" AS REAL)) OVER (PARTITION BY \\\"V\\\") AS avg_measure\\nFROM \\\"n20\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"V\", \"avg_measure\"], \"rows\": [{\"V\": \"41.82\", \"avg_measure\": 1033.0106666666666}, {\"V\": \"40.020000000000003\", \"avg_measure\": 1031.4346666666668}, {\"V\": \"41.92\", \"avg_measure\": 1030.3942105263156}, {\"V\": \"36.25\", \"avg_measure\": 1028.959}, {\"V\": \"44.47\", \"avg_measure\": 1028.4878947368422}, {\"V\": \"42.74\", \"avg_measure\": 1027.4308333333333}, {\"V\": \"34.69\", \"avg_measure\": 1027.3675}, {\"V\": \"41.14\", \"avg_measure\": 1026.8445833333333}, {\"V\": \"36.659999999999997\", \"avg_measure\": 1026.808}, {\"V\": \"35.57\", \"avg_measure\": 1026.2045454545455}, {\"V\": \"40.799999999999997\", \"avg_measure\": 1025.951111111111}, {\"V\": \"40.11\", \"avg_measure\": 1025.946}, {\"V\": \"39.42\", \"avg_measure\": 1025.7322222222222}, {\"V\": \"41.4\", \"avg_measure\": 1025.6695652173914}, {\"V\": \"40.43\", \"avg_measure\": 1025.61625}, {\"V\": \"52.72\", \"avg_measure\": 1025.4282352941175}, {\"V\": \"41.04\", \"avg_measure\": 1025.332105263158}, {\"V\": \"45.78\", \"avg_measure\": 1025.27}, {\"V\": \"49.64\", \"avg_measure\": 1025.1225}, {\"V\": \"43.71\", \"avg_measure\": 1024.8247058823529}, {\"V\": \"40.78\", \"avg_measure\": 1024.6254545454544}, {\"V\": \"44.92\", \"avg_measure\": 1024.5214285714287}, {\"V\": \"44\", \"avg_measure\": 1024.3042857142857}, {\"V\": \"52.75\", \"avg_measure\": 1024.0052380952382}, {\"V\": \"45.08\", \"avg_measure\": 1023.9194444444444}, {\"V\": \"44.84\", \"avg_measure\": 1023.8055}, {\"V\": \"40.96\", \"avg_measure\": 1023.6166666666667}, {\"V\": \"36.43\", \"avg_measure\": 1023.42}, {\"V\": \"41.76\", \"avg_measure\": 1023.0923076923077}, {\"V\": \"40.72\", \"avg_measure\": 1022.9653333333333}, {\"V\": \"43.8\", \"avg_measure\": 1022.9258333333333}, {\"V\": \"39.18\", \"avg_measure\": 1022.8035714285714}, {\"V\": \"39.96\", \"avg_measure\": 1022.7453571428571}, {\"V\": \"45\", \"avg_measure\": 1022.7270833333333}, {\"V\": \"38.01\", \"avg_measure\": 1022.61625}, {\"V\": \"62.08\", \"avg_measure\": 1022.5}, {\"V\": \"37.86\", \"avg_measure\": 1022.44}, {\"V\": \"37.729999999999997\", \"avg_measure\": 1022.2311111111111}, {\"V\": \"40.92\", \"avg_measure\": 1022.1842105263158}, {\"V\": \"35.85\", \"avg_measure\": 1021.99}, {\"V\": \"40.81\", \"avg_measure\": 1021.85}, {\"V\": \"43.99\", \"avg_measure\": 1021.8383333333334}, {\"V\": \"43.52\", \"avg_measure\": 1021.8338461538461}, {\"V\": \"44.68\", \"avg_measure\": 1021.819375}, {\"V\": \"41.01\", \"avg_measure\": 1021.8079166666666}, {\"V\": \"41.03\", \"avg_measure\": 1021.7509090909091}, {\"V\": \"41.74\", \"avg_measure\": 1021.5540909090909}, {\"V\": \"41.38\", \"avg_measure\": 1021.4387499999999}, {\"V\": \"41.06\", \"avg_measure\": 1021.426923076923}, {\"V\": \"39.04\", \"avg_measure\": 1021.3622727272727}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 20.09}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_ae98c077c32ca7b7/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_ae98c077c32ca7b7/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..7070fee1f4318e3a1033aa01eb43ebdebc387ef4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_ae98c077c32ca7b7/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "n20", + "started_at": "2026-05-19T15:43:16.859365+00:00", + "ended_at": "2026-05-19T15:43:29.749618+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n20_ae98c077c32ca7b7", + "problem_id": "v2p_n20_62fae3f87f9e742a", + "dataset_id": "n20", + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role ranked_signal_view. Focus on group_col=V, measure_col=AP.", + "bindings": { + "group_col": "V", + "measure_col": "AP", + "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": 1015.48, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=rule", + "problem_index_within_template=7", + "sql_variant_index=2/2", + "binding_index=54" + ], + "template_selection_mode": "rule", + "selected_template_rank": 5, + "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_a/n20/sql/v2q_n20_ae98c077c32ca7b7.sql", + "usage_summary": { + "dataset_id": "n20", + "model": "v2-cli:codex", + "run_id": "v2q_n20_ae98c077c32ca7b7", + "api_calls": 0, + "input_tokens": 13530, + "cached_input_tokens": 12672, + "output_tokens": 432, + "total_tokens": 13962, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12866.01, + "sql_execution_elapsed_ms_total": 20.09, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_ae98c077c32ca7b7/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_ae98c077c32ca7b7/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_ae98c077c32ca7b7/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..78c27b8336510506d80da4199e17b2ba31043332 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_ae98c077c32ca7b7/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:43:29.727673+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": 12866.01, "started_at": "2026-05-19T15:43:16.860887+00:00", "ended_at": "2026-05-19T15:43:29.726922+00:00", "prompt_metrics": {"chars": 4629, "bytes_utf8": 4629, "lines": 156, "estimated_tokens": null}, "response_metrics": {"chars": 378, "bytes_utf8": 378, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13530, "cached_input_tokens": 12672, "output_tokens": 432, "reasoning_output_tokens": 332}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"V\\\",\\n AVG(CAST(\\\"AP\\\" AS REAL)) OVER (PARTITION BY \\\"V\\\") AS avg_measure\\nFROM \\\"n20\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the provided Window Partition Average template with group_col=\\\"V\\\" and measure_col=\\\"AP\\\". Cast \\\"AP\\\" to REAL because the SQLite schema stores numeric fields as TEXT.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_ae98c077c32ca7b7/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_ae98c077c32ca7b7/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..b48875c1ee68292db9878bef43d63dbbfe685876 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_ae98c077c32ca7b7/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n20", + "model": "v2-cli:codex", + "run_id": "v2q_n20_ae98c077c32ca7b7", + "api_calls": 0, + "input_tokens": 13530, + "cached_input_tokens": 12672, + "output_tokens": 432, + "total_tokens": 13962, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12866.01, + "sql_execution_elapsed_ms_total": 20.09, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_ae98c077c32ca7b7/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_af5bde9cbd2ab187/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_af5bde9cbd2ab187/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..8fbbb69d03f125d776fdacea46f2ded216ddc597 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_af5bde9cbd2ab187/run_manifest.json @@ -0,0 +1,67 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "n20", + "started_at": "2026-05-19T16:05:11.449933+00:00", + "ended_at": "2026-05-19T16:05:19.352391+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n20_af5bde9cbd2ab187", + "problem_id": "v2p_n20_c160098610d93ad3", + "dataset_id": "n20", + "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=V.", + "bindings": { + "group_col": "V", + "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": 66.54, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=rule", + "problem_index_within_template=6", + "sql_variant_index=2/2", + "binding_index=125" + ], + "template_selection_mode": "rule", + "selected_template_rank": 11, + "problem_index_within_template": 6, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_af5bde9cbd2ab187/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_af5bde9cbd2ab187/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..323c494b71db46121bf444561d8d982d9828ccbf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_af5bde9cbd2ab187/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:05:15.029008+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": 3576.9, "started_at": "2026-05-19T16:05:11.451028+00:00", "ended_at": "2026-05-19T16:05:15.027960+00:00", "prompt_metrics": {"chars": 4545, "bytes_utf8": 4545, "lines": 154, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40fb-e999-7743-a96b-d1e49ebcc5b0\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:05:19.352300+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": 3321.2, "started_at": "2026-05-19T16:05:16.030357+00:00", "ended_at": "2026-05-19T16:05:19.351597+00:00", "prompt_metrics": {"chars": 4545, "bytes_utf8": 4545, "lines": 154, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40fb-fba4-7263-bbc8-ddae89392757\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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_a/n20/artifacts/v2q_n20_b0c283f9eecf0886/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b0c283f9eecf0886/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..75f239e61e70d8bf20d67e1b284f7aa5fdf550f9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b0c283f9eecf0886/cli/conversation.jsonl @@ -0,0 +1,4 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 4493, "bytes_utf8": 4493, "lines": 154, "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": 4493, "bytes_utf8": 4493, "lines": 154, "estimated_tokens": null}} +{"attempt": 2, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_2.txt", "raw_content_path": "cli/sql_response_attempt_2.raw.txt", "stderr_path": "cli/sql_stderr_attempt_2.txt", "metrics": {"chars": 360, "bytes_utf8": 360, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13509, "cached_input_tokens": 12032, "output_tokens": 505, "reasoning_output_tokens": 397}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b0c283f9eecf0886/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b0c283f9eecf0886/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..0e876871e4a77ed00c47e2fa30f4f8dbb4da2550 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b0c283f9eecf0886/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": "n20", + "model": "v2-cli:codex", + "run_id": "v2q_n20_b0c283f9eecf0886", + "api_calls": 0, + "input_tokens": 13509, + "cached_input_tokens": 12032, + "output_tokens": 505, + "total_tokens": 14014, + "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": 14884.45, + "sql_execution_elapsed_ms_total": 2.07, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b0c283f9eecf0886/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b0c283f9eecf0886/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b0c283f9eecf0886/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..f46e2832b3cdc8f2a55d524d7e893a6d2e83c70c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b0c283f9eecf0886/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:01:57.265044+00:00", + "ended_at": "2026-05-19T16:02:00.248224+00:00", + "elapsed_ms": 2983.15, + "returncode": 1, + "prompt_metrics": { + "chars": 4493, + "bytes_utf8": 4493, + "lines": 154, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b0c283f9eecf0886/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b0c283f9eecf0886/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..78cad6d1152b9cbf9da8d64dfd0fc11e0e3fb1eb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b0c283f9eecf0886/cli/sql_attempt_2.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:02:01.250454+00:00", + "ended_at": "2026-05-19T16:02:13.151812+00:00", + "elapsed_ms": 11901.3, + "prompt_metrics": { + "chars": 4493, + "bytes_utf8": 4493, + "lines": 154, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 708, + "bytes_utf8": 708, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 360, + "bytes_utf8": 360, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13509, + "cached_input_tokens": 12032, + "output_tokens": 505, + "reasoning_output_tokens": 397 + } + }, + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b0c283f9eecf0886/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b0c283f9eecf0886/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..baf835e31d33f61367ecaf8560efb510fbfaeef9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b0c283f9eecf0886/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,154 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n20 +- dataset_name: Combined Cycle Power Plant +- table_name: n20 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 4 feature columns and target `PE`. +- task_type: regression +- target_column: PE +- main_row_count: 9568 +- important_fields: +- AT: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for AT. +- V: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'subgroup_candidate'] desc=Numeric field for V. +- AP: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for AP. +- RH: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for RH. +- PE: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for PE. +- useful_field_combinations: [['V', 'AT', 'PE'], ['AT', 'V', 'PE']] +- fields_requiring_caution: ['PE', 'AT', 'V', 'AP'] +- source_url: https://archive.ics.uci.edu/dataset/294/combined+cycle+power+plant + +SQLite schema snapshot: +{ + "table_name": "n20", + "quoted_table_name": "\"n20\"", + "row_count": 9568, + "columns": [ + { + "name": "AT", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "AP", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PE", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "AT": "14.96", + "V": "41.76", + "AP": "1024.07", + "RH": "73.17", + "PE": "463.26" + }, + { + "AT": "25.18", + "V": "62.96", + "AP": "1020.04", + "RH": "59.08", + "PE": "444.37" + }, + { + "AT": "5.1100000000000003", + "V": "39.4", + "AP": "1012.16", + "RH": "92.14", + "PE": "488.56" + }, + { + "AT": "20.86", + "V": "57.32", + "AP": "1010.24", + "RH": "76.64", + "PE": "446.48" + }, + { + "AT": "10.82", + "V": "37.5", + "AP": "1009.23", + "RH": "96.62", + "PE": "473.9" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_threshold_rarity_cdf", + "template_name": "Threshold Rarity CDF", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n20", + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=AT.", + "planned_template_id": "tpl_threshold_rarity_cdf", + "bindings": { + "measure_col": "AT", + "top_k": 13, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 25.72, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b0c283f9eecf0886/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b0c283f9eecf0886/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..baf835e31d33f61367ecaf8560efb510fbfaeef9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b0c283f9eecf0886/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,154 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n20 +- dataset_name: Combined Cycle Power Plant +- table_name: n20 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 4 feature columns and target `PE`. +- task_type: regression +- target_column: PE +- main_row_count: 9568 +- important_fields: +- AT: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for AT. +- V: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'subgroup_candidate'] desc=Numeric field for V. +- AP: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for AP. +- RH: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for RH. +- PE: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for PE. +- useful_field_combinations: [['V', 'AT', 'PE'], ['AT', 'V', 'PE']] +- fields_requiring_caution: ['PE', 'AT', 'V', 'AP'] +- source_url: https://archive.ics.uci.edu/dataset/294/combined+cycle+power+plant + +SQLite schema snapshot: +{ + "table_name": "n20", + "quoted_table_name": "\"n20\"", + "row_count": 9568, + "columns": [ + { + "name": "AT", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "AP", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PE", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "AT": "14.96", + "V": "41.76", + "AP": "1024.07", + "RH": "73.17", + "PE": "463.26" + }, + { + "AT": "25.18", + "V": "62.96", + "AP": "1020.04", + "RH": "59.08", + "PE": "444.37" + }, + { + "AT": "5.1100000000000003", + "V": "39.4", + "AP": "1012.16", + "RH": "92.14", + "PE": "488.56" + }, + { + "AT": "20.86", + "V": "57.32", + "AP": "1010.24", + "RH": "76.64", + "PE": "446.48" + }, + { + "AT": "10.82", + "V": "37.5", + "AP": "1009.23", + "RH": "96.62", + "PE": "473.9" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_threshold_rarity_cdf", + "template_name": "Threshold Rarity CDF", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n20", + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=AT.", + "planned_template_id": "tpl_threshold_rarity_cdf", + "bindings": { + "measure_col": "AT", + "top_k": 13, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 25.72, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b0c283f9eecf0886/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b0c283f9eecf0886/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..40e99ea07750ed7fba28aeff55c82266c1a6099c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b0c283f9eecf0886/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f8-f335-7651-b12e-fe182ef3622d"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b0c283f9eecf0886/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b0c283f9eecf0886/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1f8b40f3df52010241d872d75ac7f53dff0320c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b0c283f9eecf0886/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f8-f335-7651-b12e-fe182ef3622d"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b0c283f9eecf0886/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b0c283f9eecf0886/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..bf1daad7caa46df1d10bfaa22dc2823ab8e4d2e9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b0c283f9eecf0886/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f9-029d-7b10-bf16-d5c5a00d4c5f"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_threshold_rarity_cdf\\nSELECT AVG(CASE WHEN CAST(\\\"AT\\\" AS REAL) <= 25.72 THEN 1 ELSE 0 END) AS \\\"empirical_cdf_at_threshold\\\"\\nFROM \\\"n20\\\";\",\"notes\":\"Applies the Threshold Rarity CDF template on measure_col=\\\"AT\\\" with threshold 25.72. \\\"AT\\\" is CAST to REAL so the comparison is numeric even though the column is stored as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13509,"cached_input_tokens":12032,"output_tokens":505,"reasoning_output_tokens":397}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b0c283f9eecf0886/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b0c283f9eecf0886/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..19953326aede1a688b3e37f177fb6cb7b8ae0887 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b0c283f9eecf0886/cli/sql_response_attempt_2.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_threshold_rarity_cdf\nSELECT AVG(CASE WHEN CAST(\"AT\" AS REAL) <= 25.72 THEN 1 ELSE 0 END) AS \"empirical_cdf_at_threshold\"\nFROM \"n20\";","notes":"Applies the Threshold Rarity CDF template on measure_col=\"AT\" with threshold 25.72. \"AT\" is CAST to REAL so the comparison is numeric even though the column is stored as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b0c283f9eecf0886/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b0c283f9eecf0886/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b0c283f9eecf0886/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b0c283f9eecf0886/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b1455588c18ee6d1/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b1455588c18ee6d1/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..01ebe4054183daef123d3504f2f8babda8211e4e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b1455588c18ee6d1/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=V, measure_col=V. +Result preview: [{"V": 35.85, "PE": 464.6, "total_measure": 35.85, "share_within_group": 100.0}, {"V": 36.43, "PE": 474.17, "total_measure": 36.43, "share_within_group": 100.0}, {"V": 36.54, "PE": 475.48, "total_measure": 36.54, "share_within_group": 100.0}, {"V": 37.86, "PE": 463.58, "total_measure": 37.86, "share_within_group": 100.0}, {"V": 37.9, "PE": 465.61, "total_measure": 37.9, "share_within_group": 100.0}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b1455588c18ee6d1/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b1455588c18ee6d1/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..726b16862f6e139d990bfd9dda9a20189f013cb5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b1455588c18ee6d1/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: n20 +-- 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_tpcds_within_group_share +-- query_record_id: v2q_n20_b1455588c18ee6d1 +-- problem_id: v2p_n20_11c0fb139b98a56a +-- realization_mode: agent +-- source_kind: agent +SELECT CAST("V" AS REAL) AS "V", CAST("PE" AS REAL) AS "PE", + SUM(CAST("V" AS REAL)) AS total_measure, + SUM(CAST("V" AS REAL)) * 100.0 / SUM(SUM(CAST("V" AS REAL))) OVER (PARTITION BY CAST("V" AS REAL)) AS share_within_group +FROM "n20" +GROUP BY CAST("V" AS REAL), CAST("PE" AS REAL) +ORDER BY share_within_group DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b1455588c18ee6d1/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b1455588c18ee6d1/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..013bb939aeeeb22b0106a3f621078bdb6ab22733 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b1455588c18ee6d1/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_tpcds_within_group_share\nSELECT CAST(\"V\" AS REAL) AS \"V\", CAST(\"PE\" AS REAL) AS \"PE\",\n SUM(CAST(\"V\" AS REAL)) AS total_measure,\n SUM(CAST(\"V\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"V\" AS REAL))) OVER (PARTITION BY CAST(\"V\" AS REAL)) AS share_within_group\nFROM \"n20\"\nGROUP BY CAST(\"V\" AS REAL), CAST(\"PE\" AS REAL)\nORDER BY share_within_group DESC;", "result": "{\"query\": \"-- template_id: tpl_tpcds_within_group_share\\nSELECT CAST(\\\"V\\\" AS REAL) AS \\\"V\\\", CAST(\\\"PE\\\" AS REAL) AS \\\"PE\\\",\\n SUM(CAST(\\\"V\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"V\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"V\\\" AS REAL))) OVER (PARTITION BY CAST(\\\"V\\\" AS REAL)) AS share_within_group\\nFROM \\\"n20\\\"\\nGROUP BY CAST(\\\"V\\\" AS REAL), CAST(\\\"PE\\\" AS REAL)\\nORDER BY share_within_group DESC;\", \"columns\": [\"V\", \"PE\", \"total_measure\", \"share_within_group\"], \"rows\": [{\"V\": 35.85, \"PE\": 464.6, \"total_measure\": 35.85, \"share_within_group\": 100.0}, {\"V\": 36.43, \"PE\": 474.17, \"total_measure\": 36.43, \"share_within_group\": 100.0}, {\"V\": 36.54, \"PE\": 475.48, \"total_measure\": 36.54, \"share_within_group\": 100.0}, {\"V\": 37.86, \"PE\": 463.58, \"total_measure\": 37.86, \"share_within_group\": 100.0}, {\"V\": 37.9, \"PE\": 465.61, \"total_measure\": 37.9, \"share_within_group\": 100.0}, {\"V\": 37.91, \"PE\": 469.63, \"total_measure\": 37.91, \"share_within_group\": 100.0}, {\"V\": 38.92, \"PE\": 470.63, \"total_measure\": 38.92, \"share_within_group\": 100.0}, {\"V\": 39.08, \"PE\": 454.18, \"total_measure\": 39.08, \"share_within_group\": 100.0}, {\"V\": 40.33, \"PE\": 460.09, \"total_measure\": 40.33, \"share_within_group\": 100.0}, {\"V\": 41.43, \"PE\": 470.41, \"total_measure\": 41.43, \"share_within_group\": 100.0}, {\"V\": 44.3, \"PE\": 444.0, \"total_measure\": 44.3, \"share_within_group\": 100.0}, {\"V\": 44.37, \"PE\": 429.81, \"total_measure\": 44.37, \"share_within_group\": 100.0}, {\"V\": 45.76, \"PE\": 460.87, \"total_measure\": 45.76, \"share_within_group\": 100.0}, {\"V\": 45.78, \"PE\": 462.88, \"total_measure\": 45.78, \"share_within_group\": 100.0}, {\"V\": 46.9, \"PE\": 461.73, \"total_measure\": 46.9, \"share_within_group\": 100.0}, {\"V\": 50.39, \"PE\": 452.59, \"total_measure\": 50.39, \"share_within_group\": 100.0}, {\"V\": 53.3, \"PE\": 430.27, \"total_measure\": 53.3, \"share_within_group\": 100.0}, {\"V\": 53.53, \"PE\": 432.43, \"total_measure\": 53.53, \"share_within_group\": 100.0}, {\"V\": 54.89, \"PE\": 440.99, \"total_measure\": 54.89, \"share_within_group\": 100.0}, {\"V\": 55.28, \"PE\": 451.29, \"total_measure\": 55.28, \"share_within_group\": 100.0}, {\"V\": 55.68, \"PE\": 435.04, \"total_measure\": 55.68, \"share_within_group\": 100.0}, {\"V\": 56.24, \"PE\": 429.34, \"total_measure\": 56.24, \"share_within_group\": 100.0}, {\"V\": 56.51, \"PE\": 449.24, \"total_measure\": 56.51, \"share_within_group\": 100.0}, {\"V\": 56.86, \"PE\": 434.08, \"total_measure\": 56.86, \"share_within_group\": 100.0}, {\"V\": 57.35, \"PE\": 433.27, \"total_measure\": 57.35, \"share_within_group\": 100.0}, {\"V\": 57.55, \"PE\": 435.33, \"total_measure\": 57.55, \"share_within_group\": 100.0}, {\"V\": 57.82, \"PE\": 435.4, \"total_measure\": 57.82, \"share_within_group\": 100.0}, {\"V\": 60.06, \"PE\": 450.16, \"total_measure\": 60.06, \"share_within_group\": 100.0}, {\"V\": 61.85, \"PE\": 436.46, \"total_measure\": 61.85, \"share_within_group\": 100.0}, {\"V\": 62.34, \"PE\": 435.94, \"total_measure\": 62.34, \"share_within_group\": 100.0}, {\"V\": 64.09, \"PE\": 436.61, \"total_measure\": 64.09, \"share_within_group\": 100.0}, {\"V\": 64.34, \"PE\": 440.0, \"total_measure\": 64.34, \"share_within_group\": 100.0}, {\"V\": 65.75, \"PE\": 435.6, \"total_measure\": 65.75, \"share_within_group\": 100.0}, {\"V\": 66.85, \"PE\": 440.98, \"total_measure\": 66.85, \"share_within_group\": 100.0}, {\"V\": 67.98, \"PE\": 434.65, \"total_measure\": 67.98, \"share_within_group\": 100.0}, {\"V\": 68.37, \"PE\": 442.66, \"total_measure\": 68.37, \"share_within_group\": 100.0}, {\"V\": 70.09, \"PE\": 439.96, \"total_measure\": 70.09, \"share_within_group\": 100.0}, {\"V\": 73.11, \"PE\": 440.15, \"total_measure\": 73.11, \"share_within_group\": 100.0}, {\"V\": 73.46, \"PE\": 438.41, \"total_measure\": 73.46, \"share_within_group\": 100.0}, {\"V\": 76.16, \"PE\": 437.47, \"total_measure\": 76.16, \"share_within_group\": 100.0}, {\"V\": 78.11, \"PE\": 435.71, \"total_measure\": 78.11, \"share_within_group\": 100.0}, {\"V\": 80.25, \"PE\": 446.15, \"total_measure\": 80.25, \"share_within_group\": 100.0}, {\"V\": 81.56, \"PE\": 434.38, \"total_measure\": 81.56, \"share_within_group\": 100.0}, {\"V\": 44.66, \"PE\": 461.34, \"total_measure\": 44.66, \"share_within_group\": 50.00000000000001}, {\"V\": 44.66, \"PE\": 464.41, \"total_measure\": 44.66, \"share_within_group\": 50.00000000000001}, {\"V\": 38.53, \"PE\": 466.92, \"total_measure\": 38.53, \"share_within_group\": 50.0}, {\"V\": 38.53, \"PE\": 470.39, \"total_measure\": 38.53, \"share_within_group\": 50.0}, {\"V\": 39.1, \"PE\": 460.7, \"total_measure\": 39.1, \"share_within_group\": 50.0}, {\"V\": 39.1, \"PE\": 470.55, \"total_measure\": 39.1, \"share_within_group\": 50.0}, {\"V\": 42.67, \"PE\": 440.69, \"total_measure\": 42.67, \"share_within_group\": 50.0}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 55.05}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b1455588c18ee6d1/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b1455588c18ee6d1/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..3f8970dbffb0d039e4dac55e74fdfc60fe590803 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b1455588c18ee6d1/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "n20", + "started_at": "2026-05-19T15:38:11.583638+00:00", + "ended_at": "2026-05-19T15:38:25.524031+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n20_b1455588c18ee6d1", + "problem_id": "v2p_n20_11c0fb139b98a56a", + "dataset_id": "n20", + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=V, measure_col=V.", + "bindings": { + "group_col": "V", + "measure_col": "V", + "item_col": "PE", + "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": 62.52, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "item_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=rule", + "problem_index_within_template=10", + "sql_variant_index=2/2", + "binding_index=33" + ], + "template_selection_mode": "rule", + "selected_template_rank": 3, + "problem_index_within_template": 10, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/sql/v2q_n20_b1455588c18ee6d1.sql", + "usage_summary": { + "dataset_id": "n20", + "model": "v2-cli:codex", + "run_id": "v2q_n20_b1455588c18ee6d1", + "api_calls": 0, + "input_tokens": 13636, + "cached_input_tokens": 12672, + "output_tokens": 693, + "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": 13881.43, + "sql_execution_elapsed_ms_total": 55.05, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b1455588c18ee6d1/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b1455588c18ee6d1/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b1455588c18ee6d1/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e9943158efee82f93f4867479f38e62af22d1e09 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b1455588c18ee6d1/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:38:25.467158+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": 13881.43, "started_at": "2026-05-19T15:38:11.584644+00:00", "ended_at": "2026-05-19T15:38:25.466104+00:00", "prompt_metrics": {"chars": 4946, "bytes_utf8": 4946, "lines": 158, "estimated_tokens": null}, "response_metrics": {"chars": 600, "bytes_utf8": 600, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13636, "cached_input_tokens": 12672, "output_tokens": 693, "reasoning_output_tokens": 516}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT CAST(\\\"V\\\" AS REAL) AS \\\"V\\\", CAST(\\\"PE\\\" AS REAL) AS \\\"PE\\\",\\n SUM(CAST(\\\"V\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"V\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"V\\\" AS REAL))) OVER (PARTITION BY CAST(\\\"V\\\" AS REAL)) AS share_within_group\\nFROM \\\"n20\\\"\\nGROUP BY CAST(\\\"V\\\" AS REAL), CAST(\\\"PE\\\" AS REAL)\\nORDER BY share_within_group DESC;\",\"notes\":\"Used the planned template with group_col=\\\"V\\\", item_col=\\\"PE\\\", and measure_col=\\\"V\\\". Cast numeric text fields to REAL for SQLite-compatible aggregation and window calculation.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b1455588c18ee6d1/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b1455588c18ee6d1/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..17cce6746760b7ca981b4972b45c2b97d4760223 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b1455588c18ee6d1/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n20", + "model": "v2-cli:codex", + "run_id": "v2q_n20_b1455588c18ee6d1", + "api_calls": 0, + "input_tokens": 13636, + "cached_input_tokens": 12672, + "output_tokens": 693, + "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": 13881.43, + "sql_execution_elapsed_ms_total": 55.05, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b1455588c18ee6d1/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b16cbe7dfed016b4/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b16cbe7dfed016b4/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..92060703ec325730d8612478e86853979198849d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b16cbe7dfed016b4/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=V, measure_col=V. +Result preview: [{"V": "70.319999999999993", "total_measure": 4289.5199999999995}, {"V": "68.08", "total_measure": 3063.6}, {"V": "66.540000000000006", "total_measure": 2927.76}, {"V": "69.13", "total_measure": 2834.33}, {"V": "71.14", "total_measure": 2774.46}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b16cbe7dfed016b4/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b16cbe7dfed016b4/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..04878b31101e68f2fa4f1ddd0082530f275c0cbf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b16cbe7dfed016b4/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: n20 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_h2o_group_sum +-- query_record_id: v2q_n20_b16cbe7dfed016b4 +-- problem_id: v2p_n20_54966dec4c7ae8ce +-- realization_mode: agent +-- source_kind: agent +SELECT "V", SUM(CAST("V" AS REAL)) AS total_measure +FROM "n20" +GROUP BY "V" +ORDER BY total_measure DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b16cbe7dfed016b4/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b16cbe7dfed016b4/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9eeb41db2618beab601292310a6c7d177e679098 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b16cbe7dfed016b4/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_h2o_group_sum\nSELECT \"V\", SUM(CAST(\"V\" AS REAL)) AS total_measure\nFROM \"n20\"\nGROUP BY \"V\"\nORDER BY total_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"V\\\", SUM(CAST(\\\"V\\\" AS REAL)) AS total_measure\\nFROM \\\"n20\\\"\\nGROUP BY \\\"V\\\"\\nORDER BY total_measure DESC;\", \"columns\": [\"V\", \"total_measure\"], \"rows\": [{\"V\": \"70.319999999999993\", \"total_measure\": 4289.5199999999995}, {\"V\": \"68.08\", \"total_measure\": 3063.6}, {\"V\": \"66.540000000000006\", \"total_measure\": 2927.76}, {\"V\": \"69.13\", \"total_measure\": 2834.33}, {\"V\": \"71.14\", \"total_measure\": 2774.46}, {\"V\": \"75.599999999999994\", \"total_measure\": 2721.6}, {\"V\": \"77.95\", \"total_measure\": 2572.35}, {\"V\": \"41.17\", \"total_measure\": 2511.37}, {\"V\": \"51.43\", \"total_measure\": 2417.21}, {\"V\": \"58.79\", \"total_measure\": 2410.39}, {\"V\": \"59.21\", \"total_measure\": 2368.4}, {\"V\": \"63.94\", \"total_measure\": 2110.02}, {\"V\": \"45.01\", \"total_measure\": 2070.46}, {\"V\": \"71.319999999999993\", \"total_measure\": 1996.9599999999998}, {\"V\": \"70.02\", \"total_measure\": 1960.56}, {\"V\": \"45.87\", \"total_measure\": 1926.54}, {\"V\": \"74.22\", \"total_measure\": 1781.28}, {\"V\": \"73.67\", \"total_measure\": 1768.08}, {\"V\": \"73.5\", \"total_measure\": 1764.0}, {\"V\": \"73.180000000000007\", \"total_measure\": 1756.3200000000002}, {\"V\": \"73.17\", \"total_measure\": 1756.08}, {\"V\": \"44.9\", \"total_measure\": 1751.1}, {\"V\": \"72.239999999999995\", \"total_measure\": 1733.7599999999998}, {\"V\": \"71.98\", \"total_measure\": 1727.52}, {\"V\": \"71.849999999999994\", \"total_measure\": 1724.3999999999999}, {\"V\": \"71.290000000000006\", \"total_measure\": 1710.96}, {\"V\": \"74.33\", \"total_measure\": 1709.59}, {\"V\": \"70.47\", \"total_measure\": 1691.28}, {\"V\": \"72.989999999999995\", \"total_measure\": 1678.77}, {\"V\": \"69.84\", \"total_measure\": 1676.16}, {\"V\": \"72.430000000000007\", \"total_measure\": 1665.89}, {\"V\": \"68.67\", \"total_measure\": 1648.08}, {\"V\": \"41.16\", \"total_measure\": 1646.3999999999999}, {\"V\": \"74.67\", \"total_measure\": 1642.74}, {\"V\": \"68.239999999999995\", \"total_measure\": 1637.7599999999998}, {\"V\": \"70.94\", \"total_measure\": 1631.62}, {\"V\": \"67.319999999999993\", \"total_measure\": 1615.6799999999998}, {\"V\": \"70.040000000000006\", \"total_measure\": 1610.92}, {\"V\": \"69.48\", \"total_measure\": 1598.0400000000002}, {\"V\": \"66.510000000000005\", \"total_measure\": 1596.2400000000002}, {\"V\": \"66.48\", \"total_measure\": 1595.52}, {\"V\": \"69.23\", \"total_measure\": 1592.2900000000002}, {\"V\": \"42.86\", \"total_measure\": 1585.82}, {\"V\": \"68.94\", \"total_measure\": 1585.62}, {\"V\": \"71.94\", \"total_measure\": 1582.6799999999998}, {\"V\": \"71.77\", \"total_measure\": 1578.9399999999998}, {\"V\": \"71.73\", \"total_measure\": 1578.0600000000002}, {\"V\": \"71.58\", \"total_measure\": 1574.76}, {\"V\": \"74.87\", \"total_measure\": 1572.27}, {\"V\": \"41.26\", \"total_measure\": 1567.8799999999999}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 5.66}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b16cbe7dfed016b4/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b16cbe7dfed016b4/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..e4ffffc29b3aad24cb28e194eeade5cdf99822c9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b16cbe7dfed016b4/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "n20", + "started_at": "2026-05-19T15:28:38.938118+00:00", + "ended_at": "2026-05-19T15:28:47.061898+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n20_b16cbe7dfed016b4", + "problem_id": "v2p_n20_54966dec4c7ae8ce", + "dataset_id": "n20", + "template_id": "tpl_h2o_group_sum", + "template_name": "Grouped Numeric Sum", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_rank_order", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=V, measure_col=V.", + "bindings": { + "group_col": "V", + "measure_col": "V", + "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": 66.54, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=rule", + "problem_index_within_template=2", + "sql_variant_index=1/2", + "binding_index=1" + ], + "template_selection_mode": "rule", + "selected_template_rank": 1, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/sql/v2q_n20_b16cbe7dfed016b4.sql", + "usage_summary": { + "dataset_id": "n20", + "model": "v2-cli:codex", + "run_id": "v2q_n20_b16cbe7dfed016b4", + "api_calls": 0, + "input_tokens": 13518, + "cached_input_tokens": 4480, + "output_tokens": 338, + "total_tokens": 13856, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 8114.27, + "sql_execution_elapsed_ms_total": 5.66, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b16cbe7dfed016b4/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b16cbe7dfed016b4/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b16cbe7dfed016b4/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e751df8816ae6a5923722c9a1db7a52ee046a379 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b16cbe7dfed016b4/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:28:47.054899+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": 8114.27, "started_at": "2026-05-19T15:28:38.939914+00:00", "ended_at": "2026-05-19T15:28:47.054218+00:00", "prompt_metrics": {"chars": 4539, "bytes_utf8": 4539, "lines": 156, "estimated_tokens": null}, "response_metrics": {"chars": 352, "bytes_utf8": 352, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13518, "cached_input_tokens": 4480, "output_tokens": 338, "reasoning_output_tokens": 239}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"V\\\", SUM(CAST(\\\"V\\\" AS REAL)) AS total_measure\\nFROM \\\"n20\\\"\\nGROUP BY \\\"V\\\"\\nORDER BY total_measure DESC;\",\"notes\":\"Used the provided grouped numeric sum template with group_col=\\\"V\\\" and measure_col=\\\"V\\\". CAST(\\\"V\\\" AS REAL) is applied because the schema stores numeric values as TEXT in SQLite.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b16cbe7dfed016b4/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b16cbe7dfed016b4/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..55c487948aef8c90e17f2cefab66164db9d5128b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b16cbe7dfed016b4/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n20", + "model": "v2-cli:codex", + "run_id": "v2q_n20_b16cbe7dfed016b4", + "api_calls": 0, + "input_tokens": 13518, + "cached_input_tokens": 4480, + "output_tokens": 338, + "total_tokens": 13856, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 8114.27, + "sql_execution_elapsed_ms_total": 5.66, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b16cbe7dfed016b4/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b25e3ac7205b190c/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b25e3ac7205b190c/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..3f446d6823f0d88bc286c60ab2b3053c99657990 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b25e3ac7205b190c/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "n20", + "started_at": "2026-05-19T16:06:06.194137+00:00", + "ended_at": "2026-05-19T16:06:13.460297+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n20_b25e3ac7205b190c", + "problem_id": "v2p_n20_8fda1c3f2e4fb5b9", + "dataset_id": "n20", + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "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 Thresholded Group Ranking to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=V, measure_col=AP.", + "bindings": { + "group_col": "V", + "measure_col": "AP", + "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": 1017.26, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=rule", + "problem_index_within_template=3", + "sql_variant_index=1/2", + "binding_index=134" + ], + "template_selection_mode": "rule", + "selected_template_rank": 12, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b25e3ac7205b190c/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b25e3ac7205b190c/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..115776bb0bab1867db5485c07bf37210106463aa --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b25e3ac7205b190c/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:06:09.436186+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": 3239.64, "started_at": "2026-05-19T16:06:06.195832+00:00", "ended_at": "2026-05-19T16:06:09.435510+00:00", "prompt_metrics": {"chars": 4711, "bytes_utf8": 4711, "lines": 156, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40fc-bf73-7de3-980a-b9dc7d8d1ba8\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:06:13.460212+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": 3021.85, "started_at": "2026-05-19T16:06:10.437643+00:00", "ended_at": "2026-05-19T16:06:13.459539+00:00", "prompt_metrics": {"chars": 4711, "bytes_utf8": 4711, "lines": 156, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40fc-d021-7c51-9bea-5b8333e4ca85\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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_a/n20/artifacts/v2q_n20_b289ce7e564fdb5f/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b289ce7e564fdb5f/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..67078f4093d2327693486a2a2ac6d0287a8f35e5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b289ce7e564fdb5f/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:06:34.050345+00:00", + "ended_at": "2026-05-19T16:06:37.062248+00:00", + "elapsed_ms": 3011.87, + "returncode": 1, + "prompt_metrics": { + "chars": 4709, + "bytes_utf8": 4709, + "lines": 156, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b289ce7e564fdb5f/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b289ce7e564fdb5f/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..13921b961a2efb13e9b806cbbfb0e94fed098bc6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b289ce7e564fdb5f/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:06:38.064523+00:00", + "ended_at": "2026-05-19T16:06:40.743624+00:00", + "elapsed_ms": 2679.05, + "returncode": 1, + "prompt_metrics": { + "chars": 4709, + "bytes_utf8": 4709, + "lines": 156, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 281, + "bytes_utf8": 281, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 4, + "estimated_tokens": null + }, + "usage": {} + }, + "status": "failed", + "error": "AI CLI command failed with exit code 1: ", + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b289ce7e564fdb5f/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b289ce7e564fdb5f/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8c185a0fb02a67c057ddbf71dcadcb203c8a2252 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b289ce7e564fdb5f/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,156 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n20 +- dataset_name: Combined Cycle Power Plant +- table_name: n20 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 4 feature columns and target `PE`. +- task_type: regression +- target_column: PE +- main_row_count: 9568 +- important_fields: +- AT: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for AT. +- V: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'subgroup_candidate'] desc=Numeric field for V. +- AP: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for AP. +- RH: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for RH. +- PE: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for PE. +- useful_field_combinations: [['V', 'AT', 'PE'], ['AT', 'V', 'PE']] +- fields_requiring_caution: ['PE', 'AT', 'V', 'AP'] +- source_url: https://archive.ics.uci.edu/dataset/294/combined+cycle+power+plant + +SQLite schema snapshot: +{ + "table_name": "n20", + "quoted_table_name": "\"n20\"", + "row_count": 9568, + "columns": [ + { + "name": "AT", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "AP", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PE", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "AT": "14.96", + "V": "41.76", + "AP": "1024.07", + "RH": "73.17", + "PE": "463.26" + }, + { + "AT": "25.18", + "V": "62.96", + "AP": "1020.04", + "RH": "59.08", + "PE": "444.37" + }, + { + "AT": "5.1100000000000003", + "V": "39.4", + "AP": "1012.16", + "RH": "92.14", + "PE": "488.56" + }, + { + "AT": "20.86", + "V": "57.32", + "AP": "1010.24", + "RH": "76.64", + "PE": "446.48" + }, + { + "AT": "10.82", + "V": "37.5", + "AP": "1009.23", + "RH": "96.62", + "PE": "473.9" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n20", + "question": "Use template Thresholded Group Ranking to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=V, measure_col=AT.", + "planned_template_id": "tpl_tpch_thresholded_group_ranking", + "bindings": { + "group_col": "V", + "measure_col": "AT", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 25.72, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b289ce7e564fdb5f/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b289ce7e564fdb5f/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..8c185a0fb02a67c057ddbf71dcadcb203c8a2252 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b289ce7e564fdb5f/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,156 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n20 +- dataset_name: Combined Cycle Power Plant +- table_name: n20 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 4 feature columns and target `PE`. +- task_type: regression +- target_column: PE +- main_row_count: 9568 +- important_fields: +- AT: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for AT. +- V: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'subgroup_candidate'] desc=Numeric field for V. +- AP: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for AP. +- RH: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for RH. +- PE: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for PE. +- useful_field_combinations: [['V', 'AT', 'PE'], ['AT', 'V', 'PE']] +- fields_requiring_caution: ['PE', 'AT', 'V', 'AP'] +- source_url: https://archive.ics.uci.edu/dataset/294/combined+cycle+power+plant + +SQLite schema snapshot: +{ + "table_name": "n20", + "quoted_table_name": "\"n20\"", + "row_count": 9568, + "columns": [ + { + "name": "AT", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "AP", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PE", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "AT": "14.96", + "V": "41.76", + "AP": "1024.07", + "RH": "73.17", + "PE": "463.26" + }, + { + "AT": "25.18", + "V": "62.96", + "AP": "1020.04", + "RH": "59.08", + "PE": "444.37" + }, + { + "AT": "5.1100000000000003", + "V": "39.4", + "AP": "1012.16", + "RH": "92.14", + "PE": "488.56" + }, + { + "AT": "20.86", + "V": "57.32", + "AP": "1010.24", + "RH": "76.64", + "PE": "446.48" + }, + { + "AT": "10.82", + "V": "37.5", + "AP": "1009.23", + "RH": "96.62", + "PE": "473.9" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n20", + "question": "Use template Thresholded Group Ranking to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=V, measure_col=AT.", + "planned_template_id": "tpl_tpch_thresholded_group_ranking", + "bindings": { + "group_col": "V", + "measure_col": "AT", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 25.72, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b289ce7e564fdb5f/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b289ce7e564fdb5f/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d304e80593e510071ded4045bec2d188a4b958cb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b289ce7e564fdb5f/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fd-2c4c-7af1-b5ef-e5a69aae3442"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b289ce7e564fdb5f/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b289ce7e564fdb5f/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c905bf858e3de74e03872211cc2c72a288eac00b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b289ce7e564fdb5f/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fd-2c4c-7af1-b5ef-e5a69aae3442"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b289ce7e564fdb5f/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b289ce7e564fdb5f/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..54a9adaef9df856e92621ba1b0a58ee8aa5cf3a9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b289ce7e564fdb5f/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fd-3c0f-7a12-ba33-7fb6af8e62ec"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b289ce7e564fdb5f/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b289ce7e564fdb5f/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..8dc8afcfec9731365b3c8f55a68a706d3a0bd440 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b289ce7e564fdb5f/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fd-3c0f-7a12-ba33-7fb6af8e62ec"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b289ce7e564fdb5f/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b289ce7e564fdb5f/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b289ce7e564fdb5f/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b289ce7e564fdb5f/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b296871bc157bd9b/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b296871bc157bd9b/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..13a4886bdc5082458fe93e7f82230f31764a524f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b296871bc157bd9b/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=V, condition_col=PE. +Result preview: [{"V": "67.25", "condition_ratio": 0.0}, {"V": "67.45", "condition_ratio": 0.0}, {"V": "70.400000000000006", "condition_ratio": 0.0}, {"V": "71.319999999999993", "condition_ratio": 0.0}, {"V": "71.58", "condition_ratio": 0.0}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b296871bc157bd9b/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b296871bc157bd9b/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..840eca9157efb3bface3753fef9191ea545129a9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b296871bc157bd9b/generated_sql.sql @@ -0,0 +1,26 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: n20 +-- 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_n20_b296871bc157bd9b +-- problem_id: v2p_n20_b70e2bc675111692 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT + "V", + SUM(CASE WHEN "PE" = '468.8' THEN 1 ELSE 0 END) AS numerator_count, + SUM(CASE WHEN "PE" = '434.01' THEN 1 ELSE 0 END) AS denominator_count + FROM "n20" + GROUP BY "V" +) +SELECT + "V", + 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_a/n20/artifacts/v2q_n20_b296871bc157bd9b/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b296871bc157bd9b/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9b7cfb65927ee61ee3e57c2ef76957491823256b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b296871bc157bd9b/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\n \"V\",\n SUM(CASE WHEN \"PE\" = '468.8' THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN \"PE\" = '434.01' THEN 1 ELSE 0 END) AS denominator_count\n FROM \"n20\"\n GROUP BY \"V\"\n)\nSELECT\n \"V\",\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\\n \\\"V\\\",\\n SUM(CASE WHEN \\\"PE\\\" = '468.8' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"PE\\\" = '434.01' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"n20\\\"\\n GROUP BY \\\"V\\\"\\n)\\nSELECT\\n \\\"V\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\", \"columns\": [\"V\", \"condition_ratio\"], \"rows\": [{\"V\": \"67.25\", \"condition_ratio\": 0.0}, {\"V\": \"67.45\", \"condition_ratio\": 0.0}, {\"V\": \"70.400000000000006\", \"condition_ratio\": 0.0}, {\"V\": \"71.319999999999993\", \"condition_ratio\": 0.0}, {\"V\": \"71.58\", \"condition_ratio\": 0.0}, {\"V\": \"74.900000000000006\", \"condition_ratio\": 0.0}, {\"V\": \"76.2\", \"condition_ratio\": 0.0}, {\"V\": \"79.05\", \"condition_ratio\": 0.0}, {\"V\": \"25.36\", \"condition_ratio\": null}, {\"V\": \"25.88\", \"condition_ratio\": null}, {\"V\": \"34.03\", \"condition_ratio\": null}, {\"V\": \"34.69\", \"condition_ratio\": null}, {\"V\": \"35.19\", \"condition_ratio\": null}, {\"V\": \"35.4\", \"condition_ratio\": null}, {\"V\": \"35.47\", \"condition_ratio\": null}, {\"V\": \"35.57\", \"condition_ratio\": null}, {\"V\": \"35.71\", \"condition_ratio\": null}, {\"V\": \"35.76\", \"condition_ratio\": null}, {\"V\": \"35.770000000000003\", \"condition_ratio\": null}, {\"V\": \"35.79\", \"condition_ratio\": null}, {\"V\": \"35.85\", \"condition_ratio\": null}, {\"V\": \"36.08\", \"condition_ratio\": null}, {\"V\": \"36.18\", \"condition_ratio\": null}, {\"V\": \"36.24\", \"condition_ratio\": null}, {\"V\": \"36.25\", \"condition_ratio\": null}, {\"V\": \"36.299999999999997\", \"condition_ratio\": null}, {\"V\": \"36.43\", \"condition_ratio\": null}, {\"V\": \"36.54\", \"condition_ratio\": null}, {\"V\": \"36.659999999999997\", \"condition_ratio\": null}, {\"V\": \"36.71\", \"condition_ratio\": null}, {\"V\": \"36.99\", \"condition_ratio\": null}, {\"V\": \"37.14\", \"condition_ratio\": null}, {\"V\": \"37.200000000000003\", \"condition_ratio\": null}, {\"V\": \"37.36\", \"condition_ratio\": null}, {\"V\": \"37.49\", \"condition_ratio\": null}, {\"V\": \"37.5\", \"condition_ratio\": null}, {\"V\": \"37.64\", \"condition_ratio\": null}, {\"V\": \"37.700000000000003\", \"condition_ratio\": null}, {\"V\": \"37.729999999999997\", \"condition_ratio\": null}, {\"V\": \"37.799999999999997\", \"condition_ratio\": null}, {\"V\": \"37.83\", \"condition_ratio\": null}, {\"V\": \"37.85\", \"condition_ratio\": null}, {\"V\": \"37.86\", \"condition_ratio\": null}, {\"V\": \"37.869999999999997\", \"condition_ratio\": null}, {\"V\": \"37.9\", \"condition_ratio\": null}, {\"V\": \"37.909999999999997\", \"condition_ratio\": null}, {\"V\": \"37.92\", \"condition_ratio\": null}, {\"V\": \"38.01\", \"condition_ratio\": null}, {\"V\": \"38.06\", \"condition_ratio\": null}, {\"V\": \"38.08\", \"condition_ratio\": null}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 7.9}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b296871bc157bd9b/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b296871bc157bd9b/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..18156b5cd0fdb6fed678ae00034e766fc47d75ff --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b296871bc157bd9b/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "n20", + "started_at": "2026-05-19T15:39:50.144896+00:00", + "ended_at": "2026-05-19T15:40:01.972901+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n20_b296871bc157bd9b", + "problem_id": "v2p_n20_b70e2bc675111692", + "dataset_id": "n20", + "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=V, condition_col=PE.", + "bindings": { + "group_col": "V", + "condition_col": "PE", + "condition_value": "468.8", + "positive_value": "468.8", + "negative_value": "434.01", + "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": 1017.26, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_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_a/n20/sql/v2q_n20_b296871bc157bd9b.sql", + "usage_summary": { + "dataset_id": "n20", + "model": "v2-cli:codex", + "run_id": "v2q_n20_b296871bc157bd9b", + "api_calls": 0, + "input_tokens": 13734, + "cached_input_tokens": 12032, + "output_tokens": 526, + "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": 11816.43, + "sql_execution_elapsed_ms_total": 7.9, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b296871bc157bd9b/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b296871bc157bd9b/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b296871bc157bd9b/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c18ebd8992c30755c8db9d6d012342ed4e831618 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b296871bc157bd9b/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:40:01.963202+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": 11816.43, "started_at": "2026-05-19T15:39:50.145782+00:00", "ended_at": "2026-05-19T15:40:01.962237+00:00", "prompt_metrics": {"chars": 5363, "bytes_utf8": 5363, "lines": 159, "estimated_tokens": null}, "response_metrics": {"chars": 677, "bytes_utf8": 677, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13734, "cached_input_tokens": 12032, "output_tokens": 526, "reasoning_output_tokens": 333}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH grouped AS (\\n SELECT\\n \\\"V\\\",\\n SUM(CASE WHEN \\\"PE\\\" = '468.8' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"PE\\\" = '434.01' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"n20\\\"\\n GROUP BY \\\"V\\\"\\n)\\nSELECT\\n \\\"V\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\",\"notes\":\"Uses the requested grouped ratio template with group_col=\\\"V\\\" and condition_col=\\\"PE\\\". Because the schema stores fields as TEXT, the condition checks use exact string equality against '468.8' and '434.01'.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b296871bc157bd9b/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b296871bc157bd9b/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..2b0fd4014e8e26d14f7c3e81e51bc16136c46caa --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b296871bc157bd9b/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n20", + "model": "v2-cli:codex", + "run_id": "v2q_n20_b296871bc157bd9b", + "api_calls": 0, + "input_tokens": 13734, + "cached_input_tokens": 12032, + "output_tokens": 526, + "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": 11816.43, + "sql_execution_elapsed_ms_total": 7.9, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b296871bc157bd9b/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b2b96e3168f933c2/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b2b96e3168f933c2/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..4c67856b0e1a05ff708ed80ffb4168ac7e7d2fc9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b2b96e3168f933c2/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "n20", + "started_at": "2026-05-19T16:06:40.744828+00:00", + "ended_at": "2026-05-19T16:06:47.969663+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n20_b2b96e3168f933c2", + "problem_id": "v2p_n20_569276483b318f4e", + "dataset_id": "n20", + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "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": "primary", + "extended_family": false, + "question": "Use template Thresholded Group Ranking to probe tail_set_consistency with semantic role filtered_stable_view. Focus on group_col=V, measure_col=AT.", + "bindings": { + "group_col": "V", + "measure_col": "AT", + "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": 23.99, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\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=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_a/n20/artifacts/v2q_n20_b2b96e3168f933c2/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b2b96e3168f933c2/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9d31d0a3c81b35eb62f3a79a8b78452ea343b9e3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b2b96e3168f933c2/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:06:43.716419+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": 2969.78, "started_at": "2026-05-19T16:06:40.745858+00:00", "ended_at": "2026-05-19T16:06:43.715662+00:00", "prompt_metrics": {"chars": 4713, "bytes_utf8": 4713, "lines": 156, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40fd-467b-7b50-938c-0b38aaef7d01\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:06:47.969573+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3251.51, "started_at": "2026-05-19T16:06:44.717264+00:00", "ended_at": "2026-05-19T16:06:47.968804+00:00", "prompt_metrics": {"chars": 4713, "bytes_utf8": 4713, "lines": 156, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40fd-55f8-7c01-b9f6-3dc284847ba8\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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_a/n20/artifacts/v2q_n20_b31721bf8bbf3cb9/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b31721bf8bbf3cb9/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..c053949bd5bb1188f235c2af9cef16dfd247a640 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b31721bf8bbf3cb9/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": "n20", + "model": "v2-cli:codex", + "run_id": "v2q_n20_b31721bf8bbf3cb9", + "api_calls": 0, + "input_tokens": 13530, + "cached_input_tokens": 12672, + "output_tokens": 560, + "total_tokens": 14090, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 26715.07, + "sql_execution_elapsed_ms_total": 27.17, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b31721bf8bbf3cb9/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b31721bf8bbf3cb9/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b31721bf8bbf3cb9/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..a55d17a97675b5e1fde8e65a3cd02285f60c31a1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b31721bf8bbf3cb9/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": "2026-05-19T15:43:40.242700+00:00", + "ended_at": "2026-05-19T15:44:06.957800+00:00", + "elapsed_ms": 26715.07, + "prompt_metrics": { + "chars": 4630, + "bytes_utf8": 4630, + "lines": 156, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1133, + "bytes_utf8": 1133, + "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": 431, + "bytes_utf8": 431, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13530, + "cached_input_tokens": 12672, + "output_tokens": 560, + "reasoning_output_tokens": 439 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b31721bf8bbf3cb9/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b31721bf8bbf3cb9/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..caecfc9005e2463547e28a4e67032f01395a65d3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b31721bf8bbf3cb9/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,156 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n20 +- dataset_name: Combined Cycle Power Plant +- table_name: n20 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 4 feature columns and target `PE`. +- task_type: regression +- target_column: PE +- main_row_count: 9568 +- important_fields: +- AT: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for AT. +- V: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'subgroup_candidate'] desc=Numeric field for V. +- AP: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for AP. +- RH: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for RH. +- PE: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for PE. +- useful_field_combinations: [['V', 'AT', 'PE'], ['AT', 'V', 'PE']] +- fields_requiring_caution: ['PE', 'AT', 'V', 'AP'] +- source_url: https://archive.ics.uci.edu/dataset/294/combined+cycle+power+plant + +SQLite schema snapshot: +{ + "table_name": "n20", + "quoted_table_name": "\"n20\"", + "row_count": 9568, + "columns": [ + { + "name": "AT", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "AP", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PE", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "AT": "14.96", + "V": "41.76", + "AP": "1024.07", + "RH": "73.17", + "PE": "463.26" + }, + { + "AT": "25.18", + "V": "62.96", + "AP": "1020.04", + "RH": "59.08", + "PE": "444.37" + }, + { + "AT": "5.1100000000000003", + "V": "39.4", + "AP": "1012.16", + "RH": "92.14", + "PE": "488.56" + }, + { + "AT": "20.86", + "V": "57.32", + "AP": "1010.24", + "RH": "76.64", + "PE": "446.48" + }, + { + "AT": "10.82", + "V": "37.5", + "AP": "1009.23", + "RH": "96.62", + "PE": "473.9" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n20", + "question": "Use template Window Partition Average to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=V, measure_col=RH.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "V", + "measure_col": "RH", + "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": 81.4522, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b31721bf8bbf3cb9/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b31721bf8bbf3cb9/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..6256521f6960a74c50a9b826922db1d0d6df2d69 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b31721bf8bbf3cb9/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,5 @@ +{"type":"thread.started","thread_id":"019e40e8-35e8-7591-bad1-8d13555b6207"} +{"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 14165. Please try again in 424ms. 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_window_partition_avg\\nSELECT DISTINCT\\n \\\"V\\\",\\n AVG(CAST(\\\"RH\\\" AS REAL)) OVER (PARTITION BY \\\"V\\\") AS avg_measure\\nFROM \\\"n20\\\"\\nWHERE \\\"V\\\" IS NOT NULL\\n AND \\\"RH\\\" IS NOT NULL\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the provided Window Partition Average template with group_col=\\\"V\\\" and measure_col=\\\"RH\\\". CAST(\\\"RH\\\" AS REAL) is needed because the schema stores numeric fields as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13530,"cached_input_tokens":12672,"output_tokens":560,"reasoning_output_tokens":439}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b31721bf8bbf3cb9/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b31721bf8bbf3cb9/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..fb105b4ff6bcb8f5f60548fb68da306a5cf922fe --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b31721bf8bbf3cb9/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT\n \"V\",\n AVG(CAST(\"RH\" AS REAL)) OVER (PARTITION BY \"V\") AS avg_measure\nFROM \"n20\"\nWHERE \"V\" IS NOT NULL\n AND \"RH\" IS NOT NULL\nORDER BY avg_measure DESC;","notes":"Used the provided Window Partition Average template with group_col=\"V\" and measure_col=\"RH\". CAST(\"RH\" AS REAL) is needed because the schema stores numeric fields as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b31721bf8bbf3cb9/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b31721bf8bbf3cb9/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b31721bf8bbf3cb9/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b31721bf8bbf3cb9/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..47643b42bcbe83d0cae2feb9077bdde61f097905 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b31721bf8bbf3cb9/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Window Partition Average to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=V, measure_col=RH. +Result preview: [{"V": "39.1", "avg_measure": 100.12}, {"V": "49.78", "avg_measure": 100.08888888888889}, {"V": "52.08", "avg_measure": 99.890625}, {"V": "48.04", "avg_measure": 99.30666666666667}, {"V": "46", "avg_measure": 98.63499999999999}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b31721bf8bbf3cb9/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b31721bf8bbf3cb9/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..95c23dd5a6f7cafef416d559d515af1b9b40e4fb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b31721bf8bbf3cb9/generated_sql.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: n20 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_n20_b31721bf8bbf3cb9 +-- problem_id: v2p_n20_41ec7ad913d34ed2 +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT + "V", + AVG(CAST("RH" AS REAL)) OVER (PARTITION BY "V") AS avg_measure +FROM "n20" +WHERE "V" IS NOT NULL + AND "RH" IS NOT NULL +ORDER BY avg_measure DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b31721bf8bbf3cb9/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b31721bf8bbf3cb9/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ae18385dd1dea10c26ba8b5bb1887fc4dbda2da2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b31721bf8bbf3cb9/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_window_partition_avg\nSELECT DISTINCT\n \"V\",\n AVG(CAST(\"RH\" AS REAL)) OVER (PARTITION BY \"V\") AS avg_measure\nFROM \"n20\"\nWHERE \"V\" IS NOT NULL\n AND \"RH\" IS NOT NULL\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT\\n \\\"V\\\",\\n AVG(CAST(\\\"RH\\\" AS REAL)) OVER (PARTITION BY \\\"V\\\") AS avg_measure\\nFROM \\\"n20\\\"\\nWHERE \\\"V\\\" IS NOT NULL\\n AND \\\"RH\\\" IS NOT NULL\\nORDER BY avg_measure DESC;\", \"columns\": [\"V\", \"avg_measure\"], \"rows\": [{\"V\": \"39.1\", \"avg_measure\": 100.12}, {\"V\": \"49.78\", \"avg_measure\": 100.08888888888889}, {\"V\": \"52.08\", \"avg_measure\": 99.890625}, {\"V\": \"48.04\", \"avg_measure\": 99.30666666666667}, {\"V\": \"46\", \"avg_measure\": 98.63499999999999}, {\"V\": \"46.9\", \"avg_measure\": 98.1}, {\"V\": \"50.12\", \"avg_measure\": 98.06875}, {\"V\": \"25.36\", \"avg_measure\": 97.36714285714287}, {\"V\": \"41.22\", \"avg_measure\": 97.298}, {\"V\": \"37.83\", \"avg_measure\": 97.19624999999999}, {\"V\": \"41.96\", \"avg_measure\": 97.048}, {\"V\": \"41.01\", \"avg_measure\": 96.94166666666666}, {\"V\": \"50.88\", \"avg_measure\": 96.82866666666668}, {\"V\": \"42.02\", \"avg_measure\": 96.799375}, {\"V\": \"45.78\", \"avg_measure\": 95.72}, {\"V\": \"38.78\", \"avg_measure\": 95.50333333333333}, {\"V\": \"42.34\", \"avg_measure\": 94.0278947368421}, {\"V\": \"46.18\", \"avg_measure\": 93.91833333333334}, {\"V\": \"61.45\", \"avg_measure\": 93.78571428571429}, {\"V\": \"44.66\", \"avg_measure\": 93.705}, {\"V\": \"46.33\", \"avg_measure\": 93.584}, {\"V\": \"39.590000000000003\", \"avg_measure\": 93.41714285714285}, {\"V\": \"58.18\", \"avg_measure\": 92.92833333333333}, {\"V\": \"35.79\", \"avg_measure\": 92.92636363636365}, {\"V\": \"40.64\", \"avg_measure\": 92.63366666666666}, {\"V\": \"56.51\", \"avg_measure\": 92.56}, {\"V\": \"39.9\", \"avg_measure\": 92.54846153846152}, {\"V\": \"39.96\", \"avg_measure\": 92.38142857142857}, {\"V\": \"41.31\", \"avg_measure\": 92.36461538461539}, {\"V\": \"42.85\", \"avg_measure\": 91.9835294117647}, {\"V\": \"41.49\", \"avg_measure\": 91.74416666666667}, {\"V\": \"40.729999999999997\", \"avg_measure\": 91.715625}, {\"V\": \"49.83\", \"avg_measure\": 91.66545454545455}, {\"V\": \"37.9\", \"avg_measure\": 91.51}, {\"V\": \"39.33\", \"avg_measure\": 91.13294117647058}, {\"V\": \"40.79\", \"avg_measure\": 91.02833333333332}, {\"V\": \"50.16\", \"avg_measure\": 90.97086956521738}, {\"V\": \"36.99\", \"avg_measure\": 90.89}, {\"V\": \"46.36\", \"avg_measure\": 90.8275}, {\"V\": \"35.19\", \"avg_measure\": 90.817}, {\"V\": \"48.7\", \"avg_measure\": 90.71799999999999}, {\"V\": \"44.68\", \"avg_measure\": 90.61125}, {\"V\": \"39.4\", \"avg_measure\": 90.35583333333334}, {\"V\": \"39.69\", \"avg_measure\": 90.25222222222222}, {\"V\": \"39.130000000000003\", \"avg_measure\": 90.242}, {\"V\": \"40.659999999999997\", \"avg_measure\": 90.05857142857143}, {\"V\": \"38.92\", \"avg_measure\": 90.05}, {\"V\": \"36.24\", \"avg_measure\": 89.953}, {\"V\": \"47.03\", \"avg_measure\": 89.88571428571429}, {\"V\": \"45.76\", \"avg_measure\": 89.84}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 27.17}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b31721bf8bbf3cb9/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b31721bf8bbf3cb9/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..5a40435fadf7f280678ef7ef36aa792c1d3dd1d1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b31721bf8bbf3cb9/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "n20", + "started_at": "2026-05-19T15:43:40.241038+00:00", + "ended_at": "2026-05-19T15:44:06.988116+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n20_b31721bf8bbf3cb9", + "problem_id": "v2p_n20_41ec7ad913d34ed2", + "dataset_id": "n20", + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Window Partition Average to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=V, measure_col=RH.", + "bindings": { + "group_col": "V", + "measure_col": "RH", + "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": 81.4522, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=rule", + "problem_index_within_template=8", + "sql_variant_index=2/2", + "binding_index=55" + ], + "template_selection_mode": "rule", + "selected_template_rank": 5, + "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_a/n20/sql/v2q_n20_b31721bf8bbf3cb9.sql", + "usage_summary": { + "dataset_id": "n20", + "model": "v2-cli:codex", + "run_id": "v2q_n20_b31721bf8bbf3cb9", + "api_calls": 0, + "input_tokens": 13530, + "cached_input_tokens": 12672, + "output_tokens": 560, + "total_tokens": 14090, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 26715.07, + "sql_execution_elapsed_ms_total": 27.17, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b31721bf8bbf3cb9/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b31721bf8bbf3cb9/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b31721bf8bbf3cb9/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..973915fd1c63a562768b0a74e150458dca268004 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b31721bf8bbf3cb9/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:44:06.958846+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": 26715.07, "started_at": "2026-05-19T15:43:40.242700+00:00", "ended_at": "2026-05-19T15:44:06.957800+00:00", "prompt_metrics": {"chars": 4630, "bytes_utf8": 4630, "lines": 156, "estimated_tokens": null}, "response_metrics": {"chars": 431, "bytes_utf8": 431, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13530, "cached_input_tokens": 12672, "output_tokens": 560, "reasoning_output_tokens": 439}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT\\n \\\"V\\\",\\n AVG(CAST(\\\"RH\\\" AS REAL)) OVER (PARTITION BY \\\"V\\\") AS avg_measure\\nFROM \\\"n20\\\"\\nWHERE \\\"V\\\" IS NOT NULL\\n AND \\\"RH\\\" IS NOT NULL\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the provided Window Partition Average template with group_col=\\\"V\\\" and measure_col=\\\"RH\\\". CAST(\\\"RH\\\" AS REAL) is needed because the schema stores numeric fields as TEXT.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b31721bf8bbf3cb9/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b31721bf8bbf3cb9/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..07939b9daf11eadbbb69b4d7e188e546220da925 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b31721bf8bbf3cb9/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n20", + "model": "v2-cli:codex", + "run_id": "v2q_n20_b31721bf8bbf3cb9", + "api_calls": 0, + "input_tokens": 13530, + "cached_input_tokens": 12672, + "output_tokens": 560, + "total_tokens": 14090, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 26715.07, + "sql_execution_elapsed_ms_total": 27.17, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b31721bf8bbf3cb9/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b377b3222b65c7f3/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b377b3222b65c7f3/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..b68a0f7b22ff64f38f004aaa4cba604196f0200a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b377b3222b65c7f3/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=V, measure_col=AP. +Result preview: [{"V": 41.82, "percentile_measure": 1033.274}, {"V": 40.02, "percentile_measure": 1031.932}, {"V": 41.92, "percentile_measure": 1031.8319999999999}, {"V": 42.86, "percentile_measure": 1031.6299999999999}, {"V": 41.4, "percentile_measure": 1030.3020000000001}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b377b3222b65c7f3/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b377b3222b65c7f3/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..0fd97f4852f683a282a0cd1aa996a7dacaada0d4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b377b3222b65c7f3/generated_sql.sql @@ -0,0 +1,57 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: n20 +-- 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_grouped_percentile_point +-- query_record_id: v2q_n20_b377b3222b65c7f3 +-- problem_id: v2p_n20_073f66188ebd9a57 +-- realization_mode: agent +-- source_kind: agent +WITH "typed" AS ( + SELECT + CAST("V" AS REAL) AS "V", + CAST("AP" AS REAL) AS "AP" + FROM "n20" + WHERE NULLIF(TRIM("V"), '') IS NOT NULL + AND NULLIF(TRIM("AP"), '') IS NOT NULL +), +"ranked" AS ( + SELECT + "V", + "AP", + ROW_NUMBER() OVER (PARTITION BY "V" ORDER BY "AP") AS "rn", + COUNT(*) OVER (PARTITION BY "V") AS "cnt" + FROM "typed" +), +"bounds" AS ( + SELECT + "V", + "cnt", + "AP", + "rn", + (1 + 0.9 * ("cnt" - 1)) AS "r", + CAST((1 + 0.9 * ("cnt" - 1)) AS INT) AS "lo_rn", + ((1 + 0.9 * ("cnt" - 1)) - CAST((1 + 0.9 * ("cnt" - 1)) AS INT)) AS "frac" + FROM "ranked" +), +"per_group" AS ( + SELECT + "V", + "cnt", + MAX(CASE WHEN "rn" = "lo_rn" THEN "AP" END) AS "lo_val", + MAX(CASE WHEN "rn" = "lo_rn" + CASE WHEN "frac" > 0 THEN 1 ELSE 0 END THEN "AP" END) AS "hi_val", + MAX("frac") AS "frac" + FROM "bounds" + GROUP BY "V", "cnt" +) +SELECT + "V", + ("lo_val" + "frac" * (COALESCE("hi_val", "lo_val") - "lo_val")) AS "percentile_measure" +FROM "per_group" +WHERE "cnt" >= 5 +ORDER BY "percentile_measure" DESC +LIMIT 16; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b377b3222b65c7f3/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b377b3222b65c7f3/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d0d82b3404c23f9be8c475df751056051e17c9f1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b377b3222b65c7f3/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_grouped_percentile_point\nWITH \"typed\" AS (\n SELECT\n CAST(\"V\" AS REAL) AS \"V\",\n CAST(\"AP\" AS REAL) AS \"AP\"\n FROM \"n20\"\n WHERE NULLIF(TRIM(\"V\"), '') IS NOT NULL\n AND NULLIF(TRIM(\"AP\"), '') IS NOT NULL\n),\n\"ranked\" AS (\n SELECT\n \"V\",\n \"AP\",\n ROW_NUMBER() OVER (PARTITION BY \"V\" ORDER BY \"AP\") AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"V\") AS \"cnt\"\n FROM \"typed\"\n),\n\"bounds\" AS (\n SELECT\n \"V\",\n \"cnt\",\n \"AP\",\n \"rn\",\n (1 + 0.9 * (\"cnt\" - 1)) AS \"r\",\n CAST((1 + 0.9 * (\"cnt\" - 1)) AS INT) AS \"lo_rn\",\n ((1 + 0.9 * (\"cnt\" - 1)) - CAST((1 + 0.9 * (\"cnt\" - 1)) AS INT)) AS \"frac\"\n FROM \"ranked\"\n),\n\"per_group\" AS (\n SELECT\n \"V\",\n \"cnt\",\n MAX(CASE WHEN \"rn\" = \"lo_rn\" THEN \"AP\" END) AS \"lo_val\",\n MAX(CASE WHEN \"rn\" = \"lo_rn\" + CASE WHEN \"frac\" > 0 THEN 1 ELSE 0 END THEN \"AP\" END) AS \"hi_val\",\n MAX(\"frac\") AS \"frac\"\n FROM \"bounds\"\n GROUP BY \"V\", \"cnt\"\n)\nSELECT\n \"V\",\n (\"lo_val\" + \"frac\" * (COALESCE(\"hi_val\", \"lo_val\") - \"lo_val\")) AS \"percentile_measure\"\nFROM \"per_group\"\nWHERE \"cnt\" >= 5\nORDER BY \"percentile_measure\" DESC\nLIMIT 16;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"typed\\\" AS (\\n SELECT\\n CAST(\\\"V\\\" AS REAL) AS \\\"V\\\",\\n CAST(\\\"AP\\\" AS REAL) AS \\\"AP\\\"\\n FROM \\\"n20\\\"\\n WHERE NULLIF(TRIM(\\\"V\\\"), '') IS NOT NULL\\n AND NULLIF(TRIM(\\\"AP\\\"), '') IS NOT NULL\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"V\\\",\\n \\\"AP\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"V\\\" ORDER BY \\\"AP\\\") AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"V\\\") AS \\\"cnt\\\"\\n FROM \\\"typed\\\"\\n),\\n\\\"bounds\\\" AS (\\n SELECT\\n \\\"V\\\",\\n \\\"cnt\\\",\\n \\\"AP\\\",\\n \\\"rn\\\",\\n (1 + 0.9 * (\\\"cnt\\\" - 1)) AS \\\"r\\\",\\n CAST((1 + 0.9 * (\\\"cnt\\\" - 1)) AS INT) AS \\\"lo_rn\\\",\\n ((1 + 0.9 * (\\\"cnt\\\" - 1)) - CAST((1 + 0.9 * (\\\"cnt\\\" - 1)) AS INT)) AS \\\"frac\\\"\\n FROM \\\"ranked\\\"\\n),\\n\\\"per_group\\\" AS (\\n SELECT\\n \\\"V\\\",\\n \\\"cnt\\\",\\n MAX(CASE WHEN \\\"rn\\\" = \\\"lo_rn\\\" THEN \\\"AP\\\" END) AS \\\"lo_val\\\",\\n MAX(CASE WHEN \\\"rn\\\" = \\\"lo_rn\\\" + CASE WHEN \\\"frac\\\" > 0 THEN 1 ELSE 0 END THEN \\\"AP\\\" END) AS \\\"hi_val\\\",\\n MAX(\\\"frac\\\") AS \\\"frac\\\"\\n FROM \\\"bounds\\\"\\n GROUP BY \\\"V\\\", \\\"cnt\\\"\\n)\\nSELECT\\n \\\"V\\\",\\n (\\\"lo_val\\\" + \\\"frac\\\" * (COALESCE(\\\"hi_val\\\", \\\"lo_val\\\") - \\\"lo_val\\\")) AS \\\"percentile_measure\\\"\\nFROM \\\"per_group\\\"\\nWHERE \\\"cnt\\\" >= 5\\nORDER BY \\\"percentile_measure\\\" DESC\\nLIMIT 16;\", \"columns\": [\"V\", \"percentile_measure\"], \"rows\": [{\"V\": 41.82, \"percentile_measure\": 1033.274}, {\"V\": 40.02, \"percentile_measure\": 1031.932}, {\"V\": 41.92, \"percentile_measure\": 1031.8319999999999}, {\"V\": 42.86, \"percentile_measure\": 1031.6299999999999}, {\"V\": 41.4, \"percentile_measure\": 1030.3020000000001}, {\"V\": 44.47, \"percentile_measure\": 1029.9640000000002}, {\"V\": 36.25, \"percentile_measure\": 1029.655}, {\"V\": 40.11, \"percentile_measure\": 1029.5120000000002}, {\"V\": 42.74, \"percentile_measure\": 1029.123}, {\"V\": 40.8, \"percentile_measure\": 1028.046}, {\"V\": 41.14, \"percentile_measure\": 1028.0249999999999}, {\"V\": 34.69, \"percentile_measure\": 1027.957}, {\"V\": 36.3, \"percentile_measure\": 1027.7540000000001}, {\"V\": 36.66, \"percentile_measure\": 1027.525}, {\"V\": 39.42, \"percentile_measure\": 1027.385}, {\"V\": 35.57, \"percentile_measure\": 1027.12}], \"row_count_returned\": 16, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 30.5}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b377b3222b65c7f3/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b377b3222b65c7f3/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..c4fd0c673237fd45b8bdbe0e52b79280bac89179 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b377b3222b65c7f3/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "n20", + "started_at": "2026-05-19T15:53:34.306399+00:00", + "ended_at": "2026-05-19T15:54:12.427252+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n20_b377b3222b65c7f3", + "problem_id": "v2p_n20_073f66188ebd9a57", + "dataset_id": "n20", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=V, measure_col=AP.", + "bindings": { + "group_col": "V", + "measure_col": "AP", + "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": 1015.48, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=rule", + "problem_index_within_template=3", + "sql_variant_index=2/2", + "binding_index=86" + ], + "template_selection_mode": "rule", + "selected_template_rank": 8, + "problem_index_within_template": 3, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/sql/v2q_n20_b377b3222b65c7f3.sql", + "usage_summary": { + "dataset_id": "n20", + "model": "v2-cli:codex", + "run_id": "v2q_n20_b377b3222b65c7f3", + "api_calls": 0, + "input_tokens": 13557, + "cached_input_tokens": 12672, + "output_tokens": 2495, + "total_tokens": 16052, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 38086.74, + "sql_execution_elapsed_ms_total": 30.5, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b377b3222b65c7f3/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b377b3222b65c7f3/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b377b3222b65c7f3/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7c66f455d5a761eb8489f918343dd88f6a834c3b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b377b3222b65c7f3/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:54:12.395026+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": 38086.74, "started_at": "2026-05-19T15:53:34.307493+00:00", "ended_at": "2026-05-19T15:54:12.394260+00:00", "prompt_metrics": {"chars": 4723, "bytes_utf8": 4723, "lines": 156, "estimated_tokens": null}, "response_metrics": {"chars": 1570, "bytes_utf8": 1570, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13557, "cached_input_tokens": 12672, "output_tokens": 2495, "reasoning_output_tokens": 1946}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"typed\\\" AS (\\n SELECT\\n CAST(\\\"V\\\" AS REAL) AS \\\"V\\\",\\n CAST(\\\"AP\\\" AS REAL) AS \\\"AP\\\"\\n FROM \\\"n20\\\"\\n WHERE NULLIF(TRIM(\\\"V\\\"), '') IS NOT NULL\\n AND NULLIF(TRIM(\\\"AP\\\"), '') IS NOT NULL\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"V\\\",\\n \\\"AP\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"V\\\" ORDER BY \\\"AP\\\") AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"V\\\") AS \\\"cnt\\\"\\n FROM \\\"typed\\\"\\n),\\n\\\"bounds\\\" AS (\\n SELECT\\n \\\"V\\\",\\n \\\"cnt\\\",\\n \\\"AP\\\",\\n \\\"rn\\\",\\n (1 + 0.9 * (\\\"cnt\\\" - 1)) AS \\\"r\\\",\\n CAST((1 + 0.9 * (\\\"cnt\\\" - 1)) AS INT) AS \\\"lo_rn\\\",\\n ((1 + 0.9 * (\\\"cnt\\\" - 1)) - CAST((1 + 0.9 * (\\\"cnt\\\" - 1)) AS INT)) AS \\\"frac\\\"\\n FROM \\\"ranked\\\"\\n),\\n\\\"per_group\\\" AS (\\n SELECT\\n \\\"V\\\",\\n \\\"cnt\\\",\\n MAX(CASE WHEN \\\"rn\\\" = \\\"lo_rn\\\" THEN \\\"AP\\\" END) AS \\\"lo_val\\\",\\n MAX(CASE WHEN \\\"rn\\\" = \\\"lo_rn\\\" + CASE WHEN \\\"frac\\\" > 0 THEN 1 ELSE 0 END THEN \\\"AP\\\" END) AS \\\"hi_val\\\",\\n MAX(\\\"f"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b377b3222b65c7f3/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b377b3222b65c7f3/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..63e4bd782fe311d6320f0026d1ea4cb9965cc84c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b377b3222b65c7f3/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n20", + "model": "v2-cli:codex", + "run_id": "v2q_n20_b377b3222b65c7f3", + "api_calls": 0, + "input_tokens": 13557, + "cached_input_tokens": 12672, + "output_tokens": 2495, + "total_tokens": 16052, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 38086.74, + "sql_execution_elapsed_ms_total": 30.5, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b377b3222b65c7f3/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b7ae6ffec47c6763/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b7ae6ffec47c6763/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d3997972d5ea8a782203d9e61f2c1516fc2382fc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b7ae6ffec47c6763/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 4544, "bytes_utf8": 4544, "lines": 156, "estimated_tokens": null}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 341, "bytes_utf8": 341, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13519, "cached_input_tokens": 12032, "output_tokens": 295, "reasoning_output_tokens": 199}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b7ae6ffec47c6763/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b7ae6ffec47c6763/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..df0aa3c793c7949b5083c763a9611b8b43dd491a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b7ae6ffec47c6763/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": "n20", + "model": "v2-cli:codex", + "run_id": "v2q_n20_b7ae6ffec47c6763", + "api_calls": 0, + "input_tokens": 13519, + "cached_input_tokens": 12032, + "output_tokens": 295, + "total_tokens": 13814, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 8559.95, + "sql_execution_elapsed_ms_total": 5.65, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b7ae6ffec47c6763/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b7ae6ffec47c6763/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b7ae6ffec47c6763/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..e98b382aee3fa25d9d540e2bbfc280a4bb8719cf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b7ae6ffec47c6763/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": "2026-05-19T15:28:54.843470+00:00", + "ended_at": "2026-05-19T15:29:03.403449+00:00", + "elapsed_ms": 8559.95, + "prompt_metrics": { + "chars": 4544, + "bytes_utf8": 4544, + "lines": 156, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 699, + "bytes_utf8": 699, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 341, + "bytes_utf8": 341, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13519, + "cached_input_tokens": 12032, + "output_tokens": 295, + "reasoning_output_tokens": 199 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b7ae6ffec47c6763/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b7ae6ffec47c6763/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1c3d3dac01029a866870b3aaaacb0e2136212eec --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b7ae6ffec47c6763/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,156 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n20 +- dataset_name: Combined Cycle Power Plant +- table_name: n20 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 4 feature columns and target `PE`. +- task_type: regression +- target_column: PE +- main_row_count: 9568 +- important_fields: +- AT: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for AT. +- V: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'subgroup_candidate'] desc=Numeric field for V. +- AP: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for AP. +- RH: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for RH. +- PE: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for PE. +- useful_field_combinations: [['V', 'AT', 'PE'], ['AT', 'V', 'PE']] +- fields_requiring_caution: ['PE', 'AT', 'V', 'AP'] +- source_url: https://archive.ics.uci.edu/dataset/294/combined+cycle+power+plant + +SQLite schema snapshot: +{ + "table_name": "n20", + "quoted_table_name": "\"n20\"", + "row_count": 9568, + "columns": [ + { + "name": "AT", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "AP", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PE", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "AT": "14.96", + "V": "41.76", + "AP": "1024.07", + "RH": "73.17", + "PE": "463.26" + }, + { + "AT": "25.18", + "V": "62.96", + "AP": "1020.04", + "RH": "59.08", + "PE": "444.37" + }, + { + "AT": "5.1100000000000003", + "V": "39.4", + "AP": "1012.16", + "RH": "92.14", + "PE": "488.56" + }, + { + "AT": "20.86", + "V": "57.32", + "AP": "1010.24", + "RH": "76.64", + "PE": "446.48" + }, + { + "AT": "10.82", + "V": "37.5", + "AP": "1009.23", + "RH": "96.62", + "PE": "473.9" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_h2o_group_sum", + "template_name": "Grouped Numeric Sum", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n20", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=V, measure_col=AP.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "V", + "measure_col": "AP", + "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": 1017.26, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b7ae6ffec47c6763/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b7ae6ffec47c6763/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f2c0e7d877927019e12477efd86ab995e88a4fc6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b7ae6ffec47c6763/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40da-b342-7052-ba1a-68b5d1f0fb27"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"V\\\", SUM(CAST(\\\"AP\\\" AS REAL)) AS total_measure\\nFROM \\\"n20\\\"\\nGROUP BY \\\"V\\\"\\nORDER BY total_measure DESC;\",\"notes\":\"Used the provided Grouped Numeric Sum template with group_col=\\\"V\\\" and measure_col=\\\"AP\\\". Cast \\\"AP\\\" to REAL because the schema stores numeric-looking values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13519,"cached_input_tokens":12032,"output_tokens":295,"reasoning_output_tokens":199}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b7ae6ffec47c6763/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b7ae6ffec47c6763/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e416ffb3b3719b6725278730e5fde54fc078bce8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b7ae6ffec47c6763/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_h2o_group_sum\nSELECT \"V\", SUM(CAST(\"AP\" AS REAL)) AS total_measure\nFROM \"n20\"\nGROUP BY \"V\"\nORDER BY total_measure DESC;","notes":"Used the provided Grouped Numeric Sum template with group_col=\"V\" and measure_col=\"AP\". Cast \"AP\" to REAL because the schema stores numeric-looking values as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b7ae6ffec47c6763/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b7ae6ffec47c6763/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b7b6a482b63a0fb8/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b7b6a482b63a0fb8/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..8d18af0591f9945d4dd61dc9d2026d81b8f25aad --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b7b6a482b63a0fb8/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=V, measure_col=V. +Result preview: [{"V": "35.85", "PE": "464.6", "total_measure": 35.85, "share_within_group": 100.0}, {"V": "36.43", "PE": "474.17", "total_measure": 36.43, "share_within_group": 100.0}, {"V": "36.54", "PE": "475.48", "total_measure": 36.54, "share_within_group": 100.0}, {"V": "37.86", "PE": "463.58", "total_measure": 37.86, "share_within_group": 100.0}, {"V": "37.9", "PE": "465.61", "total_measure": 37.9, "share_within_group": 100.0}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b7b6a482b63a0fb8/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b7b6a482b63a0fb8/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..c06f56590a943572c751f135dd40c7d215486e1a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b7b6a482b63a0fb8/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: n20 +-- 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_tpcds_within_group_share +-- query_record_id: v2q_n20_b7b6a482b63a0fb8 +-- problem_id: v2p_n20_b5abd83b62c3c9cd +-- realization_mode: agent +-- source_kind: agent +SELECT "V", "PE", + SUM(CAST("V" AS REAL)) AS total_measure, + SUM(CAST("V" AS REAL)) * 100.0 / SUM(SUM(CAST("V" AS REAL))) OVER (PARTITION BY "V") AS share_within_group +FROM "n20" +GROUP BY "V", "PE" +ORDER BY share_within_group DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b7b6a482b63a0fb8/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b7b6a482b63a0fb8/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2b3c4cf6b64c523ace7c09ada95cb84fc7eb08c8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b7b6a482b63a0fb8/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_tpcds_within_group_share\nSELECT \"V\", \"PE\",\n SUM(CAST(\"V\" AS REAL)) AS total_measure,\n SUM(CAST(\"V\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"V\" AS REAL))) OVER (PARTITION BY \"V\") AS share_within_group\nFROM \"n20\"\nGROUP BY \"V\", \"PE\"\nORDER BY share_within_group DESC;", "result": "{\"query\": \"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"V\\\", \\\"PE\\\",\\n SUM(CAST(\\\"V\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"V\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"V\\\" AS REAL))) OVER (PARTITION BY \\\"V\\\") AS share_within_group\\nFROM \\\"n20\\\"\\nGROUP BY \\\"V\\\", \\\"PE\\\"\\nORDER BY share_within_group DESC;\", \"columns\": [\"V\", \"PE\", \"total_measure\", \"share_within_group\"], \"rows\": [{\"V\": \"35.85\", \"PE\": \"464.6\", \"total_measure\": 35.85, \"share_within_group\": 100.0}, {\"V\": \"36.43\", \"PE\": \"474.17\", \"total_measure\": 36.43, \"share_within_group\": 100.0}, {\"V\": \"36.54\", \"PE\": \"475.48\", \"total_measure\": 36.54, \"share_within_group\": 100.0}, {\"V\": \"37.86\", \"PE\": \"463.58\", \"total_measure\": 37.86, \"share_within_group\": 100.0}, {\"V\": \"37.9\", \"PE\": \"465.61\", \"total_measure\": 37.9, \"share_within_group\": 100.0}, {\"V\": \"37.909999999999997\", \"PE\": \"469.63\", \"total_measure\": 37.91, \"share_within_group\": 100.0}, {\"V\": \"38.92\", \"PE\": \"470.63\", \"total_measure\": 38.92, \"share_within_group\": 100.0}, {\"V\": \"39.08\", \"PE\": \"454.18\", \"total_measure\": 39.08, \"share_within_group\": 100.0}, {\"V\": \"40.33\", \"PE\": \"460.09\", \"total_measure\": 40.33, \"share_within_group\": 100.0}, {\"V\": \"41.43\", \"PE\": \"470.41\", \"total_measure\": 41.43, \"share_within_group\": 100.0}, {\"V\": \"44.3\", \"PE\": \"444\", \"total_measure\": 44.3, \"share_within_group\": 100.0}, {\"V\": \"44.37\", \"PE\": \"429.81\", \"total_measure\": 44.37, \"share_within_group\": 100.0}, {\"V\": \"45.76\", \"PE\": \"460.87\", \"total_measure\": 45.76, \"share_within_group\": 100.0}, {\"V\": \"45.78\", \"PE\": \"462.88\", \"total_measure\": 45.78, \"share_within_group\": 100.0}, {\"V\": \"46.9\", \"PE\": \"461.73\", \"total_measure\": 46.9, \"share_within_group\": 100.0}, {\"V\": \"50.39\", \"PE\": \"452.59\", \"total_measure\": 50.39, \"share_within_group\": 100.0}, {\"V\": \"53.3\", \"PE\": \"430.27\", \"total_measure\": 53.3, \"share_within_group\": 100.0}, {\"V\": \"53.53\", \"PE\": \"432.43\", \"total_measure\": 53.53, \"share_within_group\": 100.0}, {\"V\": \"54.89\", \"PE\": \"440.99\", \"total_measure\": 54.89, \"share_within_group\": 100.0}, {\"V\": \"55.28\", \"PE\": \"451.29\", \"total_measure\": 55.28, \"share_within_group\": 100.0}, {\"V\": \"55.68\", \"PE\": \"435.04\", \"total_measure\": 55.68, \"share_within_group\": 100.0}, {\"V\": \"56.24\", \"PE\": \"429.34\", \"total_measure\": 56.24, \"share_within_group\": 100.0}, {\"V\": \"56.51\", \"PE\": \"449.24\", \"total_measure\": 56.51, \"share_within_group\": 100.0}, {\"V\": \"56.86\", \"PE\": \"434.08\", \"total_measure\": 56.86, \"share_within_group\": 100.0}, {\"V\": \"57.35\", \"PE\": \"433.27\", \"total_measure\": 57.35, \"share_within_group\": 100.0}, {\"V\": \"57.55\", \"PE\": \"435.33\", \"total_measure\": 57.55, \"share_within_group\": 100.0}, {\"V\": \"57.82\", \"PE\": \"435.4\", \"total_measure\": 57.82, \"share_within_group\": 100.0}, {\"V\": \"60.06\", \"PE\": \"450.16\", \"total_measure\": 60.06, \"share_within_group\": 100.0}, {\"V\": \"61.85\", \"PE\": \"436.46\", \"total_measure\": 61.85, \"share_within_group\": 100.0}, {\"V\": \"62.34\", \"PE\": \"435.94\", \"total_measure\": 62.34, \"share_within_group\": 100.0}, {\"V\": \"64.09\", \"PE\": \"436.61\", \"total_measure\": 64.09, \"share_within_group\": 100.0}, {\"V\": \"64.34\", \"PE\": \"440\", \"total_measure\": 64.34, \"share_within_group\": 100.0}, {\"V\": \"65.75\", \"PE\": \"435.6\", \"total_measure\": 65.75, \"share_within_group\": 100.0}, {\"V\": \"66.849999999999994\", \"PE\": \"440.98\", \"total_measure\": 66.85, \"share_within_group\": 100.0}, {\"V\": \"67.98\", \"PE\": \"434.65\", \"total_measure\": 67.98, \"share_within_group\": 100.0}, {\"V\": \"68.37\", \"PE\": \"442.66\", \"total_measure\": 68.37, \"share_within_group\": 100.0}, {\"V\": \"70.09\", \"PE\": \"439.96\", \"total_measure\": 70.09, \"share_within_group\": 100.0}, {\"V\": \"73.11\", \"PE\": \"440.15\", \"total_measure\": 73.11, \"share_within_group\": 100.0}, {\"V\": \"73.459999999999994\", \"PE\": \"438.41\", \"total_measure\": 73.46, \"share_within_group\": 100.0}, {\"V\": \"76.16\", \"PE\": \"437.47\", \"total_measure\": 76.16, \"share_within_group\": 100.0}, {\"V\": \"78.11\", \"PE\": \"435.71\", \"total_measure\": 78.11, \"share_within_group\": 100.0}, {\"V\": \"80.25\", \"PE\": \"446.15\", \"total_measure\": 80.25, \"share_within_group\": 100.0}, {\"V\": \"81.56\", \"PE\": \"434.38\", \"total_measure\": 81.56, \"share_within_group\": 100.0}, {\"V\": \"44.66\", \"PE\": \"461.34\", \"total_measure\": 44.66, \"share_within_group\": 50.00000000000001}, {\"V\": \"44.66\", \"PE\": \"464.41\", \"total_measure\": 44.66, \"share_within_group\": 50.00000000000001}, {\"V\": \"38.53\", \"PE\": \"466.92\", \"total_measure\": 38.53, \"share_within_group\": 50.0}, {\"V\": \"38.53\", \"PE\": \"470.39\", \"total_measure\": 38.53, \"share_within_group\": 50.0}, {\"V\": \"39.1\", \"PE\": \"460.7\", \"total_measure\": 39.1, \"share_within_group\": 50.0}, {\"V\": \"39.1\", \"PE\": \"470.55\", \"total_measure\": 39.1, \"share_within_group\": 50.0}, {\"V\": \"42.67\", \"PE\": \"440.69\", \"total_measure\": 42.67, \"share_within_group\": 50.0}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 33.87}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b7b6a482b63a0fb8/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b7b6a482b63a0fb8/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..bc63b7fdcf80caa11c053e70dec177c9cddc36aa --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b7b6a482b63a0fb8/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "n20", + "started_at": "2026-05-19T15:38:00.693640+00:00", + "ended_at": "2026-05-19T15:38:11.583004+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n20_b7b6a482b63a0fb8", + "problem_id": "v2p_n20_b5abd83b62c3c9cd", + "dataset_id": "n20", + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=V, measure_col=V.", + "bindings": { + "group_col": "V", + "measure_col": "V", + "item_col": "PE", + "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": 66.54, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "item_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=rule", + "problem_index_within_template=10", + "sql_variant_index=1/2", + "binding_index=33" + ], + "template_selection_mode": "rule", + "selected_template_rank": 3, + "problem_index_within_template": 10, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/sql/v2q_n20_b7b6a482b63a0fb8.sql", + "usage_summary": { + "dataset_id": "n20", + "model": "v2-cli:codex", + "run_id": "v2q_n20_b7b6a482b63a0fb8", + "api_calls": 0, + "input_tokens": 13635, + "cached_input_tokens": 12032, + "output_tokens": 427, + "total_tokens": 14062, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10851.23, + "sql_execution_elapsed_ms_total": 33.87, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b7b6a482b63a0fb8/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b7b6a482b63a0fb8/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b7b6a482b63a0fb8/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..de4540d413b3a7a79cb1716c9763e26a55786f68 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b7b6a482b63a0fb8/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:38:11.547104+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": 10851.23, "started_at": "2026-05-19T15:38:00.694688+00:00", "ended_at": "2026-05-19T15:38:11.545946+00:00", "prompt_metrics": {"chars": 4939, "bytes_utf8": 4939, "lines": 158, "estimated_tokens": null}, "response_metrics": {"chars": 514, "bytes_utf8": 514, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13635, "cached_input_tokens": 12032, "output_tokens": 427, "reasoning_output_tokens": 271}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"V\\\", \\\"PE\\\",\\n SUM(CAST(\\\"V\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"V\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"V\\\" AS REAL))) OVER (PARTITION BY \\\"V\\\") AS share_within_group\\nFROM \\\"n20\\\"\\nGROUP BY \\\"V\\\", \\\"PE\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Applied the Within-Group Share of Total template with group_col=\\\"V\\\", item_col=\\\"PE\\\", and measure_col=\\\"V\\\". Casted \\\"V\\\" to REAL because the schema stores numeric values as TEXT.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b7b6a482b63a0fb8/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b7b6a482b63a0fb8/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..cf0fdb4fbeeaeb452235c4d2382ab5eefea2f885 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b7b6a482b63a0fb8/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n20", + "model": "v2-cli:codex", + "run_id": "v2q_n20_b7b6a482b63a0fb8", + "api_calls": 0, + "input_tokens": 13635, + "cached_input_tokens": 12032, + "output_tokens": 427, + "total_tokens": 14062, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10851.23, + "sql_execution_elapsed_ms_total": 33.87, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b7b6a482b63a0fb8/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b9d2b2fa18e7e154/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b9d2b2fa18e7e154/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..fc572c89fc36fbeca78f9c413723c896f8d95f62 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b9d2b2fa18e7e154/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e8-0cc7-7d62-ae60-7ae2ebf608f4"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"V\\\",\\n AVG(CAST(\\\"RH\\\" AS REAL)) OVER (PARTITION BY \\\"V\\\") AS \\\"avg_measure\\\"\\nFROM \\\"n20\\\"\\nORDER BY \\\"avg_measure\\\" DESC;\",\"notes\":\"Used the requested Window Partition Average template with group_col=\\\"V\\\" and measure_col=\\\"RH\\\". CAST(\\\"RH\\\" AS REAL) is included because the schema stores numeric fields as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13528,"cached_input_tokens":12672,"output_tokens":386,"reasoning_output_tokens":280}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b9d2b2fa18e7e154/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b9d2b2fa18e7e154/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..e98316e6c1fb3f6638cc10b1a34cbcb45e20021d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b9d2b2fa18e7e154/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Window Partition Average to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=V, measure_col=RH. +Result preview: [{"V": "39.1", "avg_measure": 100.12}, {"V": "49.78", "avg_measure": 100.08888888888889}, {"V": "52.08", "avg_measure": 99.890625}, {"V": "48.04", "avg_measure": 99.30666666666667}, {"V": "46", "avg_measure": 98.63499999999999}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b9d2b2fa18e7e154/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b9d2b2fa18e7e154/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..a2eed6af2989214a75f074fd574b569dabd3f1d4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b9d2b2fa18e7e154/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: n20 +-- 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_m4_window_partition_avg +-- query_record_id: v2q_n20_b9d2b2fa18e7e154 +-- problem_id: v2p_n20_6950cfa367e6ffe0 +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "V", + AVG(CAST("RH" AS REAL)) OVER (PARTITION BY "V") AS "avg_measure" +FROM "n20" +ORDER BY "avg_measure" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b9d2b2fa18e7e154/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b9d2b2fa18e7e154/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..fb74cf38efcb375fcbc63960d7cbfffda001fed6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b9d2b2fa18e7e154/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_window_partition_avg\nSELECT DISTINCT \"V\",\n AVG(CAST(\"RH\" AS REAL)) OVER (PARTITION BY \"V\") AS \"avg_measure\"\nFROM \"n20\"\nORDER BY \"avg_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"V\\\",\\n AVG(CAST(\\\"RH\\\" AS REAL)) OVER (PARTITION BY \\\"V\\\") AS \\\"avg_measure\\\"\\nFROM \\\"n20\\\"\\nORDER BY \\\"avg_measure\\\" DESC;\", \"columns\": [\"V\", \"avg_measure\"], \"rows\": [{\"V\": \"39.1\", \"avg_measure\": 100.12}, {\"V\": \"49.78\", \"avg_measure\": 100.08888888888889}, {\"V\": \"52.08\", \"avg_measure\": 99.890625}, {\"V\": \"48.04\", \"avg_measure\": 99.30666666666667}, {\"V\": \"46\", \"avg_measure\": 98.63499999999999}, {\"V\": \"46.9\", \"avg_measure\": 98.1}, {\"V\": \"50.12\", \"avg_measure\": 98.06875}, {\"V\": \"25.36\", \"avg_measure\": 97.36714285714287}, {\"V\": \"41.22\", \"avg_measure\": 97.298}, {\"V\": \"37.83\", \"avg_measure\": 97.19624999999999}, {\"V\": \"41.96\", \"avg_measure\": 97.048}, {\"V\": \"41.01\", \"avg_measure\": 96.94166666666666}, {\"V\": \"50.88\", \"avg_measure\": 96.82866666666668}, {\"V\": \"42.02\", \"avg_measure\": 96.799375}, {\"V\": \"45.78\", \"avg_measure\": 95.72}, {\"V\": \"38.78\", \"avg_measure\": 95.50333333333333}, {\"V\": \"42.34\", \"avg_measure\": 94.0278947368421}, {\"V\": \"46.18\", \"avg_measure\": 93.91833333333334}, {\"V\": \"61.45\", \"avg_measure\": 93.78571428571429}, {\"V\": \"44.66\", \"avg_measure\": 93.705}, {\"V\": \"46.33\", \"avg_measure\": 93.584}, {\"V\": \"39.590000000000003\", \"avg_measure\": 93.41714285714285}, {\"V\": \"58.18\", \"avg_measure\": 92.92833333333333}, {\"V\": \"35.79\", \"avg_measure\": 92.92636363636365}, {\"V\": \"40.64\", \"avg_measure\": 92.63366666666666}, {\"V\": \"56.51\", \"avg_measure\": 92.56}, {\"V\": \"39.9\", \"avg_measure\": 92.54846153846152}, {\"V\": \"39.96\", \"avg_measure\": 92.38142857142857}, {\"V\": \"41.31\", \"avg_measure\": 92.36461538461539}, {\"V\": \"42.85\", \"avg_measure\": 91.9835294117647}, {\"V\": \"41.49\", \"avg_measure\": 91.74416666666667}, {\"V\": \"40.729999999999997\", \"avg_measure\": 91.715625}, {\"V\": \"49.83\", \"avg_measure\": 91.66545454545455}, {\"V\": \"37.9\", \"avg_measure\": 91.51}, {\"V\": \"39.33\", \"avg_measure\": 91.13294117647058}, {\"V\": \"40.79\", \"avg_measure\": 91.02833333333332}, {\"V\": \"50.16\", \"avg_measure\": 90.97086956521738}, {\"V\": \"36.99\", \"avg_measure\": 90.89}, {\"V\": \"46.36\", \"avg_measure\": 90.8275}, {\"V\": \"35.19\", \"avg_measure\": 90.817}, {\"V\": \"48.7\", \"avg_measure\": 90.71799999999999}, {\"V\": \"44.68\", \"avg_measure\": 90.61125}, {\"V\": \"39.4\", \"avg_measure\": 90.35583333333334}, {\"V\": \"39.69\", \"avg_measure\": 90.25222222222222}, {\"V\": \"39.130000000000003\", \"avg_measure\": 90.242}, {\"V\": \"40.659999999999997\", \"avg_measure\": 90.05857142857143}, {\"V\": \"38.92\", \"avg_measure\": 90.05}, {\"V\": \"36.24\", \"avg_measure\": 89.953}, {\"V\": \"47.03\", \"avg_measure\": 89.88571428571429}, {\"V\": \"45.76\", \"avg_measure\": 89.84}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 38.39}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b9d2b2fa18e7e154/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b9d2b2fa18e7e154/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..d70ad0c1321b63ecf227ec39b7cb207faff72969 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b9d2b2fa18e7e154/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "n20", + "started_at": "2026-05-19T15:43:29.750306+00:00", + "ended_at": "2026-05-19T15:43:40.240104+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n20_b9d2b2fa18e7e154", + "problem_id": "v2p_n20_6950cfa367e6ffe0", + "dataset_id": "n20", + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Window Partition Average to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=V, measure_col=RH.", + "bindings": { + "group_col": "V", + "measure_col": "RH", + "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": 84.83, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=rule", + "problem_index_within_template=8", + "sql_variant_index=1/2", + "binding_index=55" + ], + "template_selection_mode": "rule", + "selected_template_rank": 5, + "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_a/n20/sql/v2q_n20_b9d2b2fa18e7e154.sql", + "usage_summary": { + "dataset_id": "n20", + "model": "v2-cli:codex", + "run_id": "v2q_n20_b9d2b2fa18e7e154", + "api_calls": 0, + "input_tokens": 13528, + "cached_input_tokens": 12672, + "output_tokens": 386, + "total_tokens": 13914, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10446.35, + "sql_execution_elapsed_ms_total": 38.39, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b9d2b2fa18e7e154/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b9d2b2fa18e7e154/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b9d2b2fa18e7e154/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a53031fa4997d550c3e2977ffbdd9c42077f64b9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b9d2b2fa18e7e154/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:43:40.199255+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": 10446.35, "started_at": "2026-05-19T15:43:29.751504+00:00", "ended_at": "2026-05-19T15:43:40.197888+00:00", "prompt_metrics": {"chars": 4623, "bytes_utf8": 4623, "lines": 156, "estimated_tokens": null}, "response_metrics": {"chars": 393, "bytes_utf8": 393, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13528, "cached_input_tokens": 12672, "output_tokens": 386, "reasoning_output_tokens": 280}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"V\\\",\\n AVG(CAST(\\\"RH\\\" AS REAL)) OVER (PARTITION BY \\\"V\\\") AS \\\"avg_measure\\\"\\nFROM \\\"n20\\\"\\nORDER BY \\\"avg_measure\\\" DESC;\",\"notes\":\"Used the requested Window Partition Average template with group_col=\\\"V\\\" and measure_col=\\\"RH\\\". CAST(\\\"RH\\\" AS REAL) is included because the schema stores numeric fields as TEXT.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b9d2b2fa18e7e154/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b9d2b2fa18e7e154/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..d73384da9d8a4ce979cdaa21e235edcc46ee62e6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b9d2b2fa18e7e154/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n20", + "model": "v2-cli:codex", + "run_id": "v2q_n20_b9d2b2fa18e7e154", + "api_calls": 0, + "input_tokens": 13528, + "cached_input_tokens": 12672, + "output_tokens": 386, + "total_tokens": 13914, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10446.35, + "sql_execution_elapsed_ms_total": 38.39, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b9d2b2fa18e7e154/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_bc7417dd533358d5/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_bc7417dd533358d5/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..5cdf5f3fe16e70ca58721eac60e48f01c669d73a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_bc7417dd533358d5/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=V, condition_col=PE. +Result preview: [{"V": 79.05, "condition_rate": 0.25}, {"V": 76.2, "condition_rate": 0.07692307692307693}, {"V": 74.9, "condition_rate": 0.07692307692307693}, {"V": 70.4, "condition_rate": 0.0625}, {"V": 67.25, "condition_rate": 0.05}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_bc7417dd533358d5/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_bc7417dd533358d5/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..6ec4c4d7524a7b600b129c29f68aba4829254cf0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_bc7417dd533358d5/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: n20 +-- 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_n20_bc7417dd533358d5 +-- problem_id: v2p_n20_bc4e777eceb4426e +-- realization_mode: agent +-- source_kind: agent +SELECT CAST("V" AS REAL) AS "V", + AVG(CASE WHEN CAST("PE" AS REAL) = 434.01 THEN 1.0 ELSE 0.0 END) AS "condition_rate" +FROM "n20" +GROUP BY CAST("V" AS REAL) +ORDER BY "condition_rate" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_bc7417dd533358d5/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_bc7417dd533358d5/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..338c8c62f43cfebd3f15dd32e586d76535b337d9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_bc7417dd533358d5/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 CAST(\"V\" AS REAL) AS \"V\",\n AVG(CASE WHEN CAST(\"PE\" AS REAL) = 434.01 THEN 1.0 ELSE 0.0 END) AS \"condition_rate\"\nFROM \"n20\"\nGROUP BY CAST(\"V\" AS REAL)\nORDER BY \"condition_rate\" DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT CAST(\\\"V\\\" AS REAL) AS \\\"V\\\",\\n AVG(CASE WHEN CAST(\\\"PE\\\" AS REAL) = 434.01 THEN 1.0 ELSE 0.0 END) AS \\\"condition_rate\\\"\\nFROM \\\"n20\\\"\\nGROUP BY CAST(\\\"V\\\" AS REAL)\\nORDER BY \\\"condition_rate\\\" DESC;\", \"columns\": [\"V\", \"condition_rate\"], \"rows\": [{\"V\": 79.05, \"condition_rate\": 0.25}, {\"V\": 76.2, \"condition_rate\": 0.07692307692307693}, {\"V\": 74.9, \"condition_rate\": 0.07692307692307693}, {\"V\": 70.4, \"condition_rate\": 0.0625}, {\"V\": 67.25, \"condition_rate\": 0.05}, {\"V\": 67.45, \"condition_rate\": 0.047619047619047616}, {\"V\": 71.58, \"condition_rate\": 0.045454545454545456}, {\"V\": 71.32, \"condition_rate\": 0.03571428571428571}, {\"V\": 81.56, \"condition_rate\": 0.0}, {\"V\": 80.25, \"condition_rate\": 0.0}, {\"V\": 80.18, \"condition_rate\": 0.0}, {\"V\": 79.74, \"condition_rate\": 0.0}, {\"V\": 78.92, \"condition_rate\": 0.0}, {\"V\": 78.87, \"condition_rate\": 0.0}, {\"V\": 78.11, \"condition_rate\": 0.0}, {\"V\": 78.05, \"condition_rate\": 0.0}, {\"V\": 77.95, \"condition_rate\": 0.0}, {\"V\": 77.54, \"condition_rate\": 0.0}, {\"V\": 77.3, \"condition_rate\": 0.0}, {\"V\": 77.24, \"condition_rate\": 0.0}, {\"V\": 77.17, \"condition_rate\": 0.0}, {\"V\": 76.86, \"condition_rate\": 0.0}, {\"V\": 76.16, \"condition_rate\": 0.0}, {\"V\": 76.09, \"condition_rate\": 0.0}, {\"V\": 75.6, \"condition_rate\": 0.0}, {\"V\": 75.33, \"condition_rate\": 0.0}, {\"V\": 75.23, \"condition_rate\": 0.0}, {\"V\": 75.08, \"condition_rate\": 0.0}, {\"V\": 74.99, \"condition_rate\": 0.0}, {\"V\": 74.93, \"condition_rate\": 0.0}, {\"V\": 74.87, \"condition_rate\": 0.0}, {\"V\": 74.78, \"condition_rate\": 0.0}, {\"V\": 74.67, \"condition_rate\": 0.0}, {\"V\": 74.34, \"condition_rate\": 0.0}, {\"V\": 74.33, \"condition_rate\": 0.0}, {\"V\": 74.22, \"condition_rate\": 0.0}, {\"V\": 74.16, \"condition_rate\": 0.0}, {\"V\": 73.91, \"condition_rate\": 0.0}, {\"V\": 73.9, \"condition_rate\": 0.0}, {\"V\": 73.88, \"condition_rate\": 0.0}, {\"V\": 73.77, \"condition_rate\": 0.0}, {\"V\": 73.68, \"condition_rate\": 0.0}, {\"V\": 73.67, \"condition_rate\": 0.0}, {\"V\": 73.56, \"condition_rate\": 0.0}, {\"V\": 73.5, \"condition_rate\": 0.0}, {\"V\": 73.46, \"condition_rate\": 0.0}, {\"V\": 73.42, \"condition_rate\": 0.0}, {\"V\": 73.4, \"condition_rate\": 0.0}, {\"V\": 73.21, \"condition_rate\": 0.0}, {\"V\": 73.18, \"condition_rate\": 0.0}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 7.81}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_bc7417dd533358d5/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_bc7417dd533358d5/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..174128c3bbd93da58642c48ffefb0b70027722bb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_bc7417dd533358d5/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "n20", + "started_at": "2026-05-19T16:00:40.508058+00:00", + "ended_at": "2026-05-19T16:00:51.432703+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n20_bc7417dd533358d5", + "problem_id": "v2p_n20_bc4e777eceb4426e", + "dataset_id": "n20", + "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=V, condition_col=PE.", + "bindings": { + "group_col": "V", + "condition_col": "PE", + "condition_value": "434.01", + "positive_value": "468.8", + "negative_value": "434.01", + "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": 84.83, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=rule", + "problem_index_within_template=4", + "sql_variant_index=2/2", + "binding_index=99" + ], + "template_selection_mode": "rule", + "selected_template_rank": 9, + "problem_index_within_template": 4, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/sql/v2q_n20_bc7417dd533358d5.sql", + "usage_summary": { + "dataset_id": "n20", + "model": "v2-cli:codex", + "run_id": "v2q_n20_bc7417dd533358d5", + "api_calls": 0, + "input_tokens": 13586, + "cached_input_tokens": 12032, + "output_tokens": 526, + "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": 10913.47, + "sql_execution_elapsed_ms_total": 7.81, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_bc7417dd533358d5/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_bc7417dd533358d5/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_bc7417dd533358d5/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6a6c67f29d7ffd999089a1d588104b28698e3650 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_bc7417dd533358d5/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T16:00:51.423315+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": 10913.47, "started_at": "2026-05-19T16:00:40.508856+00:00", "ended_at": "2026-05-19T16:00:51.422352+00:00", "prompt_metrics": {"chars": 4799, "bytes_utf8": 4799, "lines": 159, "estimated_tokens": null}, "response_metrics": {"chars": 439, "bytes_utf8": 439, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13586, "cached_input_tokens": 12032, "output_tokens": 526, "reasoning_output_tokens": 397}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT CAST(\\\"V\\\" AS REAL) AS \\\"V\\\",\\n AVG(CASE WHEN CAST(\\\"PE\\\" AS REAL) = 434.01 THEN 1.0 ELSE 0.0 END) AS \\\"condition_rate\\\"\\nFROM \\\"n20\\\"\\nGROUP BY CAST(\\\"V\\\" AS REAL)\\nORDER BY \\\"condition_rate\\\" DESC;\",\"notes\":\"Used the planned Grouped Condition Rate template with group_col=V and condition_col=PE. CAST to REAL is applied because the schema stores numeric fields as TEXT.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_bc7417dd533358d5/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_bc7417dd533358d5/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..fc7baac6780114d6d77b5ccace3dd6b375c4d2ca --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_bc7417dd533358d5/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n20", + "model": "v2-cli:codex", + "run_id": "v2q_n20_bc7417dd533358d5", + "api_calls": 0, + "input_tokens": 13586, + "cached_input_tokens": 12032, + "output_tokens": 526, + "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": 10913.47, + 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"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": 600, "bytes_utf8": 600, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13655, "cached_input_tokens": 12672, "output_tokens": 414, "reasoning_output_tokens": 250}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_bd95031d6de2f0cc/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_bd95031d6de2f0cc/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..3c1ac493486d42e97a757bb4940f10d27e623f00 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_bd95031d6de2f0cc/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": "n20", + "model": "v2-cli:codex", + "run_id": "v2q_n20_bd95031d6de2f0cc", + "api_calls": 0, + "input_tokens": 13655, + "cached_input_tokens": 12672, + "output_tokens": 414, + "total_tokens": 14069, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10808.18, + "sql_execution_elapsed_ms_total": 6.47, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_bd95031d6de2f0cc/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_bd95031d6de2f0cc/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_bd95031d6de2f0cc/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..321d385a8ea2787a1d3109d8218d6205d27eb4c0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_bd95031d6de2f0cc/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": "2026-05-19T15:49:00.172583+00:00", + "ended_at": "2026-05-19T15:49:10.980794+00:00", + "elapsed_ms": 10808.18, + "prompt_metrics": { + "chars": 5098, + "bytes_utf8": 5098, + "lines": 156, + "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": 600, + "bytes_utf8": 600, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13655, + "cached_input_tokens": 12672, + "output_tokens": 414, + "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_a/n20/artifacts/v2q_n20_bd95031d6de2f0cc/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_bd95031d6de2f0cc/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4a75b9a83b52964e289664b365527b3001c81390 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_bd95031d6de2f0cc/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,156 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n20 +- dataset_name: Combined Cycle Power Plant +- table_name: n20 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 4 feature columns and target `PE`. +- task_type: regression +- target_column: PE +- main_row_count: 9568 +- important_fields: +- AT: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for AT. +- V: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'subgroup_candidate'] desc=Numeric field for V. +- AP: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for AP. +- RH: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for RH. +- PE: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for PE. +- useful_field_combinations: [['V', 'AT', 'PE'], ['AT', 'V', 'PE']] +- fields_requiring_caution: ['PE', 'AT', 'V', 'AP'] +- source_url: https://archive.ics.uci.edu/dataset/294/combined+cycle+power+plant + +SQLite schema snapshot: +{ + "table_name": "n20", + "quoted_table_name": "\"n20\"", + "row_count": 9568, + "columns": [ + { + "name": "AT", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "AP", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PE", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "AT": "14.96", + "V": "41.76", + "AP": "1024.07", + "RH": "73.17", + "PE": "463.26" + }, + { + "AT": "25.18", + "V": "62.96", + "AP": "1020.04", + "RH": "59.08", + "PE": "444.37" + }, + { + "AT": "5.1100000000000003", + "V": "39.4", + "AP": "1012.16", + "RH": "92.14", + "PE": "488.56" + }, + { + "AT": "20.86", + "V": "57.32", + "AP": "1010.24", + "RH": "76.64", + "PE": "446.48" + }, + { + "AT": "10.82", + "V": "37.5", + "AP": "1009.23", + "RH": "96.62", + "PE": "473.9" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_relative_total_threshold", + "template_name": "Relative-to-Total Extreme Threshold", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n20", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=V, measure_col=AP.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "V", + "measure_col": "AP", + "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": 1017.26, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_bd95031d6de2f0cc/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_bd95031d6de2f0cc/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..0fa9971b78334c950a62321cd366869f976158fc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_bd95031d6de2f0cc/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ed-17a0-73f1-aa61-79c21dda1f93"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpch_relative_total_threshold\\nWITH grouped AS (\\n SELECT \\\"V\\\", SUM(CAST(\\\"AP\\\" AS REAL)) AS group_value\\n FROM \\\"n20\\\"\\n GROUP BY \\\"V\\\"\\n), total AS (\\n SELECT SUM(group_value) AS total_value\\n FROM grouped\\n)\\nSELECT g.\\\"V\\\", g.group_value\\nFROM grouped AS g\\nCROSS JOIN total AS t\\nWHERE g.group_value > t.total_value * 0.1\\nORDER BY g.group_value DESC;\",\"notes\":\"Used the provided Relative-to-Total Extreme Threshold template with group_col=\\\"V\\\" and measure_col=\\\"AP\\\". Cast \\\"AP\\\" to REAL because the schema stores numeric values as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13655,"cached_input_tokens":12672,"output_tokens":414,"reasoning_output_tokens":250}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_bd95031d6de2f0cc/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_bd95031d6de2f0cc/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5df1ad0d30927d37c43d3a732ac3a2db2e5126fc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_bd95031d6de2f0cc/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_relative_total_threshold\nWITH grouped AS (\n SELECT \"V\", SUM(CAST(\"AP\" AS REAL)) AS group_value\n FROM \"n20\"\n GROUP BY \"V\"\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.\"V\", g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * 0.1\nORDER BY g.group_value DESC;","notes":"Used the provided Relative-to-Total Extreme Threshold template with group_col=\"V\" and measure_col=\"AP\". Cast \"AP\" to REAL because the schema stores numeric values as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_bd95031d6de2f0cc/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_bd95031d6de2f0cc/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_be15039e8e81f25d/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_be15039e8e81f25d/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e2712d4bda94c66df8b40930fc5d3972cd4a2e7b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_be15039e8e81f25d/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 4717, "bytes_utf8": 4717, "lines": 156, "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": 554, "bytes_utf8": 554, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13556, "cached_input_tokens": 12672, "output_tokens": 956, "reasoning_output_tokens": 809}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_be15039e8e81f25d/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_be15039e8e81f25d/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..239ed565d2a5763cafd07ba17fd3d29e6cb0ad63 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_be15039e8e81f25d/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": "n20", + "model": "v2-cli:codex", + "run_id": "v2q_n20_be15039e8e81f25d", + "api_calls": 0, + "input_tokens": 13556, + "cached_input_tokens": 12672, + "output_tokens": 956, + "total_tokens": 14512, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 17988.94, + "sql_execution_elapsed_ms_total": 6.15, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_be15039e8e81f25d/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_be15039e8e81f25d/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_be15039e8e81f25d/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..fe11a1081f070422877034cc7fcf06f2bb8b215d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_be15039e8e81f25d/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": "2026-05-19T15:51:41.634101+00:00", + "ended_at": "2026-05-19T15:51:59.623066+00:00", + "elapsed_ms": 17988.94, + "prompt_metrics": { + "chars": 4717, + "bytes_utf8": 4717, + "lines": 156, + "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": 554, + "bytes_utf8": 554, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13556, + "cached_input_tokens": 12672, + "output_tokens": 956, + "reasoning_output_tokens": 809 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_be15039e8e81f25d/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_be15039e8e81f25d/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f6a2f8c07305b080f7bc0dd9ad757c2373b6c55d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_be15039e8e81f25d/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,156 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n20 +- dataset_name: Combined Cycle Power Plant +- table_name: n20 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 4 feature columns and target `PE`. +- task_type: regression +- target_column: PE +- main_row_count: 9568 +- important_fields: +- AT: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for AT. +- V: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'subgroup_candidate'] desc=Numeric field for V. +- AP: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for AP. +- RH: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for RH. +- PE: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for PE. +- useful_field_combinations: [['V', 'AT', 'PE'], ['AT', 'V', 'PE']] +- fields_requiring_caution: ['PE', 'AT', 'V', 'AP'] +- source_url: https://archive.ics.uci.edu/dataset/294/combined+cycle+power+plant + +SQLite schema snapshot: +{ + "table_name": "n20", + "quoted_table_name": "\"n20\"", + "row_count": 9568, + "columns": [ + { + "name": "AT", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "AP", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PE", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "AT": "14.96", + "V": "41.76", + "AP": "1024.07", + "RH": "73.17", + "PE": "463.26" + }, + { + "AT": "25.18", + "V": "62.96", + "AP": "1020.04", + "RH": "59.08", + "PE": "444.37" + }, + { + "AT": "5.1100000000000003", + "V": "39.4", + "AP": "1012.16", + "RH": "92.14", + "PE": "488.56" + }, + { + "AT": "20.86", + "V": "57.32", + "AP": "1010.24", + "RH": "76.64", + "PE": "446.48" + }, + { + "AT": "10.82", + "V": "37.5", + "AP": "1009.23", + "RH": "96.62", + "PE": "473.9" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n20", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=V, measure_col=V.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "V", + "measure_col": "V", + "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": 66.54, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_be15039e8e81f25d/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_be15039e8e81f25d/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..9ed547a991b8c69f1173277eedaa303b0dc39a88 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_be15039e8e81f25d/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ef-8e58-7952-8bb9-bf16cf0caa2b"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nSELECT\\n \\\"V\\\",\\n MAX(CAST(\\\"V\\\" AS REAL)) AS \\\"percentile_measure\\\"\\nFROM \\\"n20\\\"\\nWHERE \\\"V\\\" IS NOT NULL\\nGROUP BY \\\"V\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT. Here, because both the grouping column and measure column are \\\"V\\\", the 90th percentile within each exact \\\"V\\\" group is the group's own numeric value, so MAX(CAST(\\\"V\\\" AS REAL)) is an equivalent SQLite-compatible substitute. CAST is used because the schema stores values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13556,"cached_input_tokens":12672,"output_tokens":956,"reasoning_output_tokens":809}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_be15039e8e81f25d/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_be15039e8e81f25d/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8656e81a88d84399edc9202f547bb465b1c499f4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_be15039e8e81f25d/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nSELECT\n \"V\",\n MAX(CAST(\"V\" AS REAL)) AS \"percentile_measure\"\nFROM \"n20\"\nWHERE \"V\" IS NOT NULL\nGROUP BY \"V\"\nORDER BY \"percentile_measure\" DESC;","notes":"SQLite does not support PERCENTILE_CONT. Here, because both the grouping column and measure column are \"V\", the 90th percentile within each exact \"V\" group is the group's own numeric value, so MAX(CAST(\"V\" AS REAL)) is an equivalent SQLite-compatible substitute. CAST is used because the schema stores values as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_be15039e8e81f25d/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_be15039e8e81f25d/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_c4cae0d3db4a088a/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_c4cae0d3db4a088a/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..199dc6be03a777c44599f446393481c9aa0aaf2c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_c4cae0d3db4a088a/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=V, condition_col=PE. +Result preview: [{"V": "44.34", "condition_rate": 0.30434782608695654}, {"V": "43.34", "condition_rate": 0.05555555555555555}, {"V": "40.89", "condition_rate": 0.05}, {"V": "81.56", "condition_rate": 0.0}, {"V": "80.25", "condition_rate": 0.0}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_c4cae0d3db4a088a/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_c4cae0d3db4a088a/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..b4803bf732b43414a3cc14042c836333949bf36d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_c4cae0d3db4a088a/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: n20 +-- 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_n20_c4cae0d3db4a088a +-- problem_id: v2p_n20_eb67e2fa4362eb5e +-- realization_mode: agent +-- source_kind: agent +SELECT "V", + AVG(CASE WHEN CAST("PE" AS REAL) = 468.8 THEN 1 ELSE 0 END) AS condition_rate +FROM "n20" +GROUP BY "V" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_c4cae0d3db4a088a/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_c4cae0d3db4a088a/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8c44c521fca64b6191ed9a3b126c57df795569bf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_c4cae0d3db4a088a/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_m4_group_condition_rate\nSELECT \"V\",\n AVG(CASE WHEN CAST(\"PE\" AS REAL) = 468.8 THEN 1 ELSE 0 END) AS condition_rate\nFROM \"n20\"\nGROUP BY \"V\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"V\\\",\\n AVG(CASE WHEN CAST(\\\"PE\\\" AS REAL) = 468.8 THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"n20\\\"\\nGROUP BY \\\"V\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"V\", \"condition_rate\"], \"rows\": [{\"V\": \"44.34\", \"condition_rate\": 0.30434782608695654}, {\"V\": \"43.34\", \"condition_rate\": 0.05555555555555555}, {\"V\": \"40.89\", \"condition_rate\": 0.05}, {\"V\": \"81.56\", \"condition_rate\": 0.0}, {\"V\": \"80.25\", \"condition_rate\": 0.0}, {\"V\": \"80.180000000000007\", \"condition_rate\": 0.0}, {\"V\": \"79.739999999999995\", \"condition_rate\": 0.0}, {\"V\": \"79.05\", \"condition_rate\": 0.0}, {\"V\": \"78.92\", \"condition_rate\": 0.0}, {\"V\": \"78.87\", \"condition_rate\": 0.0}, {\"V\": \"78.11\", \"condition_rate\": 0.0}, {\"V\": \"78.05\", \"condition_rate\": 0.0}, {\"V\": \"77.95\", \"condition_rate\": 0.0}, {\"V\": \"77.540000000000006\", \"condition_rate\": 0.0}, {\"V\": \"77.3\", \"condition_rate\": 0.0}, {\"V\": \"77.239999999999995\", \"condition_rate\": 0.0}, {\"V\": \"77.17\", \"condition_rate\": 0.0}, {\"V\": \"76.86\", \"condition_rate\": 0.0}, {\"V\": \"76.2\", \"condition_rate\": 0.0}, {\"V\": \"76.16\", \"condition_rate\": 0.0}, {\"V\": \"76.09\", \"condition_rate\": 0.0}, {\"V\": \"75.599999999999994\", \"condition_rate\": 0.0}, {\"V\": \"75.33\", \"condition_rate\": 0.0}, {\"V\": \"75.23\", \"condition_rate\": 0.0}, {\"V\": \"75.08\", \"condition_rate\": 0.0}, {\"V\": \"74.989999999999995\", \"condition_rate\": 0.0}, {\"V\": \"74.930000000000007\", \"condition_rate\": 0.0}, {\"V\": \"74.900000000000006\", \"condition_rate\": 0.0}, {\"V\": \"74.87\", \"condition_rate\": 0.0}, {\"V\": \"74.78\", \"condition_rate\": 0.0}, {\"V\": \"74.67\", \"condition_rate\": 0.0}, {\"V\": \"74.34\", \"condition_rate\": 0.0}, {\"V\": \"74.33\", \"condition_rate\": 0.0}, {\"V\": \"74.22\", \"condition_rate\": 0.0}, {\"V\": \"74.16\", \"condition_rate\": 0.0}, {\"V\": \"73.91\", \"condition_rate\": 0.0}, {\"V\": \"73.900000000000006\", \"condition_rate\": 0.0}, {\"V\": \"73.88\", \"condition_rate\": 0.0}, {\"V\": \"73.77\", \"condition_rate\": 0.0}, {\"V\": \"73.680000000000007\", \"condition_rate\": 0.0}, {\"V\": \"73.67\", \"condition_rate\": 0.0}, {\"V\": \"73.56\", \"condition_rate\": 0.0}, {\"V\": \"73.5\", \"condition_rate\": 0.0}, {\"V\": \"73.459999999999994\", \"condition_rate\": 0.0}, {\"V\": \"73.42\", \"condition_rate\": 0.0}, {\"V\": \"73.400000000000006\", \"condition_rate\": 0.0}, {\"V\": \"73.209999999999994\", \"condition_rate\": 0.0}, {\"V\": \"73.180000000000007\", \"condition_rate\": 0.0}, {\"V\": \"73.17\", \"condition_rate\": 0.0}, {\"V\": \"73.11\", \"condition_rate\": 0.0}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 5.82}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_c4cae0d3db4a088a/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_c4cae0d3db4a088a/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..3fd80672a5dcb3cb9527af894d8e07f1212c621e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_c4cae0d3db4a088a/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "n20", + "started_at": "2026-05-19T16:00:20.267921+00:00", + "ended_at": "2026-05-19T16:00:40.507524+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n20_c4cae0d3db4a088a", + "problem_id": "v2p_n20_eb67e2fa4362eb5e", + "dataset_id": "n20", + "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=V, condition_col=PE.", + "bindings": { + "group_col": "V", + "condition_col": "PE", + "condition_value": "468.8", + "positive_value": "468.8", + "negative_value": "434.01", + "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": 84.83, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=rule", + "problem_index_within_template=4", + "sql_variant_index=1/2", + "binding_index=99" + ], + "template_selection_mode": "rule", + "selected_template_rank": 9, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/sql/v2q_n20_c4cae0d3db4a088a.sql", + "usage_summary": { + "dataset_id": "n20", + "model": "v2-cli:codex", + "run_id": "v2q_n20_c4cae0d3db4a088a", + "api_calls": 0, + "input_tokens": 13585, + "cached_input_tokens": 12032, + "output_tokens": 630, + "total_tokens": 14215, + "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": 19228.9, + "sql_execution_elapsed_ms_total": 5.82, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_c4cae0d3db4a088a/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_c4cae0d3db4a088a/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_c4cae0d3db4a088a/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0b9442a32106a7e6c6347e4a25a42cae59a7f23f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_c4cae0d3db4a088a/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:00:23.601817+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": 3332.09, "started_at": "2026-05-19T16:00:20.269076+00:00", "ended_at": "2026-05-19T16:00:23.601186+00:00", "prompt_metrics": {"chars": 4791, "bytes_utf8": 4791, "lines": 159, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40f7-784e-7370-a381-ab8172b4ec73\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:00:40.500277+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": 15896.81, "started_at": "2026-05-19T16:00:24.602639+00:00", "ended_at": "2026-05-19T16:00:40.499480+00:00", "prompt_metrics": {"chars": 4791, "bytes_utf8": 4791, "lines": 159, "estimated_tokens": null}, "response_metrics": {"chars": 397, "bytes_utf8": 397, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13585, "cached_input_tokens": 12032, "output_tokens": 630, "reasoning_output_tokens": 516}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"V\\\",\\n AVG(CASE WHEN CAST(\\\"PE\\\" AS REAL) = 468.8 THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"n20\\\"\\nGROUP BY \\\"V\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Applied the Grouped Condition Rate template with group_col=\\\"V\\\" and condition_col=\\\"PE\\\". CAST(\\\"PE\\\" AS REAL) is used because the schema stores numeric fields as TEXT.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_c4cae0d3db4a088a/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_c4cae0d3db4a088a/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..029617483e933f7d6844d829318f4c807cf58630 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_c4cae0d3db4a088a/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n20", + "model": "v2-cli:codex", + "run_id": "v2q_n20_c4cae0d3db4a088a", + "api_calls": 0, + "input_tokens": 13585, + "cached_input_tokens": 12032, + "output_tokens": 630, + "total_tokens": 14215, + "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": 19228.9, + "sql_execution_elapsed_ms_total": 5.82, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_c4cae0d3db4a088a/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_ca982b9dc94d3b57/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_ca982b9dc94d3b57/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ba081a2e3e56e80a33dc3e8f03ed29152f57526e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_ca982b9dc94d3b57/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 4541, "bytes_utf8": 4541, "lines": 156, "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": 382, "bytes_utf8": 382, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13518, "cached_input_tokens": 12032, "output_tokens": 572, "reasoning_output_tokens": 460}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_ca982b9dc94d3b57/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_ca982b9dc94d3b57/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..f69ee6421dabc9a0239a9853d1b40435f63ef8f0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_ca982b9dc94d3b57/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": "n20", + "model": "v2-cli:codex", + "run_id": "v2q_n20_ca982b9dc94d3b57", + "api_calls": 0, + "input_tokens": 13518, + "cached_input_tokens": 12032, + "output_tokens": 572, + "total_tokens": 14090, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15126.96, + "sql_execution_elapsed_ms_total": 13.85, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_ca982b9dc94d3b57/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_ca982b9dc94d3b57/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_ca982b9dc94d3b57/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..94756220b1cc02d28a1656cc34330aa8ccee6236 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_ca982b9dc94d3b57/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": "2026-05-19T15:29:14.249516+00:00", + "ended_at": "2026-05-19T15:29:29.376514+00:00", + "elapsed_ms": 15126.96, + "prompt_metrics": { + "chars": 4541, + "bytes_utf8": 4541, + "lines": 156, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 748, + "bytes_utf8": 748, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 382, + "bytes_utf8": 382, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13518, + "cached_input_tokens": 12032, + "output_tokens": 572, + "reasoning_output_tokens": 460 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_ca982b9dc94d3b57/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_ca982b9dc94d3b57/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6d645751de27e4faf6aa4ef15309f4437a04de20 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_ca982b9dc94d3b57/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,156 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n20 +- dataset_name: Combined Cycle Power Plant +- table_name: n20 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 4 feature columns and target `PE`. +- task_type: regression +- target_column: PE +- main_row_count: 9568 +- important_fields: +- AT: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for AT. +- V: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'subgroup_candidate'] desc=Numeric field for V. +- AP: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for AP. +- RH: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for RH. +- PE: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for PE. +- useful_field_combinations: [['V', 'AT', 'PE'], ['AT', 'V', 'PE']] +- fields_requiring_caution: ['PE', 'AT', 'V', 'AP'] +- source_url: https://archive.ics.uci.edu/dataset/294/combined+cycle+power+plant + +SQLite schema snapshot: +{ + "table_name": "n20", + "quoted_table_name": "\"n20\"", + "row_count": 9568, + "columns": [ + { + "name": "AT", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "AP", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PE", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "AT": "14.96", + "V": "41.76", + "AP": "1024.07", + "RH": "73.17", + "PE": "463.26" + }, + { + "AT": "25.18", + "V": "62.96", + "AP": "1020.04", + "RH": "59.08", + "PE": "444.37" + }, + { + "AT": "5.1100000000000003", + "V": "39.4", + "AP": "1012.16", + "RH": "92.14", + "PE": "488.56" + }, + { + "AT": "20.86", + "V": "57.32", + "AP": "1010.24", + "RH": "76.64", + "PE": "446.48" + }, + { + "AT": "10.82", + "V": "37.5", + "AP": "1009.23", + "RH": "96.62", + "PE": "473.9" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_h2o_group_sum", + "template_name": "Grouped Numeric Sum", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n20", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=V, measure_col=RH.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "V", + "measure_col": "RH", + "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": 84.83, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_ca982b9dc94d3b57/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_ca982b9dc94d3b57/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..34a8c6017c9708c51036cdfed6d1e2225b13696b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_ca982b9dc94d3b57/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40da-ff11-7b72-8150-24af157edb96"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT CAST(\\\"V\\\" AS REAL) AS \\\"V\\\", SUM(CAST(\\\"RH\\\" AS REAL)) AS \\\"total_measure\\\"\\nFROM \\\"n20\\\"\\nGROUP BY CAST(\\\"V\\\" AS REAL)\\nORDER BY \\\"total_measure\\\" DESC;\",\"notes\":\"Applied tpl_h2o_group_sum with group_col=\\\"V\\\" and measure_col=\\\"RH\\\". Cast text-stored numeric columns to REAL for SQLite-compatible numeric grouping and summation.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13518,"cached_input_tokens":12032,"output_tokens":572,"reasoning_output_tokens":460}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_ca982b9dc94d3b57/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_ca982b9dc94d3b57/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..035667fb12c486d3e581e791575535da4df00d82 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_ca982b9dc94d3b57/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_h2o_group_sum\nSELECT CAST(\"V\" AS REAL) AS \"V\", SUM(CAST(\"RH\" AS REAL)) AS \"total_measure\"\nFROM \"n20\"\nGROUP BY CAST(\"V\" AS REAL)\nORDER BY \"total_measure\" DESC;","notes":"Applied tpl_h2o_group_sum with group_col=\"V\" and measure_col=\"RH\". Cast text-stored numeric columns to REAL for SQLite-compatible numeric grouping and summation."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_ca982b9dc94d3b57/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_ca982b9dc94d3b57/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_ca982b9dc94d3b57/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_ca982b9dc94d3b57/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..9301fd5e40568b3da83b96f1efe4dffe693e8efc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_ca982b9dc94d3b57/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=V, measure_col=RH. +Result preview: [{"V": 41.17, "total_measure": 4413.32}, {"V": 70.32, "total_measure": 4264.84}, {"V": 45.87, "total_measure": 3634.61}, {"V": 51.43, "total_measure": 3514.85}, {"V": 41.16, "total_measure": 3418.35}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_ca982b9dc94d3b57/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_ca982b9dc94d3b57/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..29d14acf7eccb9107ea9ab889320ca80b0cf6e87 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_ca982b9dc94d3b57/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: n20 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_h2o_group_sum +-- query_record_id: v2q_n20_ca982b9dc94d3b57 +-- problem_id: v2p_n20_281ad20926efd4fb +-- realization_mode: agent +-- source_kind: agent +SELECT CAST("V" AS REAL) AS "V", SUM(CAST("RH" AS REAL)) AS "total_measure" +FROM "n20" +GROUP BY CAST("V" AS REAL) +ORDER BY "total_measure" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_ca982b9dc94d3b57/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_ca982b9dc94d3b57/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..866e46b6a3379c48634b77ea9d1c50fdf8b57514 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_ca982b9dc94d3b57/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_h2o_group_sum\nSELECT CAST(\"V\" AS REAL) AS \"V\", SUM(CAST(\"RH\" AS REAL)) AS \"total_measure\"\nFROM \"n20\"\nGROUP BY CAST(\"V\" AS REAL)\nORDER BY \"total_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_h2o_group_sum\\nSELECT CAST(\\\"V\\\" AS REAL) AS \\\"V\\\", SUM(CAST(\\\"RH\\\" AS REAL)) AS \\\"total_measure\\\"\\nFROM \\\"n20\\\"\\nGROUP BY CAST(\\\"V\\\" AS REAL)\\nORDER BY \\\"total_measure\\\" DESC;\", \"columns\": [\"V\", \"total_measure\"], \"rows\": [{\"V\": 41.17, \"total_measure\": 4413.32}, {\"V\": 70.32, \"total_measure\": 4264.84}, {\"V\": 45.87, \"total_measure\": 3634.61}, {\"V\": 51.43, \"total_measure\": 3514.85}, {\"V\": 41.16, \"total_measure\": 3418.35}, {\"V\": 41.26, \"total_measure\": 3403.64}, {\"V\": 45.01, \"total_measure\": 3389.42}, {\"V\": 58.79, \"total_measure\": 3250.72}, {\"V\": 66.54, \"total_measure\": 2976.43}, {\"V\": 44.9, \"total_measure\": 2955.25}, {\"V\": 42.86, \"total_measure\": 2943.41}, {\"V\": 39.64, \"total_measure\": 2933.05}, {\"V\": 40.71, \"total_measure\": 2879.91}, {\"V\": 69.13, \"total_measure\": 2878.47}, {\"V\": 59.21, \"total_measure\": 2876.11}, {\"V\": 40.64, \"total_measure\": 2779.0099999999998}, {\"V\": 40.55, \"total_measure\": 2751.46}, {\"V\": 68.08, \"total_measure\": 2711.83}, {\"V\": 71.14, \"total_measure\": 2662.62}, {\"V\": 39.96, \"total_measure\": 2586.68}, {\"V\": 43.14, \"total_measure\": 2554.34}, {\"V\": 39.61, \"total_measure\": 2446.54}, {\"V\": 39.16, \"total_measure\": 2368.94}, {\"V\": 44.63, \"total_measure\": 2351.21}, {\"V\": 41.01, \"total_measure\": 2326.6}, {\"V\": 40.77, \"total_measure\": 2322.57}, {\"V\": 77.95, \"total_measure\": 2285.67}, {\"V\": 38.91, \"total_measure\": 2279.77}, {\"V\": 63.94, \"total_measure\": 2267.04}, {\"V\": 40.81, \"total_measure\": 2259.39}, {\"V\": 75.6, \"total_measure\": 2254.5}, {\"V\": 46.18, \"total_measure\": 2254.04}, {\"V\": 40.69, \"total_measure\": 2226.75}, {\"V\": 41.54, \"total_measure\": 2206.09}, {\"V\": 41.62, \"total_measure\": 2142.58}, {\"V\": 40.0, \"total_measure\": 2134.18}, {\"V\": 41.79, \"total_measure\": 2121.57}, {\"V\": 41.14, \"total_measure\": 2109.58}, {\"V\": 50.16, \"total_measure\": 2092.33}, {\"V\": 39.72, \"total_measure\": 2067.56}, {\"V\": 51.19, \"total_measure\": 2062.06}, {\"V\": 42.44, \"total_measure\": 2055.17}, {\"V\": 43.67, \"total_measure\": 2038.02}, {\"V\": 41.58, \"total_measure\": 2032.64}, {\"V\": 49.83, \"total_measure\": 2016.64}, {\"V\": 72.24, \"total_measure\": 1994.25}, {\"V\": 40.22, \"total_measure\": 1992.15}, {\"V\": 63.09, \"total_measure\": 1990.58}, {\"V\": 40.1, \"total_measure\": 1977.17}, {\"V\": 53.16, \"total_measure\": 1947.48}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 13.85}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_ca982b9dc94d3b57/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_ca982b9dc94d3b57/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..49732eb9a46d531905fda32e5ec64bd1e903a137 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_ca982b9dc94d3b57/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "n20", + "started_at": "2026-05-19T15:29:14.247712+00:00", + "ended_at": "2026-05-19T15:29:29.394092+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n20_ca982b9dc94d3b57", + "problem_id": "v2p_n20_281ad20926efd4fb", + "dataset_id": "n20", + "template_id": "tpl_h2o_group_sum", + "template_name": "Grouped Numeric Sum", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=V, measure_col=RH.", + "bindings": { + "group_col": "V", + "measure_col": "RH", + "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": 84.83, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=rule", + "problem_index_within_template=4", + "sql_variant_index=1/2", + "binding_index=3" + ], + "template_selection_mode": "rule", + "selected_template_rank": 1, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/sql/v2q_n20_ca982b9dc94d3b57.sql", + "usage_summary": { + "dataset_id": "n20", + "model": "v2-cli:codex", + "run_id": "v2q_n20_ca982b9dc94d3b57", + "api_calls": 0, + "input_tokens": 13518, + "cached_input_tokens": 12032, + "output_tokens": 572, + "total_tokens": 14090, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15126.96, + "sql_execution_elapsed_ms_total": 13.85, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_ca982b9dc94d3b57/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_ca982b9dc94d3b57/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_ca982b9dc94d3b57/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f11c596d3190f21288bfaf79c9132655ed82b0a7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_ca982b9dc94d3b57/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:29:29.377767+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": 15126.96, "started_at": "2026-05-19T15:29:14.249516+00:00", "ended_at": "2026-05-19T15:29:29.376514+00:00", "prompt_metrics": {"chars": 4541, "bytes_utf8": 4541, "lines": 156, "estimated_tokens": null}, "response_metrics": {"chars": 382, "bytes_utf8": 382, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13518, "cached_input_tokens": 12032, "output_tokens": 572, "reasoning_output_tokens": 460}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT CAST(\\\"V\\\" AS REAL) AS \\\"V\\\", SUM(CAST(\\\"RH\\\" AS REAL)) AS \\\"total_measure\\\"\\nFROM \\\"n20\\\"\\nGROUP BY CAST(\\\"V\\\" AS REAL)\\nORDER BY \\\"total_measure\\\" DESC;\",\"notes\":\"Applied tpl_h2o_group_sum with group_col=\\\"V\\\" and measure_col=\\\"RH\\\". Cast text-stored numeric columns to REAL for SQLite-compatible numeric grouping and summation.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_cbb98809292fbc76/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_cbb98809292fbc76/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..c6526e6acea68ad772d6d0f0e2da2f695be7e285 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_cbb98809292fbc76/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=V, measure_col=AT. +Result preview: [{"V": "44.3", "AT": "21.24", "total_measure": 21.24, "share_within_group": 100.00000000000001}, {"V": "35.85", "AT": "14.43", "total_measure": 14.43, "share_within_group": 100.0}, {"V": "36.43", "AT": "11.87", "total_measure": 11.87, "share_within_group": 100.0}, {"V": "36.54", "AT": "9.4700000000000006", "total_measure": 9.47, "share_within_group": 100.0}, {"V": "37.86", "AT": "14.57", "total_measure": 14.57, "share_within_group": 100.0}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_cbb98809292fbc76/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_cbb98809292fbc76/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..d8887be8852d7a0dda18e41cf7bfb2835042d622 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_cbb98809292fbc76/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: n20 +-- 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_tpcds_within_group_share +-- query_record_id: v2q_n20_cbb98809292fbc76 +-- problem_id: v2p_n20_474426e06f7471f1 +-- realization_mode: agent +-- source_kind: agent +SELECT "V", "AT", + SUM(CAST("AT" AS REAL)) AS total_measure, + SUM(CAST("AT" AS REAL)) * 100.0 / SUM(SUM(CAST("AT" AS REAL))) OVER (PARTITION BY "V") AS share_within_group +FROM "n20" +GROUP BY "V", "AT" +ORDER BY share_within_group DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_cbb98809292fbc76/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_cbb98809292fbc76/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0c13373ebe72df1bc773420c5223267301f9c8e7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_cbb98809292fbc76/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_tpcds_within_group_share\nSELECT \"V\", \"AT\",\n SUM(CAST(\"AT\" AS REAL)) AS total_measure,\n SUM(CAST(\"AT\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"AT\" AS REAL))) OVER (PARTITION BY \"V\") AS share_within_group\nFROM \"n20\"\nGROUP BY \"V\", \"AT\"\nORDER BY share_within_group DESC;", "result": "{\"query\": \"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"V\\\", \\\"AT\\\",\\n SUM(CAST(\\\"AT\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"AT\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"AT\\\" AS REAL))) OVER (PARTITION BY \\\"V\\\") AS share_within_group\\nFROM \\\"n20\\\"\\nGROUP BY \\\"V\\\", \\\"AT\\\"\\nORDER BY share_within_group DESC;\", \"columns\": [\"V\", \"AT\", \"total_measure\", \"share_within_group\"], \"rows\": [{\"V\": \"44.3\", \"AT\": \"21.24\", \"total_measure\": 21.24, \"share_within_group\": 100.00000000000001}, {\"V\": \"35.85\", \"AT\": \"14.43\", \"total_measure\": 14.43, \"share_within_group\": 100.0}, {\"V\": \"36.43\", \"AT\": \"11.87\", \"total_measure\": 11.87, \"share_within_group\": 100.0}, {\"V\": \"36.54\", \"AT\": \"9.4700000000000006\", \"total_measure\": 9.47, \"share_within_group\": 100.0}, {\"V\": \"37.86\", \"AT\": \"14.57\", \"total_measure\": 14.57, \"share_within_group\": 100.0}, {\"V\": \"37.9\", \"AT\": \"13.3\", \"total_measure\": 13.3, \"share_within_group\": 100.0}, {\"V\": \"37.909999999999997\", \"AT\": \"13.18\", \"total_measure\": 13.18, \"share_within_group\": 100.0}, {\"V\": \"38.92\", \"AT\": \"14.48\", \"total_measure\": 14.48, \"share_within_group\": 100.0}, {\"V\": \"39.08\", \"AT\": \"17.68\", \"total_measure\": 17.68, \"share_within_group\": 100.0}, {\"V\": \"40.33\", \"AT\": \"20.13\", \"total_measure\": 20.13, \"share_within_group\": 100.0}, {\"V\": \"41.43\", \"AT\": \"15.19\", \"total_measure\": 15.19, \"share_within_group\": 100.0}, {\"V\": \"44.37\", \"AT\": \"32.450000000000003\", \"total_measure\": 32.45, \"share_within_group\": 100.0}, {\"V\": \"45.76\", \"AT\": \"16.2\", \"total_measure\": 16.2, \"share_within_group\": 100.0}, {\"V\": \"45.78\", \"AT\": \"13.78\", \"total_measure\": 13.78, \"share_within_group\": 100.0}, {\"V\": \"46.9\", \"AT\": \"14.91\", \"total_measure\": 14.91, \"share_within_group\": 100.0}, {\"V\": \"50.39\", \"AT\": \"23.87\", \"total_measure\": 23.87, \"share_within_group\": 100.0}, {\"V\": \"53.3\", \"AT\": \"30.63\", \"total_measure\": 30.63, \"share_within_group\": 100.0}, {\"V\": \"53.53\", \"AT\": \"31.99\", \"total_measure\": 31.99, \"share_within_group\": 100.0}, {\"V\": \"54.89\", \"AT\": \"28.88\", \"total_measure\": 28.88, \"share_within_group\": 100.0}, {\"V\": \"55.28\", \"AT\": \"18.38\", \"total_measure\": 18.38, \"share_within_group\": 100.0}, {\"V\": \"55.68\", \"AT\": \"29.16\", \"total_measure\": 29.16, \"share_within_group\": 100.0}, {\"V\": \"56.24\", \"AT\": \"30.44\", \"total_measure\": 30.44, \"share_within_group\": 100.0}, {\"V\": \"56.51\", \"AT\": \"19.09\", \"total_measure\": 19.09, \"share_within_group\": 100.0}, {\"V\": \"56.86\", \"AT\": \"28.81\", \"total_measure\": 28.81, \"share_within_group\": 100.0}, {\"V\": \"57.35\", \"AT\": \"29.7\", \"total_measure\": 29.7, \"share_within_group\": 100.0}, {\"V\": \"57.55\", \"AT\": \"28.75\", \"total_measure\": 28.75, \"share_within_group\": 100.0}, {\"V\": \"57.82\", \"AT\": \"28.52\", \"total_measure\": 28.52, \"share_within_group\": 100.0}, {\"V\": \"60.06\", \"AT\": \"26.33\", \"total_measure\": 26.33, \"share_within_group\": 100.0}, {\"V\": \"61.85\", \"AT\": \"29.85\", \"total_measure\": 29.85, \"share_within_group\": 100.0}, {\"V\": \"62.34\", \"AT\": \"30.01\", \"total_measure\": 30.01, \"share_within_group\": 100.0}, {\"V\": \"64.09\", \"AT\": \"28.07\", \"total_measure\": 28.07, \"share_within_group\": 100.0}, {\"V\": \"64.34\", \"AT\": \"27.45\", \"total_measure\": 27.45, \"share_within_group\": 100.0}, {\"V\": \"65.75\", \"AT\": \"24.87\", \"total_measure\": 24.87, \"share_within_group\": 100.0}, {\"V\": \"66.849999999999994\", \"AT\": \"29.27\", \"total_measure\": 29.27, \"share_within_group\": 100.0}, {\"V\": \"67.98\", \"AT\": \"27.01\", \"total_measure\": 27.01, \"share_within_group\": 100.0}, {\"V\": \"68.37\", \"AT\": \"24.85\", \"total_measure\": 24.85, \"share_within_group\": 100.0}, {\"V\": \"70.09\", \"AT\": \"24.85\", \"total_measure\": 24.85, \"share_within_group\": 100.0}, {\"V\": \"73.11\", \"AT\": \"22.89\", \"total_measure\": 22.89, \"share_within_group\": 100.0}, {\"V\": \"73.459999999999994\", \"AT\": \"24.07\", \"total_measure\": 24.07, \"share_within_group\": 100.0}, {\"V\": \"76.16\", \"AT\": \"24.95\", \"total_measure\": 24.95, \"share_within_group\": 100.0}, {\"V\": \"78.11\", \"AT\": \"21.16\", \"total_measure\": 21.16, \"share_within_group\": 100.0}, {\"V\": \"80.25\", \"AT\": \"22.89\", \"total_measure\": 22.89, \"share_within_group\": 100.0}, {\"V\": \"81.56\", \"AT\": \"21.37\", \"total_measure\": 21.37, \"share_within_group\": 100.0}, {\"V\": \"47.24\", \"AT\": \"21.12\", \"total_measure\": 21.12, \"share_within_group\": 56.27498001598721}, {\"V\": \"46\", \"AT\": \"18.68\", \"total_measure\": 18.68, \"share_within_group\": 52.0914668153932}, {\"V\": \"57.69\", \"AT\": \"25.13\", \"total_measure\": 25.13, \"share_within_group\": 52.0397597846345}, {\"V\": \"58.69\", \"AT\": \"26.64\", \"total_measure\": 26.64, \"share_within_group\": 51.677982541222114}, {\"V\": \"38.53\", \"AT\": \"13.67\", \"total_measure\": 13.67, \"share_within_group\": 51.48775894538606}, {\"V\": \"67.510000000000005\", \"AT\": \"29.19\", \"total_measure\": 29.19, \"share_within_group\": 51.38179897905298}, {\"V\": \"78.87\", \"AT\": \"30.82\", \"total_measure\": 30.82, \"share_within_group\": 51.306808723156315}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 28.06}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_cbb98809292fbc76/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_cbb98809292fbc76/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..9b7df3981288959f9b08109314e5747a0da25682 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_cbb98809292fbc76/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "n20", + "started_at": "2026-05-19T15:33:37.053750+00:00", + "ended_at": "2026-05-19T15:33:49.639124+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n20_cbb98809292fbc76", + "problem_id": "v2p_n20_474426e06f7471f1", + "dataset_id": "n20", + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=V, measure_col=AT.", + "bindings": { + "group_col": "V", + "measure_col": "AT", + "item_col": "AT", + "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": 23.99, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "item_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=rule", + "problem_index_within_template=1", + "sql_variant_index=2/2", + "binding_index=24" + ], + "template_selection_mode": "rule", + "selected_template_rank": 3, + "problem_index_within_template": 1, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/sql/v2q_n20_cbb98809292fbc76.sql", + "usage_summary": { + "dataset_id": "n20", + "model": "v2-cli:codex", + "run_id": "v2q_n20_cbb98809292fbc76", + "api_calls": 0, + "input_tokens": 13635, + "cached_input_tokens": 12032, + "output_tokens": 432, + "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": 12553.6, + "sql_execution_elapsed_ms_total": 28.06, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_cbb98809292fbc76/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_cbb98809292fbc76/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_cbb98809292fbc76/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..04778a7789bbaa5465a283afb52f35b7493373fd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_cbb98809292fbc76/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:33:49.609393+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": 12553.6, "started_at": "2026-05-19T15:33:37.054986+00:00", "ended_at": "2026-05-19T15:33:49.608634+00:00", "prompt_metrics": {"chars": 4943, "bytes_utf8": 4943, "lines": 158, "estimated_tokens": null}, "response_metrics": {"chars": 524, "bytes_utf8": 524, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13635, "cached_input_tokens": 12032, "output_tokens": 432, "reasoning_output_tokens": 276}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"V\\\", \\\"AT\\\",\\n SUM(CAST(\\\"AT\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"AT\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"AT\\\" AS REAL))) OVER (PARTITION BY \\\"V\\\") AS share_within_group\\nFROM \\\"n20\\\"\\nGROUP BY \\\"V\\\", \\\"AT\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Applied the Within-Group Share of Total template with group_col=\\\"V\\\", item_col=\\\"AT\\\", and measure_col=\\\"AT\\\". Cast \\\"AT\\\" to REAL because the SQLite schema stores numeric fields as TEXT.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_cbb98809292fbc76/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_cbb98809292fbc76/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..80ffcfb0cb8f2f7d52ddf1dad256145cda0d6eb6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_cbb98809292fbc76/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n20", + "model": "v2-cli:codex", + "run_id": "v2q_n20_cbb98809292fbc76", + "api_calls": 0, + "input_tokens": 13635, + "cached_input_tokens": 12032, + "output_tokens": 432, + "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": 12553.6, + "sql_execution_elapsed_ms_total": 28.06, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_cbb98809292fbc76/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_d07008c74891a628/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_d07008c74891a628/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..13678ec7db4bd50cecb2ded23a912529a38fb339 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_d07008c74891a628/run_manifest.json @@ -0,0 +1,67 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "n20", + "started_at": "2026-05-19T16:03:51.259882+00:00", + "ended_at": "2026-05-19T16:04:01.349635+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n20_d07008c74891a628", + "problem_id": "v2p_n20_599a279d71582da7", + "dataset_id": "n20", + "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=V.", + "bindings": { + "group_col": "V", + "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": 66.54, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=rule", + "problem_index_within_template=2", + "sql_variant_index=1/2", + "binding_index=121" + ], + "template_selection_mode": "rule", + "selected_template_rank": 11, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_d07008c74891a628/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_d07008c74891a628/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7c66169c82b1dda1ed413c51999e33340725aa09 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_d07008c74891a628/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:03:57.228334+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": 5966.62, "started_at": "2026-05-19T16:03:51.260931+00:00", "ended_at": "2026-05-19T16:03:57.227573+00:00", "prompt_metrics": {"chars": 4543, "bytes_utf8": 4543, "lines": 154, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40fa-b059-79d1-b752-ca2a457956e9\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:04:01.349539+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": 3119.59, "started_at": "2026-05-19T16:03:58.229127+00:00", "ended_at": "2026-05-19T16:04:01.348746+00:00", "prompt_metrics": {"chars": 4543, "bytes_utf8": 4543, "lines": 154, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40fa-cbb1-7a01-bc2d-6d9ef4538abc\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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_a/n20/artifacts/v2q_n20_d12f2ecdd6dd817b/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_d12f2ecdd6dd817b/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..733747e162a193dc86fa5180eda141f4d58aa45f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_d12f2ecdd6dd817b/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=V. +Result preview: [{"V": 81.56}, {"V": 80.25}, {"V": 80.18}, {"V": 80.18}, {"V": 80.18}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_d12f2ecdd6dd817b/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_d12f2ecdd6dd817b/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..6178720435af4ce2821937872e629f8930065ec7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_d12f2ecdd6dd817b/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: n20 +-- 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_m4_quantile_tail_slice +-- query_record_id: v2q_n20_d12f2ecdd6dd817b +-- problem_id: v2p_n20_29abd1ce704feada +-- realization_mode: agent +-- source_kind: agent +WITH buckets AS ( + SELECT CAST("V" AS REAL) AS "V", + NTILE(10) OVER (ORDER BY CAST("V" AS REAL) DESC) AS "tail_bucket" + FROM "n20" +) +SELECT "V" +FROM buckets +WHERE "tail_bucket" = 1 +ORDER BY "V" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_d12f2ecdd6dd817b/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_d12f2ecdd6dd817b/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..eee316049718e1c0293ed8d5e04bff726a356eec --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_d12f2ecdd6dd817b/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_quantile_tail_slice\nWITH buckets AS (\n SELECT CAST(\"V\" AS REAL) AS \"V\",\n NTILE(10) OVER (ORDER BY CAST(\"V\" AS REAL) DESC) AS \"tail_bucket\"\n FROM \"n20\"\n)\nSELECT \"V\"\nFROM buckets\nWHERE \"tail_bucket\" = 1\nORDER BY \"V\" DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_quantile_tail_slice\\nWITH buckets AS (\\n SELECT CAST(\\\"V\\\" AS REAL) AS \\\"V\\\",\\n NTILE(10) OVER (ORDER BY CAST(\\\"V\\\" AS REAL) DESC) AS \\\"tail_bucket\\\"\\n FROM \\\"n20\\\"\\n)\\nSELECT \\\"V\\\"\\nFROM buckets\\nWHERE \\\"tail_bucket\\\" = 1\\nORDER BY \\\"V\\\" DESC;\", \"columns\": [\"V\"], \"rows\": [{\"V\": 81.56}, {\"V\": 80.25}, {\"V\": 80.18}, {\"V\": 80.18}, {\"V\": 80.18}, {\"V\": 80.18}, {\"V\": 80.18}, {\"V\": 79.74}, {\"V\": 79.74}, {\"V\": 79.74}, {\"V\": 79.74}, {\"V\": 79.74}, {\"V\": 79.74}, {\"V\": 79.74}, {\"V\": 79.74}, {\"V\": 79.74}, {\"V\": 79.74}, {\"V\": 79.74}, {\"V\": 79.74}, {\"V\": 79.74}, {\"V\": 79.74}, {\"V\": 79.74}, {\"V\": 79.74}, {\"V\": 79.05}, {\"V\": 79.05}, {\"V\": 79.05}, {\"V\": 79.05}, {\"V\": 78.92}, {\"V\": 78.92}, {\"V\": 78.92}, {\"V\": 78.92}, {\"V\": 78.92}, {\"V\": 78.92}, {\"V\": 78.92}, {\"V\": 78.92}, {\"V\": 78.87}, {\"V\": 78.87}, {\"V\": 78.11}, {\"V\": 78.05}, {\"V\": 78.05}, {\"V\": 78.05}, {\"V\": 78.05}, {\"V\": 78.05}, {\"V\": 78.05}, {\"V\": 78.05}, {\"V\": 77.95}, {\"V\": 77.95}, {\"V\": 77.95}, {\"V\": 77.95}, {\"V\": 77.95}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 20.11}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_d12f2ecdd6dd817b/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_d12f2ecdd6dd817b/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..6b8682700a79987df35970e766d09c404a5ab58b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_d12f2ecdd6dd817b/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "n20", + "started_at": "2026-05-19T15:45:14.220631+00:00", + "ended_at": "2026-05-19T15:45:33.053673+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n20_d12f2ecdd6dd817b", + "problem_id": "v2p_n20_29abd1ce704feada", + "dataset_id": "n20", + "template_id": "tpl_m4_quantile_tail_slice", + "template_name": "Quantile Tail Slice", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=V.", + "bindings": { + "measure_col": "V", + "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": 66.54, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=rule", + "problem_index_within_template=6", + "sql_variant_index=1/1", + "binding_index=65" + ], + "template_selection_mode": "rule", + "selected_template_rank": 6, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/sql/v2q_n20_d12f2ecdd6dd817b.sql", + "usage_summary": { + "dataset_id": "n20", + "model": "v2-cli:codex", + "run_id": "v2q_n20_d12f2ecdd6dd817b", + "api_calls": 0, + "input_tokens": 13573, + "cached_input_tokens": 12032, + "output_tokens": 415, + "total_tokens": 13988, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 18809.4, + "sql_execution_elapsed_ms_total": 20.11, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_d12f2ecdd6dd817b/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_d12f2ecdd6dd817b/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_d12f2ecdd6dd817b/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..10e5aabf7e0edf465aba4b4491553c8e2e52f869 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_d12f2ecdd6dd817b/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:45:33.031819+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": 18809.4, "started_at": "2026-05-19T15:45:14.221576+00:00", "ended_at": "2026-05-19T15:45:33.031037+00:00", "prompt_metrics": {"chars": 4724, "bytes_utf8": 4724, "lines": 154, "estimated_tokens": null}, "response_metrics": {"chars": 478, "bytes_utf8": 478, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13573, "cached_input_tokens": 12032, "output_tokens": 415, "reasoning_output_tokens": 275}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_m4_quantile_tail_slice\\nWITH buckets AS (\\n SELECT CAST(\\\"V\\\" AS REAL) AS \\\"V\\\",\\n NTILE(10) OVER (ORDER BY CAST(\\\"V\\\" AS REAL) DESC) AS \\\"tail_bucket\\\"\\n FROM \\\"n20\\\"\\n)\\nSELECT \\\"V\\\"\\nFROM buckets\\nWHERE \\\"tail_bucket\\\" = 1\\nORDER BY \\\"V\\\" DESC;\",\"notes\":\"Applied the Quantile Tail Slice template with measure_col bound to \\\"V\\\" and num_tiles=10. Cast \\\"V\\\" to REAL because the SQLite schema stores numeric-looking values as TEXT.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_d12f2ecdd6dd817b/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_d12f2ecdd6dd817b/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..a1335c07efc92f4da8d02de5352aef12bb8d4c7c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_d12f2ecdd6dd817b/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n20", + "model": "v2-cli:codex", + "run_id": "v2q_n20_d12f2ecdd6dd817b", + "api_calls": 0, + "input_tokens": 13573, + "cached_input_tokens": 12032, + "output_tokens": 415, + "total_tokens": 13988, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 18809.4, + "sql_execution_elapsed_ms_total": 20.11, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_d12f2ecdd6dd817b/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_d169dbf5c663157c/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_d169dbf5c663157c/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..cd73bfb473117d17c525974de9bc869ca3cd830a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_d169dbf5c663157c/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "n20", + "started_at": "2026-05-19T16:05:57.327549+00:00", + "ended_at": "2026-05-19T16:06:06.193346+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n20_d169dbf5c663157c", + "problem_id": "v2p_n20_0ba60b766e77a943", + "dataset_id": "n20", + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "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 Thresholded Group Ranking to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=V, measure_col=V.", + "bindings": { + "group_col": "V", + "measure_col": "V", + "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": 62.52, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=rule", + "problem_index_within_template=2", + "sql_variant_index=2/2", + "binding_index=133" + ], + "template_selection_mode": "rule", + "selected_template_rank": 12, + "problem_index_within_template": 2, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_d169dbf5c663157c/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_d169dbf5c663157c/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f832ea0079d3bdf00aa139205c2b5b0d4c37ebc3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_d169dbf5c663157c/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:06:01.364811+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": 4034.57, "started_at": "2026-05-19T16:05:57.329078+00:00", "ended_at": "2026-05-19T16:06:01.363688+00:00", "prompt_metrics": {"chars": 4709, "bytes_utf8": 4709, "lines": 156, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40fc-9cd4-7e21-96f3-f9bbcd25531c\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:06:06.193154+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": 3825.23, "started_at": "2026-05-19T16:06:02.366804+00:00", "ended_at": "2026-05-19T16:06:06.192091+00:00", "prompt_metrics": {"chars": 4709, "bytes_utf8": 4709, "lines": 156, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40fc-b0f2-7ae2-8c94-3d5f6c57d5e5\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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_a/n20/artifacts/v2q_n20_d27426200cd89c4b/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_d27426200cd89c4b/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..be6a03c20f00c87d395e5b58f673807cb69fb345 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_d27426200cd89c4b/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 4545, "bytes_utf8": 4545, "lines": 156, "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": 402, "bytes_utf8": 402, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13519, "cached_input_tokens": 12032, "output_tokens": 399, "reasoning_output_tokens": 287}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_d27426200cd89c4b/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_d27426200cd89c4b/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..6bb87e90ce2fc17f1152e2b2dac72a3885f77879 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_d27426200cd89c4b/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": "n20", + "model": "v2-cli:codex", + "run_id": "v2q_n20_d27426200cd89c4b", + "api_calls": 0, + "input_tokens": 13519, + "cached_input_tokens": 12032, + "output_tokens": 399, + "total_tokens": 13918, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 20617.49, + "sql_execution_elapsed_ms_total": 8.69, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_d27426200cd89c4b/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_d27426200cd89c4b/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_d27426200cd89c4b/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..59fb2e369d6f259f719db50a1e870bbae6e7b664 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_d27426200cd89c4b/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": "2026-05-19T15:30:48.572215+00:00", + "ended_at": "2026-05-19T15:31:09.189737+00:00", + "elapsed_ms": 20617.49, + "prompt_metrics": { + "chars": 4545, + "bytes_utf8": 4545, + "lines": 156, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1101, + "bytes_utf8": 1101, + "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": 402, + "bytes_utf8": 402, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13519, + "cached_input_tokens": 12032, + "output_tokens": 399, + "reasoning_output_tokens": 287 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_d27426200cd89c4b/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_d27426200cd89c4b/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..39c6b0425fa97be14626e16ad262bcf7d04182b4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_d27426200cd89c4b/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,156 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n20 +- dataset_name: Combined Cycle Power Plant +- table_name: n20 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 4 feature columns and target `PE`. +- task_type: regression +- target_column: PE +- main_row_count: 9568 +- important_fields: +- AT: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for AT. +- V: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'subgroup_candidate'] desc=Numeric field for V. +- AP: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for AP. +- RH: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for RH. +- PE: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for PE. +- useful_field_combinations: [['V', 'AT', 'PE'], ['AT', 'V', 'PE']] +- fields_requiring_caution: ['PE', 'AT', 'V', 'AP'] +- source_url: https://archive.ics.uci.edu/dataset/294/combined+cycle+power+plant + +SQLite schema snapshot: +{ + "table_name": "n20", + "quoted_table_name": "\"n20\"", + "row_count": 9568, + "columns": [ + { + "name": "AT", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "AP", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PE", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "AT": "14.96", + "V": "41.76", + "AP": "1024.07", + "RH": "73.17", + "PE": "463.26" + }, + { + "AT": "25.18", + "V": "62.96", + "AP": "1020.04", + "RH": "59.08", + "PE": "444.37" + }, + { + "AT": "5.1100000000000003", + "V": "39.4", + "AP": "1012.16", + "RH": "92.14", + "PE": "488.56" + }, + { + "AT": "20.86", + "V": "57.32", + "AP": "1010.24", + "RH": "76.64", + "PE": "446.48" + }, + { + "AT": "10.82", + "V": "37.5", + "AP": "1009.23", + "RH": "96.62", + "PE": "473.9" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_h2o_group_sum", + "template_name": "Grouped Numeric Sum", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n20", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=V, measure_col=AP.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "V", + "measure_col": "AP", + "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": 1015.48, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_d27426200cd89c4b/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_d27426200cd89c4b/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f61d8c22840710a607d8c701f28ec156ac7b8f91 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_d27426200cd89c4b/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,5 @@ +{"type":"thread.started","thread_id":"019e40dc-6f94-7a03-8f84-622b1fb02f31"} +{"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 14154. Please try again in 424ms. 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_h2o_group_sum\\nSELECT CAST(\\\"V\\\" AS REAL) AS \\\"V\\\", SUM(CAST(\\\"AP\\\" AS REAL)) AS \\\"total_measure\\\"\\nFROM \\\"n20\\\"\\nGROUP BY CAST(\\\"V\\\" AS REAL)\\nORDER BY \\\"total_measure\\\" DESC;\",\"notes\":\"Used the provided grouped numeric sum template with group_col=\\\"V\\\" and measure_col=\\\"AP\\\". Cast both TEXT-backed numeric columns to REAL for SQLite-safe numeric grouping and summation.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13519,"cached_input_tokens":12032,"output_tokens":399,"reasoning_output_tokens":287}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_d27426200cd89c4b/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_d27426200cd89c4b/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..125f7c9358c19da679225ed29c9111dd6590fbfc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_d27426200cd89c4b/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_h2o_group_sum\nSELECT CAST(\"V\" AS REAL) AS \"V\", SUM(CAST(\"AP\" AS REAL)) AS \"total_measure\"\nFROM \"n20\"\nGROUP BY CAST(\"V\" AS REAL)\nORDER BY \"total_measure\" DESC;","notes":"Used the provided grouped numeric sum template with group_col=\"V\" and measure_col=\"AP\". Cast both TEXT-backed numeric columns to REAL for SQLite-safe numeric grouping and summation."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_d27426200cd89c4b/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_d27426200cd89c4b/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_d4234e340fdea7bf/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_d4234e340fdea7bf/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..48e7391e7cbb30adfb46301b2ffc6f1c440a745d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_d4234e340fdea7bf/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"PE": "468.8", "support": 9, "avg_response": 1017.8566666666666}, {"PE": "447.06", "support": 8, "avg_response": 1011.7025}, {"PE": "442.78", "support": 8, "avg_response": 1011.1949999999999}, {"PE": "434.01", "support": 8, "avg_response": 1008.945}, {"PE": "462.6", "support": 7, "avg_response": 1018.1542857142857}]} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_d4234e340fdea7bf/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_d4234e340fdea7bf/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..4138fdb2567cd846c88fd104c4f582180e2a3735 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_d4234e340fdea7bf/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: n20 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n20_d4234e340fdea7bf +-- problem_id: v2p_n20_5de1a96348bfc6f6 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "PE", + COUNT(*) AS support, + AVG("AP") AS avg_response +FROM "n20" +GROUP BY "PE" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_d4234e340fdea7bf/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_d4234e340fdea7bf/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0bad678a7040f12316da984a5e7c293fa3f85945 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_d4234e340fdea7bf/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_a\n-- sql_source_dataset_id: n20\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n20_d4234e340fdea7bf\n-- problem_id: v2p_n20_5de1a96348bfc6f6\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"PE\",\n COUNT(*) AS support,\n AVG(\"AP\") AS avg_response\nFROM \"n20\"\nGROUP BY \"PE\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v2\\n-- sql_source_label: v2_current\\n-- sql_source_run_id: v2_cli_20260502_081223_a\\n-- sql_source_dataset_id: n20\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n20_d4234e340fdea7bf\\n-- problem_id: v2p_n20_5de1a96348bfc6f6\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"PE\\\",\\n COUNT(*) AS support,\\n AVG(\\\"AP\\\") AS avg_response\\nFROM \\\"n20\\\"\\nGROUP BY \\\"PE\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"PE\", \"support\", \"avg_response\"], \"rows\": [{\"PE\": \"468.8\", \"support\": 9, \"avg_response\": 1017.8566666666666}, {\"PE\": \"447.06\", \"support\": 8, \"avg_response\": 1011.7025}, {\"PE\": \"442.78\", \"support\": 8, \"avg_response\": 1011.1949999999999}, {\"PE\": \"434.01\", \"support\": 8, \"avg_response\": 1008.945}, {\"PE\": \"462.6\", \"support\": 7, \"avg_response\": 1018.1542857142857}, {\"PE\": \"468.87\", \"support\": 7, \"avg_response\": 1016.7314285714285}, {\"PE\": \"466.2\", \"support\": 7, \"avg_response\": 1014.8299999999999}, {\"PE\": \"440.96\", \"support\": 7, \"avg_response\": 1013.3557142857143}, {\"PE\": \"447.16\", \"support\": 7, \"avg_response\": 1013.0914285714287}, {\"PE\": \"440.26\", \"support\": 7, \"avg_response\": 1012.7242857142857}, {\"PE\": \"441.9\", \"support\": 7, \"avg_response\": 1012.0414285714286}, {\"PE\": \"443.66\", \"support\": 7, \"avg_response\": 1010.9342857142857}, {\"PE\": \"438.5\", \"support\": 7, \"avg_response\": 1010.5942857142857}, {\"PE\": \"446.05\", \"support\": 7, \"avg_response\": 1009.9085714285715}, {\"PE\": \"436.64\", \"support\": 7, \"avg_response\": 1009.3142857142857}, {\"PE\": \"437.55\", \"support\": 7, \"avg_response\": 1008.88}, {\"PE\": \"475.13\", \"support\": 6, \"avg_response\": 1018.2466666666666}, {\"PE\": \"465.89\", \"support\": 6, \"avg_response\": 1017.8649999999999}, {\"PE\": \"469.34\", \"support\": 6, \"avg_response\": 1016.8566666666667}, {\"PE\": \"480.38\", \"support\": 6, \"avg_response\": 1016.6999999999999}, {\"PE\": \"464.7\", \"support\": 6, \"avg_response\": 1015.6633333333333}, {\"PE\": \"450.07\", \"support\": 6, \"avg_response\": 1014.6783333333333}, {\"PE\": \"452.82\", \"support\": 6, \"avg_response\": 1014.1883333333334}, {\"PE\": \"444.19\", \"support\": 6, \"avg_response\": 1013.9699999999999}, {\"PE\": \"445.1\", \"support\": 6, \"avg_response\": 1013.5749999999999}, {\"PE\": \"438.24\", \"support\": 6, \"avg_response\": 1013.565}, {\"PE\": \"438.08\", \"support\": 6, \"avg_response\": 1012.8366666666667}, {\"PE\": \"439.14\", \"support\": 6, \"avg_response\": 1012.695}, {\"PE\": \"443.75\", \"support\": 6, \"avg_response\": 1012.57}, {\"PE\": \"436.16\", \"support\": 6, \"avg_response\": 1012.2316666666667}, {\"PE\": \"458.67\", \"support\": 6, \"avg_response\": 1011.96}, {\"PE\": \"441.51\", \"support\": 6, \"avg_response\": 1011.9499999999999}, {\"PE\": \"441.3\", \"support\": 6, \"avg_response\": 1011.8516666666666}, {\"PE\": \"436.89\", \"support\": 6, \"avg_response\": 1011.6833333333334}, {\"PE\": \"440.75\", \"support\": 6, \"avg_response\": 1010.6416666666668}, {\"PE\": \"440.74\", \"support\": 6, \"avg_response\": 1010.4050000000001}, {\"PE\": \"444.9\", \"support\": 6, \"avg_response\": 1010.2466666666666}, {\"PE\": \"434.64\", \"support\": 6, \"avg_response\": 1010.2433333333333}, {\"PE\": \"438.42\", \"support\": 6, \"avg_response\": 1009.9566666666666}, {\"PE\": \"437.62\", \"support\": 6, \"avg_response\": 1009.2966666666666}, {\"PE\": \"430.46\", \"support\": 6, \"avg_response\": 1009.0983333333334}, {\"PE\": \"439.66\", \"support\": 6, \"avg_response\": 1009.0433333333334}, {\"PE\": \"444.69\", \"support\": 6, \"avg_response\": 1008.785}, {\"PE\": \"436.37\", \"support\": 6, \"avg_response\": 1008.5116666666667}, {\"PE\": \"434.47\", \"support\": 6, \"avg_response\": 1008.4533333333334}, {\"PE\": \"439.06\", \"support\": 6, \"avg_response\": 1008.21}, {\"PE\": \"431.77\", \"support\": 6, \"avg_response\": 1008.0633333333334}, {\"PE\": \"435.75\", \"support\": 6, \"avg_response\": 1007.75}, {\"PE\": \"435.04\", \"support\": 6, \"avg_response\": 1007.6566666666668}, {\"PE\": \"435.56\", \"support\": 6, \"avg_response\": 1007.61}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 6.32}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_d4234e340fdea7bf/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_d4234e340fdea7bf/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..6d3fa246fc50efdb989c5a7f5926422867f725d1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_d4234e340fdea7bf/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "n20", + "started_at": "2026-05-19T16:07:40.735763+00:00", + "ended_at": "2026-05-19T16:07:40.742752+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n20_d4234e340fdea7bf", + "problem_id": "v2p_n20_5de1a96348bfc6f6", + "dataset_id": "n20", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=AP, key_col=PE.", + "bindings": { + "key_col": "PE", + "measure_col": "AP", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=12", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 12, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/sql/v2q_n20_d4234e340fdea7bf.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_a/n20/artifacts/v2q_n20_d4234e340fdea7bf/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_d4234e340fdea7bf/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_d4234e340fdea7bf/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_a/n20/artifacts/v2q_n20_d6bbc6f98b0d63af/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_d6bbc6f98b0d63af/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..91968c145f3bfc4593fca6b616c9c9bc3e5d4c4b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_d6bbc6f98b0d63af/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=V. +Result preview: [{"V": "70.319999999999993", "row_count": 61}, {"V": "41.17", "row_count": 61}, {"V": "51.43", "row_count": 47}, {"V": "45.01", "row_count": 46}, {"V": "68.08", "row_count": 45}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_d6bbc6f98b0d63af/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_d6bbc6f98b0d63af/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..3bff69c2584bd146e27efd013aa754e86754c002 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_d6bbc6f98b0d63af/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: n20 +-- 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_n20_d6bbc6f98b0d63af +-- problem_id: v2p_n20_b6519d6f13fbac7d +-- realization_mode: agent +-- source_kind: agent +SELECT "V", COUNT(*) AS "row_count" +FROM "n20" +GROUP BY "V" +ORDER BY "row_count" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_d6bbc6f98b0d63af/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_d6bbc6f98b0d63af/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..058c95b7e5017b16fa595a53d81cc3747ddb9701 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_d6bbc6f98b0d63af/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 \"V\", COUNT(*) AS \"row_count\"\nFROM \"n20\"\nGROUP BY \"V\"\nORDER BY \"row_count\" DESC;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"V\\\", COUNT(*) AS \\\"row_count\\\"\\nFROM \\\"n20\\\"\\nGROUP BY \\\"V\\\"\\nORDER BY \\\"row_count\\\" DESC;\", \"columns\": [\"V\", \"row_count\"], \"rows\": [{\"V\": \"70.319999999999993\", \"row_count\": 61}, {\"V\": \"41.17\", \"row_count\": 61}, {\"V\": \"51.43\", \"row_count\": 47}, {\"V\": \"45.01\", \"row_count\": 46}, {\"V\": \"68.08\", \"row_count\": 45}, {\"V\": \"66.540000000000006\", \"row_count\": 44}, {\"V\": \"45.87\", \"row_count\": 42}, {\"V\": \"69.13\", \"row_count\": 41}, {\"V\": \"58.79\", \"row_count\": 41}, {\"V\": \"59.21\", \"row_count\": 40}, {\"V\": \"41.16\", \"row_count\": 40}, {\"V\": \"71.14\", \"row_count\": 39}, {\"V\": \"44.9\", \"row_count\": 39}, {\"V\": \"41.26\", \"row_count\": 38}, {\"V\": \"42.86\", \"row_count\": 37}, {\"V\": \"40.71\", \"row_count\": 37}, {\"V\": \"39.64\", \"row_count\": 37}, {\"V\": \"75.599999999999994\", \"row_count\": 36}, {\"V\": \"43.14\", \"row_count\": 34}, {\"V\": \"77.95\", \"row_count\": 33}, {\"V\": \"63.94\", \"row_count\": 33}, {\"V\": \"44.63\", \"row_count\": 33}, {\"V\": \"40.549999999999997\", \"row_count\": 32}, {\"V\": \"39.72\", \"row_count\": 32}, {\"V\": \"39.61\", \"row_count\": 32}, {\"V\": \"41.54\", \"row_count\": 30}, {\"V\": \"40.64\", \"row_count\": 30}, {\"V\": \"39.159999999999997\", \"row_count\": 29}, {\"V\": \"71.319999999999993\", \"row_count\": 28}, {\"V\": \"70.02\", \"row_count\": 28}, {\"V\": \"41.79\", \"row_count\": 28}, {\"V\": \"39.96\", \"row_count\": 28}, {\"V\": \"38.909999999999997\", \"row_count\": 28}, {\"V\": \"40.81\", \"row_count\": 27}, {\"V\": \"40.69\", \"row_count\": 27}, {\"V\": \"40\", \"row_count\": 27}, {\"V\": \"40.770000000000003\", \"row_count\": 26}, {\"V\": \"74.22\", \"row_count\": 24}, {\"V\": \"73.67\", \"row_count\": 24}, {\"V\": \"73.5\", \"row_count\": 24}, {\"V\": \"73.180000000000007\", \"row_count\": 24}, {\"V\": \"73.17\", \"row_count\": 24}, {\"V\": \"72.239999999999995\", \"row_count\": 24}, {\"V\": \"71.98\", \"row_count\": 24}, {\"V\": \"71.849999999999994\", \"row_count\": 24}, {\"V\": \"71.290000000000006\", \"row_count\": 24}, {\"V\": \"70.47\", \"row_count\": 24}, {\"V\": \"69.84\", \"row_count\": 24}, {\"V\": \"68.67\", \"row_count\": 24}, {\"V\": \"68.239999999999995\", \"row_count\": 24}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 10.8}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_d6bbc6f98b0d63af/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_d6bbc6f98b0d63af/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..9aad66ca4ae07f1f1088b7270381012d71456860 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_d6bbc6f98b0d63af/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "n20", + "started_at": "2026-05-19T15:33:04.603713+00:00", + "ended_at": "2026-05-19T15:33:18.989962+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n20_d6bbc6f98b0d63af", + "problem_id": "v2p_n20_b6519d6f13fbac7d", + "dataset_id": "n20", + "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=V.", + "bindings": { + "group_col": "V", + "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": 1017.26, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=rule", + "problem_index_within_template=7", + "sql_variant_index=1/1", + "binding_index=18" + ], + "template_selection_mode": "rule", + "selected_template_rank": 2, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/sql/v2q_n20_d6bbc6f98b0d63af.sql", + "usage_summary": { + "dataset_id": "n20", + "model": "v2-cli:codex", + "run_id": "v2q_n20_d6bbc6f98b0d63af", + "api_calls": 0, + "input_tokens": 13494, + "cached_input_tokens": 12032, + "output_tokens": 379, + "total_tokens": 13873, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14370.14, + "sql_execution_elapsed_ms_total": 10.8, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_d6bbc6f98b0d63af/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_d6bbc6f98b0d63af/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_d6bbc6f98b0d63af/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5be88ac413c33acf326e7a8cce2f56792a6432ca --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_d6bbc6f98b0d63af/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:33:18.976248+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": 14370.14, "started_at": "2026-05-19T15:33:04.604549+00:00", "ended_at": "2026-05-19T15:33:18.974724+00:00", "prompt_metrics": {"chars": 4466, "bytes_utf8": 4466, "lines": 154, "estimated_tokens": null}, "response_metrics": {"chars": 278, "bytes_utf8": 278, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13494, "cached_input_tokens": 12032, "output_tokens": 379, "reasoning_output_tokens": 298}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"V\\\", COUNT(*) AS \\\"row_count\\\"\\nFROM \\\"n20\\\"\\nGROUP BY \\\"V\\\"\\nORDER BY \\\"row_count\\\" DESC;\",\"notes\":\"Applied the provided Grouped Count by Category template with group_col bound to \\\"V\\\" on the single table \\\"n20\\\".\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_d6bbc6f98b0d63af/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_d6bbc6f98b0d63af/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..2089b28a6f1273372812b167421db0024716418f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_d6bbc6f98b0d63af/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n20", + "model": "v2-cli:codex", + "run_id": "v2q_n20_d6bbc6f98b0d63af", + "api_calls": 0, + "input_tokens": 13494, + "cached_input_tokens": 12032, + "output_tokens": 379, + "total_tokens": 13873, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14370.14, + "sql_execution_elapsed_ms_total": 10.8, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_d6bbc6f98b0d63af/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_d72bcf3a050a2338/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_d72bcf3a050a2338/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..3d359b3ffe4f40ee7cd9ba343290e5f73563dc93 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_d72bcf3a050a2338/run_manifest.json @@ -0,0 +1,72 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "n20", + "started_at": "2026-05-19T16:01:40.326359+00:00", + "ended_at": "2026-05-19T16:01:47.395566+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n20_d72bcf3a050a2338", + "problem_id": "v2p_n20_93ff1c07670db32d", + "dataset_id": "n20", + "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=V, condition_col=PE.", + "bindings": { + "group_col": "V", + "condition_col": "PE", + "condition_value": "468.8", + "positive_value": "468.8", + "negative_value": "434.01", + "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": 1017.26, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=rule", + "problem_index_within_template=7", + "sql_variant_index=1/2", + "binding_index=102" + ], + "template_selection_mode": "rule", + "selected_template_rank": 9, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_d72bcf3a050a2338/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_d72bcf3a050a2338/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e7ed0321b002d3b836ca9aac9c5a102bdb45568b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_d72bcf3a050a2338/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:01:43.459390+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": 3130.04, "started_at": "2026-05-19T16:01:40.328138+00:00", "ended_at": "2026-05-19T16:01:43.458217+00:00", "prompt_metrics": {"chars": 4807, "bytes_utf8": 4807, "lines": 159, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40f8-b110-7d52-85b4-2168062cc7ac\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:01:47.395473+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": 2934.24, "started_at": "2026-05-19T16:01:44.460459+00:00", "ended_at": "2026-05-19T16:01:47.394739+00:00", "prompt_metrics": {"chars": 4807, "bytes_utf8": 4807, "lines": 159, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40f8-c133-7173-af57-2a6251027f21\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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_a/n20/artifacts/v2q_n20_d8440913bce6c5e7/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_d8440913bce6c5e7/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..3ec7419f05615d80b53b08df2316a1c732210a68 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_d8440913bce6c5e7/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=V, condition_col=PE. +Result preview: [{"V": "79.05", "condition_rate": 0.25}, {"V": "76.2", "condition_rate": 0.07692307692307693}, {"V": "74.900000000000006", "condition_rate": 0.07692307692307693}, {"V": "70.400000000000006", "condition_rate": 0.0625}, {"V": "67.25", "condition_rate": 0.05}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_d8440913bce6c5e7/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_d8440913bce6c5e7/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..5dd2d55395ac098a5a09e644e906513e58a206fe --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_d8440913bce6c5e7/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: n20 +-- 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_n20_d8440913bce6c5e7 +-- problem_id: v2p_n20_2892d4f891924170 +-- realization_mode: agent +-- source_kind: agent +SELECT "V", + AVG(CASE WHEN CAST("PE" AS REAL) = 434.01 THEN 1 ELSE 0 END) AS condition_rate +FROM "n20" +GROUP BY "V" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_d8440913bce6c5e7/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_d8440913bce6c5e7/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..cb485a5e12ef7d1f81dc4dd3de3f7aa4b38351bd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_d8440913bce6c5e7/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 \"V\",\n AVG(CASE WHEN CAST(\"PE\" AS REAL) = 434.01 THEN 1 ELSE 0 END) AS condition_rate\nFROM \"n20\"\nGROUP BY \"V\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"V\\\",\\n AVG(CASE WHEN CAST(\\\"PE\\\" AS REAL) = 434.01 THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"n20\\\"\\nGROUP BY \\\"V\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"V\", \"condition_rate\"], \"rows\": [{\"V\": \"79.05\", \"condition_rate\": 0.25}, {\"V\": \"76.2\", \"condition_rate\": 0.07692307692307693}, {\"V\": \"74.900000000000006\", \"condition_rate\": 0.07692307692307693}, {\"V\": \"70.400000000000006\", \"condition_rate\": 0.0625}, {\"V\": \"67.25\", \"condition_rate\": 0.05}, {\"V\": \"67.45\", \"condition_rate\": 0.047619047619047616}, {\"V\": \"71.58\", \"condition_rate\": 0.045454545454545456}, {\"V\": \"71.319999999999993\", \"condition_rate\": 0.03571428571428571}, {\"V\": \"81.56\", \"condition_rate\": 0.0}, {\"V\": \"80.25\", \"condition_rate\": 0.0}, {\"V\": \"80.180000000000007\", \"condition_rate\": 0.0}, {\"V\": \"79.739999999999995\", \"condition_rate\": 0.0}, {\"V\": \"78.92\", \"condition_rate\": 0.0}, {\"V\": \"78.87\", \"condition_rate\": 0.0}, {\"V\": \"78.11\", \"condition_rate\": 0.0}, {\"V\": \"78.05\", \"condition_rate\": 0.0}, {\"V\": \"77.95\", \"condition_rate\": 0.0}, {\"V\": \"77.540000000000006\", \"condition_rate\": 0.0}, {\"V\": \"77.3\", \"condition_rate\": 0.0}, {\"V\": \"77.239999999999995\", \"condition_rate\": 0.0}, {\"V\": \"77.17\", \"condition_rate\": 0.0}, {\"V\": \"76.86\", \"condition_rate\": 0.0}, {\"V\": \"76.16\", \"condition_rate\": 0.0}, {\"V\": \"76.09\", \"condition_rate\": 0.0}, {\"V\": \"75.599999999999994\", \"condition_rate\": 0.0}, {\"V\": \"75.33\", \"condition_rate\": 0.0}, {\"V\": \"75.23\", \"condition_rate\": 0.0}, {\"V\": \"75.08\", \"condition_rate\": 0.0}, {\"V\": \"74.989999999999995\", \"condition_rate\": 0.0}, {\"V\": \"74.930000000000007\", \"condition_rate\": 0.0}, {\"V\": \"74.87\", \"condition_rate\": 0.0}, {\"V\": \"74.78\", \"condition_rate\": 0.0}, {\"V\": \"74.67\", \"condition_rate\": 0.0}, {\"V\": \"74.34\", \"condition_rate\": 0.0}, {\"V\": \"74.33\", \"condition_rate\": 0.0}, {\"V\": \"74.22\", \"condition_rate\": 0.0}, {\"V\": \"74.16\", \"condition_rate\": 0.0}, {\"V\": \"73.91\", \"condition_rate\": 0.0}, {\"V\": \"73.900000000000006\", \"condition_rate\": 0.0}, {\"V\": \"73.88\", \"condition_rate\": 0.0}, {\"V\": \"73.77\", \"condition_rate\": 0.0}, {\"V\": \"73.680000000000007\", \"condition_rate\": 0.0}, {\"V\": \"73.67\", \"condition_rate\": 0.0}, {\"V\": \"73.56\", \"condition_rate\": 0.0}, {\"V\": \"73.5\", \"condition_rate\": 0.0}, {\"V\": \"73.459999999999994\", \"condition_rate\": 0.0}, {\"V\": \"73.42\", \"condition_rate\": 0.0}, {\"V\": \"73.400000000000006\", \"condition_rate\": 0.0}, {\"V\": \"73.209999999999994\", \"condition_rate\": 0.0}, {\"V\": \"73.180000000000007\", \"condition_rate\": 0.0}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 8.03}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_d8440913bce6c5e7/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_d8440913bce6c5e7/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..cd9836fa099000a5d68544edb33a42dc149ce540 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_d8440913bce6c5e7/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "n20", + "started_at": "2026-05-19T16:01:05.016450+00:00", + "ended_at": "2026-05-19T16:01:17.573271+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n20_d8440913bce6c5e7", + "problem_id": "v2p_n20_2892d4f891924170", + "dataset_id": "n20", + "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=V, condition_col=PE.", + "bindings": { + "group_col": "V", + "condition_col": "PE", + "condition_value": "434.01", + "positive_value": "468.8", + "negative_value": "434.01", + "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": 25.72, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=rule", + "problem_index_within_template=5", + "sql_variant_index=2/2", + "binding_index=100" + ], + "template_selection_mode": "rule", + "selected_template_rank": 9, + "problem_index_within_template": 5, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/sql/v2q_n20_d8440913bce6c5e7.sql", + "usage_summary": { + "dataset_id": "n20", + "model": "v2-cli:codex", + "run_id": "v2q_n20_d8440913bce6c5e7", + "api_calls": 0, + "input_tokens": 13585, + "cached_input_tokens": 12032, + "output_tokens": 565, + "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": 12543.88, + "sql_execution_elapsed_ms_total": 8.03, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_d8440913bce6c5e7/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_d8440913bce6c5e7/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_d8440913bce6c5e7/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8a0d4f8e9db6f4b75875e3c62fc872ab97f438df --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_d8440913bce6c5e7/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T16:01:17.563010+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": 12543.88, "started_at": "2026-05-19T16:01:05.017623+00:00", "ended_at": "2026-05-19T16:01:17.561530+00:00", "prompt_metrics": {"chars": 4803, "bytes_utf8": 4803, "lines": 159, "estimated_tokens": null}, "response_metrics": {"chars": 389, "bytes_utf8": 389, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13585, "cached_input_tokens": 12032, "output_tokens": 565, "reasoning_output_tokens": 453}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"V\\\",\\n AVG(CASE WHEN CAST(\\\"PE\\\" AS REAL) = 434.01 THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"n20\\\"\\nGROUP BY \\\"V\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Uses the Grouped Condition Rate template with group_col=\\\"V\\\" and condition_col=\\\"PE\\\". \\\"PE\\\" is cast to REAL because the schema stores numeric fields as TEXT.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_d8440913bce6c5e7/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_d8440913bce6c5e7/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..ff079d7d05450b42d0214c5b549a462f50abc29a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_d8440913bce6c5e7/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n20", + "model": "v2-cli:codex", + "run_id": "v2q_n20_d8440913bce6c5e7", + "api_calls": 0, + "input_tokens": 13585, + "cached_input_tokens": 12032, + "output_tokens": 565, + "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": 12543.88, + "sql_execution_elapsed_ms_total": 8.03, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_d8440913bce6c5e7/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_dca32553e64ece33/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_dca32553e64ece33/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..91968c145f3bfc4593fca6b616c9c9bc3e5d4c4b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_dca32553e64ece33/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=V. +Result preview: [{"V": "70.319999999999993", "row_count": 61}, {"V": "41.17", "row_count": 61}, {"V": "51.43", "row_count": 47}, {"V": "45.01", "row_count": 46}, {"V": "68.08", "row_count": 45}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_dca32553e64ece33/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_dca32553e64ece33/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..db51548c136099966a85fabdc9f386ec3f20009b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_dca32553e64ece33/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: n20 +-- 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_n20_dca32553e64ece33 +-- problem_id: v2p_n20_2474c375aab9206f +-- realization_mode: agent +-- source_kind: agent +SELECT "V", COUNT(*) AS "row_count" +FROM "n20" +GROUP BY "V" +ORDER BY "row_count" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_dca32553e64ece33/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_dca32553e64ece33/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c17882b7a633d792eeb5c7de0ad1c882a9645c96 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_dca32553e64ece33/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 \"V\", COUNT(*) AS \"row_count\"\nFROM \"n20\"\nGROUP BY \"V\"\nORDER BY \"row_count\" DESC;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"V\\\", COUNT(*) AS \\\"row_count\\\"\\nFROM \\\"n20\\\"\\nGROUP BY \\\"V\\\"\\nORDER BY \\\"row_count\\\" DESC;\", \"columns\": [\"V\", \"row_count\"], \"rows\": [{\"V\": \"70.319999999999993\", \"row_count\": 61}, {\"V\": \"41.17\", \"row_count\": 61}, {\"V\": \"51.43\", \"row_count\": 47}, {\"V\": \"45.01\", \"row_count\": 46}, {\"V\": \"68.08\", \"row_count\": 45}, {\"V\": \"66.540000000000006\", \"row_count\": 44}, {\"V\": \"45.87\", \"row_count\": 42}, {\"V\": \"69.13\", \"row_count\": 41}, {\"V\": \"58.79\", \"row_count\": 41}, {\"V\": \"59.21\", \"row_count\": 40}, {\"V\": \"41.16\", \"row_count\": 40}, {\"V\": \"71.14\", \"row_count\": 39}, {\"V\": \"44.9\", \"row_count\": 39}, {\"V\": \"41.26\", \"row_count\": 38}, {\"V\": \"42.86\", \"row_count\": 37}, {\"V\": \"40.71\", \"row_count\": 37}, {\"V\": \"39.64\", \"row_count\": 37}, {\"V\": \"75.599999999999994\", \"row_count\": 36}, {\"V\": \"43.14\", \"row_count\": 34}, {\"V\": \"77.95\", \"row_count\": 33}, {\"V\": \"63.94\", \"row_count\": 33}, {\"V\": \"44.63\", \"row_count\": 33}, {\"V\": \"40.549999999999997\", \"row_count\": 32}, {\"V\": \"39.72\", \"row_count\": 32}, {\"V\": \"39.61\", \"row_count\": 32}, {\"V\": \"41.54\", \"row_count\": 30}, {\"V\": \"40.64\", \"row_count\": 30}, {\"V\": \"39.159999999999997\", \"row_count\": 29}, {\"V\": \"71.319999999999993\", \"row_count\": 28}, {\"V\": \"70.02\", \"row_count\": 28}, {\"V\": \"41.79\", \"row_count\": 28}, {\"V\": \"39.96\", \"row_count\": 28}, {\"V\": \"38.909999999999997\", \"row_count\": 28}, {\"V\": \"40.81\", \"row_count\": 27}, {\"V\": \"40.69\", \"row_count\": 27}, {\"V\": \"40\", \"row_count\": 27}, {\"V\": \"40.770000000000003\", \"row_count\": 26}, {\"V\": \"74.22\", \"row_count\": 24}, {\"V\": \"73.67\", \"row_count\": 24}, {\"V\": \"73.5\", \"row_count\": 24}, {\"V\": \"73.180000000000007\", \"row_count\": 24}, {\"V\": \"73.17\", \"row_count\": 24}, {\"V\": \"72.239999999999995\", \"row_count\": 24}, {\"V\": \"71.98\", \"row_count\": 24}, {\"V\": \"71.849999999999994\", \"row_count\": 24}, {\"V\": \"71.290000000000006\", \"row_count\": 24}, {\"V\": \"70.47\", \"row_count\": 24}, {\"V\": \"69.84\", \"row_count\": 24}, {\"V\": \"68.67\", \"row_count\": 24}, {\"V\": \"68.239999999999995\", \"row_count\": 24}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 5.07}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_dca32553e64ece33/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_dca32553e64ece33/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..a107c17d5e9b760c806ac5f8a182947ecb8b6bfb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_dca32553e64ece33/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "n20", + "started_at": "2026-05-19T15:31:34.269381+00:00", + "ended_at": "2026-05-19T15:31:57.237815+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n20_dca32553e64ece33", + "problem_id": "v2p_n20_2474c375aab9206f", + "dataset_id": "n20", + "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=V.", + "bindings": { + "group_col": "V", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 25.72, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=rule", + "problem_index_within_template=1", + "sql_variant_index=1/1", + "binding_index=12" + ], + "template_selection_mode": "rule", + "selected_template_rank": 2, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/sql/v2q_n20_dca32553e64ece33.sql", + "usage_summary": { + "dataset_id": "n20", + "model": "v2-cli:codex", + "run_id": "v2q_n20_dca32553e64ece33", + "api_calls": 0, + "input_tokens": 13493, + "cached_input_tokens": 12032, + "output_tokens": 508, + "total_tokens": 14001, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 22960.25, + "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_a/n20/artifacts/v2q_n20_dca32553e64ece33/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_dca32553e64ece33/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_dca32553e64ece33/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e0f47fb8858a2df65a6a84977124be34b2a0c99c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_dca32553e64ece33/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:31:57.231384+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": 22960.25, "started_at": "2026-05-19T15:31:34.270284+00:00", "ended_at": "2026-05-19T15:31:57.230564+00:00", "prompt_metrics": {"chars": 4464, "bytes_utf8": 4464, "lines": 154, "estimated_tokens": null}, "response_metrics": {"chars": 341, "bytes_utf8": 341, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13493, "cached_input_tokens": 12032, "output_tokens": 508, "reasoning_output_tokens": 415}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"V\\\", COUNT(*) AS \\\"row_count\\\"\\nFROM \\\"n20\\\"\\nGROUP BY \\\"V\\\"\\nORDER BY \\\"row_count\\\" DESC;\",\"notes\":\"Uses the provided grouped-count template with group_col bound to \\\"V\\\" on the single table \\\"n20\\\". Groups by the raw stored \\\"V\\\" values to inspect subgroup count distribution.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_dca32553e64ece33/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_dca32553e64ece33/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..172ddbf8573c0feb82dade0da0dc2ca8452becef --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_dca32553e64ece33/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n20", + "model": "v2-cli:codex", + "run_id": "v2q_n20_dca32553e64ece33", + "api_calls": 0, + "input_tokens": 13493, + "cached_input_tokens": 12032, + "output_tokens": 508, + "total_tokens": 14001, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 22960.25, + "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_a/n20/artifacts/v2q_n20_dca32553e64ece33/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_e017bf231e96053d/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_e017bf231e96053d/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..1a826000316ae2f627624fc57a1758f53ea028a9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_e017bf231e96053d/final_answer.txt @@ -0,0 +1 @@ +No rows were returned for: Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=V, measure_col=AP. \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_e017bf231e96053d/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_e017bf231e96053d/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..f0d9bfc983530261f7817b79b5d372fb460f6add --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_e017bf231e96053d/generated_sql.sql @@ -0,0 +1,26 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: n20 +-- 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_tpch_relative_total_threshold +-- query_record_id: v2q_n20_e017bf231e96053d +-- problem_id: v2p_n20_439f7110c679f924 +-- realization_mode: agent +-- source_kind: agent +WITH "grouped" AS ( + SELECT "V", SUM(CAST("AP" AS REAL)) AS "group_value" + FROM "n20" + GROUP BY "V" +), "total" AS ( + SELECT SUM("group_value") AS "total_value" + FROM "grouped" +) +SELECT g."V", g."group_value" +FROM "grouped" AS g +CROSS JOIN "total" AS t +WHERE g."group_value" > t."total_value" * 0.05 +ORDER BY g."group_value" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_e017bf231e96053d/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_e017bf231e96053d/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..51173239cb8955c142cbb67229333ed7cae24a1f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_e017bf231e96053d/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_tpch_relative_total_threshold\nWITH \"grouped\" AS (\n SELECT \"V\", SUM(CAST(\"AP\" AS REAL)) AS \"group_value\"\n FROM \"n20\"\n GROUP BY \"V\"\n), \"total\" AS (\n SELECT SUM(\"group_value\") AS \"total_value\"\n FROM \"grouped\"\n)\nSELECT g.\"V\", g.\"group_value\"\nFROM \"grouped\" AS g\nCROSS JOIN \"total\" AS t\nWHERE g.\"group_value\" > t.\"total_value\" * 0.05\nORDER BY g.\"group_value\" DESC;", "result": "{\"query\": \"-- template_id: tpl_tpch_relative_total_threshold\\nWITH \\\"grouped\\\" AS (\\n SELECT \\\"V\\\", SUM(CAST(\\\"AP\\\" AS REAL)) AS \\\"group_value\\\"\\n FROM \\\"n20\\\"\\n GROUP BY \\\"V\\\"\\n), \\\"total\\\" AS (\\n SELECT SUM(\\\"group_value\\\") AS \\\"total_value\\\"\\n FROM \\\"grouped\\\"\\n)\\nSELECT g.\\\"V\\\", g.\\\"group_value\\\"\\nFROM \\\"grouped\\\" AS g\\nCROSS JOIN \\\"total\\\" AS t\\nWHERE g.\\\"group_value\\\" > t.\\\"total_value\\\" * 0.05\\nORDER BY g.\\\"group_value\\\" DESC;\", \"columns\": [\"V\", \"group_value\"], \"rows\": [], \"row_count_returned\": 0, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 5.76}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_e017bf231e96053d/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_e017bf231e96053d/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..9815afa7848d929ca780cea8a83759275a308ea9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_e017bf231e96053d/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "n20", + "started_at": "2026-05-19T15:49:10.990227+00:00", + "ended_at": "2026-05-19T15:49:23.022829+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n20_e017bf231e96053d", + "problem_id": "v2p_n20_439f7110c679f924", + "dataset_id": "n20", + "template_id": "tpl_tpch_relative_total_threshold", + "template_name": "Relative-to-Total Extreme Threshold", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_mass_similarity", + "intended_facet_id": "tail_ranked_signal", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=V, measure_col=AP.", + "bindings": { + "group_col": "V", + "measure_col": "AP", + "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": 1015.48, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=rule", + "problem_index_within_template=7", + "sql_variant_index=2/2", + "binding_index=78" + ], + "template_selection_mode": "rule", + "selected_template_rank": 7, + "problem_index_within_template": 7, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/sql/v2q_n20_e017bf231e96053d.sql", + "usage_summary": { + "dataset_id": "n20", + "model": "v2-cli:codex", + "run_id": "v2q_n20_e017bf231e96053d", + "api_calls": 0, + "input_tokens": 13657, + "cached_input_tokens": 12672, + "output_tokens": 537, + "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": 12023.66, + "sql_execution_elapsed_ms_total": 5.76, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_e017bf231e96053d/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_e017bf231e96053d/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_e017bf231e96053d/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..edfdd177edb4e6c9b56a6ed52c9dfd1315959b58 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_e017bf231e96053d/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:49:23.015809+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": 12023.66, "started_at": "2026-05-19T15:49:10.991442+00:00", "ended_at": "2026-05-19T15:49:23.015132+00:00", "prompt_metrics": {"chars": 5101, "bytes_utf8": 5101, "lines": 156, "estimated_tokens": null}, "response_metrics": {"chars": 642, "bytes_utf8": 642, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13657, "cached_input_tokens": 12672, "output_tokens": 537, "reasoning_output_tokens": 346}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tpch_relative_total_threshold\\nWITH \\\"grouped\\\" AS (\\n SELECT \\\"V\\\", SUM(CAST(\\\"AP\\\" AS REAL)) AS \\\"group_value\\\"\\n FROM \\\"n20\\\"\\n GROUP BY \\\"V\\\"\\n), \\\"total\\\" AS (\\n SELECT SUM(\\\"group_value\\\") AS \\\"total_value\\\"\\n FROM \\\"grouped\\\"\\n)\\nSELECT g.\\\"V\\\", g.\\\"group_value\\\"\\nFROM \\\"grouped\\\" AS g\\nCROSS JOIN \\\"total\\\" AS t\\nWHERE g.\\\"group_value\\\" > t.\\\"total_value\\\" * 0.05\\nORDER BY g.\\\"group_value\\\" DESC;\",\"notes\":\"Applied the requested Relative-to-Total Extreme Threshold template with group_col=\\\"V\\\" and measure_col=\\\"AP\\\". CAST(\\\"AP\\\" AS REAL) is used because the schema stores numeric values as TEXT.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_e017bf231e96053d/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_e017bf231e96053d/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..e0f252434250921e0086153c0c682ba5808c0841 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_e017bf231e96053d/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n20", + "model": "v2-cli:codex", + "run_id": "v2q_n20_e017bf231e96053d", + "api_calls": 0, + "input_tokens": 13657, + "cached_input_tokens": 12672, + "output_tokens": 537, + "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": 12023.66, + "sql_execution_elapsed_ms_total": 5.76, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_e017bf231e96053d/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_e18b25305e68735e/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_e18b25305e68735e/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..ef62deeb2cff29b99d873eb1d267786ceb9bdfc3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_e18b25305e68735e/final_answer.txt @@ -0,0 +1 @@ +No rows were returned for: Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=V, measure_col=V. \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_e18b25305e68735e/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_e18b25305e68735e/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..27a54493e18d42bdcf6d823d8611d15148dccbd2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_e18b25305e68735e/generated_sql.sql @@ -0,0 +1,26 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: n20 +-- 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_tpch_relative_total_threshold +-- query_record_id: v2q_n20_e18b25305e68735e +-- problem_id: v2p_n20_e95e19b2bb07f3b9 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "V", SUM(CAST("V" AS REAL)) AS group_value + FROM "n20" + GROUP BY "V" +), total AS ( + SELECT SUM(group_value) AS total_value + FROM grouped +) +SELECT g."V", g.group_value +FROM grouped AS g +CROSS JOIN total AS t +WHERE g.group_value > t.total_value * 0.1 +ORDER BY g.group_value DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_e18b25305e68735e/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_e18b25305e68735e/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3b71290d8a6b4f64ff7c8ea11bd3002400b80e32 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_e18b25305e68735e/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_tpch_relative_total_threshold\nWITH grouped AS (\n SELECT \"V\", SUM(CAST(\"V\" AS REAL)) AS group_value\n FROM \"n20\"\n GROUP BY \"V\"\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.\"V\", g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * 0.1\nORDER BY g.group_value DESC;", "result": "{\"query\": \"-- template_id: tpl_tpch_relative_total_threshold\\nWITH grouped AS (\\n SELECT \\\"V\\\", SUM(CAST(\\\"V\\\" AS REAL)) AS group_value\\n FROM \\\"n20\\\"\\n GROUP BY \\\"V\\\"\\n), total AS (\\n SELECT SUM(group_value) AS total_value\\n FROM grouped\\n)\\nSELECT g.\\\"V\\\", g.group_value\\nFROM grouped AS g\\nCROSS JOIN total AS t\\nWHERE g.group_value > t.total_value * 0.1\\nORDER BY g.group_value DESC;\", \"columns\": [\"V\", \"group_value\"], \"rows\": [], \"row_count_returned\": 0, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 12.52}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_e18b25305e68735e/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_e18b25305e68735e/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..d72dd26935429cd8793341c1a1839fb961b23797 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_e18b25305e68735e/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "n20", + "started_at": "2026-05-19T15:48:34.718527+00:00", + "ended_at": "2026-05-19T15:48:44.943638+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n20_e18b25305e68735e", + "problem_id": "v2p_n20_e95e19b2bb07f3b9", + "dataset_id": "n20", + "template_id": "tpl_tpch_relative_total_threshold", + "template_name": "Relative-to-Total Extreme Threshold", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_mass_similarity", + "intended_facet_id": "tail_ranked_signal", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=V, measure_col=V.", + "bindings": { + "group_col": "V", + "measure_col": "V", + "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": 66.54, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=rule", + "problem_index_within_template=6", + "sql_variant_index=1/2", + "binding_index=77" + ], + "template_selection_mode": "rule", + "selected_template_rank": 7, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/sql/v2q_n20_e18b25305e68735e.sql", + "usage_summary": { + "dataset_id": "n20", + "model": "v2-cli:codex", + "run_id": "v2q_n20_e18b25305e68735e", + "api_calls": 0, + "input_tokens": 13656, + "cached_input_tokens": 12672, + "output_tokens": 466, + "total_tokens": 14122, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10207.13, + "sql_execution_elapsed_ms_total": 12.52, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_e18b25305e68735e/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_e18b25305e68735e/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_e18b25305e68735e/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6f7218e0885ad263a853542b600ee1af4f15bdc4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_e18b25305e68735e/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:48:44.928884+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": 10207.13, "started_at": "2026-05-19T15:48:34.720310+00:00", "ended_at": "2026-05-19T15:48:44.927486+00:00", "prompt_metrics": {"chars": 5095, "bytes_utf8": 5095, "lines": 156, "estimated_tokens": null}, "response_metrics": {"chars": 603, "bytes_utf8": 603, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13656, "cached_input_tokens": 12672, "output_tokens": 466, "reasoning_output_tokens": 303}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tpch_relative_total_threshold\\nWITH grouped AS (\\n SELECT \\\"V\\\", SUM(CAST(\\\"V\\\" AS REAL)) AS group_value\\n FROM \\\"n20\\\"\\n GROUP BY \\\"V\\\"\\n), total AS (\\n SELECT SUM(group_value) AS total_value\\n FROM grouped\\n)\\nSELECT g.\\\"V\\\", g.group_value\\nFROM grouped AS g\\nCROSS JOIN total AS t\\nWHERE g.group_value > t.total_value * 0.1\\nORDER BY g.group_value DESC;\",\"notes\":\"Used the provided Relative-to-Total Extreme Threshold template with group_col=\\\"V\\\" and measure_col=\\\"V\\\". CAST to REAL is required because the schema stores numeric fields as TEXT in SQLite.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_e18b25305e68735e/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_e18b25305e68735e/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..91269cd70618616dce2f2b95939fd3226f32b976 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_e18b25305e68735e/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n20", + "model": "v2-cli:codex", + "run_id": "v2q_n20_e18b25305e68735e", + "api_calls": 0, + "input_tokens": 13656, + "cached_input_tokens": 12672, + "output_tokens": 466, + "total_tokens": 14122, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10207.13, + "sql_execution_elapsed_ms_total": 12.52, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_e18b25305e68735e/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_e7be61c677747a6b/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_e7be61c677747a6b/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6f3937a9ff82de3de2f6be8d891746d2f4bef30d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_e7be61c677747a6b/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 4545, "bytes_utf8": 4545, "lines": 154, "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": 308, "bytes_utf8": 308, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13530, "cached_input_tokens": 12672, "output_tokens": 249, "reasoning_output_tokens": 156}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_e7be61c677747a6b/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_e7be61c677747a6b/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..2f537c094cd5b04607808f2ff4175378ec494ee2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_e7be61c677747a6b/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": "n20", + "model": "v2-cli:codex", + "run_id": "v2q_n20_e7be61c677747a6b", + "api_calls": 0, + "input_tokens": 13530, + "cached_input_tokens": 12672, + "output_tokens": 249, + "total_tokens": 13779, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 8404.39, + "sql_execution_elapsed_ms_total": 6.15, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_e7be61c677747a6b/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_e7be61c677747a6b/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_e7be61c677747a6b/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..9392cc86cf2ab9d8c10f4c11e76bc60fb61c0e05 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_e7be61c677747a6b/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:04:01.351044+00:00", + "ended_at": "2026-05-19T16:04:09.755464+00:00", + "elapsed_ms": 8404.39, + "prompt_metrics": { + "chars": 4545, + "bytes_utf8": 4545, + "lines": 154, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 661, + "bytes_utf8": 661, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 308, + "bytes_utf8": 308, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13530, + "cached_input_tokens": 12672, + "output_tokens": 249, + "reasoning_output_tokens": 156 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_e7be61c677747a6b/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_e7be61c677747a6b/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5a27351d9ad2227a85613f24c46213623d4e54cf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_e7be61c677747a6b/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,154 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n20 +- dataset_name: Combined Cycle Power Plant +- table_name: n20 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 4 feature columns and target `PE`. +- task_type: regression +- target_column: PE +- main_row_count: 9568 +- important_fields: +- AT: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for AT. +- V: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'subgroup_candidate'] desc=Numeric field for V. +- AP: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for AP. +- RH: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for RH. +- PE: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for PE. +- useful_field_combinations: [['V', 'AT', 'PE'], ['AT', 'V', 'PE']] +- fields_requiring_caution: ['PE', 'AT', 'V', 'AP'] +- source_url: https://archive.ics.uci.edu/dataset/294/combined+cycle+power+plant + +SQLite schema snapshot: +{ + "table_name": "n20", + "quoted_table_name": "\"n20\"", + "row_count": 9568, + "columns": [ + { + "name": "AT", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "AP", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PE", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "AT": "14.96", + "V": "41.76", + "AP": "1024.07", + "RH": "73.17", + "PE": "463.26" + }, + { + "AT": "25.18", + "V": "62.96", + "AP": "1020.04", + "RH": "59.08", + "PE": "444.37" + }, + { + "AT": "5.1100000000000003", + "V": "39.4", + "AP": "1012.16", + "RH": "92.14", + "PE": "488.56" + }, + { + "AT": "20.86", + "V": "57.32", + "AP": "1010.24", + "RH": "76.64", + "PE": "446.48" + }, + { + "AT": "10.82", + "V": "37.5", + "AP": "1009.23", + "RH": "96.62", + "PE": "473.9" + } + ] +} + +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": "n20", + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=V.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "V", + "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": 66.54, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_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_a/n20/artifacts/v2q_n20_e7be61c677747a6b/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_e7be61c677747a6b/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..8eb8974560ae3af8fc6ae0fbf85eab7901364983 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_e7be61c677747a6b/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fa-d7c6-7531-a1cb-d4558a26c8c8"} +{"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 \\\"V\\\",\\n COUNT(*) AS support\\nFROM \\\"n20\\\"\\nGROUP BY \\\"V\\\"\\nORDER BY support ASC, \\\"V\\\"\\nLIMIT 16;\",\"notes\":\"Uses the Low-Support Group Count template with group_col bound to \\\"V\\\" and top_k=16 to surface the least-supported V groups.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13530,"cached_input_tokens":12672,"output_tokens":249,"reasoning_output_tokens":156}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_e7be61c677747a6b/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_e7be61c677747a6b/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e299908e5304f0ba67f0e523e7a37ca90bd8eaea --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_e7be61c677747a6b/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"V\",\n COUNT(*) AS support\nFROM \"n20\"\nGROUP BY \"V\"\nORDER BY support ASC, \"V\"\nLIMIT 16;","notes":"Uses the Low-Support Group Count template with group_col bound to \"V\" and top_k=16 to surface the least-supported V groups."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_e7be61c677747a6b/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_e7be61c677747a6b/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_eb17e22847804f5f/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_eb17e22847804f5f/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..c896a2daaef10b44ae439e116db986fa93dda6c3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_eb17e22847804f5f/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=RH. +Result preview: [{"RH": "100.16"}, {"RH": "100.15"}, {"RH": "100.15"}, {"RH": "100.15"}, {"RH": "100.14"}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_eb17e22847804f5f/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_eb17e22847804f5f/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..bcf8165ff746066dd3a61c56879f04ae8ed4b65c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_eb17e22847804f5f/generated_sql.sql @@ -0,0 +1,23 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: n20 +-- 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_m4_quantile_tail_slice +-- query_record_id: v2q_n20_eb17e22847804f5f +-- problem_id: v2p_n20_0d271ebf1e7474f6 +-- realization_mode: agent +-- source_kind: agent +WITH buckets AS ( + SELECT "RH", + CAST("RH" AS REAL) AS "RH_num", + NTILE(10) OVER (ORDER BY CAST("RH" AS REAL) DESC) AS tail_bucket + FROM "n20" +) +SELECT "RH" +FROM buckets +WHERE tail_bucket = 1 +ORDER BY "RH_num" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_eb17e22847804f5f/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_eb17e22847804f5f/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..87f32a4f22a3fb23d7b54b85d398007154bee461 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_eb17e22847804f5f/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_quantile_tail_slice\nWITH buckets AS (\n SELECT \"RH\",\n CAST(\"RH\" AS REAL) AS \"RH_num\",\n NTILE(10) OVER (ORDER BY CAST(\"RH\" AS REAL) DESC) AS tail_bucket\n FROM \"n20\"\n)\nSELECT \"RH\"\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY \"RH_num\" DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_quantile_tail_slice\\nWITH buckets AS (\\n SELECT \\\"RH\\\",\\n CAST(\\\"RH\\\" AS REAL) AS \\\"RH_num\\\",\\n NTILE(10) OVER (ORDER BY CAST(\\\"RH\\\" AS REAL) DESC) AS tail_bucket\\n FROM \\\"n20\\\"\\n)\\nSELECT \\\"RH\\\"\\nFROM buckets\\nWHERE tail_bucket = 1\\nORDER BY \\\"RH_num\\\" DESC;\", \"columns\": [\"RH\"], \"rows\": [{\"RH\": \"100.16\"}, {\"RH\": \"100.15\"}, {\"RH\": \"100.15\"}, {\"RH\": \"100.15\"}, {\"RH\": \"100.14\"}, {\"RH\": \"100.13\"}, {\"RH\": \"100.13\"}, {\"RH\": \"100.13\"}, {\"RH\": \"100.13\"}, {\"RH\": \"100.13\"}, {\"RH\": \"100.13\"}, {\"RH\": \"100.13\"}, {\"RH\": \"100.12\"}, {\"RH\": \"100.12\"}, {\"RH\": \"100.12\"}, {\"RH\": \"100.12\"}, {\"RH\": \"100.11\"}, {\"RH\": \"100.11\"}, {\"RH\": \"100.11\"}, {\"RH\": \"100.1\"}, {\"RH\": \"100.1\"}, {\"RH\": \"100.1\"}, {\"RH\": \"100.1\"}, {\"RH\": \"100.1\"}, {\"RH\": \"100.1\"}, {\"RH\": \"100.09\"}, {\"RH\": \"100.09\"}, {\"RH\": \"100.09\"}, {\"RH\": \"100.09\"}, {\"RH\": \"100.09\"}, {\"RH\": \"100.09\"}, {\"RH\": \"100.09\"}, {\"RH\": \"100.09\"}, {\"RH\": \"100.09\"}, {\"RH\": \"100.09\"}, {\"RH\": \"100.09\"}, {\"RH\": \"100.09\"}, {\"RH\": \"100.09\"}, {\"RH\": \"100.09\"}, {\"RH\": \"100.09\"}, {\"RH\": \"100.09\"}, {\"RH\": \"100.09\"}, {\"RH\": \"100.09\"}, {\"RH\": \"100.09\"}, {\"RH\": \"100.09\"}, {\"RH\": \"100.09\"}, {\"RH\": \"100.09\"}, {\"RH\": \"100.09\"}, {\"RH\": \"100.09\"}, {\"RH\": \"100.09\"}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 30.56}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_eb17e22847804f5f/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_eb17e22847804f5f/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..21a3d3fc23dd01a218f4fa5007fd532d90ea8526 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_eb17e22847804f5f/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "n20", + "started_at": "2026-05-19T15:44:49.776850+00:00", + "ended_at": "2026-05-19T15:45:03.326283+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n20_eb17e22847804f5f", + "problem_id": "v2p_n20_0d271ebf1e7474f6", + "dataset_id": "n20", + "template_id": "tpl_m4_quantile_tail_slice", + "template_name": "Quantile Tail Slice", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=RH.", + "bindings": { + "measure_col": "RH", + "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": 84.83, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=rule", + "problem_index_within_template=4", + "sql_variant_index=1/1", + "binding_index=63" + ], + "template_selection_mode": "rule", + "selected_template_rank": 6, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/sql/v2q_n20_eb17e22847804f5f.sql", + "usage_summary": { + "dataset_id": "n20", + "model": "v2-cli:codex", + "run_id": "v2q_n20_eb17e22847804f5f", + "api_calls": 0, + "input_tokens": 13573, + "cached_input_tokens": 12672, + "output_tokens": 509, + "total_tokens": 14082, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13514.17, + "sql_execution_elapsed_ms_total": 30.56, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_eb17e22847804f5f/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_eb17e22847804f5f/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_eb17e22847804f5f/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ce3a0ecfe476f24ff45a0dcea8b129dddf997967 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_eb17e22847804f5f/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:45:03.293246+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": 13514.17, "started_at": "2026-05-19T15:44:49.777743+00:00", "ended_at": "2026-05-19T15:45:03.291943+00:00", "prompt_metrics": {"chars": 4726, "bytes_utf8": 4726, "lines": 154, "estimated_tokens": null}, "response_metrics": {"chars": 551, "bytes_utf8": 551, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13573, "cached_input_tokens": 12672, "output_tokens": 509, "reasoning_output_tokens": 356}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_m4_quantile_tail_slice\\nWITH buckets AS (\\n SELECT \\\"RH\\\",\\n CAST(\\\"RH\\\" AS REAL) AS \\\"RH_num\\\",\\n NTILE(10) OVER (ORDER BY CAST(\\\"RH\\\" AS REAL) DESC) AS tail_bucket\\n FROM \\\"n20\\\"\\n)\\nSELECT \\\"RH\\\"\\nFROM buckets\\nWHERE tail_bucket = 1\\nORDER BY \\\"RH_num\\\" DESC;\",\"notes\":\"Uses the planned Quantile Tail Slice template with measure_col bound to \\\"RH\\\". Casts \\\"RH\\\" to REAL because the SQLite column is stored as TEXT, so the tail bucket and final ordering are numeric rather than lexicographic.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_eb17e22847804f5f/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_eb17e22847804f5f/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..752b58454be3480059f9c94403fd839604000164 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_eb17e22847804f5f/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n20", + "model": "v2-cli:codex", + "run_id": "v2q_n20_eb17e22847804f5f", + "api_calls": 0, + "input_tokens": 13573, + "cached_input_tokens": 12672, + "output_tokens": 509, + "total_tokens": 14082, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13514.17, + "sql_execution_elapsed_ms_total": 30.56, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_eb17e22847804f5f/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_edcb40c89bd7aa65/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_edcb40c89bd7aa65/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..04cd51507ec32cdc9c990b7b3a320c6a6ac3561c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_edcb40c89bd7aa65/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 4721, "bytes_utf8": 4721, "lines": 156, "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": 1007, "bytes_utf8": 1007, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13556, "cached_input_tokens": 12672, "output_tokens": 2618, "reasoning_output_tokens": 2239}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_edcb40c89bd7aa65/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_edcb40c89bd7aa65/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..310c6a019e11eb27af8f60ce12c45d8830527593 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_edcb40c89bd7aa65/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": "n20", + "model": "v2-cli:codex", + "run_id": "v2q_n20_edcb40c89bd7aa65", + "api_calls": 0, + "input_tokens": 13556, + "cached_input_tokens": 12672, + "output_tokens": 2618, + "total_tokens": 16174, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 43975.25, + "sql_execution_elapsed_ms_total": 33.23, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_edcb40c89bd7aa65/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_edcb40c89bd7aa65/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_edcb40c89bd7aa65/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..130c12b10b638ba3edd6f8234e492901fff50fc0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_edcb40c89bd7aa65/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": "2026-05-19T15:50:23.126432+00:00", + "ended_at": "2026-05-19T15:51:07.101720+00:00", + "elapsed_ms": 43975.25, + "prompt_metrics": { + "chars": 4721, + "bytes_utf8": 4721, + "lines": 156, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1821, + "bytes_utf8": 1825, + "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": 1007, + "bytes_utf8": 1007, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13556, + "cached_input_tokens": 12672, + "output_tokens": 2618, + "reasoning_output_tokens": 2239 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_edcb40c89bd7aa65/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_edcb40c89bd7aa65/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5a6e34598e52fdf444a2eb66801354b72f85cf72 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_edcb40c89bd7aa65/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,156 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n20 +- dataset_name: Combined Cycle Power Plant +- table_name: n20 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 4 feature columns and target `PE`. +- task_type: regression +- target_column: PE +- main_row_count: 9568 +- important_fields: +- AT: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for AT. +- V: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'subgroup_candidate'] desc=Numeric field for V. +- AP: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for AP. +- RH: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for RH. +- PE: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for PE. +- useful_field_combinations: [['V', 'AT', 'PE'], ['AT', 'V', 'PE']] +- fields_requiring_caution: ['PE', 'AT', 'V', 'AP'] +- source_url: https://archive.ics.uci.edu/dataset/294/combined+cycle+power+plant + +SQLite schema snapshot: +{ + "table_name": "n20", + "quoted_table_name": "\"n20\"", + "row_count": 9568, + "columns": [ + { + "name": "AT", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "AP", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PE", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "AT": "14.96", + "V": "41.76", + "AP": "1024.07", + "RH": "73.17", + "PE": "463.26" + }, + { + "AT": "25.18", + "V": "62.96", + "AP": "1020.04", + "RH": "59.08", + "PE": "444.37" + }, + { + "AT": "5.1100000000000003", + "V": "39.4", + "AP": "1012.16", + "RH": "92.14", + "PE": "488.56" + }, + { + "AT": "20.86", + "V": "57.32", + "AP": "1010.24", + "RH": "76.64", + "PE": "446.48" + }, + { + "AT": "10.82", + "V": "37.5", + "AP": "1009.23", + "RH": "96.62", + "PE": "473.9" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n20", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=V, measure_col=AT.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "V", + "measure_col": "AT", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 25.72, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_edcb40c89bd7aa65/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_edcb40c89bd7aa65/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..74bf3fa9d46c8ebad2f04de8d8e624cc0d34eba2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_edcb40c89bd7aa65/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,5 @@ +{"type":"thread.started","thread_id":"019e40ee-5bad-7181-b063-23ee3fc1c265"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"I’m translating the requested percentile template into a SQLite-safe form. Since SQLite lacks `PERCENTILE_CONT` and the numeric columns are stored as `TEXT`, I’m using a window-function percentile approximation with explicit `CAST(... AS REAL)`."}} +{"type":"item.completed","item":{"id":"item_1","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"__base\\\" AS (\\n SELECT\\n CAST(\\\"V\\\" AS REAL) AS \\\"V\\\",\\n CAST(\\\"AT\\\" AS REAL) AS \\\"AT\\\"\\n FROM \\\"n20\\\"\\n WHERE \\\"V\\\" IS NOT NULL\\n AND \\\"AT\\\" IS NOT NULL\\n),\\n\\\"__ranked\\\" AS (\\n SELECT\\n \\\"V\\\",\\n \\\"AT\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"V\\\" ORDER BY \\\"AT\\\") AS \\\"__rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"V\\\") AS \\\"__cnt\\\"\\n FROM \\\"__base\\\"\\n),\\n\\\"__percentile\\\" AS (\\n SELECT\\n \\\"V\\\",\\n \\\"AT\\\" AS \\\"percentile_measure\\\",\\n \\\"__cnt\\\"\\n FROM \\\"__ranked\\\"\\n WHERE \\\"__rn\\\" = CAST(((95 * \\\"__cnt\\\") + 99) / 100 AS INTEGER)\\n)\\nSELECT\\n \\\"V\\\",\\n \\\"percentile_measure\\\"\\nFROM \\\"__percentile\\\"\\nWHERE \\\"__cnt\\\" >= 5\\nORDER BY \\\"percentile_measure\\\" DESC\\nLIMIT 14;\",\"notes\":\"SQLite-compatible nearest-rank approximation of the 95th percentile of \\\"AT\\\" within each exact \\\"V\\\" group, casting text columns to REAL, filtering to groups with at least 5 rows, and returning the top 14 groups by percentile value.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13556,"cached_input_tokens":12672,"output_tokens":2618,"reasoning_output_tokens":2239}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_edcb40c89bd7aa65/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_edcb40c89bd7aa65/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6f25698263db26aea286ffa82d604df2306e32ab --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_edcb40c89bd7aa65/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"__base\" AS (\n SELECT\n CAST(\"V\" AS REAL) AS \"V\",\n CAST(\"AT\" AS REAL) AS \"AT\"\n FROM \"n20\"\n WHERE \"V\" IS NOT NULL\n AND \"AT\" IS NOT NULL\n),\n\"__ranked\" AS (\n SELECT\n \"V\",\n \"AT\",\n ROW_NUMBER() OVER (PARTITION BY \"V\" ORDER BY \"AT\") AS \"__rn\",\n COUNT(*) OVER (PARTITION BY \"V\") AS \"__cnt\"\n FROM \"__base\"\n),\n\"__percentile\" AS (\n SELECT\n \"V\",\n \"AT\" AS \"percentile_measure\",\n \"__cnt\"\n FROM \"__ranked\"\n WHERE \"__rn\" = CAST(((95 * \"__cnt\") + 99) / 100 AS INTEGER)\n)\nSELECT\n \"V\",\n \"percentile_measure\"\nFROM \"__percentile\"\nWHERE \"__cnt\" >= 5\nORDER BY \"percentile_measure\" DESC\nLIMIT 14;","notes":"SQLite-compatible nearest-rank approximation of the 95th percentile of \"AT\" within each exact \"V\" group, casting text columns to REAL, filtering to groups with at least 5 rows, and returning the top 14 groups by percentile value."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_edcb40c89bd7aa65/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_edcb40c89bd7aa65/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_ee411a2ed78b2be2/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_ee411a2ed78b2be2/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..ff15abb2b83fd85420fb97daa73e15bdd8c0b129 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_ee411a2ed78b2be2/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=V, measure_col=AP. +Result preview: [{"V": "41.17", "total_measure": 62158.35}, {"V": "70.319999999999993", "total_measure": 61584.49}, {"V": "51.43", "total_measure": 47427.15}, {"V": "45.01", "total_measure": 46674.95}, {"V": "68.08", "total_measure": 45538.24}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_ee411a2ed78b2be2/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_ee411a2ed78b2be2/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..05cffaa00221bdc462d6fa877e26d4b888de6118 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_ee411a2ed78b2be2/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: n20 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_h2o_group_sum +-- query_record_id: v2q_n20_ee411a2ed78b2be2 +-- problem_id: v2p_n20_0113d5b8f57d4668 +-- realization_mode: agent +-- source_kind: agent +SELECT "V", SUM(CAST("AP" AS REAL)) AS "total_measure" +FROM "n20" +GROUP BY "V" +ORDER BY "total_measure" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_ee411a2ed78b2be2/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_ee411a2ed78b2be2/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0a0976a65b7d1f1092f8417c6aaf491356f3c3c6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_ee411a2ed78b2be2/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_h2o_group_sum\nSELECT \"V\", SUM(CAST(\"AP\" AS REAL)) AS \"total_measure\"\nFROM \"n20\"\nGROUP BY \"V\"\nORDER BY \"total_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"V\\\", SUM(CAST(\\\"AP\\\" AS REAL)) AS \\\"total_measure\\\"\\nFROM \\\"n20\\\"\\nGROUP BY \\\"V\\\"\\nORDER BY \\\"total_measure\\\" DESC;\", \"columns\": [\"V\", \"total_measure\"], \"rows\": [{\"V\": \"41.17\", \"total_measure\": 62158.35}, {\"V\": \"70.319999999999993\", \"total_measure\": 61584.49}, {\"V\": \"51.43\", \"total_measure\": 47427.15}, {\"V\": \"45.01\", \"total_measure\": 46674.95}, {\"V\": \"68.08\", \"total_measure\": 45538.24}, {\"V\": \"66.540000000000006\", \"total_measure\": 44324.13}, {\"V\": \"45.87\", \"total_measure\": 42369.7}, {\"V\": \"58.79\", \"total_measure\": 41573.0}, {\"V\": \"69.13\", \"total_measure\": 41267.63}, {\"V\": \"59.21\", \"total_measure\": 40624.15}, {\"V\": \"41.16\", \"total_measure\": 40568.72}, {\"V\": \"44.9\", \"total_measure\": 39563.05}, {\"V\": \"71.14\", \"total_measure\": 39540.91}, {\"V\": \"41.26\", \"total_measure\": 38634.05}, {\"V\": \"40.71\", \"total_measure\": 37765.090000000004}, {\"V\": \"42.86\", \"total_measure\": 37739.93}, {\"V\": \"39.64\", \"total_measure\": 37396.39}, {\"V\": \"75.599999999999994\", \"total_measure\": 36636.68}, {\"V\": \"43.14\", \"total_measure\": 34488.06}, {\"V\": \"44.63\", \"total_measure\": 33528.14}, {\"V\": \"63.94\", \"total_measure\": 33519.08}, {\"V\": \"77.95\", \"total_measure\": 33415.81}, {\"V\": \"39.61\", \"total_measure\": 32611.97}, {\"V\": \"40.549999999999997\", \"total_measure\": 32314.53}, {\"V\": \"39.72\", \"total_measure\": 32284.89}, {\"V\": \"40.64\", \"total_measure\": 30625.07}, {\"V\": \"41.54\", \"total_measure\": 30556.78}, {\"V\": \"39.159999999999997\", \"total_measure\": 29380.35}, {\"V\": \"39.96\", \"total_measure\": 28636.87}, {\"V\": \"38.909999999999997\", \"total_measure\": 28442.9}, {\"V\": \"41.79\", \"total_measure\": 28330.37}, {\"V\": \"70.02\", \"total_measure\": 28292.4}, {\"V\": \"71.319999999999993\", \"total_measure\": 28187.18}, {\"V\": \"40.81\", \"total_measure\": 27589.95}, {\"V\": \"40\", \"total_measure\": 27503.260000000002}, {\"V\": \"40.69\", \"total_measure\": 27444.51}, {\"V\": \"40.770000000000003\", \"total_measure\": 26433.66}, {\"V\": \"41.14\", \"total_measure\": 24644.27}, {\"V\": \"45\", \"total_measure\": 24545.45}, {\"V\": \"41.01\", \"total_measure\": 24523.39}, {\"V\": \"41.38\", \"total_measure\": 24514.53}, {\"V\": \"56.65\", \"total_measure\": 24496.31}, {\"V\": \"41.58\", \"total_measure\": 24461.03}, {\"V\": \"44.2\", \"total_measure\": 24453.06}, {\"V\": \"44.71\", \"total_measure\": 24425.01}, {\"V\": \"57.76\", \"total_measure\": 24421.55}, {\"V\": \"44.58\", \"total_measure\": 24419.21}, {\"V\": \"54.3\", \"total_measure\": 24413.39}, {\"V\": \"59.87\", \"total_measure\": 24406.96}, {\"V\": \"43.13\", \"total_measure\": 24404.28}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 13.69}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_ee411a2ed78b2be2/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_ee411a2ed78b2be2/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..89ad9215c65d5ffcdcf1ee04ec8b71b86bf56e76 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_ee411a2ed78b2be2/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "n20", + "started_at": "2026-05-19T15:29:03.411750+00:00", + "ended_at": "2026-05-19T15:29:14.246539+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n20_ee411a2ed78b2be2", + "problem_id": "v2p_n20_0113d5b8f57d4668", + "dataset_id": "n20", + "template_id": "tpl_h2o_group_sum", + "template_name": "Grouped Numeric Sum", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=V, measure_col=AP.", + "bindings": { + "group_col": "V", + "measure_col": "AP", + "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": 1015.48, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=rule", + "problem_index_within_template=3", + "sql_variant_index=2/2", + "binding_index=2" + ], + "template_selection_mode": "rule", + "selected_template_rank": 1, + "problem_index_within_template": 3, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/sql/v2q_n20_ee411a2ed78b2be2.sql", + "usage_summary": { + "dataset_id": "n20", + "model": "v2-cli:codex", + "run_id": "v2q_n20_ee411a2ed78b2be2", + "api_calls": 0, + "input_tokens": 13519, + "cached_input_tokens": 12032, + "output_tokens": 440, + "total_tokens": 13959, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10814.51, + "sql_execution_elapsed_ms_total": 13.69, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_ee411a2ed78b2be2/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_ee411a2ed78b2be2/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_ee411a2ed78b2be2/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..35e48c70f31343305678140e0833a2fd700b7d40 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_ee411a2ed78b2be2/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:29:14.229658+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": 10814.51, "started_at": "2026-05-19T15:29:03.412750+00:00", "ended_at": "2026-05-19T15:29:14.227294+00:00", "prompt_metrics": {"chars": 4545, "bytes_utf8": 4545, "lines": 156, "estimated_tokens": null}, "response_metrics": {"chars": 341, "bytes_utf8": 341, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13519, "cached_input_tokens": 12032, "output_tokens": 440, "reasoning_output_tokens": 344}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"V\\\", SUM(CAST(\\\"AP\\\" AS REAL)) AS \\\"total_measure\\\"\\nFROM \\\"n20\\\"\\nGROUP BY \\\"V\\\"\\nORDER BY \\\"total_measure\\\" DESC;\",\"notes\":\"Used the planned grouped-sum template with \\\"V\\\" as the grouping column and summed \\\"AP\\\" after casting to REAL because the schema stores numeric values as TEXT.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_ee411a2ed78b2be2/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_ee411a2ed78b2be2/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..6b66ca2fa0c4c6ea97bb2911ec1619baeb0d8269 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_ee411a2ed78b2be2/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n20", + "model": "v2-cli:codex", + "run_id": "v2q_n20_ee411a2ed78b2be2", + "api_calls": 0, + "input_tokens": 13519, + "cached_input_tokens": 12032, + "output_tokens": 440, + "total_tokens": 13959, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10814.51, + "sql_execution_elapsed_ms_total": 13.69, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_ee411a2ed78b2be2/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_eeaf092623a68a44/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_eeaf092623a68a44/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..549fe4d96cb589518671933e5ea5fbdbc8338990 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_eeaf092623a68a44/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "n20", + "started_at": "2026-05-19T16:06:13.460640+00:00", + "ended_at": "2026-05-19T16:06:20.013725+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n20_eeaf092623a68a44", + "problem_id": "v2p_n20_de0a5f491025f9ca", + "dataset_id": "n20", + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "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": "primary", + "extended_family": false, + "question": "Use template Thresholded Group Ranking to probe tail_set_consistency with semantic role filtered_stable_view. Focus on group_col=V, measure_col=AP.", + "bindings": { + "group_col": "V", + "measure_col": "AP", + "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": 1015.48, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\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=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_a/n20/artifacts/v2q_n20_eeaf092623a68a44/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_eeaf092623a68a44/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1261d489e78b48e0e842b97e9b23f585cd6c8881 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_eeaf092623a68a44/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:06:16.142046+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": 2679.63, "started_at": "2026-05-19T16:06:13.461612+00:00", "ended_at": "2026-05-19T16:06:16.141266+00:00", "prompt_metrics": {"chars": 4715, "bytes_utf8": 4715, "lines": 156, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40fc-dbd2-78e0-ae8c-f8516324c5c5\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:06:20.013619+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": 2869.13, "started_at": "2026-05-19T16:06:17.143501+00:00", "ended_at": "2026-05-19T16:06:20.012669+00:00", "prompt_metrics": {"chars": 4715, "bytes_utf8": 4715, "lines": 156, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40fc-ea4e-7ea1-8aa8-219cf964c564\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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_a/n20/artifacts/v2q_n20_f07934f9f27282cc/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_f07934f9f27282cc/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..f55c614a18180d128b213f433bfb539cf2b87b31 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_f07934f9f27282cc/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=V, measure_col=V. +Result preview: [{"V": 35.85, "AT": 14.43, "total_measure": 35.85, "share_within_group": 100.0}, {"V": 36.43, "AT": 11.87, "total_measure": 36.43, "share_within_group": 100.0}, {"V": 36.54, "AT": 9.47, "total_measure": 36.54, "share_within_group": 100.0}, {"V": 37.86, "AT": 14.57, "total_measure": 37.86, "share_within_group": 100.0}, {"V": 37.9, "AT": 13.3, "total_measure": 37.9, "share_within_group": 100.0}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_f07934f9f27282cc/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_f07934f9f27282cc/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..362458dee197aedf2b2c09d38c1dec1855f0586c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_f07934f9f27282cc/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: n20 +-- 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_tpcds_within_group_share +-- query_record_id: v2q_n20_f07934f9f27282cc +-- problem_id: v2p_n20_5faaeefaefa97ba5 +-- realization_mode: agent +-- source_kind: agent +SELECT CAST("V" AS REAL) AS "V", CAST("AT" AS REAL) AS "AT", + SUM(CAST("V" AS REAL)) AS total_measure, + SUM(CAST("V" AS REAL)) * 100.0 / SUM(SUM(CAST("V" AS REAL))) OVER (PARTITION BY CAST("V" AS REAL)) AS share_within_group +FROM "n20" +GROUP BY CAST("V" AS REAL), CAST("AT" AS REAL) +ORDER BY share_within_group DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_f07934f9f27282cc/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_f07934f9f27282cc/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..073ca750163bc6422c5224cb154c9c69115d2da7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_f07934f9f27282cc/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_tpcds_within_group_share\nSELECT CAST(\"V\" AS REAL) AS \"V\", CAST(\"AT\" AS REAL) AS \"AT\",\n SUM(CAST(\"V\" AS REAL)) AS total_measure,\n SUM(CAST(\"V\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"V\" AS REAL))) OVER (PARTITION BY CAST(\"V\" AS REAL)) AS share_within_group\nFROM \"n20\"\nGROUP BY CAST(\"V\" AS REAL), CAST(\"AT\" AS REAL)\nORDER BY share_within_group DESC;", "result": "{\"query\": \"-- template_id: tpl_tpcds_within_group_share\\nSELECT CAST(\\\"V\\\" AS REAL) AS \\\"V\\\", CAST(\\\"AT\\\" AS REAL) AS \\\"AT\\\",\\n SUM(CAST(\\\"V\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"V\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"V\\\" AS REAL))) OVER (PARTITION BY CAST(\\\"V\\\" AS REAL)) AS share_within_group\\nFROM \\\"n20\\\"\\nGROUP BY CAST(\\\"V\\\" AS REAL), CAST(\\\"AT\\\" AS REAL)\\nORDER BY share_within_group DESC;\", \"columns\": [\"V\", \"AT\", \"total_measure\", \"share_within_group\"], \"rows\": [{\"V\": 35.85, \"AT\": 14.43, \"total_measure\": 35.85, \"share_within_group\": 100.0}, {\"V\": 36.43, \"AT\": 11.87, \"total_measure\": 36.43, \"share_within_group\": 100.0}, {\"V\": 36.54, \"AT\": 9.47, \"total_measure\": 36.54, \"share_within_group\": 100.0}, {\"V\": 37.86, \"AT\": 14.57, \"total_measure\": 37.86, \"share_within_group\": 100.0}, {\"V\": 37.9, \"AT\": 13.3, \"total_measure\": 37.9, \"share_within_group\": 100.0}, {\"V\": 37.91, \"AT\": 13.18, \"total_measure\": 37.91, \"share_within_group\": 100.0}, {\"V\": 38.92, \"AT\": 14.48, \"total_measure\": 38.92, \"share_within_group\": 100.0}, {\"V\": 39.08, \"AT\": 17.68, \"total_measure\": 39.08, \"share_within_group\": 100.0}, {\"V\": 40.33, \"AT\": 20.13, \"total_measure\": 40.33, \"share_within_group\": 100.0}, {\"V\": 41.43, \"AT\": 15.19, \"total_measure\": 41.43, \"share_within_group\": 100.0}, {\"V\": 44.3, \"AT\": 21.24, \"total_measure\": 44.3, \"share_within_group\": 100.0}, {\"V\": 44.37, \"AT\": 32.45, \"total_measure\": 44.37, \"share_within_group\": 100.0}, {\"V\": 45.76, \"AT\": 16.2, \"total_measure\": 45.76, \"share_within_group\": 100.0}, {\"V\": 45.78, \"AT\": 13.78, \"total_measure\": 45.78, \"share_within_group\": 100.0}, {\"V\": 46.9, \"AT\": 14.91, \"total_measure\": 46.9, \"share_within_group\": 100.0}, {\"V\": 50.39, \"AT\": 23.87, \"total_measure\": 50.39, \"share_within_group\": 100.0}, {\"V\": 53.3, \"AT\": 30.63, \"total_measure\": 53.3, \"share_within_group\": 100.0}, {\"V\": 53.53, \"AT\": 31.99, \"total_measure\": 53.53, \"share_within_group\": 100.0}, {\"V\": 54.89, \"AT\": 28.88, \"total_measure\": 54.89, \"share_within_group\": 100.0}, {\"V\": 55.28, \"AT\": 18.38, \"total_measure\": 55.28, \"share_within_group\": 100.0}, {\"V\": 55.68, \"AT\": 29.16, \"total_measure\": 55.68, \"share_within_group\": 100.0}, {\"V\": 56.24, \"AT\": 30.44, \"total_measure\": 56.24, \"share_within_group\": 100.0}, {\"V\": 56.51, \"AT\": 19.09, \"total_measure\": 56.51, \"share_within_group\": 100.0}, {\"V\": 56.86, \"AT\": 28.81, \"total_measure\": 56.86, \"share_within_group\": 100.0}, {\"V\": 57.35, \"AT\": 29.7, \"total_measure\": 57.35, \"share_within_group\": 100.0}, {\"V\": 57.55, \"AT\": 28.75, \"total_measure\": 57.55, \"share_within_group\": 100.0}, {\"V\": 57.82, \"AT\": 28.52, \"total_measure\": 57.82, \"share_within_group\": 100.0}, {\"V\": 60.06, \"AT\": 26.33, \"total_measure\": 60.06, \"share_within_group\": 100.0}, {\"V\": 61.85, \"AT\": 29.85, \"total_measure\": 61.85, \"share_within_group\": 100.0}, {\"V\": 62.34, \"AT\": 30.01, \"total_measure\": 62.34, \"share_within_group\": 100.0}, {\"V\": 64.09, \"AT\": 28.07, \"total_measure\": 64.09, \"share_within_group\": 100.0}, {\"V\": 64.34, \"AT\": 27.45, \"total_measure\": 64.34, \"share_within_group\": 100.0}, {\"V\": 65.75, \"AT\": 24.87, \"total_measure\": 65.75, \"share_within_group\": 100.0}, {\"V\": 66.85, \"AT\": 29.27, \"total_measure\": 66.85, \"share_within_group\": 100.0}, {\"V\": 67.98, \"AT\": 27.01, \"total_measure\": 67.98, \"share_within_group\": 100.0}, {\"V\": 68.37, \"AT\": 24.85, \"total_measure\": 68.37, \"share_within_group\": 100.0}, {\"V\": 70.09, \"AT\": 24.85, \"total_measure\": 70.09, \"share_within_group\": 100.0}, {\"V\": 73.11, \"AT\": 22.89, \"total_measure\": 73.11, \"share_within_group\": 100.0}, {\"V\": 73.46, \"AT\": 24.07, \"total_measure\": 73.46, \"share_within_group\": 100.0}, {\"V\": 76.16, \"AT\": 24.95, \"total_measure\": 76.16, \"share_within_group\": 100.0}, {\"V\": 78.11, \"AT\": 21.16, \"total_measure\": 78.11, \"share_within_group\": 100.0}, {\"V\": 80.25, \"AT\": 22.89, \"total_measure\": 80.25, \"share_within_group\": 100.0}, {\"V\": 81.56, \"AT\": 21.37, \"total_measure\": 81.56, \"share_within_group\": 100.0}, {\"V\": 44.66, \"AT\": 14.42, \"total_measure\": 44.66, \"share_within_group\": 50.00000000000001}, {\"V\": 44.66, \"AT\": 14.47, \"total_measure\": 44.66, \"share_within_group\": 50.00000000000001}, {\"V\": 38.53, \"AT\": 12.88, \"total_measure\": 38.53, \"share_within_group\": 50.0}, {\"V\": 38.53, \"AT\": 13.67, \"total_measure\": 38.53, \"share_within_group\": 50.0}, {\"V\": 39.1, \"AT\": 11.46, \"total_measure\": 39.1, \"share_within_group\": 50.0}, {\"V\": 39.1, \"AT\": 11.6, \"total_measure\": 39.1, \"share_within_group\": 50.0}, {\"V\": 42.67, \"AT\": 23.19, \"total_measure\": 42.67, \"share_within_group\": 50.0}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 33.68}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_f07934f9f27282cc/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_f07934f9f27282cc/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..2bb26640290f77d3e0ba2fdbeeba107312e41057 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_f07934f9f27282cc/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "n20", + "started_at": "2026-05-19T15:36:15.297798+00:00", + "ended_at": "2026-05-19T15:36:30.395626+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n20_f07934f9f27282cc", + "problem_id": "v2p_n20_5faaeefaefa97ba5", + "dataset_id": "n20", + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=V, measure_col=V.", + "bindings": { + "group_col": "V", + "measure_col": "V", + "item_col": "AT", + "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": 62.52, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "item_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=rule", + "problem_index_within_template=6", + "sql_variant_index=2/2", + "binding_index=29" + ], + "template_selection_mode": "rule", + "selected_template_rank": 3, + "problem_index_within_template": 6, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/sql/v2q_n20_f07934f9f27282cc.sql", + "usage_summary": { + "dataset_id": "n20", + "model": "v2-cli:codex", + "run_id": "v2q_n20_f07934f9f27282cc", + "api_calls": 0, + "input_tokens": 13636, + "cached_input_tokens": 12032, + "output_tokens": 702, + "total_tokens": 14338, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15060.13, + "sql_execution_elapsed_ms_total": 33.68, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_f07934f9f27282cc/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_f07934f9f27282cc/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_f07934f9f27282cc/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ae3c5c6f788c3b31e444e53ec00415ebb3e99420 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_f07934f9f27282cc/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:36:30.359833+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": 15060.13, "started_at": "2026-05-19T15:36:15.298808+00:00", "ended_at": "2026-05-19T15:36:30.358965+00:00", "prompt_metrics": {"chars": 4946, "bytes_utf8": 4946, "lines": 158, "estimated_tokens": null}, "response_metrics": {"chars": 623, "bytes_utf8": 623, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13636, "cached_input_tokens": 12032, "output_tokens": 702, "reasoning_output_tokens": 516}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT CAST(\\\"V\\\" AS REAL) AS \\\"V\\\", CAST(\\\"AT\\\" AS REAL) AS \\\"AT\\\",\\n SUM(CAST(\\\"V\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"V\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"V\\\" AS REAL))) OVER (PARTITION BY CAST(\\\"V\\\" AS REAL)) AS share_within_group\\nFROM \\\"n20\\\"\\nGROUP BY CAST(\\\"V\\\" AS REAL), CAST(\\\"AT\\\" AS REAL)\\nORDER BY share_within_group DESC;\",\"notes\":\"Applied the provided Within-Group Share of Total template with group_col=\\\"V\\\", item_col=\\\"AT\\\", and measure_col=\\\"V\\\". Since the SQLite columns are stored as TEXT, the numeric fields are cast to REAL.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_f07934f9f27282cc/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_f07934f9f27282cc/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..1a9b512f1255b7942d98ee9c0d20fa91507c5965 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_f07934f9f27282cc/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n20", + "model": "v2-cli:codex", + "run_id": "v2q_n20_f07934f9f27282cc", + "api_calls": 0, + "input_tokens": 13636, + "cached_input_tokens": 12032, + "output_tokens": 702, + "total_tokens": 14338, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15060.13, + "sql_execution_elapsed_ms_total": 33.68, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_f07934f9f27282cc/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_f144548744244899/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_f144548744244899/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..048053e4f1e733ec4018247f2de41f8549dcaf69 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_f144548744244899/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 4542, "bytes_utf8": 4542, "lines": 156, "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": 339, "bytes_utf8": 339, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13518, "cached_input_tokens": 12032, "output_tokens": 522, "reasoning_output_tokens": 424}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_f144548744244899/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_f144548744244899/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..9f4e72d43ee779d05dc8fb432293545fb8e79a0d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_f144548744244899/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": "n20", + "model": "v2-cli:codex", + "run_id": "v2q_n20_f144548744244899", + "api_calls": 0, + "input_tokens": 13518, + "cached_input_tokens": 12032, + "output_tokens": 522, + "total_tokens": 14040, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13591.59, + "sql_execution_elapsed_ms_total": 5.82, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_f144548744244899/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_f144548744244899/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_f144548744244899/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..c6e2773c9ee8e2924b218725710c0dad948bc780 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_f144548744244899/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": "2026-05-19T15:29:39.617353+00:00", + "ended_at": "2026-05-19T15:29:53.208968+00:00", + "elapsed_ms": 13591.59, + "prompt_metrics": { + "chars": 4542, + "bytes_utf8": 4542, + "lines": 156, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 697, + "bytes_utf8": 697, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 339, + "bytes_utf8": 339, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13518, + "cached_input_tokens": 12032, + "output_tokens": 522, + "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_a/n20/artifacts/v2q_n20_f144548744244899/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_f144548744244899/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4073ddf5168d74c948fcbdd27ae43e1739cd0ee4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_f144548744244899/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,156 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n20 +- dataset_name: Combined Cycle Power Plant +- table_name: n20 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 4 feature columns and target `PE`. +- task_type: regression +- target_column: PE +- main_row_count: 9568 +- important_fields: +- AT: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for AT. +- V: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'subgroup_candidate'] desc=Numeric field for V. +- AP: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for AP. +- RH: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for RH. +- PE: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for PE. +- useful_field_combinations: [['V', 'AT', 'PE'], ['AT', 'V', 'PE']] +- fields_requiring_caution: ['PE', 'AT', 'V', 'AP'] +- source_url: https://archive.ics.uci.edu/dataset/294/combined+cycle+power+plant + +SQLite schema snapshot: +{ + "table_name": "n20", + "quoted_table_name": "\"n20\"", + "row_count": 9568, + "columns": [ + { + "name": "AT", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "AP", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PE", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "AT": "14.96", + "V": "41.76", + "AP": "1024.07", + "RH": "73.17", + "PE": "463.26" + }, + { + "AT": "25.18", + "V": "62.96", + "AP": "1020.04", + "RH": "59.08", + "PE": "444.37" + }, + { + "AT": "5.1100000000000003", + "V": "39.4", + "AP": "1012.16", + "RH": "92.14", + "PE": "488.56" + }, + { + "AT": "20.86", + "V": "57.32", + "AP": "1010.24", + "RH": "76.64", + "PE": "446.48" + }, + { + "AT": "10.82", + "V": "37.5", + "AP": "1009.23", + "RH": "96.62", + "PE": "473.9" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_h2o_group_sum", + "template_name": "Grouped Numeric Sum", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n20", + "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=V, measure_col=AT.", + "planned_template_id": "tpl_h2o_group_sum", + "bindings": { + "group_col": "V", + "measure_col": "AT", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 25.72, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_f144548744244899/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_f144548744244899/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..968792ae8d2bba5594a418ab67a913ab1baeec3e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_f144548744244899/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40db-6222-7cc2-902a-58f5d5b9f66e"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_h2o_group_sum.\\nSELECT \\\"V\\\", SUM(CAST(\\\"AT\\\" AS REAL)) AS total_measure\\nFROM \\\"n20\\\"\\nGROUP BY \\\"V\\\"\\nORDER BY total_measure DESC;\",\"notes\":\"Used the provided grouped-sum template with group_col=\\\"V\\\" and measure_col=\\\"AT\\\". CAST(\\\"AT\\\" AS REAL) is required because the schema stores numeric fields as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13518,"cached_input_tokens":12032,"output_tokens":522,"reasoning_output_tokens":424}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_f144548744244899/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_f144548744244899/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5c2bce10190c52324687696a78174fe86bbd82b0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_f144548744244899/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_h2o_group_sum.\nSELECT \"V\", SUM(CAST(\"AT\" AS REAL)) AS total_measure\nFROM \"n20\"\nGROUP BY \"V\"\nORDER BY total_measure DESC;","notes":"Used the provided grouped-sum template with group_col=\"V\" and measure_col=\"AT\". CAST(\"AT\" AS REAL) is required because the schema stores numeric fields as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_f144548744244899/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_f144548744244899/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_f1fe467009966f8e/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_f1fe467009966f8e/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ed1ca859391fa71bd29581f33291db43887af6f6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_f1fe467009966f8e/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5101, "bytes_utf8": 5101, "lines": 156, "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": 662, "bytes_utf8": 662, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13657, "cached_input_tokens": 12032, "output_tokens": 664, "reasoning_output_tokens": 479}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_f1fe467009966f8e/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_f1fe467009966f8e/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..8412ebf739916c0a28d9d025b6cbba89f74c891d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_f1fe467009966f8e/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": "n20", + "model": "v2-cli:codex", + "run_id": "v2q_n20_f1fe467009966f8e", + "api_calls": 0, + "input_tokens": 13657, + "cached_input_tokens": 12032, + "output_tokens": 664, + "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": 23857.14, + "sql_execution_elapsed_ms_total": 16.13, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_f1fe467009966f8e/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_f1fe467009966f8e/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_f1fe467009966f8e/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..57d5bf5587acc1a046000f53ff99c7456c51b98c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_f1fe467009966f8e/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": "2026-05-19T15:47:14.958030+00:00", + "ended_at": "2026-05-19T15:47:38.815210+00:00", + "elapsed_ms": 23857.14, + "prompt_metrics": { + "chars": 5101, + "bytes_utf8": 5101, + "lines": 156, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 2060, + "bytes_utf8": 2060, + "lines": 7, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 662, + "bytes_utf8": 662, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13657, + "cached_input_tokens": 12032, + "output_tokens": 664, + "reasoning_output_tokens": 479 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_f1fe467009966f8e/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_f1fe467009966f8e/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..78647e5269cebdb2d0f6fe2b049ca9dd937867a7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_f1fe467009966f8e/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,156 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n20 +- dataset_name: Combined Cycle Power Plant +- table_name: n20 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 4 feature columns and target `PE`. +- task_type: regression +- target_column: PE +- main_row_count: 9568 +- important_fields: +- AT: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for AT. +- V: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'subgroup_candidate'] desc=Numeric field for V. +- AP: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for AP. +- RH: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for RH. +- PE: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for PE. +- useful_field_combinations: [['V', 'AT', 'PE'], ['AT', 'V', 'PE']] +- fields_requiring_caution: ['PE', 'AT', 'V', 'AP'] +- source_url: https://archive.ics.uci.edu/dataset/294/combined+cycle+power+plant + +SQLite schema snapshot: +{ + "table_name": "n20", + "quoted_table_name": "\"n20\"", + "row_count": 9568, + "columns": [ + { + "name": "AT", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "AP", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PE", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "AT": "14.96", + "V": "41.76", + "AP": "1024.07", + "RH": "73.17", + "PE": "463.26" + }, + { + "AT": "25.18", + "V": "62.96", + "AP": "1020.04", + "RH": "59.08", + "PE": "444.37" + }, + { + "AT": "5.1100000000000003", + "V": "39.4", + "AP": "1012.16", + "RH": "92.14", + "PE": "488.56" + }, + { + "AT": "20.86", + "V": "57.32", + "AP": "1010.24", + "RH": "76.64", + "PE": "446.48" + }, + { + "AT": "10.82", + "V": "37.5", + "AP": "1009.23", + "RH": "96.62", + "PE": "473.9" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_relative_total_threshold", + "template_name": "Relative-to-Total Extreme Threshold", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n20", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=V, measure_col=AP.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "V", + "measure_col": "AP", + "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": 1015.48, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_f1fe467009966f8e/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_f1fe467009966f8e/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..dabbc3badee97266678dab1a12420d71a7db69a1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_f1fe467009966f8e/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,7 @@ +{"type":"thread.started","thread_id":"019e40eb-7d04-74c1-99bb-aff31a753eb8"} +{"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 1993065, Requested 14292. Please try again in 220ms. 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 1995530, Requested 14292. Please try again in 294ms. 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 1992700, Requested 14292. Please try again in 209ms. 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_tpch_relative_total_threshold\\nWITH grouped AS (\\n SELECT CAST(\\\"V\\\" AS REAL) AS \\\"V\\\", SUM(CAST(\\\"AP\\\" AS REAL)) AS \\\"group_value\\\"\\n FROM \\\"n20\\\"\\n GROUP BY CAST(\\\"V\\\" AS REAL)\\n), total AS (\\n SELECT SUM(\\\"group_value\\\") AS \\\"total_value\\\"\\n FROM grouped\\n)\\nSELECT g.\\\"V\\\", g.\\\"group_value\\\"\\nFROM grouped AS g\\nCROSS JOIN total AS t\\nWHERE g.\\\"group_value\\\" > t.\\\"total_value\\\" * 0.05\\nORDER BY g.\\\"group_value\\\" DESC;\",\"notes\":\"Applied the Relative-to-Total Extreme Threshold template with group_col=\\\"V\\\" and measure_col=\\\"AP\\\". Numeric casts are required because the SQLite schema stores these fields as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13657,"cached_input_tokens":12032,"output_tokens":664,"reasoning_output_tokens":479}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_f1fe467009966f8e/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_f1fe467009966f8e/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a5f250c0d5019ec3df2320dd83527369a7435770 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_f1fe467009966f8e/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_relative_total_threshold\nWITH grouped AS (\n SELECT CAST(\"V\" AS REAL) AS \"V\", SUM(CAST(\"AP\" AS REAL)) AS \"group_value\"\n FROM \"n20\"\n GROUP BY CAST(\"V\" AS REAL)\n), total AS (\n SELECT SUM(\"group_value\") AS \"total_value\"\n FROM grouped\n)\nSELECT g.\"V\", g.\"group_value\"\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.\"group_value\" > t.\"total_value\" * 0.05\nORDER BY g.\"group_value\" DESC;","notes":"Applied the Relative-to-Total Extreme Threshold template with group_col=\"V\" and measure_col=\"AP\". Numeric casts are required because the SQLite schema stores these fields as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_f1fe467009966f8e/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_f1fe467009966f8e/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_f2dc68ada1550ffa/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_f2dc68ada1550ffa/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..a28397826be4982532d6053327edf04789fbc089 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_f2dc68ada1550ffa/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=AP. +Result preview: [{"AP": 1033.3}, {"AP": 1033.29}, {"AP": 1033.25}, {"AP": 1033.19}, {"AP": 1033.14}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_f2dc68ada1550ffa/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_f2dc68ada1550ffa/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..e09a72890a20b3adb60fc51b54c9e400f1114a94 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_f2dc68ada1550ffa/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: n20 +-- 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_m4_quantile_tail_slice +-- query_record_id: v2q_n20_f2dc68ada1550ffa +-- problem_id: v2p_n20_022ccb23b2ad0579 +-- realization_mode: agent +-- source_kind: agent +WITH buckets AS ( + SELECT CAST("AP" AS REAL) AS "AP", + NTILE(10) OVER (ORDER BY CAST("AP" AS REAL) DESC) AS tail_bucket + FROM "n20" +) +SELECT "AP" +FROM buckets +WHERE tail_bucket = 1 +ORDER BY "AP" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_f2dc68ada1550ffa/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_f2dc68ada1550ffa/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3341107f672c932e40d7905696ebb2a8e7ce1740 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_f2dc68ada1550ffa/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_quantile_tail_slice\nWITH buckets AS (\n SELECT CAST(\"AP\" AS REAL) AS \"AP\",\n NTILE(10) OVER (ORDER BY CAST(\"AP\" AS REAL) DESC) AS tail_bucket\n FROM \"n20\"\n)\nSELECT \"AP\"\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY \"AP\" DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_quantile_tail_slice\\nWITH buckets AS (\\n SELECT CAST(\\\"AP\\\" AS REAL) AS \\\"AP\\\",\\n NTILE(10) OVER (ORDER BY CAST(\\\"AP\\\" AS REAL) DESC) AS tail_bucket\\n FROM \\\"n20\\\"\\n)\\nSELECT \\\"AP\\\"\\nFROM buckets\\nWHERE tail_bucket = 1\\nORDER BY \\\"AP\\\" DESC;\", \"columns\": [\"AP\"], \"rows\": [{\"AP\": 1033.3}, {\"AP\": 1033.29}, {\"AP\": 1033.25}, {\"AP\": 1033.19}, {\"AP\": 1033.14}, {\"AP\": 1033.09}, {\"AP\": 1033.08}, {\"AP\": 1033.04}, {\"AP\": 1032.98}, {\"AP\": 1032.93}, {\"AP\": 1032.88}, {\"AP\": 1032.86}, {\"AP\": 1032.83}, {\"AP\": 1032.77}, {\"AP\": 1032.72}, {\"AP\": 1032.67}, {\"AP\": 1032.37}, {\"AP\": 1032.16}, {\"AP\": 1032.14}, {\"AP\": 1032.08}, {\"AP\": 1031.97}, {\"AP\": 1031.96}, {\"AP\": 1031.96}, {\"AP\": 1031.8}, {\"AP\": 1031.75}, {\"AP\": 1031.71}, {\"AP\": 1031.58}, {\"AP\": 1031.55}, {\"AP\": 1031.5}, {\"AP\": 1031.45}, {\"AP\": 1031.39}, {\"AP\": 1031.34}, {\"AP\": 1031.33}, {\"AP\": 1031.32}, {\"AP\": 1031.27}, {\"AP\": 1031.21}, {\"AP\": 1031.21}, {\"AP\": 1031.2}, {\"AP\": 1031.16}, {\"AP\": 1031.14}, {\"AP\": 1031.1}, {\"AP\": 1031.08}, {\"AP\": 1031.01}, {\"AP\": 1030.94}, {\"AP\": 1030.86}, {\"AP\": 1030.83}, {\"AP\": 1030.82}, {\"AP\": 1030.81}, {\"AP\": 1030.77}, {\"AP\": 1030.72}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 14.88}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_f2dc68ada1550ffa/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_f2dc68ada1550ffa/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..7c353019ca179d0c5cddf0b4082469799a259b72 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_f2dc68ada1550ffa/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "n20", + "started_at": "2026-05-19T15:45:33.054216+00:00", + "ended_at": "2026-05-19T15:45:45.494013+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n20_f2dc68ada1550ffa", + "problem_id": "v2p_n20_022ccb23b2ad0579", + "dataset_id": "n20", + "template_id": "tpl_m4_quantile_tail_slice", + "template_name": "Quantile Tail Slice", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=AP.", + "bindings": { + "measure_col": "AP", + "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": 1017.26, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=rule", + "problem_index_within_template=7", + "sql_variant_index=1/1", + "binding_index=66" + ], + "template_selection_mode": "rule", + "selected_template_rank": 6, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/sql/v2q_n20_f2dc68ada1550ffa.sql", + "usage_summary": { + "dataset_id": "n20", + "model": "v2-cli:codex", + "run_id": "v2q_n20_f2dc68ada1550ffa", + "api_calls": 0, + "input_tokens": 13574, + "cached_input_tokens": 12672, + "output_tokens": 355, + "total_tokens": 13929, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12421.4, + "sql_execution_elapsed_ms_total": 14.88, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_f2dc68ada1550ffa/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_f2dc68ada1550ffa/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_f2dc68ada1550ffa/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f56d630d864b1d1d41861eb2ee41183d756ae666 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_f2dc68ada1550ffa/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:45:45.477542+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": 12421.4, "started_at": "2026-05-19T15:45:33.055321+00:00", "ended_at": "2026-05-19T15:45:45.476750+00:00", "prompt_metrics": {"chars": 4729, "bytes_utf8": 4729, "lines": 154, "estimated_tokens": null}, "response_metrics": {"chars": 467, "bytes_utf8": 467, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13574, "cached_input_tokens": 12672, "output_tokens": 355, "reasoning_output_tokens": 220}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_m4_quantile_tail_slice\\nWITH buckets AS (\\n SELECT CAST(\\\"AP\\\" AS REAL) AS \\\"AP\\\",\\n NTILE(10) OVER (ORDER BY CAST(\\\"AP\\\" AS REAL) DESC) AS tail_bucket\\n FROM \\\"n20\\\"\\n)\\nSELECT \\\"AP\\\"\\nFROM buckets\\nWHERE tail_bucket = 1\\nORDER BY \\\"AP\\\" DESC;\",\"notes\":\"Applied the Quantile Tail Slice template with measure_col bound to AP and num_tiles=10. CAST(\\\"AP\\\" AS REAL) is used because the schema stores numeric values as TEXT.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_f2dc68ada1550ffa/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_f2dc68ada1550ffa/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..1712850aa478cfbd6bf838aaf956528b7ec0b7d1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_f2dc68ada1550ffa/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n20", + "model": "v2-cli:codex", + "run_id": "v2q_n20_f2dc68ada1550ffa", + "api_calls": 0, + "input_tokens": 13574, + "cached_input_tokens": 12672, + "output_tokens": 355, + "total_tokens": 13929, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12421.4, + "sql_execution_elapsed_ms_total": 14.88, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_f2dc68ada1550ffa/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_f405fca4e6d515b7/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_f405fca4e6d515b7/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..13a4886bdc5082458fe93e7f82230f31764a524f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_f405fca4e6d515b7/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=V, condition_col=PE. +Result preview: [{"V": "67.25", "condition_ratio": 0.0}, {"V": "67.45", "condition_ratio": 0.0}, {"V": "70.400000000000006", "condition_ratio": 0.0}, {"V": "71.319999999999993", "condition_ratio": 0.0}, {"V": "71.58", "condition_ratio": 0.0}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_f405fca4e6d515b7/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_f405fca4e6d515b7/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..47f20e4b469fe36b9e5338966cff1dca08277658 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_f405fca4e6d515b7/generated_sql.sql @@ -0,0 +1,24 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: n20 +-- 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_n20_f405fca4e6d515b7 +-- problem_id: v2p_n20_4f272f459f0e5e3a +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "V", + SUM(CASE WHEN "PE" = '468.8' THEN 1 ELSE 0 END) AS numerator_count, + SUM(CASE WHEN "PE" = '434.01' THEN 1 ELSE 0 END) AS denominator_count + FROM "n20" + GROUP BY "V" +) +SELECT "V", + 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_a/n20/artifacts/v2q_n20_f405fca4e6d515b7/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_f405fca4e6d515b7/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..10611f035f43f8f15c388f53a04362af81eaa488 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_f405fca4e6d515b7/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 \"V\",\n SUM(CASE WHEN \"PE\" = '468.8' THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN \"PE\" = '434.01' THEN 1 ELSE 0 END) AS denominator_count\n FROM \"n20\"\n GROUP BY \"V\"\n)\nSELECT \"V\",\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 \\\"V\\\",\\n SUM(CASE WHEN \\\"PE\\\" = '468.8' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"PE\\\" = '434.01' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"n20\\\"\\n GROUP BY \\\"V\\\"\\n)\\nSELECT \\\"V\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\", \"columns\": [\"V\", \"condition_ratio\"], \"rows\": [{\"V\": \"67.25\", \"condition_ratio\": 0.0}, {\"V\": \"67.45\", \"condition_ratio\": 0.0}, {\"V\": \"70.400000000000006\", \"condition_ratio\": 0.0}, {\"V\": \"71.319999999999993\", \"condition_ratio\": 0.0}, {\"V\": \"71.58\", \"condition_ratio\": 0.0}, {\"V\": \"74.900000000000006\", \"condition_ratio\": 0.0}, {\"V\": \"76.2\", \"condition_ratio\": 0.0}, {\"V\": \"79.05\", \"condition_ratio\": 0.0}, {\"V\": \"25.36\", \"condition_ratio\": null}, {\"V\": \"25.88\", \"condition_ratio\": null}, {\"V\": \"34.03\", \"condition_ratio\": null}, {\"V\": \"34.69\", \"condition_ratio\": null}, {\"V\": \"35.19\", \"condition_ratio\": null}, {\"V\": \"35.4\", \"condition_ratio\": null}, {\"V\": \"35.47\", \"condition_ratio\": null}, {\"V\": \"35.57\", \"condition_ratio\": null}, {\"V\": \"35.71\", \"condition_ratio\": null}, {\"V\": \"35.76\", \"condition_ratio\": null}, {\"V\": \"35.770000000000003\", \"condition_ratio\": null}, {\"V\": \"35.79\", \"condition_ratio\": null}, {\"V\": \"35.85\", \"condition_ratio\": null}, {\"V\": \"36.08\", \"condition_ratio\": null}, {\"V\": \"36.18\", \"condition_ratio\": null}, {\"V\": \"36.24\", \"condition_ratio\": null}, {\"V\": \"36.25\", \"condition_ratio\": null}, {\"V\": \"36.299999999999997\", \"condition_ratio\": null}, {\"V\": \"36.43\", \"condition_ratio\": null}, {\"V\": \"36.54\", \"condition_ratio\": null}, {\"V\": \"36.659999999999997\", \"condition_ratio\": null}, {\"V\": \"36.71\", \"condition_ratio\": null}, {\"V\": \"36.99\", \"condition_ratio\": null}, {\"V\": \"37.14\", \"condition_ratio\": null}, {\"V\": \"37.200000000000003\", \"condition_ratio\": null}, {\"V\": \"37.36\", \"condition_ratio\": null}, {\"V\": \"37.49\", \"condition_ratio\": null}, {\"V\": \"37.5\", \"condition_ratio\": null}, {\"V\": \"37.64\", \"condition_ratio\": null}, {\"V\": \"37.700000000000003\", \"condition_ratio\": null}, {\"V\": \"37.729999999999997\", \"condition_ratio\": null}, {\"V\": \"37.799999999999997\", \"condition_ratio\": null}, {\"V\": \"37.83\", \"condition_ratio\": null}, {\"V\": \"37.85\", \"condition_ratio\": null}, {\"V\": \"37.86\", \"condition_ratio\": null}, {\"V\": \"37.869999999999997\", \"condition_ratio\": null}, {\"V\": \"37.9\", \"condition_ratio\": null}, {\"V\": \"37.909999999999997\", \"condition_ratio\": null}, {\"V\": \"37.92\", \"condition_ratio\": null}, {\"V\": \"38.01\", \"condition_ratio\": null}, {\"V\": \"38.06\", \"condition_ratio\": null}, {\"V\": \"38.08\", \"condition_ratio\": null}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 12.24}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_f405fca4e6d515b7/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_f405fca4e6d515b7/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..095e7134f07d96134d2cea7347f8afee316669c6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_f405fca4e6d515b7/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "n20", + "started_at": "2026-05-19T15:38:45.974791+00:00", + "ended_at": "2026-05-19T15:38:56.701895+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n20_f405fca4e6d515b7", + "problem_id": "v2p_n20_4f272f459f0e5e3a", + "dataset_id": "n20", + "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=V, condition_col=PE.", + "bindings": { + "group_col": "V", + "condition_col": "PE", + "condition_value": "468.8", + "positive_value": "468.8", + "negative_value": "434.01", + "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": 66.54, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_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_a/n20/sql/v2q_n20_f405fca4e6d515b7.sql", + "usage_summary": { + "dataset_id": "n20", + "model": "v2-cli:codex", + "run_id": "v2q_n20_f405fca4e6d515b7", + "api_calls": 0, + "input_tokens": 13733, + "cached_input_tokens": 12672, + "output_tokens": 555, + "total_tokens": 14288, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10709.54, + "sql_execution_elapsed_ms_total": 12.24, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_f405fca4e6d515b7/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_f405fca4e6d515b7/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_f405fca4e6d515b7/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..48f61e6842ae33df8d655c0a0ebfd5a5ed5eb14b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_f405fca4e6d515b7/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:38:56.686877+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": 10709.54, "started_at": "2026-05-19T15:38:45.975899+00:00", "ended_at": "2026-05-19T15:38:56.685467+00:00", "prompt_metrics": {"chars": 5360, "bytes_utf8": 5360, "lines": 159, "estimated_tokens": null}, "response_metrics": {"chars": 606, "bytes_utf8": 606, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13733, "cached_input_tokens": 12672, "output_tokens": 555, "reasoning_output_tokens": 378}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH grouped AS (\\n SELECT \\\"V\\\",\\n SUM(CASE WHEN \\\"PE\\\" = '468.8' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"PE\\\" = '434.01' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"n20\\\"\\n GROUP BY \\\"V\\\"\\n)\\nSELECT \\\"V\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\",\"notes\":\"Uses the provided grouped ratio template with group_col=\\\"V\\\" and condition_col=\\\"PE\\\", comparing exact TEXT matches for '468.8' vs '434.01'.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_f405fca4e6d515b7/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_f405fca4e6d515b7/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..cb75823e04f836eaba88db2d4d0a6e362bd12785 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_f405fca4e6d515b7/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n20", + "model": "v2-cli:codex", + "run_id": "v2q_n20_f405fca4e6d515b7", + "api_calls": 0, + "input_tokens": 13733, + "cached_input_tokens": 12672, + "output_tokens": 555, + "total_tokens": 14288, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10709.54, + "sql_execution_elapsed_ms_total": 12.24, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_f405fca4e6d515b7/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_f46cafe45b56522f/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_f46cafe45b56522f/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..92145c61b178b339da9b5ef3f839c6bb7fe3111c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_f46cafe45b56522f/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5096, "bytes_utf8": 5096, "lines": 156, "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": 602, "bytes_utf8": 602, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13654, "cached_input_tokens": 12672, "output_tokens": 629, "reasoning_output_tokens": 458}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_f46cafe45b56522f/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_f46cafe45b56522f/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..5703e88972ace12da6bd1a567afeb8dabb378a95 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_f46cafe45b56522f/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": "n20", + "model": "v2-cli:codex", + "run_id": "v2q_n20_f46cafe45b56522f", + "api_calls": 0, + "input_tokens": 13654, + "cached_input_tokens": 12672, + "output_tokens": 629, + "total_tokens": 14283, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15215.56, + "sql_execution_elapsed_ms_total": 7.54, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_f46cafe45b56522f/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_f46cafe45b56522f/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_f46cafe45b56522f/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..24e7d82988e3533e82997e02877e8a728d0e2825 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_f46cafe45b56522f/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": "2026-05-19T15:48:44.945852+00:00", + "ended_at": "2026-05-19T15:49:00.161439+00:00", + "elapsed_ms": 15215.56, + "prompt_metrics": { + "chars": 5096, + "bytes_utf8": 5096, + "lines": 156, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 977, + "bytes_utf8": 977, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 602, + "bytes_utf8": 602, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13654, + "cached_input_tokens": 12672, + "output_tokens": 629, + "reasoning_output_tokens": 458 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_f46cafe45b56522f/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_f46cafe45b56522f/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2719852ed2765921023f569e94b2e0ce64cb21a4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_f46cafe45b56522f/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,156 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n20 +- dataset_name: Combined Cycle Power Plant +- table_name: n20 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 4 feature columns and target `PE`. +- task_type: regression +- target_column: PE +- main_row_count: 9568 +- important_fields: +- AT: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for AT. +- V: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'subgroup_candidate'] desc=Numeric field for V. +- AP: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for AP. +- RH: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for RH. +- PE: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for PE. +- useful_field_combinations: [['V', 'AT', 'PE'], ['AT', 'V', 'PE']] +- fields_requiring_caution: ['PE', 'AT', 'V', 'AP'] +- source_url: https://archive.ics.uci.edu/dataset/294/combined+cycle+power+plant + +SQLite schema snapshot: +{ + "table_name": "n20", + "quoted_table_name": "\"n20\"", + "row_count": 9568, + "columns": [ + { + "name": "AT", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "AP", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PE", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "AT": "14.96", + "V": "41.76", + "AP": "1024.07", + "RH": "73.17", + "PE": "463.26" + }, + { + "AT": "25.18", + "V": "62.96", + "AP": "1020.04", + "RH": "59.08", + "PE": "444.37" + }, + { + "AT": "5.1100000000000003", + "V": "39.4", + "AP": "1012.16", + "RH": "92.14", + "PE": "488.56" + }, + { + "AT": "20.86", + "V": "57.32", + "AP": "1010.24", + "RH": "76.64", + "PE": "446.48" + }, + { + "AT": "10.82", + "V": "37.5", + "AP": "1009.23", + "RH": "96.62", + "PE": "473.9" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_relative_total_threshold", + "template_name": "Relative-to-Total Extreme Threshold", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n20", + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=V, measure_col=V.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "bindings": { + "group_col": "V", + "measure_col": "V", + "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": 62.52, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_f46cafe45b56522f/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_f46cafe45b56522f/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..df1527a3ff4e731768e499a28696ae1a9affafc8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_f46cafe45b56522f/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ec-dc2a-7001-971d-3bdaa762fb1a"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpch_relative_total_threshold\\nWITH grouped AS (\\n SELECT CAST(\\\"V\\\" AS REAL) AS \\\"V\\\", SUM(CAST(\\\"V\\\" AS REAL)) AS group_value\\n FROM \\\"n20\\\"\\n GROUP BY CAST(\\\"V\\\" AS REAL)\\n), total AS (\\n SELECT SUM(group_value) AS total_value\\n FROM grouped\\n)\\nSELECT g.\\\"V\\\", g.group_value\\nFROM grouped AS g\\nCROSS JOIN total AS t\\nWHERE g.group_value > t.total_value * 0.05\\nORDER BY g.group_value DESC;\",\"notes\":\"Uses the provided template with group_col=\\\"V\\\" and measure_col=\\\"V\\\". \\\"V\\\" is cast to REAL because the schema stores numeric values as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13654,"cached_input_tokens":12672,"output_tokens":629,"reasoning_output_tokens":458}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_f46cafe45b56522f/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_f46cafe45b56522f/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..091ce88655aeaef27bff3a11fe6b6193a4df6c22 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_f46cafe45b56522f/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_relative_total_threshold\nWITH grouped AS (\n SELECT CAST(\"V\" AS REAL) AS \"V\", SUM(CAST(\"V\" AS REAL)) AS group_value\n FROM \"n20\"\n GROUP BY CAST(\"V\" AS REAL)\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.\"V\", g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * 0.05\nORDER BY g.group_value DESC;","notes":"Uses the provided template with group_col=\"V\" and measure_col=\"V\". \"V\" is cast to REAL because the schema stores numeric values as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_f46cafe45b56522f/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_f46cafe45b56522f/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_f52afab0499e397b/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_f52afab0499e397b/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d76cdb442197e6d5e9752f8bae303b8e596801ab --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_f52afab0499e397b/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 4626, "bytes_utf8": 4626, "lines": 156, "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": 472, "bytes_utf8": 472, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13529, "cached_input_tokens": 12672, "output_tokens": 658, "reasoning_output_tokens": 516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_f52afab0499e397b/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_f52afab0499e397b/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..0694ccf927e09034cc0ceb41821870ae588ddbd0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_f52afab0499e397b/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": "n20", + "model": "v2-cli:codex", + "run_id": "v2q_n20_f52afab0499e397b", + "api_calls": 0, + "input_tokens": 13529, + "cached_input_tokens": 12672, + "output_tokens": 658, + "total_tokens": 14187, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15088.4, + "sql_execution_elapsed_ms_total": 40.82, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_f52afab0499e397b/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_f52afab0499e397b/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_f52afab0499e397b/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..f08c44882735630864a72f9a0432b177302bfce3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_f52afab0499e397b/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": "2026-05-19T15:41:00.313908+00:00", + "ended_at": "2026-05-19T15:41:15.402341+00:00", + "elapsed_ms": 15088.4, + "prompt_metrics": { + "chars": 4626, + "bytes_utf8": 4626, + "lines": 156, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 855, + "bytes_utf8": 855, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 472, + "bytes_utf8": 472, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13529, + "cached_input_tokens": 12672, + "output_tokens": 658, + "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_a/n20/artifacts/v2q_n20_f52afab0499e397b/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_f52afab0499e397b/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7860ade55b7978d9fcb1f2a20a014ca88a7ec08c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_f52afab0499e397b/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,156 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n20 +- dataset_name: Combined Cycle Power Plant +- table_name: n20 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 4 feature columns and target `PE`. +- task_type: regression +- target_column: PE +- main_row_count: 9568 +- important_fields: +- AT: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for AT. +- V: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'subgroup_candidate'] desc=Numeric field for V. +- AP: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for AP. +- RH: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for RH. +- PE: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for PE. +- useful_field_combinations: [['V', 'AT', 'PE'], ['AT', 'V', 'PE']] +- fields_requiring_caution: ['PE', 'AT', 'V', 'AP'] +- source_url: https://archive.ics.uci.edu/dataset/294/combined+cycle+power+plant + +SQLite schema snapshot: +{ + "table_name": "n20", + "quoted_table_name": "\"n20\"", + "row_count": 9568, + "columns": [ + { + "name": "AT", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "AP", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PE", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "AT": "14.96", + "V": "41.76", + "AP": "1024.07", + "RH": "73.17", + "PE": "463.26" + }, + { + "AT": "25.18", + "V": "62.96", + "AP": "1020.04", + "RH": "59.08", + "PE": "444.37" + }, + { + "AT": "5.1100000000000003", + "V": "39.4", + "AP": "1012.16", + "RH": "92.14", + "PE": "488.56" + }, + { + "AT": "20.86", + "V": "57.32", + "AP": "1010.24", + "RH": "76.64", + "PE": "446.48" + }, + { + "AT": "10.82", + "V": "37.5", + "AP": "1009.23", + "RH": "96.62", + "PE": "473.9" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n20", + "question": "Use template Window Partition Average to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=V, measure_col=V.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "V", + "measure_col": "V", + "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": 62.52, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_f52afab0499e397b/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_f52afab0499e397b/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..88771c36b5395b64472dc85eda8b6a6b66e9a7de --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_f52afab0499e397b/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e5-c533-7613-ae2d-1a9f5d1ff7a3"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT\\n CAST(\\\"V\\\" AS REAL) AS \\\"V\\\",\\n AVG(CAST(\\\"V\\\" AS REAL)) OVER (\\n PARTITION BY CAST(\\\"V\\\" AS REAL)\\n ) AS \\\"avg_measure\\\"\\nFROM \\\"n20\\\"\\nWHERE \\\"V\\\" IS NOT NULL\\n AND TRIM(\\\"V\\\") <> ''\\nORDER BY \\\"avg_measure\\\" DESC;\",\"notes\":\"Used the planned Window Partition Average template with group_col=\\\"V\\\" and measure_col=\\\"V\\\". Casted \\\"V\\\" to REAL because the schema stores numeric fields as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13529,"cached_input_tokens":12672,"output_tokens":658,"reasoning_output_tokens":516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_f52afab0499e397b/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_f52afab0499e397b/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b3ffd3761990ae5fb5fc0e1fa9c231aaa1edbe96 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_f52afab0499e397b/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT\n CAST(\"V\" AS REAL) AS \"V\",\n AVG(CAST(\"V\" AS REAL)) OVER (\n PARTITION BY CAST(\"V\" AS REAL)\n ) AS \"avg_measure\"\nFROM \"n20\"\nWHERE \"V\" IS NOT NULL\n AND TRIM(\"V\") <> ''\nORDER BY \"avg_measure\" DESC;","notes":"Used the planned Window Partition Average template with group_col=\"V\" and measure_col=\"V\". Casted \"V\" to REAL because the schema stores numeric fields as TEXT."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_f52afab0499e397b/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_f52afab0499e397b/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_f52afab0499e397b/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_f52afab0499e397b/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..490451ed96827830c051cc21e644c2bc16d4073a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_f52afab0499e397b/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Window Partition Average to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=V, measure_col=V. +Result preview: [{"V": 81.56, "avg_measure": 81.56}, {"V": 80.25, "avg_measure": 80.25}, {"V": 80.18, "avg_measure": 80.18}, {"V": 79.74, "avg_measure": 79.74}, {"V": 79.05, "avg_measure": 79.05}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_f52afab0499e397b/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_f52afab0499e397b/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..b7f713545604d23d6edc2b7eadf99b09f8dfddfb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_f52afab0499e397b/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: n20 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_n20_f52afab0499e397b +-- problem_id: v2p_n20_339ae27a87290902 +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT + CAST("V" AS REAL) AS "V", + AVG(CAST("V" AS REAL)) OVER ( + PARTITION BY CAST("V" AS REAL) + ) AS "avg_measure" +FROM "n20" +WHERE "V" IS NOT NULL + AND TRIM("V") <> '' +ORDER BY "avg_measure" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_f52afab0499e397b/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_f52afab0499e397b/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..018589b0392e8de02756343a5ba309cdc5873646 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_f52afab0499e397b/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_window_partition_avg\nSELECT DISTINCT\n CAST(\"V\" AS REAL) AS \"V\",\n AVG(CAST(\"V\" AS REAL)) OVER (\n PARTITION BY CAST(\"V\" AS REAL)\n ) AS \"avg_measure\"\nFROM \"n20\"\nWHERE \"V\" IS NOT NULL\n AND TRIM(\"V\") <> ''\nORDER BY \"avg_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT\\n CAST(\\\"V\\\" AS REAL) AS \\\"V\\\",\\n AVG(CAST(\\\"V\\\" AS REAL)) OVER (\\n PARTITION BY CAST(\\\"V\\\" AS REAL)\\n ) AS \\\"avg_measure\\\"\\nFROM \\\"n20\\\"\\nWHERE \\\"V\\\" IS NOT NULL\\n AND TRIM(\\\"V\\\") <> ''\\nORDER BY \\\"avg_measure\\\" DESC;\", \"columns\": [\"V\", \"avg_measure\"], \"rows\": [{\"V\": 81.56, \"avg_measure\": 81.56}, {\"V\": 80.25, \"avg_measure\": 80.25}, {\"V\": 80.18, \"avg_measure\": 80.18}, {\"V\": 79.74, \"avg_measure\": 79.74}, {\"V\": 79.05, \"avg_measure\": 79.05}, {\"V\": 78.92, \"avg_measure\": 78.92}, {\"V\": 78.87, \"avg_measure\": 78.87}, {\"V\": 78.11, \"avg_measure\": 78.11}, {\"V\": 78.05, \"avg_measure\": 78.05}, {\"V\": 77.95, \"avg_measure\": 77.95}, {\"V\": 77.54, \"avg_measure\": 77.54}, {\"V\": 77.3, \"avg_measure\": 77.3}, {\"V\": 77.24, \"avg_measure\": 77.24}, {\"V\": 77.17, \"avg_measure\": 77.17}, {\"V\": 76.86, \"avg_measure\": 76.86}, {\"V\": 76.2, \"avg_measure\": 76.2}, {\"V\": 76.16, \"avg_measure\": 76.16}, {\"V\": 76.09, \"avg_measure\": 76.09}, {\"V\": 75.6, \"avg_measure\": 75.6}, {\"V\": 75.33, \"avg_measure\": 75.33}, {\"V\": 75.23, \"avg_measure\": 75.23}, {\"V\": 75.08, \"avg_measure\": 75.08}, {\"V\": 74.99, \"avg_measure\": 74.99}, {\"V\": 74.93, \"avg_measure\": 74.93}, {\"V\": 74.9, \"avg_measure\": 74.9}, {\"V\": 74.87, \"avg_measure\": 74.87}, {\"V\": 74.78, \"avg_measure\": 74.78}, {\"V\": 74.67, \"avg_measure\": 74.67}, {\"V\": 74.34, \"avg_measure\": 74.34}, {\"V\": 74.33, \"avg_measure\": 74.33}, {\"V\": 74.22, \"avg_measure\": 74.22}, {\"V\": 74.16, \"avg_measure\": 74.16}, {\"V\": 73.91, \"avg_measure\": 73.91}, {\"V\": 73.9, \"avg_measure\": 73.9}, {\"V\": 73.88, \"avg_measure\": 73.88}, {\"V\": 73.77, \"avg_measure\": 73.77}, {\"V\": 73.68, \"avg_measure\": 73.68}, {\"V\": 73.67, \"avg_measure\": 73.67}, {\"V\": 73.56, \"avg_measure\": 73.56000000000002}, {\"V\": 73.5, \"avg_measure\": 73.5}, {\"V\": 73.46, \"avg_measure\": 73.46}, {\"V\": 73.42, \"avg_measure\": 73.42}, {\"V\": 73.4, \"avg_measure\": 73.4}, {\"V\": 73.21, \"avg_measure\": 73.21}, {\"V\": 73.18, \"avg_measure\": 73.18}, {\"V\": 73.17, \"avg_measure\": 73.17}, {\"V\": 73.11, \"avg_measure\": 73.11}, {\"V\": 73.06, \"avg_measure\": 73.06}, {\"V\": 73.03, \"avg_measure\": 73.03}, {\"V\": 72.99, \"avg_measure\": 72.99}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 40.82}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_f52afab0499e397b/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_f52afab0499e397b/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..5f6ec32b895123febb3b158ab387c7a9922fd838 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_f52afab0499e397b/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "n20", + "started_at": "2026-05-19T15:41:00.311961+00:00", + "ended_at": "2026-05-19T15:41:15.446710+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n20_f52afab0499e397b", + "problem_id": "v2p_n20_339ae27a87290902", + "dataset_id": "n20", + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Window Partition Average to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=V, measure_col=V.", + "bindings": { + "group_col": "V", + "measure_col": "V", + "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": 62.52, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=rule", + "problem_index_within_template=2", + "sql_variant_index=2/2", + "binding_index=49" + ], + "template_selection_mode": "rule", + "selected_template_rank": 5, + "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_a/n20/sql/v2q_n20_f52afab0499e397b.sql", + "usage_summary": { + "dataset_id": "n20", + "model": "v2-cli:codex", + "run_id": "v2q_n20_f52afab0499e397b", + "api_calls": 0, + "input_tokens": 13529, + "cached_input_tokens": 12672, + "output_tokens": 658, + "total_tokens": 14187, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15088.4, + "sql_execution_elapsed_ms_total": 40.82, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_f52afab0499e397b/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_f52afab0499e397b/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_f52afab0499e397b/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..135d65a648d01cf281ee92b03eee87fe18e89cbd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_f52afab0499e397b/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:41:15.403592+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": 15088.4, "started_at": "2026-05-19T15:41:00.313908+00:00", "ended_at": "2026-05-19T15:41:15.402341+00:00", "prompt_metrics": {"chars": 4626, "bytes_utf8": 4626, "lines": 156, "estimated_tokens": null}, "response_metrics": {"chars": 472, "bytes_utf8": 472, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13529, "cached_input_tokens": 12672, "output_tokens": 658, "reasoning_output_tokens": 516}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT\\n CAST(\\\"V\\\" AS REAL) AS \\\"V\\\",\\n AVG(CAST(\\\"V\\\" AS REAL)) OVER (\\n PARTITION BY CAST(\\\"V\\\" AS REAL)\\n ) AS \\\"avg_measure\\\"\\nFROM \\\"n20\\\"\\nWHERE \\\"V\\\" IS NOT NULL\\n AND TRIM(\\\"V\\\") <> ''\\nORDER BY \\\"avg_measure\\\" DESC;\",\"notes\":\"Used the planned Window Partition Average template with group_col=\\\"V\\\" and measure_col=\\\"V\\\". Casted \\\"V\\\" to REAL because the schema stores numeric fields as TEXT.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_f52afab0499e397b/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_f52afab0499e397b/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..99dffa356972719239e830742b1e5162e27e0f87 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_f52afab0499e397b/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n20", + "model": "v2-cli:codex", + "run_id": "v2q_n20_f52afab0499e397b", + "api_calls": 0, + "input_tokens": 13529, + "cached_input_tokens": 12672, + "output_tokens": 658, + "total_tokens": 14187, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15088.4, + "sql_execution_elapsed_ms_total": 40.82, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_f52afab0499e397b/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_fa7f63cfff13f411/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_fa7f63cfff13f411/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..1b6551bfd019e9a42475d0ed23dcd60467c4ea6a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_fa7f63cfff13f411/final_answer.txt @@ -0,0 +1 @@ +No rows were returned for: Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=V, measure_col=AT. \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_fa7f63cfff13f411/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_fa7f63cfff13f411/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..d4eebbab1c09ccae3dafac47966f6512c5dc577c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_fa7f63cfff13f411/generated_sql.sql @@ -0,0 +1,27 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: n20 +-- 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_tpch_relative_total_threshold +-- query_record_id: v2q_n20_fa7f63cfff13f411 +-- problem_id: v2p_n20_360f0ae467d5d875 +-- realization_mode: agent +-- source_kind: agent +WITH "grouped" AS ( + SELECT CAST("V" AS REAL) AS "V", SUM(CAST("AT" AS REAL)) AS "group_value" + FROM "n20" + GROUP BY CAST("V" AS REAL) +), +"total" AS ( + SELECT SUM("group_value") AS "total_value" + FROM "grouped" +) +SELECT g."V", g."group_value" +FROM "grouped" AS g +CROSS JOIN "total" AS t +WHERE g."group_value" > t."total_value" * 0.1 +ORDER BY g."group_value" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_fa7f63cfff13f411/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_fa7f63cfff13f411/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d72231dd745abfd2a39f9ee1506e265a861d6f7d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_fa7f63cfff13f411/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_tpch_relative_total_threshold\nWITH \"grouped\" AS (\n SELECT CAST(\"V\" AS REAL) AS \"V\", SUM(CAST(\"AT\" AS REAL)) AS \"group_value\"\n FROM \"n20\"\n GROUP BY CAST(\"V\" AS REAL)\n),\n\"total\" AS (\n SELECT SUM(\"group_value\") AS \"total_value\"\n FROM \"grouped\"\n)\nSELECT g.\"V\", g.\"group_value\"\nFROM \"grouped\" AS g\nCROSS JOIN \"total\" AS t\nWHERE g.\"group_value\" > t.\"total_value\" * 0.1\nORDER BY g.\"group_value\" DESC;", "result": "{\"query\": \"-- template_id: tpl_tpch_relative_total_threshold\\nWITH \\\"grouped\\\" AS (\\n SELECT CAST(\\\"V\\\" AS REAL) AS \\\"V\\\", SUM(CAST(\\\"AT\\\" AS REAL)) AS \\\"group_value\\\"\\n FROM \\\"n20\\\"\\n GROUP BY CAST(\\\"V\\\" AS REAL)\\n),\\n\\\"total\\\" AS (\\n SELECT SUM(\\\"group_value\\\") AS \\\"total_value\\\"\\n FROM \\\"grouped\\\"\\n)\\nSELECT g.\\\"V\\\", g.\\\"group_value\\\"\\nFROM \\\"grouped\\\" AS g\\nCROSS JOIN \\\"total\\\" AS t\\nWHERE g.\\\"group_value\\\" > t.\\\"total_value\\\" * 0.1\\nORDER BY g.\\\"group_value\\\" DESC;\", \"columns\": [\"V\", \"group_value\"], \"rows\": [], \"row_count_returned\": 0, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 8.24}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_fa7f63cfff13f411/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_fa7f63cfff13f411/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..1334f71c5ba6cd2aff86e35588906a2f588be91b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_fa7f63cfff13f411/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "n20", + "started_at": "2026-05-19T15:49:51.059598+00:00", + "ended_at": "2026-05-19T15:50:12.555326+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n20_fa7f63cfff13f411", + "problem_id": "v2p_n20_360f0ae467d5d875", + "dataset_id": "n20", + "template_id": "tpl_tpch_relative_total_threshold", + "template_name": "Relative-to-Total Extreme Threshold", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_mass_similarity", + "intended_facet_id": "tail_ranked_signal", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=V, measure_col=AT.", + "bindings": { + "group_col": "V", + "measure_col": "AT", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 25.72, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=rule", + "problem_index_within_template=9", + "sql_variant_index=1/2", + "binding_index=80" + ], + "template_selection_mode": "rule", + "selected_template_rank": 7, + "problem_index_within_template": 9, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/sql/v2q_n20_fa7f63cfff13f411.sql", + "usage_summary": { + "dataset_id": "n20", + "model": "v2-cli:codex", + "run_id": "v2q_n20_fa7f63cfff13f411", + "api_calls": 0, + "input_tokens": 13654, + "cached_input_tokens": 12672, + "output_tokens": 720, + "total_tokens": 14374, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 21482.68, + "sql_execution_elapsed_ms_total": 8.24, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_fa7f63cfff13f411/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_fa7f63cfff13f411/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_fa7f63cfff13f411/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..87bac7e4fb918bb9490d516a20bde72ea709f03c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_fa7f63cfff13f411/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:50:12.545280+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": 21482.68, "started_at": "2026-05-19T15:49:51.060774+00:00", "ended_at": "2026-05-19T15:50:12.543488+00:00", "prompt_metrics": {"chars": 5096, "bytes_utf8": 5096, "lines": 156, "estimated_tokens": null}, "response_metrics": {"chars": 695, "bytes_utf8": 695, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13654, "cached_input_tokens": 12672, "output_tokens": 720, "reasoning_output_tokens": 516}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tpch_relative_total_threshold\\nWITH \\\"grouped\\\" AS (\\n SELECT CAST(\\\"V\\\" AS REAL) AS \\\"V\\\", SUM(CAST(\\\"AT\\\" AS REAL)) AS \\\"group_value\\\"\\n FROM \\\"n20\\\"\\n GROUP BY CAST(\\\"V\\\" AS REAL)\\n),\\n\\\"total\\\" AS (\\n SELECT SUM(\\\"group_value\\\") AS \\\"total_value\\\"\\n FROM \\\"grouped\\\"\\n)\\nSELECT g.\\\"V\\\", g.\\\"group_value\\\"\\nFROM \\\"grouped\\\" AS g\\nCROSS JOIN \\\"total\\\" AS t\\nWHERE g.\\\"group_value\\\" > t.\\\"total_value\\\" * 0.1\\nORDER BY g.\\\"group_value\\\" DESC;\",\"notes\":\"Applied the provided Relative-to-Total Extreme Threshold template with group_col=\\\"V\\\" and measure_col=\\\"AT\\\". Casted both TEXT-backed numeric columns to REAL for correct aggregation and grouping in SQLite.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_fa7f63cfff13f411/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_fa7f63cfff13f411/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..c6145cbd7ed5f8f3e2996bf9784a72f3b47d9f02 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_fa7f63cfff13f411/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n20", + "model": "v2-cli:codex", + "run_id": "v2q_n20_fa7f63cfff13f411", + "api_calls": 0, + "input_tokens": 13654, + "cached_input_tokens": 12672, + "output_tokens": 720, + "total_tokens": 14374, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 21482.68, + "sql_execution_elapsed_ms_total": 8.24, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_fa7f63cfff13f411/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_fb2aae6e1e240c53/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_fb2aae6e1e240c53/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6642625fdc827fd1acb365d4a62f8a0d2fba4cde --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_fb2aae6e1e240c53/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 4727, "bytes_utf8": 4727, "lines": 154, "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": 502, "bytes_utf8": 502, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13573, "cached_input_tokens": 12032, "output_tokens": 406, "reasoning_output_tokens": 252}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_fb2aae6e1e240c53/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_fb2aae6e1e240c53/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..e53fda2033b4bffdc892e005d5bc2ace6f6620f1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_fb2aae6e1e240c53/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": "n20", + "model": "v2-cli:codex", + "run_id": "v2q_n20_fb2aae6e1e240c53", + "api_calls": 0, + "input_tokens": 13573, + "cached_input_tokens": 12032, + "output_tokens": 406, + "total_tokens": 13979, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 9300.62, + "sql_execution_elapsed_ms_total": 37.45, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_fb2aae6e1e240c53/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_fb2aae6e1e240c53/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_fb2aae6e1e240c53/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..d58d3f1de05be078ecaf9e22add8b104627db5b7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_fb2aae6e1e240c53/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": "2026-05-19T15:44:06.990111+00:00", + "ended_at": "2026-05-19T15:44:16.290766+00:00", + "elapsed_ms": 9300.62, + "prompt_metrics": { + "chars": 4727, + "bytes_utf8": 4727, + "lines": 154, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 887, + "bytes_utf8": 887, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 502, + "bytes_utf8": 502, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13573, + "cached_input_tokens": 12032, + "output_tokens": 406, + "reasoning_output_tokens": 252 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_fb2aae6e1e240c53/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_fb2aae6e1e240c53/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..455779b93c15cde4f07a6e598519bcb9f252e7cf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_fb2aae6e1e240c53/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,154 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n20 +- dataset_name: Combined Cycle Power Plant +- table_name: n20 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 4 feature columns and target `PE`. +- task_type: regression +- target_column: PE +- main_row_count: 9568 +- important_fields: +- AT: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for AT. +- V: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate', 'subgroup_candidate'] desc=Numeric field for V. +- AP: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for AP. +- RH: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for RH. +- PE: role=target, type=numeric_target. tags=['condition_candidate', 'target_candidate'] desc=Target field for PE. +- useful_field_combinations: [['V', 'AT', 'PE'], ['AT', 'V', 'PE']] +- fields_requiring_caution: ['PE', 'AT', 'V', 'AP'] +- source_url: https://archive.ics.uci.edu/dataset/294/combined+cycle+power+plant + +SQLite schema snapshot: +{ + "table_name": "n20", + "quoted_table_name": "\"n20\"", + "row_count": 9568, + "columns": [ + { + "name": "AT", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "V", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "AP", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "RH", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PE", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "AT": "14.96", + "V": "41.76", + "AP": "1024.07", + "RH": "73.17", + "PE": "463.26" + }, + { + "AT": "25.18", + "V": "62.96", + "AP": "1020.04", + "RH": "59.08", + "PE": "444.37" + }, + { + "AT": "5.1100000000000003", + "V": "39.4", + "AP": "1012.16", + "RH": "92.14", + "PE": "488.56" + }, + { + "AT": "20.86", + "V": "57.32", + "AP": "1010.24", + "RH": "76.64", + "PE": "446.48" + }, + { + "AT": "10.82", + "V": "37.5", + "AP": "1009.23", + "RH": "96.62", + "PE": "473.9" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_quantile_tail_slice", + "template_name": "Quantile Tail Slice", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n20", + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=AT.", + "planned_template_id": "tpl_m4_quantile_tail_slice", + "bindings": { + "measure_col": "AT", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 25.72, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_fb2aae6e1e240c53/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_fb2aae6e1e240c53/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..bbf89f80fc52dae8e951ebe08bf410b7241db6f0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_fb2aae6e1e240c53/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e8-9e62-7d33-8cd1-5d6980f57d50"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_quantile_tail_slice\\nWITH \\\"buckets\\\" AS (\\n SELECT\\n CAST(\\\"AT\\\" AS REAL) AS \\\"AT\\\",\\n NTILE(10) OVER (ORDER BY CAST(\\\"AT\\\" AS REAL) DESC) AS \\\"tail_bucket\\\"\\n FROM \\\"n20\\\"\\n WHERE \\\"AT\\\" IS NOT NULL\\n)\\nSELECT \\\"AT\\\"\\nFROM \\\"buckets\\\"\\nWHERE \\\"tail_bucket\\\" = 1\\nORDER BY \\\"AT\\\" DESC;\",\"notes\":\"Applies the Quantile Tail Slice template to measure_col=AT, casting \\\"AT\\\" from TEXT to REAL for correct numeric ordering and returning the top decile tail bucket.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13573,"cached_input_tokens":12032,"output_tokens":406,"reasoning_output_tokens":252}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_fb2aae6e1e240c53/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_fb2aae6e1e240c53/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..56a9ad0c1f75605145ae2cd1b3bad79e9c8a6ec1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_fb2aae6e1e240c53/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_quantile_tail_slice\nWITH \"buckets\" AS (\n SELECT\n CAST(\"AT\" AS REAL) AS \"AT\",\n NTILE(10) OVER (ORDER BY CAST(\"AT\" AS REAL) DESC) AS \"tail_bucket\"\n FROM \"n20\"\n WHERE \"AT\" IS NOT NULL\n)\nSELECT \"AT\"\nFROM \"buckets\"\nWHERE \"tail_bucket\" = 1\nORDER BY \"AT\" DESC;","notes":"Applies the Quantile Tail Slice template to measure_col=AT, casting \"AT\" from TEXT to REAL for correct numeric ordering and returning the top decile tail bucket."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_fb2aae6e1e240c53/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_fb2aae6e1e240c53/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_fb2aae6e1e240c53/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_fb2aae6e1e240c53/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..b9331ac6f7618ba38783a79f0c6ea66f6632a9dd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_fb2aae6e1e240c53/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=AT. +Result preview: [{"AT": 37.11}, {"AT": 35.77}, {"AT": 35.56}, {"AT": 35.2}, {"AT": 35.1}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_fb2aae6e1e240c53/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_fb2aae6e1e240c53/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..98bd90c3a62dd92bc7de7f61b77499c41963e96b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_fb2aae6e1e240c53/generated_sql.sql @@ -0,0 +1,24 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: n20 +-- 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_m4_quantile_tail_slice +-- query_record_id: v2q_n20_fb2aae6e1e240c53 +-- problem_id: v2p_n20_82ff79e8614a11ea +-- realization_mode: agent +-- source_kind: agent +WITH "buckets" AS ( + SELECT + CAST("AT" AS REAL) AS "AT", + NTILE(10) OVER (ORDER BY CAST("AT" AS REAL) DESC) AS "tail_bucket" + FROM "n20" + WHERE "AT" IS NOT NULL +) +SELECT "AT" +FROM "buckets" +WHERE "tail_bucket" = 1 +ORDER BY "AT" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_fb2aae6e1e240c53/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_fb2aae6e1e240c53/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..898ddad22fa6ba9812eb57184b0f8b0ec32879fe --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_fb2aae6e1e240c53/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_quantile_tail_slice\nWITH \"buckets\" AS (\n SELECT\n CAST(\"AT\" AS REAL) AS \"AT\",\n NTILE(10) OVER (ORDER BY CAST(\"AT\" AS REAL) DESC) AS \"tail_bucket\"\n FROM \"n20\"\n WHERE \"AT\" IS NOT NULL\n)\nSELECT \"AT\"\nFROM \"buckets\"\nWHERE \"tail_bucket\" = 1\nORDER BY \"AT\" DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_quantile_tail_slice\\nWITH \\\"buckets\\\" AS (\\n SELECT\\n CAST(\\\"AT\\\" AS REAL) AS \\\"AT\\\",\\n NTILE(10) OVER (ORDER BY CAST(\\\"AT\\\" AS REAL) DESC) AS \\\"tail_bucket\\\"\\n FROM \\\"n20\\\"\\n WHERE \\\"AT\\\" IS NOT NULL\\n)\\nSELECT \\\"AT\\\"\\nFROM \\\"buckets\\\"\\nWHERE \\\"tail_bucket\\\" = 1\\nORDER BY \\\"AT\\\" DESC;\", \"columns\": [\"AT\"], \"rows\": [{\"AT\": 37.11}, {\"AT\": 35.77}, {\"AT\": 35.56}, {\"AT\": 35.2}, {\"AT\": 35.1}, {\"AT\": 35.03}, {\"AT\": 35.01}, {\"AT\": 34.97}, {\"AT\": 34.96}, {\"AT\": 34.76}, {\"AT\": 34.66}, {\"AT\": 34.65}, {\"AT\": 34.63}, {\"AT\": 34.62}, {\"AT\": 34.61}, {\"AT\": 34.6}, {\"AT\": 34.53}, {\"AT\": 34.51}, {\"AT\": 34.48}, {\"AT\": 34.43}, {\"AT\": 34.4}, {\"AT\": 34.35}, {\"AT\": 34.33}, {\"AT\": 34.33}, {\"AT\": 34.3}, {\"AT\": 34.29}, {\"AT\": 34.24}, {\"AT\": 34.2}, {\"AT\": 34.18}, {\"AT\": 34.18}, {\"AT\": 34.15}, {\"AT\": 34.14}, {\"AT\": 34.11}, {\"AT\": 34.1}, {\"AT\": 34.09}, {\"AT\": 34.03}, {\"AT\": 33.97}, {\"AT\": 33.96}, {\"AT\": 33.95}, {\"AT\": 33.95}, {\"AT\": 33.94}, {\"AT\": 33.92}, {\"AT\": 33.87}, {\"AT\": 33.83}, {\"AT\": 33.82}, {\"AT\": 33.82}, {\"AT\": 33.82}, {\"AT\": 33.8}, {\"AT\": 33.79}, {\"AT\": 33.76}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 37.45}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_fb2aae6e1e240c53/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_fb2aae6e1e240c53/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..5590134ac9c84309e2ead2cf249dd4eaa3128030 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_fb2aae6e1e240c53/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "n20", + "started_at": "2026-05-19T15:44:06.988917+00:00", + "ended_at": "2026-05-19T15:44:16.332354+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n20_fb2aae6e1e240c53", + "problem_id": "v2p_n20_82ff79e8614a11ea", + "dataset_id": "n20", + "template_id": "tpl_m4_quantile_tail_slice", + "template_name": "Quantile Tail Slice", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=AT.", + "bindings": { + "measure_col": "AT", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 25.72, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=rule", + "problem_index_within_template=1", + "sql_variant_index=1/1", + "binding_index=60" + ], + "template_selection_mode": "rule", + "selected_template_rank": 6, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/sql/v2q_n20_fb2aae6e1e240c53.sql", + "usage_summary": { + "dataset_id": "n20", + "model": "v2-cli:codex", + "run_id": "v2q_n20_fb2aae6e1e240c53", + "api_calls": 0, + "input_tokens": 13573, + "cached_input_tokens": 12032, + "output_tokens": 406, + "total_tokens": 13979, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 9300.62, + "sql_execution_elapsed_ms_total": 37.45, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_fb2aae6e1e240c53/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_fb2aae6e1e240c53/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_fb2aae6e1e240c53/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4de86a8768f6a58985bcecdf6100acba68187010 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_fb2aae6e1e240c53/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:44:16.292301+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": 9300.62, "started_at": "2026-05-19T15:44:06.990111+00:00", "ended_at": "2026-05-19T15:44:16.290766+00:00", "prompt_metrics": {"chars": 4727, "bytes_utf8": 4727, "lines": 154, "estimated_tokens": null}, "response_metrics": {"chars": 502, "bytes_utf8": 502, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13573, "cached_input_tokens": 12032, "output_tokens": 406, "reasoning_output_tokens": 252}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_m4_quantile_tail_slice\\nWITH \\\"buckets\\\" AS (\\n SELECT\\n CAST(\\\"AT\\\" AS REAL) AS \\\"AT\\\",\\n NTILE(10) OVER (ORDER BY CAST(\\\"AT\\\" AS REAL) DESC) AS \\\"tail_bucket\\\"\\n FROM \\\"n20\\\"\\n WHERE \\\"AT\\\" IS NOT NULL\\n)\\nSELECT \\\"AT\\\"\\nFROM \\\"buckets\\\"\\nWHERE \\\"tail_bucket\\\" = 1\\nORDER BY \\\"AT\\\" DESC;\",\"notes\":\"Applies the Quantile Tail Slice template to measure_col=AT, casting \\\"AT\\\" from TEXT to REAL for correct numeric ordering and returning the top decile tail bucket.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_fb2aae6e1e240c53/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_fb2aae6e1e240c53/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..5a5c4a780e6d51ca63afebbecbdd6ad2c251c8ac --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_fb2aae6e1e240c53/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n20", + "model": "v2-cli:codex", + "run_id": "v2q_n20_fb2aae6e1e240c53", + "api_calls": 0, + "input_tokens": 13573, + "cached_input_tokens": 12032, + "output_tokens": 406, + "total_tokens": 13979, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 9300.62, + "sql_execution_elapsed_ms_total": 37.45, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_fb2aae6e1e240c53/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_fb6c1e4fe820f9bf/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_fb6c1e4fe820f9bf/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..01d7513311622f29e5c5f7aacaf9dc9b65e0563c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_fb6c1e4fe820f9bf/run_manifest.json @@ -0,0 +1,69 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "n20", + "started_at": "2026-05-19T16:05:50.738837+00:00", + "ended_at": "2026-05-19T16:05:57.326956+00:00", + "status": "failed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n20_fb6c1e4fe820f9bf", + "problem_id": "v2p_n20_1cd8576cd69737f5", + "dataset_id": "n20", + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_mass_similarity", + "intended_facet_id": "tail_ranked_signal", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Thresholded Group Ranking to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=V, measure_col=V.", + "bindings": { + "group_col": "V", + "measure_col": "V", + "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": 66.54, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\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=133" + ], + "template_selection_mode": "rule", + "selected_template_rank": 12, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "error": "AI CLI command failed with exit code 1: " +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_fb6c1e4fe820f9bf/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_fb6c1e4fe820f9bf/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b14973ac469b5b4c69a4751d051e5d4dd088b6e7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_fb6c1e4fe820f9bf/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T16:05:53.541786+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": 2800.87, "started_at": "2026-05-19T16:05:50.740214+00:00", "ended_at": "2026-05-19T16:05:53.541111+00:00", "prompt_metrics": {"chars": 4709, "bytes_utf8": 4709, "lines": 156, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40fc-8315-7cf0-9053-0519de451670\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "} +{"timestamp": "2026-05-19T16:05:57.326818+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": 2782.6, "started_at": "2026-05-19T16:05:54.543027+00:00", "ended_at": "2026-05-19T16:05:57.325681+00:00", "prompt_metrics": {"chars": 4709, "bytes_utf8": 4709, "lines": 156, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40fc-9207-7393-bc64-72ea6a94707f\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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_a/n20/artifacts/v2q_n20_fe0c1df91603eb31/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_fe0c1df91603eb31/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..7ce229650b4933dcecde06dd979e047c51eda21d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_fe0c1df91603eb31/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"PE": "468.8", "support": 9, "avg_response": 43.845555555555556}, {"PE": "434.01", "support": 8, "avg_response": 72.26875}, {"PE": "442.78", "support": 8, "avg_response": 61.120000000000005}, {"PE": "447.06", "support": 8, "avg_response": 58.535}, {"PE": "437.55", "support": 7, "avg_response": 68.2357142857143}]} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_fe0c1df91603eb31/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_fe0c1df91603eb31/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..a0f842c8128c230c9c1c609ed5c074a311e38d64 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_fe0c1df91603eb31/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: n20 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n20_fe0c1df91603eb31 +-- problem_id: v2p_n20_d798b2694f6b86d4 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "PE", + COUNT(*) AS support, + AVG("V") AS avg_response +FROM "n20" +GROUP BY "PE" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_fe0c1df91603eb31/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_fe0c1df91603eb31/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6db1c1ca02f2a8f11430ea22dff44c5259005d7a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_fe0c1df91603eb31/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_a\n-- sql_source_dataset_id: n20\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n20_fe0c1df91603eb31\n-- problem_id: v2p_n20_d798b2694f6b86d4\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"PE\",\n COUNT(*) AS support,\n AVG(\"V\") AS avg_response\nFROM \"n20\"\nGROUP BY \"PE\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v2\\n-- sql_source_label: v2_current\\n-- sql_source_run_id: v2_cli_20260502_081223_a\\n-- sql_source_dataset_id: n20\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n20_fe0c1df91603eb31\\n-- problem_id: v2p_n20_d798b2694f6b86d4\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"PE\\\",\\n COUNT(*) AS support,\\n AVG(\\\"V\\\") AS avg_response\\nFROM \\\"n20\\\"\\nGROUP BY \\\"PE\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"PE\", \"support\", \"avg_response\"], \"rows\": [{\"PE\": \"468.8\", \"support\": 9, \"avg_response\": 43.845555555555556}, {\"PE\": \"434.01\", \"support\": 8, \"avg_response\": 72.26875}, {\"PE\": \"442.78\", \"support\": 8, \"avg_response\": 61.120000000000005}, {\"PE\": \"447.06\", \"support\": 8, \"avg_response\": 58.535}, {\"PE\": \"437.55\", \"support\": 7, \"avg_response\": 68.2357142857143}, {\"PE\": \"436.64\", \"support\": 7, \"avg_response\": 67.02285714285713}, {\"PE\": \"438.5\", \"support\": 7, \"avg_response\": 66.05857142857143}, {\"PE\": \"441.9\", \"support\": 7, \"avg_response\": 64.68428571428572}, {\"PE\": \"440.96\", \"support\": 7, \"avg_response\": 63.38571428571429}, {\"PE\": \"447.16\", \"support\": 7, \"avg_response\": 63.01428571428572}, {\"PE\": \"440.26\", \"support\": 7, \"avg_response\": 62.792857142857144}, {\"PE\": \"443.66\", \"support\": 7, \"avg_response\": 58.21857142857142}, {\"PE\": \"446.05\", \"support\": 7, \"avg_response\": 55.73428571428571}, {\"PE\": \"462.6\", \"support\": 7, \"avg_response\": 46.11857142857143}, {\"PE\": \"466.2\", \"support\": 7, \"avg_response\": 42.50142857142857}, {\"PE\": \"468.87\", \"support\": 7, \"avg_response\": 41.94285714285714}, {\"PE\": \"430.46\", \"support\": 6, \"avg_response\": 73.07666666666667}, {\"PE\": \"434.64\", \"support\": 6, \"avg_response\": 72.93833333333333}, {\"PE\": \"431.77\", \"support\": 6, \"avg_response\": 72.65666666666667}, {\"PE\": \"435.56\", \"support\": 6, \"avg_response\": 72.04833333333333}, {\"PE\": \"436.89\", \"support\": 6, \"avg_response\": 70.77}, {\"PE\": \"434.47\", \"support\": 6, \"avg_response\": 70.295}, {\"PE\": \"437.62\", \"support\": 6, \"avg_response\": 69.515}, {\"PE\": \"439.14\", \"support\": 6, \"avg_response\": 68.61666666666666}, {\"PE\": \"435.04\", \"support\": 6, \"avg_response\": 68.61166666666666}, {\"PE\": \"436.16\", \"support\": 6, \"avg_response\": 68.465}, {\"PE\": \"439.66\", \"support\": 6, \"avg_response\": 66.78666666666668}, {\"PE\": \"438.42\", \"support\": 6, \"avg_response\": 66.635}, {\"PE\": \"435.75\", \"support\": 6, \"avg_response\": 66.04666666666667}, {\"PE\": \"438.24\", \"support\": 6, \"avg_response\": 65.04666666666667}, {\"PE\": \"436.37\", \"support\": 6, \"avg_response\": 64.66666666666667}, {\"PE\": \"443.75\", \"support\": 6, \"avg_response\": 64.66333333333334}, {\"PE\": \"439.06\", \"support\": 6, \"avg_response\": 64.05499999999999}, {\"PE\": \"441.51\", \"support\": 6, \"avg_response\": 64.00833333333334}, {\"PE\": \"438.08\", \"support\": 6, \"avg_response\": 63.88833333333333}, {\"PE\": \"440.74\", \"support\": 6, \"avg_response\": 62.92666666666667}, {\"PE\": \"444.9\", \"support\": 6, \"avg_response\": 62.60666666666666}, {\"PE\": \"441.3\", \"support\": 6, \"avg_response\": 62.36333333333334}, {\"PE\": \"444.19\", \"support\": 6, \"avg_response\": 60.830000000000005}, {\"PE\": \"440.75\", \"support\": 6, \"avg_response\": 60.61666666666667}, {\"PE\": \"445.1\", \"support\": 6, \"avg_response\": 59.04833333333334}, {\"PE\": \"450.07\", \"support\": 6, \"avg_response\": 58.65166666666667}, {\"PE\": \"444.69\", \"support\": 6, \"avg_response\": 56.01499999999999}, {\"PE\": \"452.82\", \"support\": 6, \"avg_response\": 55.22}, {\"PE\": \"458.67\", \"support\": 6, \"avg_response\": 46.21}, {\"PE\": \"465.89\", \"support\": 6, \"avg_response\": 42.873333333333335}, {\"PE\": \"469.34\", \"support\": 6, \"avg_response\": 41.800000000000004}, {\"PE\": \"464.7\", \"support\": 6, \"avg_response\": 41.08}, {\"PE\": \"475.13\", \"support\": 6, \"avg_response\": 40.300000000000004}, {\"PE\": \"480.38\", \"support\": 6, \"avg_response\": 38.388333333333335}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 6.48}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_fe0c1df91603eb31/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_fe0c1df91603eb31/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..ad2bed0f98b565e8a558db78b71a7e6f24e86d26 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_fe0c1df91603eb31/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "n20", + "started_at": "2026-05-19T16:07:40.728152+00:00", + "ended_at": "2026-05-19T16:07:40.735318+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n20_fe0c1df91603eb31", + "problem_id": "v2p_n20_d798b2694f6b86d4", + "dataset_id": "n20", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=V, key_col=PE.", + "bindings": { + "key_col": "PE", + "measure_col": "V", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=11", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 11, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/sql/v2q_n20_fe0c1df91603eb31.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_a/n20/artifacts/v2q_n20_fe0c1df91603eb31/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_fe0c1df91603eb31/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_fe0c1df91603eb31/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_a/n20/artifacts/v2q_n20_fe98a58793fda2ef/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_fe98a58793fda2ef/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..7e960ce479934487cb6f331446af5eb5048989f0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_fe98a58793fda2ef/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Window Partition Average to probe slice_level_consistency with semantic role ranked_signal_view. Focus on group_col=V, measure_col=AP. +Result preview: [{"V": "41.82", "avg_measure": 1033.0106666666666}, {"V": "40.020000000000003", "avg_measure": 1031.4346666666668}, {"V": "41.92", "avg_measure": 1030.3942105263156}, {"V": "36.25", "avg_measure": 1028.959}, {"V": "44.47", "avg_measure": 1028.4878947368422}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_fe98a58793fda2ef/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_fe98a58793fda2ef/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..b4d46f6551f4728e668bbf96cfe86682ce1c3df0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_fe98a58793fda2ef/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: n20 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_n20_fe98a58793fda2ef +-- problem_id: v2p_n20_3073ad1c339257fb +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "V", + AVG(CAST("AP" AS REAL)) OVER (PARTITION BY "V") AS avg_measure +FROM "n20" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_fe98a58793fda2ef/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_fe98a58793fda2ef/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..744efb8a9ad8a0dd44567275c9c251af49ab9bb2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_fe98a58793fda2ef/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_window_partition_avg\nSELECT DISTINCT \"V\",\n AVG(CAST(\"AP\" AS REAL)) OVER (PARTITION BY \"V\") AS avg_measure\nFROM \"n20\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"V\\\",\\n AVG(CAST(\\\"AP\\\" AS REAL)) OVER (PARTITION BY \\\"V\\\") AS avg_measure\\nFROM \\\"n20\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"V\", \"avg_measure\"], \"rows\": [{\"V\": \"41.82\", \"avg_measure\": 1033.0106666666666}, {\"V\": \"40.020000000000003\", \"avg_measure\": 1031.4346666666668}, {\"V\": \"41.92\", \"avg_measure\": 1030.3942105263156}, {\"V\": \"36.25\", \"avg_measure\": 1028.959}, {\"V\": \"44.47\", \"avg_measure\": 1028.4878947368422}, {\"V\": \"42.74\", \"avg_measure\": 1027.4308333333333}, {\"V\": \"34.69\", \"avg_measure\": 1027.3675}, {\"V\": \"41.14\", \"avg_measure\": 1026.8445833333333}, {\"V\": \"36.659999999999997\", \"avg_measure\": 1026.808}, {\"V\": \"35.57\", \"avg_measure\": 1026.2045454545455}, {\"V\": \"40.799999999999997\", \"avg_measure\": 1025.951111111111}, {\"V\": \"40.11\", \"avg_measure\": 1025.946}, {\"V\": \"39.42\", \"avg_measure\": 1025.7322222222222}, {\"V\": \"41.4\", \"avg_measure\": 1025.6695652173914}, {\"V\": \"40.43\", \"avg_measure\": 1025.61625}, {\"V\": \"52.72\", \"avg_measure\": 1025.4282352941175}, {\"V\": \"41.04\", \"avg_measure\": 1025.332105263158}, {\"V\": \"45.78\", \"avg_measure\": 1025.27}, {\"V\": \"49.64\", \"avg_measure\": 1025.1225}, {\"V\": \"43.71\", \"avg_measure\": 1024.8247058823529}, {\"V\": \"40.78\", \"avg_measure\": 1024.6254545454544}, {\"V\": \"44.92\", \"avg_measure\": 1024.5214285714287}, {\"V\": \"44\", \"avg_measure\": 1024.3042857142857}, {\"V\": \"52.75\", \"avg_measure\": 1024.0052380952382}, {\"V\": \"45.08\", \"avg_measure\": 1023.9194444444444}, {\"V\": \"44.84\", \"avg_measure\": 1023.8055}, {\"V\": \"40.96\", \"avg_measure\": 1023.6166666666667}, {\"V\": \"36.43\", \"avg_measure\": 1023.42}, {\"V\": \"41.76\", \"avg_measure\": 1023.0923076923077}, {\"V\": \"40.72\", \"avg_measure\": 1022.9653333333333}, {\"V\": \"43.8\", \"avg_measure\": 1022.9258333333333}, {\"V\": \"39.18\", \"avg_measure\": 1022.8035714285714}, {\"V\": \"39.96\", \"avg_measure\": 1022.7453571428571}, {\"V\": \"45\", \"avg_measure\": 1022.7270833333333}, {\"V\": \"38.01\", \"avg_measure\": 1022.61625}, {\"V\": \"62.08\", \"avg_measure\": 1022.5}, {\"V\": \"37.86\", \"avg_measure\": 1022.44}, {\"V\": \"37.729999999999997\", \"avg_measure\": 1022.2311111111111}, {\"V\": \"40.92\", \"avg_measure\": 1022.1842105263158}, {\"V\": \"35.85\", \"avg_measure\": 1021.99}, {\"V\": \"40.81\", \"avg_measure\": 1021.85}, {\"V\": \"43.99\", \"avg_measure\": 1021.8383333333334}, {\"V\": \"43.52\", \"avg_measure\": 1021.8338461538461}, {\"V\": \"44.68\", \"avg_measure\": 1021.819375}, {\"V\": \"41.01\", \"avg_measure\": 1021.8079166666666}, {\"V\": \"41.03\", \"avg_measure\": 1021.7509090909091}, {\"V\": \"41.74\", \"avg_measure\": 1021.5540909090909}, {\"V\": \"41.38\", \"avg_measure\": 1021.4387499999999}, {\"V\": \"41.06\", \"avg_measure\": 1021.426923076923}, {\"V\": \"39.04\", \"avg_measure\": 1021.3622727272727}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 19.51}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_fe98a58793fda2ef/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_fe98a58793fda2ef/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..62c97b78575179504f675f389ffe412f978563dc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_fe98a58793fda2ef/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "n20", + "started_at": "2026-05-19T15:41:27.582996+00:00", + "ended_at": "2026-05-19T15:41:41.557410+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n20_fe98a58793fda2ef", + "problem_id": "v2p_n20_3073ad1c339257fb", + "dataset_id": "n20", + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role ranked_signal_view. Focus on group_col=V, measure_col=AP.", + "bindings": { + "group_col": "V", + "measure_col": "AP", + "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": 1015.48, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=rule", + "problem_index_within_template=3", + "sql_variant_index=2/2", + "binding_index=50" + ], + "template_selection_mode": "rule", + "selected_template_rank": 5, + "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_a/n20/sql/v2q_n20_fe98a58793fda2ef.sql", + "usage_summary": { + "dataset_id": "n20", + "model": "v2-cli:codex", + "run_id": "v2q_n20_fe98a58793fda2ef", + "api_calls": 0, + "input_tokens": 13530, + "cached_input_tokens": 12032, + "output_tokens": 318, + "total_tokens": 13848, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13951.66, + "sql_execution_elapsed_ms_total": 19.51, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_fe98a58793fda2ef/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_fe98a58793fda2ef/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_fe98a58793fda2ef/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c7669d81fb12064f63ee90aefa369e77a4804b3c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_fe98a58793fda2ef/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:41:41.536347+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": 13951.66, "started_at": "2026-05-19T15:41:27.583888+00:00", "ended_at": "2026-05-19T15:41:41.535567+00:00", "prompt_metrics": {"chars": 4629, "bytes_utf8": 4629, "lines": 156, "estimated_tokens": null}, "response_metrics": {"chars": 374, "bytes_utf8": 374, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13530, "cached_input_tokens": 12032, "output_tokens": 318, "reasoning_output_tokens": 220}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"V\\\",\\n AVG(CAST(\\\"AP\\\" AS REAL)) OVER (PARTITION BY \\\"V\\\") AS avg_measure\\nFROM \\\"n20\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Uses the requested Window Partition Average template with group_col=\\\"V\\\" and measure_col=\\\"AP\\\". CAST to REAL is added because the schema stores numeric values as TEXT.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_fe98a58793fda2ef/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_fe98a58793fda2ef/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..170814d0beb015c82f3912b22bb1e354e707e10e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_fe98a58793fda2ef/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n20", + "model": "v2-cli:codex", + "run_id": "v2q_n20_fe98a58793fda2ef", + "api_calls": 0, + "input_tokens": 13530, + "cached_input_tokens": 12032, + "output_tokens": 318, + "total_tokens": 13848, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13951.66, + "sql_execution_elapsed_ms_total": 19.51, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_fe98a58793fda2ef/cli/conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file