diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/artifacts/v2q_n12_0e7c9e65443e07ae/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/artifacts/v2q_n12_0e7c9e65443e07ae/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..5c6b5df8e0ba2d486b395c40dcf460dab81235f8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/artifacts/v2q_n12_0e7c9e65443e07ae/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=feature_3. +Result preview: [{"feature_3": "255"}, {"feature_3": "255"}, {"feature_3": "255"}, {"feature_3": "255"}, {"feature_3": "255"}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/artifacts/v2q_n12_0e7c9e65443e07ae/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/artifacts/v2q_n12_0e7c9e65443e07ae/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..e25f20d98d2c3adc316c6453ad1b6799f21f38fc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/artifacts/v2q_n12_0e7c9e65443e07ae/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: n12 +-- 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_n12_0e7c9e65443e07ae +-- problem_id: v2p_n12_577fb439b8d89529 +-- realization_mode: agent +-- source_kind: agent +WITH buckets AS ( + SELECT + "feature_3", + CAST("feature_3" AS REAL) AS "feature_3_num", + NTILE(10) OVER (ORDER BY CAST("feature_3" AS REAL) DESC) AS tail_bucket + FROM "n12" +) +SELECT "feature_3" +FROM buckets +WHERE tail_bucket = 1 +ORDER BY "feature_3_num" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/artifacts/v2q_n12_0e7c9e65443e07ae/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/artifacts/v2q_n12_0e7c9e65443e07ae/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7e27c52d3b1695c5cbedeb1c47b2e5f24ea43854 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/artifacts/v2q_n12_0e7c9e65443e07ae/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 \"feature_3\",\n CAST(\"feature_3\" AS REAL) AS \"feature_3_num\",\n NTILE(10) OVER (ORDER BY CAST(\"feature_3\" AS REAL) DESC) AS tail_bucket\n FROM \"n12\"\n)\nSELECT \"feature_3\"\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY \"feature_3_num\" DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_quantile_tail_slice\\nWITH buckets AS (\\n SELECT\\n \\\"feature_3\\\",\\n CAST(\\\"feature_3\\\" AS REAL) AS \\\"feature_3_num\\\",\\n NTILE(10) OVER (ORDER BY CAST(\\\"feature_3\\\" AS REAL) DESC) AS tail_bucket\\n FROM \\\"n12\\\"\\n)\\nSELECT \\\"feature_3\\\"\\nFROM buckets\\nWHERE tail_bucket = 1\\nORDER BY \\\"feature_3_num\\\" DESC;\", \"columns\": [\"feature_3\"], \"rows\": [{\"feature_3\": \"255\"}, {\"feature_3\": \"255\"}, {\"feature_3\": \"255\"}, {\"feature_3\": \"255\"}, {\"feature_3\": \"255\"}, {\"feature_3\": \"255\"}, {\"feature_3\": \"255\"}, {\"feature_3\": \"255\"}, {\"feature_3\": \"255\"}, {\"feature_3\": \"255\"}, {\"feature_3\": \"255\"}, {\"feature_3\": \"255\"}, {\"feature_3\": \"255\"}, {\"feature_3\": \"255\"}, {\"feature_3\": \"255\"}, {\"feature_3\": \"255\"}, {\"feature_3\": \"255\"}, {\"feature_3\": \"255\"}, {\"feature_3\": \"255\"}, {\"feature_3\": \"255\"}, {\"feature_3\": \"255\"}, {\"feature_3\": \"255\"}, {\"feature_3\": \"255\"}, {\"feature_3\": \"255\"}, {\"feature_3\": \"255\"}, {\"feature_3\": \"255\"}, {\"feature_3\": \"255\"}, {\"feature_3\": \"255\"}, {\"feature_3\": \"255\"}, {\"feature_3\": \"255\"}, {\"feature_3\": \"255\"}, {\"feature_3\": \"255\"}, {\"feature_3\": \"255\"}, {\"feature_3\": \"255\"}, {\"feature_3\": \"255\"}, {\"feature_3\": \"255\"}, {\"feature_3\": \"255\"}, {\"feature_3\": \"255\"}, {\"feature_3\": \"255\"}, {\"feature_3\": \"255\"}, {\"feature_3\": \"255\"}, {\"feature_3\": \"255\"}, {\"feature_3\": \"255\"}, {\"feature_3\": \"255\"}, {\"feature_3\": \"255\"}, {\"feature_3\": \"255\"}, {\"feature_3\": \"255\"}, {\"feature_3\": \"255\"}, {\"feature_3\": \"255\"}, {\"feature_3\": \"255\"}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 379.62}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/artifacts/v2q_n12_0e7c9e65443e07ae/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/artifacts/v2q_n12_0e7c9e65443e07ae/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..a25d4b558dbafa6b019c239b1d21df72434f604e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/artifacts/v2q_n12_0e7c9e65443e07ae/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "n12", + "started_at": "2026-05-19T15:40:51.056538+00:00", + "ended_at": "2026-05-19T15:41:03.963217+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n12_0e7c9e65443e07ae", + "problem_id": "v2p_n12_577fb439b8d89529", + "dataset_id": "n12", + "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=feature_3.", + "bindings": { + "measure_col": "feature_3", + "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": 186.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_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/n12/sql/v2q_n12_0e7c9e65443e07ae.sql", + "usage_summary": { + "dataset_id": "n12", + "model": "v2-cli:codex", + "run_id": "v2q_n12_0e7c9e65443e07ae", + "api_calls": 0, + "input_tokens": 13507, + "cached_input_tokens": 12672, + "output_tokens": 589, + "total_tokens": 14096, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12519.87, + "sql_execution_elapsed_ms_total": 379.62, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n12/artifacts/v2q_n12_0e7c9e65443e07ae/cli/conversation.jsonl", + "note": "Executed through a 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/n12/artifacts/v2q_n12_0e7c9e65443e07ae/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/artifacts/v2q_n12_0e7c9e65443e07ae/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a9e4b36bad669737461434f66b10c633901cf6d1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/artifacts/v2q_n12_0e7c9e65443e07ae/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:41:03.579913+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": 12519.87, "started_at": "2026-05-19T15:40:51.059206+00:00", "ended_at": "2026-05-19T15:41:03.579102+00:00", "prompt_metrics": {"chars": 4716, "bytes_utf8": 4716, "lines": 142, "estimated_tokens": null}, "response_metrics": {"chars": 583, "bytes_utf8": 583, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13507, "cached_input_tokens": 12672, "output_tokens": 589, "reasoning_output_tokens": 424}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_m4_quantile_tail_slice\\nWITH buckets AS (\\n SELECT\\n \\\"feature_3\\\",\\n CAST(\\\"feature_3\\\" AS REAL) AS \\\"feature_3_num\\\",\\n NTILE(10) OVER (ORDER BY CAST(\\\"feature_3\\\" AS REAL) DESC) AS tail_bucket\\n FROM \\\"n12\\\"\\n)\\nSELECT \\\"feature_3\\\"\\nFROM buckets\\nWHERE tail_bucket = 1\\nORDER BY \\\"feature_3_num\\\" DESC;\",\"notes\":\"Used the planned Quantile Tail Slice template with measure_col bound to \\\"feature_3\\\". Casted \\\"feature_3\\\" to REAL because the schema stores it as TEXT, ensuring numeric tail bucketing and ordering in SQLite.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/artifacts/v2q_n12_0e7c9e65443e07ae/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/artifacts/v2q_n12_0e7c9e65443e07ae/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..4a936f144ef814fcc67346bbe89f3a9cf6f4b237 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/artifacts/v2q_n12_0e7c9e65443e07ae/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n12", + "model": "v2-cli:codex", + "run_id": "v2q_n12_0e7c9e65443e07ae", + "api_calls": 0, + "input_tokens": 13507, + "cached_input_tokens": 12672, + "output_tokens": 589, + "total_tokens": 14096, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12519.87, + "sql_execution_elapsed_ms_total": 379.62, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n12/artifacts/v2q_n12_0e7c9e65443e07ae/cli/conversation.jsonl", + "note": "Executed through a 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/n12/artifacts/v2q_n12_0fac57cb1e7c9e1b/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/artifacts/v2q_n12_0fac57cb1e7c9e1b/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..6862610606c5bd442d2dccde5d44e20a63b54ffd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/artifacts/v2q_n12_0fac57cb1e7c9e1b/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=feature_2. +Result preview: [{"empirical_cdf_at_threshold": 0.3381090929865297}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/artifacts/v2q_n12_0fac57cb1e7c9e1b/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/artifacts/v2q_n12_0fac57cb1e7c9e1b/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..167bc8ddc979be2ed26d581e1663abd2ef8436e5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/artifacts/v2q_n12_0fac57cb1e7c9e1b/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: n12 +-- 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_n12_0fac57cb1e7c9e1b +-- problem_id: v2p_n12_768cf57d01ef3535 +-- realization_mode: agent +-- source_kind: agent +SELECT AVG(CASE WHEN CAST("feature_2" AS REAL) <= 116.0 THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold +FROM "n12"; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/artifacts/v2q_n12_0fac57cb1e7c9e1b/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/artifacts/v2q_n12_0fac57cb1e7c9e1b/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e04e8906e4b9f997843f91e33238305f57389220 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/artifacts/v2q_n12_0fac57cb1e7c9e1b/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_threshold_rarity_cdf\nSELECT AVG(CASE WHEN CAST(\"feature_2\" AS REAL) <= 116.0 THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM \"n12\";", "result": "{\"query\": \"-- template_id: tpl_threshold_rarity_cdf\\nSELECT AVG(CASE WHEN CAST(\\\"feature_2\\\" AS REAL) <= 116.0 THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\\nFROM \\\"n12\\\";\", \"columns\": [\"empirical_cdf_at_threshold\"], \"rows\": [{\"empirical_cdf_at_threshold\": 0.3381090929865297}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 38.27}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/artifacts/v2q_n12_0fac57cb1e7c9e1b/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/artifacts/v2q_n12_0fac57cb1e7c9e1b/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..2944152f7d0db7fd6a1a335c52c3b877bf054a0f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/artifacts/v2q_n12_0fac57cb1e7c9e1b/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "n12", + "started_at": "2026-05-19T15:55:14.563926+00:00", + "ended_at": "2026-05-19T15:55:25.389027+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n12_0fac57cb1e7c9e1b", + "problem_id": "v2p_n12_768cf57d01ef3535", + "dataset_id": "n12", + "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=feature_2.", + "bindings": { + "measure_col": "feature_2", + "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": 116.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_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", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n12/sql/v2q_n12_0fac57cb1e7c9e1b.sql", + "usage_summary": { + "dataset_id": "n12", + "model": "v2-cli:codex", + "run_id": "v2q_n12_0fac57cb1e7c9e1b", + "api_calls": 0, + "input_tokens": 13443, + "cached_input_tokens": 12672, + "output_tokens": 199, + "total_tokens": 13642, + "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": 9779.47, + "sql_execution_elapsed_ms_total": 38.27, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n12/artifacts/v2q_n12_0fac57cb1e7c9e1b/cli/conversation.jsonl", + "note": "Executed through a 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/n12/artifacts/v2q_n12_0fac57cb1e7c9e1b/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/artifacts/v2q_n12_0fac57cb1e7c9e1b/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3206dad1ede527f9e3f91ecd0d7f2aa3fb55f79a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/artifacts/v2q_n12_0fac57cb1e7c9e1b/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T15:55:17.808679+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": 3241.74, "started_at": "2026-05-19T15:55:14.566160+00:00", "ended_at": "2026-05-19T15:55:17.807926+00:00", "prompt_metrics": {"chars": 4482, "bytes_utf8": 4482, "lines": 142, "estimated_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-ce2d-7372-b128-1e51defaeef5\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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": "2026-05-19T15:55:25.348794+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": 6537.73, "started_at": "2026-05-19T15:55:18.809934+00:00", "ended_at": "2026-05-19T15:55:25.347716+00:00", "prompt_metrics": {"chars": 4482, "bytes_utf8": 4482, "lines": 142, "estimated_tokens": null}, "response_metrics": {"chars": 381, "bytes_utf8": 381, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13443, "cached_input_tokens": 12672, "output_tokens": 199, "reasoning_output_tokens": 94}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_threshold_rarity_cdf\\nSELECT AVG(CASE WHEN CAST(\\\"feature_2\\\" AS REAL) <= 116.0 THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\\nFROM \\\"n12\\\";\",\"notes\":\"Used the provided Threshold Rarity CDF template with measure_col bound to feature_2 and measure_threshold fixed at 116.0. CAST to REAL is included because the schema stores feature columns as TEXT.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/artifacts/v2q_n12_0fac57cb1e7c9e1b/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/artifacts/v2q_n12_0fac57cb1e7c9e1b/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..e14761bb46b4cdaa410ed70a0a2025440560728a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/artifacts/v2q_n12_0fac57cb1e7c9e1b/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n12", + "model": "v2-cli:codex", + "run_id": "v2q_n12_0fac57cb1e7c9e1b", + "api_calls": 0, + "input_tokens": 13443, + "cached_input_tokens": 12672, + "output_tokens": 199, + "total_tokens": 13642, + "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": 9779.47, + "sql_execution_elapsed_ms_total": 38.27, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n12/artifacts/v2q_n12_0fac57cb1e7c9e1b/cli/conversation.jsonl", + "note": "Executed through a 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/n12/artifacts/v2q_n12_1e0398700e4c41c6/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/artifacts/v2q_n12_1e0398700e4c41c6/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..5ff1a17097763b293974d464063b47a73ab2f3bd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/artifacts/v2q_n12_1e0398700e4c41c6/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=feature_3, measure_col=feature_3. +Result preview: [{"feature_3": "170", "feature_1": "205", "total_measure": 119340.0, "share_within_group": 63.76021798365122}, {"feature_3": "164", "feature_1": "201", "total_measure": 116276.0, "share_within_group": 56.629392971246006}, {"feature_3": "165", "feature_1": "202", "total_measure": 69795.0, "share_within_group": 52.22222222222222}, {"feature_3": "158", "feature_1": "198", "total_measure": 172220.0, "share_within_group": 50.83955223880597}, {"feature_3": "113", "feature_1": "164", "total_measure": 104073.0, "share_within_group": 44.70873786407767}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/artifacts/v2q_n12_1e0398700e4c41c6/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/artifacts/v2q_n12_1e0398700e4c41c6/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..331defbf1c36e2eaa4cf526886ba48452a831e4e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/artifacts/v2q_n12_1e0398700e4c41c6/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: n12 +-- 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_n12_1e0398700e4c41c6 +-- problem_id: v2p_n12_4c64c458d44d5897 +-- realization_mode: agent +-- source_kind: agent +SELECT + "feature_3", + "feature_1", + SUM(CAST("feature_3" AS REAL)) AS total_measure, + SUM(CAST("feature_3" AS REAL)) * 100.0 + / SUM(SUM(CAST("feature_3" AS REAL))) OVER (PARTITION BY "feature_3") AS share_within_group +FROM "n12" +GROUP BY "feature_3", "feature_1" +ORDER BY share_within_group DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/artifacts/v2q_n12_1e0398700e4c41c6/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/artifacts/v2q_n12_1e0398700e4c41c6/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..cbbfeca1db35211bcd6ebfaeae350e46713a3f8d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/artifacts/v2q_n12_1e0398700e4c41c6/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 \"feature_3\",\n \"feature_1\",\n SUM(CAST(\"feature_3\" AS REAL)) AS total_measure,\n SUM(CAST(\"feature_3\" AS REAL)) * 100.0\n / SUM(SUM(CAST(\"feature_3\" AS REAL))) OVER (PARTITION BY \"feature_3\") AS share_within_group\nFROM \"n12\"\nGROUP BY \"feature_3\", \"feature_1\"\nORDER BY share_within_group DESC;", "result": "{\"query\": \"-- template_id: tpl_tpcds_within_group_share\\nSELECT\\n \\\"feature_3\\\",\\n \\\"feature_1\\\",\\n SUM(CAST(\\\"feature_3\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"feature_3\\\" AS REAL)) * 100.0\\n / SUM(SUM(CAST(\\\"feature_3\\\" AS REAL))) OVER (PARTITION BY \\\"feature_3\\\") AS share_within_group\\nFROM \\\"n12\\\"\\nGROUP BY \\\"feature_3\\\", \\\"feature_1\\\"\\nORDER BY share_within_group DESC;\", \"columns\": [\"feature_3\", \"feature_1\", \"total_measure\", \"share_within_group\"], \"rows\": [{\"feature_3\": \"170\", \"feature_1\": \"205\", \"total_measure\": 119340.0, \"share_within_group\": 63.76021798365122}, {\"feature_3\": \"164\", \"feature_1\": \"201\", \"total_measure\": 116276.0, \"share_within_group\": 56.629392971246006}, {\"feature_3\": \"165\", \"feature_1\": \"202\", \"total_measure\": 69795.0, \"share_within_group\": 52.22222222222222}, {\"feature_3\": \"158\", \"feature_1\": \"198\", \"total_measure\": 172220.0, \"share_within_group\": 50.83955223880597}, {\"feature_3\": \"113\", \"feature_1\": \"164\", \"total_measure\": 104073.0, \"share_within_group\": 44.70873786407767}, {\"feature_3\": \"157\", \"feature_1\": \"196\", \"total_measure\": 103306.0, \"share_within_group\": 43.23258869908016}, {\"feature_3\": \"162\", \"feature_1\": \"201\", \"total_measure\": 264222.0, \"share_within_group\": 42.57374053771861}, {\"feature_3\": \"121\", \"feature_1\": \"172\", \"total_measure\": 123904.0, \"share_within_group\": 41.89852700490999}, {\"feature_3\": \"72\", \"feature_1\": \"4\", \"total_measure\": 11664.0, \"share_within_group\": 41.53846153846154}, {\"feature_3\": \"156\", \"feature_1\": \"195\", \"total_measure\": 68796.0, \"share_within_group\": 40.16393442622951}, {\"feature_3\": \"131\", \"feature_1\": \"178\", \"total_measure\": 196762.0, \"share_within_group\": 39.60970464135021}, {\"feature_3\": \"162\", \"feature_1\": \"199\", \"total_measure\": 244458.0, \"share_within_group\": 39.389193422083004}, {\"feature_3\": \"90\", \"feature_1\": \"136\", \"total_measure\": 56610.0, \"share_within_group\": 39.141257000622275}, {\"feature_3\": \"129\", \"feature_1\": \"179\", \"total_measure\": 172989.0, \"share_within_group\": 38.118249005116546}, {\"feature_3\": \"135\", \"feature_1\": \"182\", \"total_measure\": 162810.0, \"share_within_group\": 37.23371410929299}, {\"feature_3\": \"134\", \"feature_1\": \"181\", \"total_measure\": 132794.0, \"share_within_group\": 35.87979724837074}, {\"feature_3\": \"163\", \"feature_1\": \"200\", \"total_measure\": 160229.0, \"share_within_group\": 35.758457620953074}, {\"feature_3\": \"169\", \"feature_1\": \"204\", \"total_measure\": 44785.0, \"share_within_group\": 35.52278820375335}, {\"feature_3\": \"122\", \"feature_1\": \"173\", \"total_measure\": 98820.0, \"share_within_group\": 34.79381443298969}, {\"feature_3\": \"138\", \"feature_1\": \"183\", \"total_measure\": 72450.0, \"share_within_group\": 33.91472868217054}, {\"feature_3\": \"160\", \"feature_1\": \"199\", \"total_measure\": 98080.0, \"share_within_group\": 33.68131868131868}, {\"feature_3\": \"21\", \"feature_1\": \"54\", \"total_measure\": 15624.0, \"share_within_group\": 33.46828609986505}, {\"feature_3\": \"160\", \"feature_1\": \"197\", \"total_measure\": 96800.0, \"share_within_group\": 33.24175824175824}, {\"feature_3\": \"139\", \"feature_1\": \"184\", \"total_measure\": 47121.0, \"share_within_group\": 33.17025440313112}, {\"feature_3\": \"250\", \"feature_1\": \"248\", \"total_measure\": 83250.0, \"share_within_group\": 33.1013916500994}, {\"feature_3\": \"163\", \"feature_1\": \"199\", \"total_measure\": 145559.0, \"share_within_group\": 32.48453983266642}, {\"feature_3\": \"133\", \"feature_1\": \"181\", \"total_measure\": 103740.0, \"share_within_group\": 32.445923460898506}, {\"feature_3\": \"57\", \"feature_1\": \"116\", \"total_measure\": 9120.0, \"share_within_group\": 32.323232323232325}, {\"feature_3\": \"115\", \"feature_1\": \"165\", \"total_measure\": 65320.0, \"share_within_group\": 31.123287671232877}, {\"feature_3\": \"112\", \"feature_1\": \"163\", \"total_measure\": 75152.0, \"share_within_group\": 30.555555555555557}, {\"feature_3\": \"120\", \"feature_1\": \"171\", \"total_measure\": 72600.0, \"share_within_group\": 30.20469296055916}, {\"feature_3\": \"124\", \"feature_1\": \"174\", \"total_measure\": 79360.0, \"share_within_group\": 30.14601978332548}, {\"feature_3\": \"168\", \"feature_1\": \"204\", \"total_measure\": 31248.0, \"share_within_group\": 30.0}, {\"feature_3\": \"128\", \"feature_1\": \"178\", \"total_measure\": 110080.0, \"share_within_group\": 29.43189596167009}, {\"feature_3\": \"7\", \"feature_1\": \"32\", \"total_measure\": 2989.0, \"share_within_group\": 29.1866028708134}, {\"feature_3\": \"59\", \"feature_1\": \"118\", \"total_measure\": 7434.0, \"share_within_group\": 28.506787330316744}, {\"feature_3\": \"130\", \"feature_1\": \"178\", \"total_measure\": 88790.0, \"share_within_group\": 28.50584307178631}, {\"feature_3\": \"155\", \"feature_1\": \"194\", \"total_measure\": 39060.0, \"share_within_group\": 28.47457627118644}, {\"feature_3\": \"89\", \"feature_1\": \"138\", \"total_measure\": 36846.0, \"share_within_group\": 28.45360824742268}, {\"feature_3\": \"125\", \"feature_1\": \"175\", \"total_measure\": 90500.0, \"share_within_group\": 28.248146703082327}, {\"feature_3\": \"159\", \"feature_1\": \"198\", \"total_measure\": 54696.0, \"share_within_group\": 28.01302931596091}, {\"feature_3\": \"8\", \"feature_1\": \"35\", \"total_measure\": 2928.0, \"share_within_group\": 27.790432801822323}, {\"feature_3\": \"55\", \"feature_1\": \"114\", \"total_measure\": 6050.0, \"share_within_group\": 27.77777777777778}, {\"feature_3\": \"81\", \"feature_1\": \"140\", \"total_measure\": 9396.0, \"share_within_group\": 27.684964200477328}, {\"feature_3\": \"140\", \"feature_1\": \"185\", \"total_measure\": 39340.0, \"share_within_group\": 27.30806608357629}, {\"feature_3\": \"132\", \"feature_1\": \"180\", \"total_measure\": 135036.0, \"share_within_group\": 27.229172211871173}, {\"feature_3\": \"117\", \"feature_1\": \"165\", \"total_measure\": 28899.0, \"share_within_group\": 26.789587852494577}, {\"feature_3\": \"114\", \"feature_1\": \"164\", \"total_measure\": 88578.0, \"share_within_group\": 26.728586171310628}, {\"feature_3\": \"126\", \"feature_1\": \"176\", \"total_measure\": 88200.0, \"share_within_group\": 26.41509433962264}, {\"feature_3\": \"60\", \"feature_1\": \"119\", \"total_measure\": 7080.0, \"share_within_group\": 26.106194690265486}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 246.22}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/artifacts/v2q_n12_1e0398700e4c41c6/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/artifacts/v2q_n12_1e0398700e4c41c6/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..629f021229045b1b6777398d8ca9b64bfe14028c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/artifacts/v2q_n12_1e0398700e4c41c6/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:33:57.204130+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": 15421.91, "started_at": "2026-05-19T15:33:41.781346+00:00", "ended_at": "2026-05-19T15:33:57.203288+00:00", "prompt_metrics": {"chars": 4959, "bytes_utf8": 4959, "lines": 146, "estimated_tokens": null}, "response_metrics": {"chars": 614, "bytes_utf8": 614, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13576, "cached_input_tokens": 12672, "output_tokens": 704, "reasoning_output_tokens": 516}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT\\n \\\"feature_3\\\",\\n \\\"feature_1\\\",\\n SUM(CAST(\\\"feature_3\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"feature_3\\\" AS REAL)) * 100.0\\n / SUM(SUM(CAST(\\\"feature_3\\\" AS REAL))) OVER (PARTITION BY \\\"feature_3\\\") AS share_within_group\\nFROM \\\"n12\\\"\\nGROUP BY \\\"feature_3\\\", \\\"feature_1\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Applied the planned Within-Group Share of Total template with group_col=\\\"feature_3\\\", item_col=\\\"feature_1\\\", and measure_col=\\\"feature_3\\\". Casted \\\"feature_3\\\" to REAL because the schema stores it as TEXT in SQLite.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/artifacts/v2q_n12_323a84fcf8248e82/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/artifacts/v2q_n12_323a84fcf8248e82/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..f9dbf259cad32ac3c1cb31fa4cb9690f408d3fb6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/artifacts/v2q_n12_323a84fcf8248e82/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=target, measure_col=feature_2. +Result preview: [{"target": "2", "group_value": 25015862.0}, {"target": "1", "group_value": 7455986.0}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/artifacts/v2q_n12_323a84fcf8248e82/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/artifacts/v2q_n12_323a84fcf8248e82/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..9ab08a7295771a7c24927f1fcef720c81c33577e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/artifacts/v2q_n12_323a84fcf8248e82/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: n12 +-- 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_n12_323a84fcf8248e82 +-- problem_id: v2p_n12_aa5e442557cf938f +-- realization_mode: agent +-- source_kind: agent +WITH "grouped" AS ( + SELECT "target", SUM(CAST("feature_2" AS REAL)) AS "group_value" + FROM "n12" + GROUP BY "target" +), +"total" AS ( + SELECT SUM("group_value") AS "total_value" + FROM "grouped" +) +SELECT g."target", 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/n12/artifacts/v2q_n12_323a84fcf8248e82/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/artifacts/v2q_n12_323a84fcf8248e82/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..eb9fcab518399bae11919cab0ac5484ff82ed2fa --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/artifacts/v2q_n12_323a84fcf8248e82/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 \"target\", SUM(CAST(\"feature_2\" AS REAL)) AS \"group_value\"\n FROM \"n12\"\n GROUP BY \"target\"\n),\n\"total\" AS (\n SELECT SUM(\"group_value\") AS \"total_value\"\n FROM \"grouped\"\n)\nSELECT g.\"target\", 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 \\\"target\\\", SUM(CAST(\\\"feature_2\\\" AS REAL)) AS \\\"group_value\\\"\\n FROM \\\"n12\\\"\\n GROUP BY \\\"target\\\"\\n),\\n\\\"total\\\" AS (\\n SELECT SUM(\\\"group_value\\\") AS \\\"total_value\\\"\\n FROM \\\"grouped\\\"\\n)\\nSELECT g.\\\"target\\\", 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\": [\"target\", \"group_value\"], \"rows\": [{\"target\": \"2\", \"group_value\": 25015862.0}, {\"target\": \"1\", \"group_value\": 7455986.0}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 83.12}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/artifacts/v2q_n12_323a84fcf8248e82/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/artifacts/v2q_n12_323a84fcf8248e82/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..43daae44d28e1b39a19d4fd541c987271cdfd809 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/artifacts/v2q_n12_323a84fcf8248e82/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "n12", + "started_at": "2026-05-19T15:44:35.912201+00:00", + "ended_at": "2026-05-19T15:44:54.581667+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n12_323a84fcf8248e82", + "problem_id": "v2p_n12_aa5e442557cf938f", + "dataset_id": "n12", + "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=target, measure_col=feature_2.", + "bindings": { + "group_col": "target", + "measure_col": "feature_2", + "top_k": 14, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 116.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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/n12/sql/v2q_n12_323a84fcf8248e82.sql", + "usage_summary": { + "dataset_id": "n12", + "model": "v2-cli:codex", + "run_id": "v2q_n12_323a84fcf8248e82", + "api_calls": 0, + "input_tokens": 13590, + "cached_input_tokens": 12032, + "output_tokens": 704, + "total_tokens": 14294, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 18580.42, + "sql_execution_elapsed_ms_total": 83.12, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n12/artifacts/v2q_n12_323a84fcf8248e82/cli/conversation.jsonl", + "note": "Executed through a 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/n12/artifacts/v2q_n12_323a84fcf8248e82/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/artifacts/v2q_n12_323a84fcf8248e82/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1a56f245ccbc2538a26390dc315780bf0ccfb6ad --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/artifacts/v2q_n12_323a84fcf8248e82/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:44:54.496599+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": 18580.42, "started_at": "2026-05-19T15:44:35.915202+00:00", "ended_at": "2026-05-19T15:44:54.495658+00:00", "prompt_metrics": {"chars": 5097, "bytes_utf8": 5097, "lines": 144, "estimated_tokens": null}, "response_metrics": {"chars": 626, "bytes_utf8": 626, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13590, "cached_input_tokens": 12032, "output_tokens": 704, "reasoning_output_tokens": 516}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tpch_relative_total_threshold\\nWITH \\\"grouped\\\" AS (\\n SELECT \\\"target\\\", SUM(CAST(\\\"feature_2\\\" AS REAL)) AS \\\"group_value\\\"\\n FROM \\\"n12\\\"\\n GROUP BY \\\"target\\\"\\n),\\n\\\"total\\\" AS (\\n SELECT SUM(\\\"group_value\\\") AS \\\"total_value\\\"\\n FROM \\\"grouped\\\"\\n)\\nSELECT g.\\\"target\\\", 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=\\\"target\\\" and measure_col=\\\"feature_2\\\"; cast \\\"feature_2\\\" from TEXT to REAL for SQLite numeric aggregation.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/artifacts/v2q_n12_323a84fcf8248e82/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/artifacts/v2q_n12_323a84fcf8248e82/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..001ce790f04904a613fdafdda0a12f042020a2b9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/artifacts/v2q_n12_323a84fcf8248e82/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n12", + "model": "v2-cli:codex", + "run_id": "v2q_n12_323a84fcf8248e82", + "api_calls": 0, + "input_tokens": 13590, + "cached_input_tokens": 12032, + "output_tokens": 704, + "total_tokens": 14294, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 18580.42, + "sql_execution_elapsed_ms_total": 83.12, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n12/artifacts/v2q_n12_323a84fcf8248e82/cli/conversation.jsonl", + "note": "Executed through a 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/n12/artifacts/v2q_n12_42fabdd853eeaef6/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/artifacts/v2q_n12_42fabdd853eeaef6/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..c1ab887151e340fe9405cfbbedeec62347e5342d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/artifacts/v2q_n12_42fabdd853eeaef6/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "n12", + "started_at": "2026-05-19T15:43:26.270479+00:00", + "ended_at": "2026-05-19T15:43:40.738011+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n12_42fabdd853eeaef6", + "problem_id": "v2p_n12_6e19fb64c65c1179", + "dataset_id": "n12", + "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=feature_1, measure_col=feature_2.", + "bindings": { + "group_col": "feature_1", + "measure_col": "feature_2", + "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": 104.84, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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/n12/sql/v2q_n12_42fabdd853eeaef6.sql", + "usage_summary": { + "dataset_id": "n12", + "model": "v2-cli:codex", + "run_id": "v2q_n12_42fabdd853eeaef6", + "api_calls": 0, + "input_tokens": 13594, + "cached_input_tokens": 12672, + "output_tokens": 686, + "total_tokens": 14280, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14336.78, + "sql_execution_elapsed_ms_total": 124.87, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n12/artifacts/v2q_n12_42fabdd853eeaef6/cli/conversation.jsonl", + "note": "Executed through a 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/n12/artifacts/v2q_n12_42fabdd853eeaef6/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/artifacts/v2q_n12_42fabdd853eeaef6/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..e0200fcc4f32a5c3094ec43cd5e173a33411a932 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/artifacts/v2q_n12_42fabdd853eeaef6/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n12", + "model": "v2-cli:codex", + "run_id": "v2q_n12_42fabdd853eeaef6", + "api_calls": 0, + "input_tokens": 13594, + "cached_input_tokens": 12672, + "output_tokens": 686, + "total_tokens": 14280, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14336.78, + "sql_execution_elapsed_ms_total": 124.87, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n12/artifacts/v2q_n12_42fabdd853eeaef6/cli/conversation.jsonl", + "note": "Executed through a 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/n12/artifacts/v2q_n12_4b4368e8d034fea4/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/artifacts/v2q_n12_4b4368e8d034fea4/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..6dfb6efc2c93e85e9c91e1db80dede740c58c3fe --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/artifacts/v2q_n12_4b4368e8d034fea4/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=target, condition_col=target. +Result preview: [{"target": "1", "condition_rate": 1.0}, {"target": "2", "condition_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/artifacts/v2q_n12_4b4368e8d034fea4/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/artifacts/v2q_n12_4b4368e8d034fea4/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..e4d67701f954c2641343451a7396809a235f9da7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/artifacts/v2q_n12_4b4368e8d034fea4/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: n12 +-- 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_n12_4b4368e8d034fea4 +-- problem_id: v2p_n12_51cd0ab1976a73b1 +-- realization_mode: agent +-- source_kind: agent +SELECT "target", + AVG(CASE WHEN "target" = '1' THEN 1 ELSE 0 END) AS condition_rate +FROM "n12" +GROUP BY "target" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/artifacts/v2q_n12_4b4368e8d034fea4/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/artifacts/v2q_n12_4b4368e8d034fea4/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1379d7ad61f068b3be3a75bf6f4a01dad3c25d82 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/artifacts/v2q_n12_4b4368e8d034fea4/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 \"target\",\n AVG(CASE WHEN \"target\" = '1' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"n12\"\nGROUP BY \"target\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"target\\\",\\n AVG(CASE WHEN \\\"target\\\" = '1' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"n12\\\"\\nGROUP BY \\\"target\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"target\", \"condition_rate\"], \"rows\": [{\"target\": \"1\", \"condition_rate\": 1.0}, {\"target\": \"2\", \"condition_rate\": 0.0}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 73.94}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/artifacts/v2q_n12_4b4368e8d034fea4/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/artifacts/v2q_n12_4b4368e8d034fea4/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..090fc4a8a1b2ef13594e6886455e3bbc2a0048f9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/artifacts/v2q_n12_4b4368e8d034fea4/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "n12", + "started_at": "2026-05-19T15:53:34.487781+00:00", + "ended_at": "2026-05-19T15:53:48.407773+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n12_4b4368e8d034fea4", + "problem_id": "v2p_n12_51cd0ab1976a73b1", + "dataset_id": "n12", + "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=target, condition_col=target.", + "bindings": { + "group_col": "target", + "condition_col": "target", + "condition_value": "1", + "positive_value": "1", + "negative_value": "2", + "top_k": 14, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 115.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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/n12/sql/v2q_n12_4b4368e8d034fea4.sql", + "usage_summary": { + "dataset_id": "n12", + "model": "v2-cli:codex", + "run_id": "v2q_n12_4b4368e8d034fea4", + "api_calls": 0, + "input_tokens": 13509, + "cached_input_tokens": 12672, + "output_tokens": 431, + "total_tokens": 13940, + "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": 12837.91, + "sql_execution_elapsed_ms_total": 73.94, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n12/artifacts/v2q_n12_4b4368e8d034fea4/cli/conversation.jsonl", + "note": "Executed through a 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/n12/artifacts/v2q_n12_4b4368e8d034fea4/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/artifacts/v2q_n12_4b4368e8d034fea4/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..24420a17a2ae92e5cf96808e2cca587ddab7425b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/artifacts/v2q_n12_4b4368e8d034fea4/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T15:53:37.147120+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": 2655.62, "started_at": "2026-05-19T15:53:34.490708+00:00", "ended_at": "2026-05-19T15:53:37.146356+00:00", "prompt_metrics": {"chars": 4772, "bytes_utf8": 4772, "lines": 147, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40f1-4724-7c41-8a71-603f8f24a4bb\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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": "2026-05-19T15:53:48.331430+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": 10182.29, "started_at": "2026-05-19T15:53:38.148336+00:00", "ended_at": "2026-05-19T15:53:48.330674+00:00", "prompt_metrics": {"chars": 4772, "bytes_utf8": 4772, "lines": 147, "estimated_tokens": null}, "response_metrics": {"chars": 470, "bytes_utf8": 470, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13509, "cached_input_tokens": 12672, "output_tokens": 431, "reasoning_output_tokens": 304}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"target\\\",\\n AVG(CASE WHEN \\\"target\\\" = '1' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"n12\\\"\\nGROUP BY \\\"target\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Uses the Grouped Condition Rate template with group_col=\\\"target\\\" and condition_col=\\\"target\\\". Because the grouping column and condition column are the same, the resulting rate is 1.0 for rows where target='1' and 0.0 for other target groups.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/artifacts/v2q_n12_4b4368e8d034fea4/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/artifacts/v2q_n12_4b4368e8d034fea4/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..b042849f3440414268fa40ec67cf281d2492db73 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/artifacts/v2q_n12_4b4368e8d034fea4/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n12", + "model": "v2-cli:codex", + "run_id": "v2q_n12_4b4368e8d034fea4", + "api_calls": 0, + "input_tokens": 13509, + "cached_input_tokens": 12672, + "output_tokens": 431, + "total_tokens": 13940, + "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": 12837.91, + "sql_execution_elapsed_ms_total": 73.94, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n12/artifacts/v2q_n12_4b4368e8d034fea4/cli/conversation.jsonl", + "note": "Executed through a 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/n12/artifacts/v2q_n12_70c6ebd1768f6430/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/artifacts/v2q_n12_70c6ebd1768f6430/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..02a90285dc29b1bed360d3218192479a1af9fe42 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/artifacts/v2q_n12_70c6ebd1768f6430/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=feature_2, measure_col=feature_3. \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/artifacts/v2q_n12_70c6ebd1768f6430/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/artifacts/v2q_n12_70c6ebd1768f6430/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..967033387ea6c415e8105e9e673163ac76c4cff5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/artifacts/v2q_n12_70c6ebd1768f6430/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: n12 +-- 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_n12_70c6ebd1768f6430 +-- problem_id: v2p_n12_6fb93a004868f54a +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "feature_2", SUM(CAST("feature_3" AS REAL)) AS group_value + FROM "n12" + GROUP BY "feature_2" +), total AS ( + SELECT SUM(group_value) AS total_value + FROM grouped +) +SELECT g."feature_2", 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/n12/artifacts/v2q_n12_70c6ebd1768f6430/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/artifacts/v2q_n12_70c6ebd1768f6430/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b4b71409ca57200c3614d848d4500860c2476076 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/artifacts/v2q_n12_70c6ebd1768f6430/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 \"feature_2\", SUM(CAST(\"feature_3\" AS REAL)) AS group_value\n FROM \"n12\"\n GROUP BY \"feature_2\"\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.\"feature_2\", 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 \\\"feature_2\\\", SUM(CAST(\\\"feature_3\\\" AS REAL)) AS group_value\\n FROM \\\"n12\\\"\\n GROUP BY \\\"feature_2\\\"\\n), total AS (\\n SELECT SUM(group_value) AS total_value\\n FROM grouped\\n)\\nSELECT g.\\\"feature_2\\\", 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\": [\"feature_2\", \"group_value\"], \"rows\": [], \"row_count_returned\": 0, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 127.59}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/artifacts/v2q_n12_70c6ebd1768f6430/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/artifacts/v2q_n12_70c6ebd1768f6430/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..8c5194c3fe6dbf0b1d2e8de77a23dcd3298c4c0f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/artifacts/v2q_n12_70c6ebd1768f6430/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "n12", + "started_at": "2026-05-19T15:43:40.738554+00:00", + "ended_at": "2026-05-19T15:43:56.461609+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n12_70c6ebd1768f6430", + "problem_id": "v2p_n12_6fb93a004868f54a", + "dataset_id": "n12", + "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=feature_2, measure_col=feature_3.", + "bindings": { + "group_col": "feature_2", + "measure_col": "feature_3", + "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": 186.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'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/n12/sql/v2q_n12_70c6ebd1768f6430.sql", + "usage_summary": { + "dataset_id": "n12", + "model": "v2-cli:codex", + "run_id": "v2q_n12_70c6ebd1768f6430", + "api_calls": 0, + "input_tokens": 13594, + "cached_input_tokens": 12032, + "output_tokens": 435, + "total_tokens": 14029, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15589.43, + "sql_execution_elapsed_ms_total": 127.59, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n12/artifacts/v2q_n12_70c6ebd1768f6430/cli/conversation.jsonl", + "note": "Executed through a 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/n12/artifacts/v2q_n12_70c6ebd1768f6430/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/artifacts/v2q_n12_70c6ebd1768f6430/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..998270c418de3b900b776b0086c0a25a3fa31ed6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/artifacts/v2q_n12_70c6ebd1768f6430/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:43:56.331939+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": 15589.43, "started_at": "2026-05-19T15:43:40.741508+00:00", "ended_at": "2026-05-19T15:43:56.330967+00:00", "prompt_metrics": {"chars": 5103, "bytes_utf8": 5103, "lines": 144, "estimated_tokens": null}, "response_metrics": {"chars": 635, "bytes_utf8": 635, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13594, "cached_input_tokens": 12032, "output_tokens": 435, "reasoning_output_tokens": 261}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tpch_relative_total_threshold\\nWITH grouped AS (\\n SELECT \\\"feature_2\\\", SUM(CAST(\\\"feature_3\\\" AS REAL)) AS group_value\\n FROM \\\"n12\\\"\\n GROUP BY \\\"feature_2\\\"\\n), total AS (\\n SELECT SUM(group_value) AS total_value\\n FROM grouped\\n)\\nSELECT g.\\\"feature_2\\\", 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=\\\"feature_2\\\" and measure_col=\\\"feature_3\\\". Cast \\\"feature_3\\\" from TEXT to REAL for SQLite-safe aggregation.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/artifacts/v2q_n12_70c6ebd1768f6430/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/artifacts/v2q_n12_70c6ebd1768f6430/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..887ad074fd8c09c1f3ae6271ee715234f701cf49 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/artifacts/v2q_n12_70c6ebd1768f6430/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n12", + "model": "v2-cli:codex", + "run_id": "v2q_n12_70c6ebd1768f6430", + "api_calls": 0, + "input_tokens": 13594, + "cached_input_tokens": 12032, + "output_tokens": 435, + "total_tokens": 14029, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15589.43, + "sql_execution_elapsed_ms_total": 127.59, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n12/artifacts/v2q_n12_70c6ebd1768f6430/cli/conversation.jsonl", + "note": "Executed through a 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/n12/artifacts/v2q_n12_a89cf6e292ba8ffd/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/artifacts/v2q_n12_a89cf6e292ba8ffd/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..2b4b2fc466476f0097661e9207bf7df1f86f2eae --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/artifacts/v2q_n12_a89cf6e292ba8ffd/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=feature_2, measure_col=feature_3. +Result preview: [{"feature_2": "178", "total_measure": 692715.0}, {"feature_2": "179", "total_measure": 655339.0}, {"feature_2": "177", "total_measure": 600046.0}, {"feature_2": "175", "total_measure": 576115.0}, {"feature_2": "197", "total_measure": 569529.0}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/artifacts/v2q_n12_a89cf6e292ba8ffd/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/artifacts/v2q_n12_a89cf6e292ba8ffd/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..ffbd5b36279368e96aef7302165f3d817d5eace9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/artifacts/v2q_n12_a89cf6e292ba8ffd/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: n12 +-- 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_n12_a89cf6e292ba8ffd +-- problem_id: v2p_n12_348a9656f2624e7b +-- realization_mode: agent +-- source_kind: agent +SELECT + "feature_2", + SUM(CAST("feature_3" AS REAL)) AS "total_measure" +FROM "n12" +GROUP BY "feature_2" +ORDER BY "total_measure" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/artifacts/v2q_n12_a89cf6e292ba8ffd/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/artifacts/v2q_n12_a89cf6e292ba8ffd/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..eb2b08cbe2bb57361c76508ea0eb22e569046eed --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/artifacts/v2q_n12_a89cf6e292ba8ffd/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\n \"feature_2\",\n SUM(CAST(\"feature_3\" AS REAL)) AS \"total_measure\"\nFROM \"n12\"\nGROUP BY \"feature_2\"\nORDER BY \"total_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_h2o_group_sum\\nSELECT\\n \\\"feature_2\\\",\\n SUM(CAST(\\\"feature_3\\\" AS REAL)) AS \\\"total_measure\\\"\\nFROM \\\"n12\\\"\\nGROUP BY \\\"feature_2\\\"\\nORDER BY \\\"total_measure\\\" DESC;\", \"columns\": [\"feature_2\", \"total_measure\"], \"rows\": [{\"feature_2\": \"178\", \"total_measure\": 692715.0}, {\"feature_2\": \"179\", \"total_measure\": 655339.0}, {\"feature_2\": \"177\", \"total_measure\": 600046.0}, {\"feature_2\": \"175\", \"total_measure\": 576115.0}, {\"feature_2\": \"197\", \"total_measure\": 569529.0}, {\"feature_2\": \"163\", \"total_measure\": 549769.0}, {\"feature_2\": \"176\", \"total_measure\": 543726.0}, {\"feature_2\": \"198\", \"total_measure\": 510951.0}, {\"feature_2\": \"162\", \"total_measure\": 475823.0}, {\"feature_2\": \"180\", \"total_measure\": 440083.0}, {\"feature_2\": \"172\", \"total_measure\": 432501.0}, {\"feature_2\": \"174\", \"total_measure\": 421025.0}, {\"feature_2\": \"161\", \"total_measure\": 399927.0}, {\"feature_2\": \"170\", \"total_measure\": 393648.0}, {\"feature_2\": \"195\", \"total_measure\": 388576.0}, {\"feature_2\": \"200\", \"total_measure\": 386254.0}, {\"feature_2\": \"164\", \"total_measure\": 384006.0}, {\"feature_2\": \"171\", \"total_measure\": 380711.0}, {\"feature_2\": \"181\", \"total_measure\": 375722.0}, {\"feature_2\": \"165\", \"total_measure\": 350700.0}, {\"feature_2\": \"173\", \"total_measure\": 343893.0}, {\"feature_2\": \"169\", \"total_measure\": 339961.0}, {\"feature_2\": \"160\", \"total_measure\": 335373.0}, {\"feature_2\": \"183\", \"total_measure\": 330460.0}, {\"feature_2\": \"182\", \"total_measure\": 316756.0}, {\"feature_2\": \"168\", \"total_measure\": 297593.0}, {\"feature_2\": \"184\", \"total_measure\": 296551.0}, {\"feature_2\": \"166\", \"total_measure\": 295186.0}, {\"feature_2\": \"194\", \"total_measure\": 293863.0}, {\"feature_2\": \"255\", \"total_measure\": 289323.0}, {\"feature_2\": \"186\", \"total_measure\": 284790.0}, {\"feature_2\": \"190\", \"total_measure\": 283714.0}, {\"feature_2\": \"0\", \"total_measure\": 282918.0}, {\"feature_2\": \"185\", \"total_measure\": 280193.0}, {\"feature_2\": \"139\", \"total_measure\": 276296.0}, {\"feature_2\": \"159\", \"total_measure\": 266577.0}, {\"feature_2\": \"192\", \"total_measure\": 266487.0}, {\"feature_2\": \"193\", \"total_measure\": 262577.0}, {\"feature_2\": \"188\", \"total_measure\": 258036.0}, {\"feature_2\": \"187\", \"total_measure\": 257660.0}, {\"feature_2\": \"189\", \"total_measure\": 253307.0}, {\"feature_2\": \"196\", \"total_measure\": 250437.0}, {\"feature_2\": \"167\", \"total_measure\": 243004.0}, {\"feature_2\": \"158\", \"total_measure\": 239418.0}, {\"feature_2\": \"191\", \"total_measure\": 232114.0}, {\"feature_2\": \"157\", \"total_measure\": 227726.0}, {\"feature_2\": \"199\", \"total_measure\": 226791.0}, {\"feature_2\": \"154\", \"total_measure\": 219271.0}, {\"feature_2\": \"140\", \"total_measure\": 217349.0}, {\"feature_2\": \"152\", \"total_measure\": 216519.0}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 116.6}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/artifacts/v2q_n12_a89cf6e292ba8ffd/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/artifacts/v2q_n12_a89cf6e292ba8ffd/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..2728359e683bc2c84bf95a5d2e77eeb80c636269 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/artifacts/v2q_n12_a89cf6e292ba8ffd/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "n12", + "started_at": "2026-05-19T15:30:14.836299+00:00", + "ended_at": "2026-05-19T15:30:29.044935+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n12_a89cf6e292ba8ffd", + "problem_id": "v2p_n12_348a9656f2624e7b", + "dataset_id": "n12", + "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=feature_2, measure_col=feature_3.", + "bindings": { + "group_col": "feature_2", + "measure_col": "feature_3", + "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": 186.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=rule", + "problem_index_within_template=6", + "sql_variant_index=1/2", + "binding_index=5" + ], + "template_selection_mode": "rule", + "selected_template_rank": 1, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n12/sql/v2q_n12_a89cf6e292ba8ffd.sql", + "usage_summary": { + "dataset_id": "n12", + "model": "v2-cli:codex", + "run_id": "v2q_n12_a89cf6e292ba8ffd", + "api_calls": 0, + "input_tokens": 13456, + "cached_input_tokens": 12032, + "output_tokens": 477, + "total_tokens": 13933, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14084.75, + "sql_execution_elapsed_ms_total": 116.6, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n12/artifacts/v2q_n12_a89cf6e292ba8ffd/cli/conversation.jsonl", + "note": "Executed through a 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/n12/artifacts/v2q_n12_a89cf6e292ba8ffd/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/artifacts/v2q_n12_a89cf6e292ba8ffd/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..efa742825b15fed3fa9e84ec166d79e095ab40b5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/artifacts/v2q_n12_a89cf6e292ba8ffd/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:30:28.925812+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": 14084.75, "started_at": "2026-05-19T15:30:14.840007+00:00", "ended_at": "2026-05-19T15:30:28.924801+00:00", "prompt_metrics": {"chars": 4547, "bytes_utf8": 4547, "lines": 144, "estimated_tokens": null}, "response_metrics": {"chars": 411, "bytes_utf8": 411, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13456, "cached_input_tokens": 12032, "output_tokens": 477, "reasoning_output_tokens": 362}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT\\n \\\"feature_2\\\",\\n SUM(CAST(\\\"feature_3\\\" AS REAL)) AS \\\"total_measure\\\"\\nFROM \\\"n12\\\"\\nGROUP BY \\\"feature_2\\\"\\nORDER BY \\\"total_measure\\\" DESC;\",\"notes\":\"Applied the grouped numeric sum template with \\\"feature_2\\\" as the grouping column and \\\"feature_3\\\" as the summed measure. CAST is used because the schema stores these numeric fields as TEXT in SQLite.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/artifacts/v2q_n12_a89cf6e292ba8ffd/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/artifacts/v2q_n12_a89cf6e292ba8ffd/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..4df56737d40eafb82b60f51d0ea4a71a3ce34a3a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/artifacts/v2q_n12_a89cf6e292ba8ffd/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n12", + "model": "v2-cli:codex", + "run_id": "v2q_n12_a89cf6e292ba8ffd", + "api_calls": 0, + "input_tokens": 13456, + "cached_input_tokens": 12032, + "output_tokens": 477, + "total_tokens": 13933, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14084.75, + "sql_execution_elapsed_ms_total": 116.6, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n12/artifacts/v2q_n12_a89cf6e292ba8ffd/cli/conversation.jsonl", + "note": "Executed through a 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/n12/artifacts/v2q_n12_b570ed79a8fcba38/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/artifacts/v2q_n12_b570ed79a8fcba38/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..a4df2d58a1ce3aa74cd62d909d6f10433e6eb625 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/artifacts/v2q_n12_b570ed79a8fcba38/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=feature_2, measure_col=feature_2. +Result preview: [{"feature_2": "255", "avg_measure": 255.0}, {"feature_2": "254", "avg_measure": 254.0}, {"feature_2": "253", "avg_measure": 253.0}, {"feature_2": "252", "avg_measure": 252.0}, {"feature_2": "251", "avg_measure": 251.0}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/artifacts/v2q_n12_b570ed79a8fcba38/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/artifacts/v2q_n12_b570ed79a8fcba38/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..c60da793b78306d4b7544aabbf601b86e731c472 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/artifacts/v2q_n12_b570ed79a8fcba38/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: n12 +-- 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_n12_b570ed79a8fcba38 +-- problem_id: v2p_n12_c64adeef051a1f27 +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "feature_2", + AVG(CAST("feature_2" AS REAL)) OVER (PARTITION BY "feature_2") AS avg_measure +FROM "n12" +WHERE "feature_2" IS NOT NULL +ORDER BY avg_measure DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/artifacts/v2q_n12_b570ed79a8fcba38/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/artifacts/v2q_n12_b570ed79a8fcba38/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..522a9f489f4f13c95220e91f24d6dd64b11bbc8d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/artifacts/v2q_n12_b570ed79a8fcba38/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_window_partition_avg\nSELECT DISTINCT \"feature_2\",\n AVG(CAST(\"feature_2\" AS REAL)) OVER (PARTITION BY \"feature_2\") AS avg_measure\nFROM \"n12\"\nWHERE \"feature_2\" IS NOT NULL\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"feature_2\\\",\\n AVG(CAST(\\\"feature_2\\\" AS REAL)) OVER (PARTITION BY \\\"feature_2\\\") AS avg_measure\\nFROM \\\"n12\\\"\\nWHERE \\\"feature_2\\\" IS NOT NULL\\nORDER BY avg_measure DESC;\", \"columns\": [\"feature_2\", \"avg_measure\"], \"rows\": [{\"feature_2\": \"255\", \"avg_measure\": 255.0}, {\"feature_2\": \"254\", \"avg_measure\": 254.0}, {\"feature_2\": \"253\", \"avg_measure\": 253.0}, {\"feature_2\": \"252\", \"avg_measure\": 252.0}, {\"feature_2\": \"251\", \"avg_measure\": 251.0}, {\"feature_2\": \"250\", \"avg_measure\": 250.0}, {\"feature_2\": \"249\", \"avg_measure\": 249.0}, {\"feature_2\": \"248\", \"avg_measure\": 248.0}, {\"feature_2\": \"247\", \"avg_measure\": 247.0}, {\"feature_2\": \"246\", \"avg_measure\": 246.0}, {\"feature_2\": \"245\", \"avg_measure\": 245.0}, {\"feature_2\": \"244\", \"avg_measure\": 244.0}, {\"feature_2\": \"243\", \"avg_measure\": 243.0}, {\"feature_2\": \"242\", \"avg_measure\": 242.0}, {\"feature_2\": \"241\", \"avg_measure\": 241.0}, {\"feature_2\": \"240\", \"avg_measure\": 240.0}, {\"feature_2\": \"239\", \"avg_measure\": 239.0}, {\"feature_2\": \"238\", \"avg_measure\": 238.0}, {\"feature_2\": \"237\", \"avg_measure\": 237.0}, {\"feature_2\": \"236\", \"avg_measure\": 236.0}, {\"feature_2\": \"235\", \"avg_measure\": 235.0}, {\"feature_2\": \"234\", \"avg_measure\": 234.0}, {\"feature_2\": \"233\", \"avg_measure\": 233.0}, {\"feature_2\": \"232\", \"avg_measure\": 232.0}, {\"feature_2\": \"231\", \"avg_measure\": 231.0}, {\"feature_2\": \"230\", \"avg_measure\": 230.0}, {\"feature_2\": \"229\", \"avg_measure\": 229.0}, {\"feature_2\": \"228\", \"avg_measure\": 228.0}, {\"feature_2\": \"227\", \"avg_measure\": 227.0}, {\"feature_2\": \"226\", \"avg_measure\": 226.0}, {\"feature_2\": \"225\", \"avg_measure\": 225.0}, {\"feature_2\": \"224\", \"avg_measure\": 224.0}, {\"feature_2\": \"223\", \"avg_measure\": 223.0}, {\"feature_2\": \"222\", \"avg_measure\": 222.0}, {\"feature_2\": \"221\", \"avg_measure\": 221.0}, {\"feature_2\": \"220\", \"avg_measure\": 220.0}, {\"feature_2\": \"219\", \"avg_measure\": 219.0}, {\"feature_2\": \"218\", \"avg_measure\": 218.0}, {\"feature_2\": \"217\", \"avg_measure\": 217.0}, {\"feature_2\": \"216\", \"avg_measure\": 216.0}, {\"feature_2\": \"215\", \"avg_measure\": 215.0}, {\"feature_2\": \"214\", \"avg_measure\": 214.0}, {\"feature_2\": \"213\", \"avg_measure\": 213.0}, {\"feature_2\": \"212\", \"avg_measure\": 212.0}, {\"feature_2\": \"211\", \"avg_measure\": 211.0}, {\"feature_2\": \"210\", \"avg_measure\": 210.0}, {\"feature_2\": \"209\", \"avg_measure\": 209.0}, {\"feature_2\": \"208\", \"avg_measure\": 208.0}, {\"feature_2\": \"207\", \"avg_measure\": 207.0}, {\"feature_2\": \"206\", \"avg_measure\": 206.0}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 381.06}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/artifacts/v2q_n12_b570ed79a8fcba38/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/artifacts/v2q_n12_b570ed79a8fcba38/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..b85d505819a4971c147275807451f2b77d4310b8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/artifacts/v2q_n12_b570ed79a8fcba38/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "n12", + "started_at": "2026-05-19T15:59:03.544347+00:00", + "ended_at": "2026-05-19T15:59:21.207918+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n12_b570ed79a8fcba38", + "problem_id": "v2p_n12_c64adeef051a1f27", + "dataset_id": "n12", + "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=feature_2, measure_col=feature_2.", + "bindings": { + "group_col": "feature_2", + "measure_col": "feature_2", + "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": 104.84, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=rule", + "problem_index_within_template=2", + "sql_variant_index=2/2", + "binding_index=133" + ], + "template_selection_mode": "rule", + "selected_template_rank": 12, + "problem_index_within_template": 2, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n12/sql/v2q_n12_b570ed79a8fcba38.sql", + "usage_summary": { + "dataset_id": "n12", + "model": "v2-cli:codex", + "run_id": "v2q_n12_b570ed79a8fcba38", + "api_calls": 0, + "input_tokens": 13467, + "cached_input_tokens": 12672, + "output_tokens": 632, + "total_tokens": 14099, + "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": 16273.27, + "sql_execution_elapsed_ms_total": 381.06, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n12/artifacts/v2q_n12_b570ed79a8fcba38/cli/conversation.jsonl", + "note": "Executed through a 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/n12/artifacts/v2q_n12_b570ed79a8fcba38/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/artifacts/v2q_n12_b570ed79a8fcba38/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9f66e0c6831222809109d05ade2119994ce17ea1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/artifacts/v2q_n12_b570ed79a8fcba38/trace.jsonl @@ -0,0 +1,2 @@ +{"timestamp": "2026-05-19T15:59:06.773980+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": 3225.41, "started_at": "2026-05-19T15:59:03.547844+00:00", "ended_at": "2026-05-19T15:59:06.773279+00:00", "prompt_metrics": {"chars": 4635, "bytes_utf8": 4635, "lines": 144, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40f6-4ca2-71c2-bd8c-062e1971db4c\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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": "2026-05-19T15:59:20.823848+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": 13047.86, "started_at": "2026-05-19T15:59:07.775206+00:00", "ended_at": "2026-05-19T15:59:20.823110+00:00", "prompt_metrics": {"chars": 4635, "bytes_utf8": 4635, "lines": 144, "estimated_tokens": null}, "response_metrics": {"chars": 445, "bytes_utf8": 445, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13467, "cached_input_tokens": 12672, "output_tokens": 632, "reasoning_output_tokens": 516}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"feature_2\\\",\\n AVG(CAST(\\\"feature_2\\\" AS REAL)) OVER (PARTITION BY \\\"feature_2\\\") AS avg_measure\\nFROM \\\"n12\\\"\\nWHERE \\\"feature_2\\\" IS NOT NULL\\nORDER BY avg_measure DESC;\",\"notes\":\"Uses the Window Partition Average template with group_col and measure_col both bound to \\\"feature_2\\\". CAST is added because the schema stores numeric-looking values as TEXT in SQLite.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/artifacts/v2q_n12_b570ed79a8fcba38/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/artifacts/v2q_n12_b570ed79a8fcba38/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..41804f4c44c3bcf12e09f2efed0d98c7a280d15c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/artifacts/v2q_n12_b570ed79a8fcba38/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n12", + "model": "v2-cli:codex", + "run_id": "v2q_n12_b570ed79a8fcba38", + "api_calls": 0, + "input_tokens": 13467, + "cached_input_tokens": 12672, + "output_tokens": 632, + "total_tokens": 14099, + "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": 16273.27, + "sql_execution_elapsed_ms_total": 381.06, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n12/artifacts/v2q_n12_b570ed79a8fcba38/cli/conversation.jsonl", + "note": "Executed through a 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/n12/artifacts/v2q_n12_b9c691a810178daa/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/artifacts/v2q_n12_b9c691a810178daa/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..89c876f7d1b58fce8426c400097653179ff7c8b0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/artifacts/v2q_n12_b9c691a810178daa/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=feature_3, measure_col=feature_3. +Result preview: [{"feature_3": "255", "total_measure": 1196205.0}, {"feature_3": "162", "total_measure": 620622.0}, {"feature_3": "131", "total_measure": 496752.0}, {"feature_3": "132", "total_measure": 495924.0}, {"feature_3": "129", "total_measure": 453822.0}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/artifacts/v2q_n12_b9c691a810178daa/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/artifacts/v2q_n12_b9c691a810178daa/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..1d0699ce809f8061fef9bb16eb1d4f96178032b5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/artifacts/v2q_n12_b9c691a810178daa/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: n12 +-- 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_n12_b9c691a810178daa +-- problem_id: v2p_n12_bfb971d2fe798f10 +-- realization_mode: agent +-- source_kind: agent +SELECT + "feature_3", + SUM(CAST("feature_3" AS REAL)) AS "total_measure" +FROM "n12" +GROUP BY "feature_3" +ORDER BY "total_measure" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/artifacts/v2q_n12_b9c691a810178daa/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/artifacts/v2q_n12_b9c691a810178daa/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3b31e236489708d5e7d50700569331b9b36841a3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/artifacts/v2q_n12_b9c691a810178daa/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\n \"feature_3\",\n SUM(CAST(\"feature_3\" AS REAL)) AS \"total_measure\"\nFROM \"n12\"\nGROUP BY \"feature_3\"\nORDER BY \"total_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_h2o_group_sum\\nSELECT\\n \\\"feature_3\\\",\\n SUM(CAST(\\\"feature_3\\\" AS REAL)) AS \\\"total_measure\\\"\\nFROM \\\"n12\\\"\\nGROUP BY \\\"feature_3\\\"\\nORDER BY \\\"total_measure\\\" DESC;\", \"columns\": [\"feature_3\", \"total_measure\"], \"rows\": [{\"feature_3\": \"255\", \"total_measure\": 1196205.0}, {\"feature_3\": \"162\", \"total_measure\": 620622.0}, {\"feature_3\": \"131\", \"total_measure\": 496752.0}, {\"feature_3\": \"132\", \"total_measure\": 495924.0}, {\"feature_3\": \"129\", \"total_measure\": 453822.0}, {\"feature_3\": \"163\", \"total_measure\": 448087.0}, {\"feature_3\": \"135\", \"total_measure\": 437265.0}, {\"feature_3\": \"128\", \"total_measure\": 374016.0}, {\"feature_3\": \"134\", \"total_measure\": 370108.0}, {\"feature_3\": \"158\", \"total_measure\": 338752.0}, {\"feature_3\": \"126\", \"total_measure\": 333900.0}, {\"feature_3\": \"127\", \"total_measure\": 331597.0}, {\"feature_3\": \"114\", \"total_measure\": 331398.0}, {\"feature_3\": \"125\", \"total_measure\": 320375.0}, {\"feature_3\": \"133\", \"total_measure\": 319732.0}, {\"feature_3\": \"130\", \"total_measure\": 311480.0}, {\"feature_3\": \"254\", \"total_measure\": 309626.0}, {\"feature_3\": \"223\", \"total_measure\": 304841.0}, {\"feature_3\": \"222\", \"total_measure\": 304140.0}, {\"feature_3\": \"121\", \"total_measure\": 295724.0}, {\"feature_3\": \"220\", \"total_measure\": 291940.0}, {\"feature_3\": \"160\", \"total_measure\": 291200.0}, {\"feature_3\": \"119\", \"total_measure\": 288218.0}, {\"feature_3\": \"122\", \"total_measure\": 284016.0}, {\"feature_3\": \"221\", \"total_measure\": 276250.0}, {\"feature_3\": \"224\", \"total_measure\": 276192.0}, {\"feature_3\": \"219\", \"total_measure\": 274626.0}, {\"feature_3\": \"137\", \"total_measure\": 264821.0}, {\"feature_3\": \"124\", \"total_measure\": 263252.0}, {\"feature_3\": \"226\", \"total_measure\": 261934.0}, {\"feature_3\": \"253\", \"total_measure\": 261855.0}, {\"feature_3\": \"218\", \"total_measure\": 253970.0}, {\"feature_3\": \"225\", \"total_measure\": 251550.0}, {\"feature_3\": \"250\", \"total_measure\": 251500.0}, {\"feature_3\": \"227\", \"total_measure\": 248338.0}, {\"feature_3\": \"112\", \"total_measure\": 245952.0}, {\"feature_3\": \"228\", \"total_measure\": 243960.0}, {\"feature_3\": \"230\", \"total_measure\": 241500.0}, {\"feature_3\": \"120\", \"total_measure\": 240360.0}, {\"feature_3\": \"157\", \"total_measure\": 238954.0}, {\"feature_3\": \"123\", \"total_measure\": 233454.0}, {\"feature_3\": \"113\", \"total_measure\": 232780.0}, {\"feature_3\": \"229\", \"total_measure\": 229916.0}, {\"feature_3\": \"231\", \"total_measure\": 225687.0}, {\"feature_3\": \"252\", \"total_measure\": 223776.0}, {\"feature_3\": \"232\", \"total_measure\": 219704.0}, {\"feature_3\": \"138\", \"total_measure\": 213624.0}, {\"feature_3\": \"217\", \"total_measure\": 211141.0}, {\"feature_3\": \"115\", \"total_measure\": 209875.0}, {\"feature_3\": \"216\", \"total_measure\": 206928.0}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 104.8}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/artifacts/v2q_n12_b9c691a810178daa/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/artifacts/v2q_n12_b9c691a810178daa/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..10b51de9944f05fdd2c6ad57cb5d58d4afa8b352 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/artifacts/v2q_n12_b9c691a810178daa/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "n12", + "started_at": "2026-05-19T15:28:56.924347+00:00", + "ended_at": "2026-05-19T15:29:09.803276+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n12_b9c691a810178daa", + "problem_id": "v2p_n12_bfb971d2fe798f10", + "dataset_id": "n12", + "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=feature_3, measure_col=feature_3.", + "bindings": { + "group_col": "feature_3", + "measure_col": "feature_3", + "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": 186.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=rule", + "problem_index_within_template=3", + "sql_variant_index=1/2", + "binding_index=2" + ], + "template_selection_mode": "rule", + "selected_template_rank": 1, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n12/sql/v2q_n12_b9c691a810178daa.sql", + "usage_summary": { + "dataset_id": "n12", + "model": "v2-cli:codex", + "run_id": "v2q_n12_b9c691a810178daa", + "api_calls": 0, + "input_tokens": 13456, + "cached_input_tokens": 12032, + "output_tokens": 550, + "total_tokens": 14006, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12767.48, + "sql_execution_elapsed_ms_total": 104.8, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n12/artifacts/v2q_n12_b9c691a810178daa/cli/conversation.jsonl", + "note": "Executed through a 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/n12/artifacts/v2q_n12_b9c691a810178daa/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/artifacts/v2q_n12_b9c691a810178daa/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..09dba483fdd13139c865bd2f749d89298ac79d18 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/artifacts/v2q_n12_b9c691a810178daa/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:29:09.696119+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": 12767.48, "started_at": "2026-05-19T15:28:56.927903+00:00", "ended_at": "2026-05-19T15:29:09.695407+00:00", "prompt_metrics": {"chars": 4548, "bytes_utf8": 4548, "lines": 144, "estimated_tokens": null}, "response_metrics": {"chars": 391, "bytes_utf8": 391, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13456, "cached_input_tokens": 12032, "output_tokens": 550, "reasoning_output_tokens": 438}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT\\n \\\"feature_3\\\",\\n SUM(CAST(\\\"feature_3\\\" AS REAL)) AS \\\"total_measure\\\"\\nFROM \\\"n12\\\"\\nGROUP BY \\\"feature_3\\\"\\nORDER BY \\\"total_measure\\\" DESC;\",\"notes\":\"Used the provided Grouped Numeric Sum template with group_col=\\\"feature_3\\\" and measure_col=\\\"feature_3\\\". CAST to REAL is included because the schema stores feature columns as TEXT.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/artifacts/v2q_n12_b9c691a810178daa/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/artifacts/v2q_n12_b9c691a810178daa/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..5e191de4d92033ba6fdc9994738f28dc80a3ab61 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/artifacts/v2q_n12_b9c691a810178daa/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n12", + "model": "v2-cli:codex", + "run_id": "v2q_n12_b9c691a810178daa", + "api_calls": 0, + "input_tokens": 13456, + "cached_input_tokens": 12032, + "output_tokens": 550, + "total_tokens": 14006, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12767.48, + "sql_execution_elapsed_ms_total": 104.8, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n12/artifacts/v2q_n12_b9c691a810178daa/cli/conversation.jsonl", + "note": "Executed through a 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/n12/artifacts/v2q_n12_c9f36e764c13a235/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/artifacts/v2q_n12_c9f36e764c13a235/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..40ac22334187848dc06a82206ea1fcbf02f693bb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/artifacts/v2q_n12_c9f36e764c13a235/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=feature_2, measure_col=feature_2. \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/artifacts/v2q_n12_c9f36e764c13a235/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/artifacts/v2q_n12_c9f36e764c13a235/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..6cd4d50b7f708c2a7e61dadc755fe1f691c8d1b1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/artifacts/v2q_n12_c9f36e764c13a235/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: n12 +-- 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_n12_c9f36e764c13a235 +-- problem_id: v2p_n12_3c03a62641b32c36 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "feature_2", SUM(CAST("feature_2" AS REAL)) AS group_value + FROM "n12" + GROUP BY "feature_2" +), total AS ( + SELECT SUM(group_value) AS total_value + FROM grouped +) +SELECT g."feature_2", 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/n12/artifacts/v2q_n12_c9f36e764c13a235/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/artifacts/v2q_n12_c9f36e764c13a235/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ba90b41743509b68a5440faf5b938e3be08c1286 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/artifacts/v2q_n12_c9f36e764c13a235/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 \"feature_2\", SUM(CAST(\"feature_2\" AS REAL)) AS group_value\n FROM \"n12\"\n GROUP BY \"feature_2\"\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.\"feature_2\", 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 \\\"feature_2\\\", SUM(CAST(\\\"feature_2\\\" AS REAL)) AS group_value\\n FROM \\\"n12\\\"\\n GROUP BY \\\"feature_2\\\"\\n), total AS (\\n SELECT SUM(group_value) AS total_value\\n FROM grouped\\n)\\nSELECT g.\\\"feature_2\\\", 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\": [\"feature_2\", \"group_value\"], \"rows\": [], \"row_count_returned\": 0, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 121.07}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/artifacts/v2q_n12_c9f36e764c13a235/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/artifacts/v2q_n12_c9f36e764c13a235/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..f8c456aad9a6a90cf02acbaa96c593786b79bb3c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/artifacts/v2q_n12_c9f36e764c13a235/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "n12", + "started_at": "2026-05-19T15:41:41.284742+00:00", + "ended_at": "2026-05-19T15:41:55.737888+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n12_c9f36e764c13a235", + "problem_id": "v2p_n12_3c03a62641b32c36", + "dataset_id": "n12", + "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=feature_2, measure_col=feature_2.", + "bindings": { + "group_col": "feature_2", + "measure_col": "feature_2", + "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": 116.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col}, SUM({measure_col}) AS group_value\n FROM {table}\n GROUP BY {group_col}\n), total AS (\n SELECT SUM(group_value) AS total_value\n FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=rule", + "problem_index_within_template=2", + "sql_variant_index=1/2", + "binding_index=73" + ], + "template_selection_mode": "rule", + "selected_template_rank": 7, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n12/sql/v2q_n12_c9f36e764c13a235.sql", + "usage_summary": { + "dataset_id": "n12", + "model": "v2-cli:codex", + "run_id": "v2q_n12_c9f36e764c13a235", + "api_calls": 0, + "input_tokens": 13594, + "cached_input_tokens": 12032, + "output_tokens": 571, + "total_tokens": 14165, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14326.15, + "sql_execution_elapsed_ms_total": 121.07, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n12/artifacts/v2q_n12_c9f36e764c13a235/cli/conversation.jsonl", + "note": "Executed through a 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/n12/artifacts/v2q_n12_c9f36e764c13a235/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/artifacts/v2q_n12_c9f36e764c13a235/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ad7d6ed9cdbd759de8174cbe979ce84882c3ab84 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/artifacts/v2q_n12_c9f36e764c13a235/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:41:55.615045+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": 14326.15, "started_at": "2026-05-19T15:41:41.287967+00:00", "ended_at": "2026-05-19T15:41:55.614144+00:00", "prompt_metrics": {"chars": 5103, "bytes_utf8": 5103, "lines": 144, "estimated_tokens": null}, "response_metrics": {"chars": 613, "bytes_utf8": 613, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13594, "cached_input_tokens": 12032, "output_tokens": 571, "reasoning_output_tokens": 401}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tpch_relative_total_threshold\\nWITH grouped AS (\\n SELECT \\\"feature_2\\\", SUM(CAST(\\\"feature_2\\\" AS REAL)) AS group_value\\n FROM \\\"n12\\\"\\n GROUP BY \\\"feature_2\\\"\\n), total AS (\\n SELECT SUM(group_value) AS total_value\\n FROM grouped\\n)\\nSELECT g.\\\"feature_2\\\", 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 specified template with group_col=\\\"feature_2\\\" and measure_col=\\\"feature_2\\\". CAST to REAL is used because the schema stores numeric-looking fields as TEXT in SQLite.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/artifacts/v2q_n12_c9f36e764c13a235/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/artifacts/v2q_n12_c9f36e764c13a235/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..8f9c02c3614092f7a715336af669a1a2adad5ce8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/artifacts/v2q_n12_c9f36e764c13a235/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n12", + "model": "v2-cli:codex", + "run_id": "v2q_n12_c9f36e764c13a235", + "api_calls": 0, + "input_tokens": 13594, + "cached_input_tokens": 12032, + "output_tokens": 571, + "total_tokens": 14165, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14326.15, + "sql_execution_elapsed_ms_total": 121.07, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n12/artifacts/v2q_n12_c9f36e764c13a235/cli/conversation.jsonl", + "note": "Executed through a 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/n12/artifacts/v2q_n12_cfc92e68c59e6dca/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/artifacts/v2q_n12_cfc92e68c59e6dca/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..87d19cd6b8b5285c6d5c69a7315d6c773e4e6a96 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/artifacts/v2q_n12_cfc92e68c59e6dca/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=feature_2, group_col_2=feature_3. +Result preview: [{"feature_2": "179", "feature_3": "135", "row_count": 1999}, {"feature_2": "175", "feature_3": "131", "row_count": 1631}, {"feature_2": "200", "feature_3": "162", "row_count": 1619}, {"feature_2": "197", "feature_3": "162", "row_count": 1565}, {"feature_2": "177", "feature_3": "129", "row_count": 1394}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/artifacts/v2q_n12_cfc92e68c59e6dca/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/artifacts/v2q_n12_cfc92e68c59e6dca/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..7c461770c4f409210d1edab3b38d107eca41b0ad --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/artifacts/v2q_n12_cfc92e68c59e6dca/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: n12 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: count_distribution +-- template_id: tpl_c2_filtered_group_count_2d +-- query_record_id: v2q_n12_cfc92e68c59e6dca +-- problem_id: v2p_n12_7fec11366f2b13ab +-- realization_mode: agent +-- source_kind: agent +SELECT "feature_2", "feature_3", COUNT(*) AS row_count +FROM "n12" +WHERE "target" = '2' +GROUP BY "feature_2", "feature_3" +ORDER BY row_count DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/artifacts/v2q_n12_cfc92e68c59e6dca/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/artifacts/v2q_n12_cfc92e68c59e6dca/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..45c8ffd712ad4578cb02cb2db48e8278b98626dc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/artifacts/v2q_n12_cfc92e68c59e6dca/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_filtered_group_count_2d\nSELECT \"feature_2\", \"feature_3\", COUNT(*) AS row_count\nFROM \"n12\"\nWHERE \"target\" = '2'\nGROUP BY \"feature_2\", \"feature_3\"\nORDER BY row_count DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"feature_2\\\", \\\"feature_3\\\", COUNT(*) AS row_count\\nFROM \\\"n12\\\"\\nWHERE \\\"target\\\" = '2'\\nGROUP BY \\\"feature_2\\\", \\\"feature_3\\\"\\nORDER BY row_count DESC;\", \"columns\": [\"feature_2\", \"feature_3\", \"row_count\"], \"rows\": [{\"feature_2\": \"179\", \"feature_3\": \"135\", \"row_count\": 1999}, {\"feature_2\": \"175\", \"feature_3\": \"131\", \"row_count\": 1631}, {\"feature_2\": \"200\", \"feature_3\": \"162\", \"row_count\": 1619}, {\"feature_2\": \"197\", \"feature_3\": \"162\", \"row_count\": 1565}, {\"feature_2\": \"177\", \"feature_3\": \"129\", \"row_count\": 1394}, {\"feature_2\": \"178\", \"feature_3\": \"134\", \"row_count\": 1335}, {\"feature_2\": \"198\", \"feature_3\": \"158\", \"row_count\": 1124}, {\"feature_2\": \"171\", \"feature_3\": \"121\", \"row_count\": 1041}, {\"feature_2\": \"198\", \"feature_3\": \"163\", \"row_count\": 1012}, {\"feature_2\": \"163\", \"feature_3\": \"115\", \"row_count\": 992}, {\"feature_2\": \"163\", \"feature_3\": \"113\", \"row_count\": 935}, {\"feature_2\": \"177\", \"feature_3\": \"132\", \"row_count\": 920}, {\"feature_2\": \"176\", \"feature_3\": \"128\", \"row_count\": 903}, {\"feature_2\": \"197\", \"feature_3\": \"163\", \"row_count\": 899}, {\"feature_2\": \"162\", \"feature_3\": \"114\", \"row_count\": 872}, {\"feature_2\": \"176\", \"feature_3\": \"132\", \"row_count\": 843}, {\"feature_2\": \"172\", \"feature_3\": \"122\", \"row_count\": 826}, {\"feature_2\": \"174\", \"feature_3\": \"129\", \"row_count\": 826}, {\"feature_2\": \"255\", \"feature_3\": \"255\", \"row_count\": 813}, {\"feature_2\": \"0\", \"feature_3\": \"0\", \"row_count\": 780}, {\"feature_2\": \"173\", \"feature_3\": \"125\", \"row_count\": 777}, {\"feature_2\": \"55\", \"feature_3\": \"21\", \"row_count\": 754}, {\"feature_2\": \"176\", \"feature_3\": \"131\", \"row_count\": 742}, {\"feature_2\": \"204\", \"feature_3\": \"170\", \"row_count\": 738}, {\"feature_2\": \"199\", \"feature_3\": \"164\", \"row_count\": 727}, {\"feature_2\": \"174\", \"feature_3\": \"126\", \"row_count\": 716}, {\"feature_2\": \"162\", \"feature_3\": \"112\", \"row_count\": 711}, {\"feature_2\": \"56\", \"feature_3\": \"22\", \"row_count\": 704}, {\"feature_2\": \"195\", \"feature_3\": \"160\", \"row_count\": 696}, {\"feature_2\": \"164\", \"feature_3\": \"114\", \"row_count\": 690}, {\"feature_2\": \"178\", \"feature_3\": \"137\", \"row_count\": 690}, {\"feature_2\": \"178\", \"feature_3\": \"132\", \"row_count\": 677}, {\"feature_2\": \"139\", \"feature_3\": \"90\", \"row_count\": 650}, {\"feature_2\": \"170\", \"feature_3\": \"120\", \"row_count\": 637}, {\"feature_2\": \"172\", \"feature_3\": \"124\", \"row_count\": 636}, {\"feature_2\": \"175\", \"feature_3\": \"127\", \"row_count\": 634}, {\"feature_2\": \"14\", \"feature_3\": \"0\", \"row_count\": 619}, {\"feature_2\": \"175\", \"feature_3\": \"130\", \"row_count\": 611}, {\"feature_2\": \"195\", \"feature_3\": \"157\", \"row_count\": 611}, {\"feature_2\": \"1\", \"feature_3\": \"0\", \"row_count\": 597}, {\"feature_2\": \"178\", \"feature_3\": \"133\", \"row_count\": 577}, {\"feature_2\": \"163\", \"feature_3\": \"114\", \"row_count\": 575}, {\"feature_2\": \"198\", \"feature_3\": \"160\", \"row_count\": 574}, {\"feature_2\": \"33\", \"feature_3\": \"7\", \"row_count\": 574}, {\"feature_2\": \"180\", \"feature_3\": \"132\", \"row_count\": 573}, {\"feature_2\": \"169\", \"feature_3\": \"119\", \"row_count\": 542}, {\"feature_2\": \"170\", \"feature_3\": \"122\", \"row_count\": 542}, {\"feature_2\": \"2\", \"feature_3\": \"0\", \"row_count\": 536}, {\"feature_2\": \"57\", \"feature_3\": \"22\", \"row_count\": 535}, {\"feature_2\": \"181\", \"feature_3\": \"133\", \"row_count\": 534}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 154.52}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/artifacts/v2q_n12_cfc92e68c59e6dca/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/artifacts/v2q_n12_cfc92e68c59e6dca/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..5e5d4441044106ede5ae34c4aa4ad4c783838f2a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/artifacts/v2q_n12_cfc92e68c59e6dca/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "n12", + "started_at": "2026-05-19T15:39:00.080794+00:00", + "ended_at": "2026-05-19T15:39:08.726617+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n12_cfc92e68c59e6dca", + "problem_id": "v2p_n12_7fec11366f2b13ab", + "dataset_id": "n12", + "template_id": "tpl_c2_filtered_group_count_2d", + "template_name": "Filtered Two-Dimensional Group Count", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=feature_2, group_col_2=feature_3.", + "bindings": { + "group_col": "feature_2", + "group_col_2": "feature_3", + "predicate_col": "target", + "predicate_op": "=", + "predicate_value": "2", + "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": 115.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=rule", + "problem_index_within_template=4", + "sql_variant_index=1/1", + "binding_index=51" + ], + "template_selection_mode": "rule", + "selected_template_rank": 5, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n12/sql/v2q_n12_cfc92e68c59e6dca.sql", + "usage_summary": { + "dataset_id": "n12", + "model": "v2-cli:codex", + "run_id": "v2q_n12_cfc92e68c59e6dca", + "api_calls": 0, + "input_tokens": 13547, + "cached_input_tokens": 12032, + "output_tokens": 316, + "total_tokens": 13863, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 8485.34, + "sql_execution_elapsed_ms_total": 154.52, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n12/artifacts/v2q_n12_cfc92e68c59e6dca/cli/conversation.jsonl", + "note": "Executed through a 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/n12/artifacts/v2q_n12_cfc92e68c59e6dca/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/artifacts/v2q_n12_cfc92e68c59e6dca/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..cf6cea715760b16cd7d9628942bf6e4d01386aed --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/artifacts/v2q_n12_cfc92e68c59e6dca/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:39:08.569761+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": 8485.34, "started_at": "2026-05-19T15:39:00.083580+00:00", "ended_at": "2026-05-19T15:39:08.568950+00:00", "prompt_metrics": {"chars": 4854, "bytes_utf8": 4854, "lines": 148, "estimated_tokens": null}, "response_metrics": {"chars": 426, "bytes_utf8": 426, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13547, "cached_input_tokens": 12032, "output_tokens": 316, "reasoning_output_tokens": 197}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"feature_2\\\", \\\"feature_3\\\", COUNT(*) AS row_count\\nFROM \\\"n12\\\"\\nWHERE \\\"target\\\" = '2'\\nGROUP BY \\\"feature_2\\\", \\\"feature_3\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Used the planned filtered two-dimensional group count template with group columns \\\"feature_2\\\" and \\\"feature_3\\\", filtering rows where \\\"target\\\" equals text value '2' to match the SQLite schema.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/artifacts/v2q_n12_cfc92e68c59e6dca/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/artifacts/v2q_n12_cfc92e68c59e6dca/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..5f7b3916fb3f68a66ae3eee86716787d516377cf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/artifacts/v2q_n12_cfc92e68c59e6dca/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n12", + "model": "v2-cli:codex", + "run_id": "v2q_n12_cfc92e68c59e6dca", + "api_calls": 0, + "input_tokens": 13547, + "cached_input_tokens": 12032, + "output_tokens": 316, + "total_tokens": 13863, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 8485.34, + "sql_execution_elapsed_ms_total": 154.52, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n12/artifacts/v2q_n12_cfc92e68c59e6dca/cli/conversation.jsonl", + "note": "Executed through a 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/n12/artifacts/v2q_n12_e7a75a5dd0208412/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/artifacts/v2q_n12_e7a75a5dd0208412/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..447bf76889d78453c61b5ef8b6d939b2a884304d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/artifacts/v2q_n12_e7a75a5dd0208412/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=feature_3. +Result preview: [{"feature_3": 255}, {"feature_3": 255}, {"feature_3": 255}, {"feature_3": 255}, {"feature_3": 255}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/artifacts/v2q_n12_e7a75a5dd0208412/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/artifacts/v2q_n12_e7a75a5dd0208412/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..37443cd0d12946c55a7b54f11b623c6df8c87b45 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/artifacts/v2q_n12_e7a75a5dd0208412/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: n12 +-- 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_n12_e7a75a5dd0208412 +-- problem_id: v2p_n12_e554d3dffc5db82d +-- realization_mode: agent +-- source_kind: agent +WITH buckets AS ( + SELECT CAST("feature_3" AS INTEGER) AS "feature_3", + NTILE(10) OVER (ORDER BY CAST("feature_3" AS INTEGER) DESC) AS "tail_bucket" + FROM "n12" +) +SELECT "feature_3" +FROM buckets +WHERE "tail_bucket" = 1 +ORDER BY "feature_3" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/artifacts/v2q_n12_e7a75a5dd0208412/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/artifacts/v2q_n12_e7a75a5dd0208412/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..bcf61a1942ffbdcb2fda0391fc91f9667dba027b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/artifacts/v2q_n12_e7a75a5dd0208412/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(\"feature_3\" AS INTEGER) AS \"feature_3\",\n NTILE(10) OVER (ORDER BY CAST(\"feature_3\" AS INTEGER) DESC) AS \"tail_bucket\"\n FROM \"n12\"\n)\nSELECT \"feature_3\"\nFROM buckets\nWHERE \"tail_bucket\" = 1\nORDER BY \"feature_3\" DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_quantile_tail_slice\\nWITH buckets AS (\\n SELECT CAST(\\\"feature_3\\\" AS INTEGER) AS \\\"feature_3\\\",\\n NTILE(10) OVER (ORDER BY CAST(\\\"feature_3\\\" AS INTEGER) DESC) AS \\\"tail_bucket\\\"\\n FROM \\\"n12\\\"\\n)\\nSELECT \\\"feature_3\\\"\\nFROM buckets\\nWHERE \\\"tail_bucket\\\" = 1\\nORDER BY \\\"feature_3\\\" DESC;\", \"columns\": [\"feature_3\"], \"rows\": [{\"feature_3\": 255}, {\"feature_3\": 255}, {\"feature_3\": 255}, {\"feature_3\": 255}, {\"feature_3\": 255}, {\"feature_3\": 255}, {\"feature_3\": 255}, {\"feature_3\": 255}, {\"feature_3\": 255}, {\"feature_3\": 255}, {\"feature_3\": 255}, {\"feature_3\": 255}, {\"feature_3\": 255}, {\"feature_3\": 255}, {\"feature_3\": 255}, {\"feature_3\": 255}, {\"feature_3\": 255}, {\"feature_3\": 255}, {\"feature_3\": 255}, {\"feature_3\": 255}, {\"feature_3\": 255}, {\"feature_3\": 255}, {\"feature_3\": 255}, {\"feature_3\": 255}, {\"feature_3\": 255}, {\"feature_3\": 255}, {\"feature_3\": 255}, {\"feature_3\": 255}, {\"feature_3\": 255}, {\"feature_3\": 255}, {\"feature_3\": 255}, {\"feature_3\": 255}, {\"feature_3\": 255}, {\"feature_3\": 255}, {\"feature_3\": 255}, {\"feature_3\": 255}, {\"feature_3\": 255}, {\"feature_3\": 255}, {\"feature_3\": 255}, {\"feature_3\": 255}, {\"feature_3\": 255}, {\"feature_3\": 255}, {\"feature_3\": 255}, {\"feature_3\": 255}, {\"feature_3\": 255}, {\"feature_3\": 255}, {\"feature_3\": 255}, {\"feature_3\": 255}, {\"feature_3\": 255}, {\"feature_3\": 255}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 316.16}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/artifacts/v2q_n12_e7a75a5dd0208412/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/artifacts/v2q_n12_e7a75a5dd0208412/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..9be78933dc785f7ab583e845a8859618ef6d714e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/artifacts/v2q_n12_e7a75a5dd0208412/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "n12", + "started_at": "2026-05-19T15:40:19.278315+00:00", + "ended_at": "2026-05-19T15:40:27.638362+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n12_e7a75a5dd0208412", + "problem_id": "v2p_n12_e554d3dffc5db82d", + "dataset_id": "n12", + "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=feature_3.", + "bindings": { + "measure_col": "feature_3", + "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": 186.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_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/n12/sql/v2q_n12_e7a75a5dd0208412.sql", + "usage_summary": { + "dataset_id": "n12", + "model": "v2-cli:codex", + "run_id": "v2q_n12_e7a75a5dd0208412", + "api_calls": 0, + "input_tokens": 13507, + "cached_input_tokens": 12672, + "output_tokens": 344, + "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": 8037.4, + "sql_execution_elapsed_ms_total": 316.16, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n12/artifacts/v2q_n12_e7a75a5dd0208412/cli/conversation.jsonl", + "note": "Executed through a 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/n12/artifacts/v2q_n12_e7a75a5dd0208412/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/artifacts/v2q_n12_e7a75a5dd0208412/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0e74737f86302dbbcea17e887fbe8dd66db98a5d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/artifacts/v2q_n12_e7a75a5dd0208412/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:40:27.318983+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": 8037.4, "started_at": "2026-05-19T15:40:19.280822+00:00", "ended_at": "2026-05-19T15:40:27.318248+00:00", "prompt_metrics": {"chars": 4717, "bytes_utf8": 4717, "lines": 142, "estimated_tokens": null}, "response_metrics": {"chars": 551, "bytes_utf8": 551, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13507, "cached_input_tokens": 12672, "output_tokens": 344, "reasoning_output_tokens": 187}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_m4_quantile_tail_slice\\nWITH buckets AS (\\n SELECT CAST(\\\"feature_3\\\" AS INTEGER) AS \\\"feature_3\\\",\\n NTILE(10) OVER (ORDER BY CAST(\\\"feature_3\\\" AS INTEGER) DESC) AS \\\"tail_bucket\\\"\\n FROM \\\"n12\\\"\\n)\\nSELECT \\\"feature_3\\\"\\nFROM buckets\\nWHERE \\\"tail_bucket\\\" = 1\\nORDER BY \\\"feature_3\\\" DESC;\",\"notes\":\"Used the requested Quantile Tail Slice template with measure_col bound to \\\"feature_3\\\" and num_tiles=10. Cast \\\"feature_3\\\" to INTEGER because the schema stores values as TEXT but the role is numeric.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/artifacts/v2q_n12_e7a75a5dd0208412/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/artifacts/v2q_n12_e7a75a5dd0208412/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..7ac3e4f1d74dcaa7e1360be34f589eccdea16c39 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/artifacts/v2q_n12_e7a75a5dd0208412/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n12", + "model": "v2-cli:codex", + "run_id": "v2q_n12_e7a75a5dd0208412", + "api_calls": 0, + "input_tokens": 13507, + "cached_input_tokens": 12672, + "output_tokens": 344, + "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": 8037.4, + "sql_execution_elapsed_ms_total": 316.16, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n12/artifacts/v2q_n12_e7a75a5dd0208412/cli/conversation.jsonl", + "note": "Executed through a 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/n12/artifacts/v2q_n12_e969d0b258f564a0/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/artifacts/v2q_n12_e969d0b258f564a0/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..f3dcb619dd224adff4eead04295eae6b01d0872d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/artifacts/v2q_n12_e969d0b258f564a0/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=feature_3, measure_col=feature_1. +Result preview: [{"feature_3": "162", "avg_measure": 193.775776559645}, {"feature_3": "163", "avg_measure": 191.483448526737}, {"feature_3": "250", "avg_measure": 185.76739562624255}, {"feature_3": "164", "avg_measure": 183.12300319488818}, {"feature_3": "160", "avg_measure": 180.72307692307692}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/artifacts/v2q_n12_e969d0b258f564a0/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/artifacts/v2q_n12_e969d0b258f564a0/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..0738b48ec44267bf81e8f37c8c5eb2c9f0a02587 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/artifacts/v2q_n12_e969d0b258f564a0/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: n12 +-- 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_n12_e969d0b258f564a0 +-- problem_id: v2p_n12_98bb1a678396088c +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT + "feature_3", + AVG(CAST("feature_1" AS REAL)) OVER (PARTITION BY "feature_3") AS avg_measure +FROM "n12" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/artifacts/v2q_n12_e969d0b258f564a0/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/artifacts/v2q_n12_e969d0b258f564a0/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..38e2790d0a02a49ca2407e1d9f05d4535d983887 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/artifacts/v2q_n12_e969d0b258f564a0/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 \"feature_3\",\n AVG(CAST(\"feature_1\" AS REAL)) OVER (PARTITION BY \"feature_3\") AS avg_measure\nFROM \"n12\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT\\n \\\"feature_3\\\",\\n AVG(CAST(\\\"feature_1\\\" AS REAL)) OVER (PARTITION BY \\\"feature_3\\\") AS avg_measure\\nFROM \\\"n12\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"feature_3\", \"avg_measure\"], \"rows\": [{\"feature_3\": \"162\", \"avg_measure\": 193.775776559645}, {\"feature_3\": \"163\", \"avg_measure\": 191.483448526737}, {\"feature_3\": \"250\", \"avg_measure\": 185.76739562624255}, {\"feature_3\": \"164\", \"avg_measure\": 183.12300319488818}, {\"feature_3\": \"160\", \"avg_measure\": 180.72307692307692}, {\"feature_3\": \"158\", \"avg_measure\": 176.42537313432837}, {\"feature_3\": \"135\", \"avg_measure\": 173.93547391170114}, {\"feature_3\": \"170\", \"avg_measure\": 173.85104450499546}, {\"feature_3\": \"161\", \"avg_measure\": 173.51272384542884}, {\"feature_3\": \"134\", \"avg_measure\": 171.47538015930485}, {\"feature_3\": \"132\", \"avg_measure\": 171.10513707745542}, {\"feature_3\": \"165\", \"avg_measure\": 168.17777777777778}, {\"feature_3\": \"131\", \"avg_measure\": 167.7795358649789}, {\"feature_3\": \"133\", \"avg_measure\": 167.46214642262896}, {\"feature_3\": \"159\", \"avg_measure\": 166.88925081433226}, {\"feature_3\": \"137\", \"avg_measure\": 166.15519917227107}, {\"feature_3\": \"169\", \"avg_measure\": 166.03083109919572}, {\"feature_3\": \"128\", \"avg_measure\": 165.7053388090349}, {\"feature_3\": \"254\", \"avg_measure\": 165.27071369975388}, {\"feature_3\": \"157\", \"avg_measure\": 164.66622864651774}, {\"feature_3\": \"119\", \"avg_measure\": 164.43559042113955}, {\"feature_3\": \"136\", \"avg_measure\": 163.93221523410202}, {\"feature_3\": \"129\", \"avg_measure\": 163.85616827743036}, {\"feature_3\": \"249\", \"avg_measure\": 163.7807570977918}, {\"feature_3\": \"114\", \"avg_measure\": 163.73856209150327}, {\"feature_3\": \"121\", \"avg_measure\": 163.7266775777414}, {\"feature_3\": \"138\", \"avg_measure\": 163.14664082687338}, {\"feature_3\": \"120\", \"avg_measure\": 162.5846230654019}, {\"feature_3\": \"115\", \"avg_measure\": 162.21150684931507}, {\"feature_3\": \"112\", \"avg_measure\": 161.45173041894353}, {\"feature_3\": \"113\", \"avg_measure\": 161.2407766990291}, {\"feature_3\": \"122\", \"avg_measure\": 161.1262886597938}, {\"feature_3\": \"118\", \"avg_measure\": 159.85603448275862}, {\"feature_3\": \"130\", \"avg_measure\": 159.65191986644408}, {\"feature_3\": \"116\", \"avg_measure\": 158.8716216216216}, {\"feature_3\": \"253\", \"avg_measure\": 158.62995169082126}, {\"feature_3\": \"168\", \"avg_measure\": 158.1741935483871}, {\"feature_3\": \"124\", \"avg_measure\": 158.14413565708904}, {\"feature_3\": \"117\", \"avg_measure\": 157.92841648590021}, {\"feature_3\": \"125\", \"avg_measure\": 157.6851346078814}, {\"feature_3\": \"127\", \"avg_measure\": 157.42474147836077}, {\"feature_3\": \"126\", \"avg_measure\": 157.01962264150944}, {\"feature_3\": \"123\", \"avg_measure\": 156.65911485774498}, {\"feature_3\": \"252\", \"avg_measure\": 156.08445945945945}, {\"feature_3\": \"111\", \"avg_measure\": 155.14144736842104}, {\"feature_3\": \"251\", \"avg_measure\": 154.15815691158156}, {\"feature_3\": \"139\", \"avg_measure\": 153.84735812133073}, {\"feature_3\": \"110\", \"avg_measure\": 152.76706231454006}, {\"feature_3\": \"235\", \"avg_measure\": 152.724399494311}, {\"feature_3\": \"236\", \"avg_measure\": 152.56527977044476}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 411.39}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/artifacts/v2q_n12_e969d0b258f564a0/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/artifacts/v2q_n12_e969d0b258f564a0/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..7548370bfe6d2bf3ca4cbe0b15b3a98caffd2abc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/artifacts/v2q_n12_e969d0b258f564a0/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "n12", + "started_at": "2026-05-19T16:01:08.686242+00:00", + "ended_at": "2026-05-19T16:01:17.317153+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n12_e969d0b258f564a0", + "problem_id": "v2p_n12_98bb1a678396088c", + "dataset_id": "n12", + "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=feature_3, measure_col=feature_1.", + "bindings": { + "group_col": "feature_3", + "measure_col": "feature_1", + "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": 100.24, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=rule", + "problem_index_within_template=7", + "sql_variant_index=2/2", + "binding_index=138" + ], + "template_selection_mode": "rule", + "selected_template_rank": 12, + "problem_index_within_template": 7, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v2", + "sql_source_version": "v2", + "sql_source_label": "v2_current", + "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n12/sql/v2q_n12_e969d0b258f564a0.sql", + "usage_summary": { + "dataset_id": "n12", + "model": "v2-cli:codex", + "run_id": "v2q_n12_e969d0b258f564a0", + "api_calls": 0, + "input_tokens": 13467, + "cached_input_tokens": 12032, + "output_tokens": 264, + "total_tokens": 13731, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 8211.22, + "sql_execution_elapsed_ms_total": 411.39, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n12/artifacts/v2q_n12_e969d0b258f564a0/cli/conversation.jsonl", + "note": "Executed through a 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/n12/artifacts/v2q_n12_e969d0b258f564a0/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/artifacts/v2q_n12_e969d0b258f564a0/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3383fb36000d803dccb381c2ec25ebfd33fe9df1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/artifacts/v2q_n12_e969d0b258f564a0/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T16:01:16.902605+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": 8211.22, "started_at": "2026-05-19T16:01:08.689940+00:00", "ended_at": "2026-05-19T16:01:16.901197+00:00", "prompt_metrics": {"chars": 4634, "bytes_utf8": 4634, "lines": 144, "estimated_tokens": null}, "response_metrics": {"chars": 418, "bytes_utf8": 418, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13467, "cached_input_tokens": 12032, "output_tokens": 264, "reasoning_output_tokens": 153}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT\\n \\\"feature_3\\\",\\n AVG(CAST(\\\"feature_1\\\" AS REAL)) OVER (PARTITION BY \\\"feature_3\\\") AS avg_measure\\nFROM \\\"n12\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Applied the planned Window Partition Average template with group_col=\\\"feature_3\\\" and measure_col=\\\"feature_1\\\". CAST to REAL is used because the schema stores numeric-looking fields as TEXT.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/artifacts/v2q_n12_e969d0b258f564a0/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/artifacts/v2q_n12_e969d0b258f564a0/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..ff0de9dfd6f2c8226c6eefe37f4e3e29c2b9449c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/artifacts/v2q_n12_e969d0b258f564a0/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n12", + "model": "v2-cli:codex", + "run_id": "v2q_n12_e969d0b258f564a0", + "api_calls": 0, + "input_tokens": 13467, + "cached_input_tokens": 12032, + "output_tokens": 264, + "total_tokens": 13731, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 8211.22, + "sql_execution_elapsed_ms_total": 411.39, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n12/artifacts/v2q_n12_e969d0b258f564a0/cli/conversation.jsonl", + "note": "Executed through a 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/n12/artifacts/v2q_n12_f49c606e542a7bd6/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/artifacts/v2q_n12_f49c606e542a7bd6/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..6862610606c5bd442d2dccde5d44e20a63b54ffd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/artifacts/v2q_n12_f49c606e542a7bd6/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=feature_2. +Result preview: [{"empirical_cdf_at_threshold": 0.3381090929865297}] \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/artifacts/v2q_n12_f49c606e542a7bd6/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/artifacts/v2q_n12_f49c606e542a7bd6/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..0c01ea001d45fdef004beeb138390e70e04a30f4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/artifacts/v2q_n12_f49c606e542a7bd6/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: n12 +-- 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_n12_f49c606e542a7bd6 +-- problem_id: v2p_n12_d9b89ba90e02cd83 +-- realization_mode: agent +-- source_kind: agent +SELECT AVG(CASE WHEN CAST("feature_2" AS REAL) <= 116.0 THEN 1 ELSE 0 END) AS "empirical_cdf_at_threshold" +FROM "n12"; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/artifacts/v2q_n12_f49c606e542a7bd6/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/artifacts/v2q_n12_f49c606e542a7bd6/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1fd2d899f760a8613ac27b861d0c32ccb83cf1fc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/artifacts/v2q_n12_f49c606e542a7bd6/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(\"feature_2\" AS REAL) <= 116.0 THEN 1 ELSE 0 END) AS \"empirical_cdf_at_threshold\"\nFROM \"n12\";", "result": "{\"query\": \"-- template_id: tpl_threshold_rarity_cdf\\nSELECT AVG(CASE WHEN CAST(\\\"feature_2\\\" AS REAL) <= 116.0 THEN 1 ELSE 0 END) AS \\\"empirical_cdf_at_threshold\\\"\\nFROM \\\"n12\\\";\", \"columns\": [\"empirical_cdf_at_threshold\"], \"rows\": [{\"empirical_cdf_at_threshold\": 0.3381090929865297}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 22.58}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/artifacts/v2q_n12_f49c606e542a7bd6/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/artifacts/v2q_n12_f49c606e542a7bd6/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..0554f5214108da0d53c4c701416e3153f0bc4aac --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/artifacts/v2q_n12_f49c606e542a7bd6/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v2_cli_20260502_081223_a", + "dataset_id": "n12", + "started_at": "2026-05-19T15:55:44.972922+00:00", + "ended_at": "2026-05-19T15:55:54.469398+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n12_f49c606e542a7bd6", + "problem_id": "v2p_n12_d9b89ba90e02cd83", + "dataset_id": "n12", + "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=feature_2.", + "bindings": { + "measure_col": "feature_2", + "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": 116.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_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/n12/sql/v2q_n12_f49c606e542a7bd6.sql", + "usage_summary": { + "dataset_id": "n12", + "model": "v2-cli:codex", + "run_id": "v2q_n12_f49c606e542a7bd6", + "api_calls": 0, + "input_tokens": 13443, + "cached_input_tokens": 12672, + "output_tokens": 366, + "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": 9466.79, + "sql_execution_elapsed_ms_total": 22.58, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n12/artifacts/v2q_n12_f49c606e542a7bd6/cli/conversation.jsonl", + "note": "Executed through a 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/n12/artifacts/v2q_n12_f49c606e542a7bd6/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/artifacts/v2q_n12_f49c606e542a7bd6/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..400d23e6a0bdbd63ef5c4d6969714265671c408d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/artifacts/v2q_n12_f49c606e542a7bd6/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-19T15:55:54.445431+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": 9466.79, "started_at": "2026-05-19T15:55:44.977813+00:00", "ended_at": "2026-05-19T15:55:54.444639+00:00", "prompt_metrics": {"chars": 4483, "bytes_utf8": 4483, "lines": 142, "estimated_tokens": null}, "response_metrics": {"chars": 364, "bytes_utf8": 364, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13443, "cached_input_tokens": 12672, "output_tokens": 366, "reasoning_output_tokens": 256}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_threshold_rarity_cdf\\nSELECT AVG(CASE WHEN CAST(\\\"feature_2\\\" AS REAL) <= 116.0 THEN 1 ELSE 0 END) AS \\\"empirical_cdf_at_threshold\\\"\\nFROM \\\"n12\\\";\",\"notes\":\"Used the requested Threshold Rarity CDF template with measure_col bound to \\\"feature_2\\\" and threshold 116.0. Casted \\\"feature_2\\\" to REAL because the schema stores it as TEXT.\"}"} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/artifacts/v2q_n12_f49c606e542a7bd6/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/artifacts/v2q_n12_f49c606e542a7bd6/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..89adbaeff056488d512deac8ee868d6c60f0d75e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/artifacts/v2q_n12_f49c606e542a7bd6/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n12", + "model": "v2-cli:codex", + "run_id": "v2q_n12_f49c606e542a7bd6", + "api_calls": 0, + "input_tokens": 13443, + "cached_input_tokens": 12672, + "output_tokens": 366, + "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": 9466.79, + "sql_execution_elapsed_ms_total": 22.58, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n12/artifacts/v2q_n12_f49c606e542a7bd6/cli/conversation.jsonl", + "note": "Executed through a 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/n12/sql/v2q_n12_00999fc963621d8d.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/sql/v2q_n12_00999fc963621d8d.sql new file mode 100644 index 0000000000000000000000000000000000000000..b51db579116e2dca992f8d10ea7f9426b0c43b3b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/sql/v2q_n12_00999fc963621d8d.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: n12 +-- 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_n12_00999fc963621d8d +-- problem_id: v2p_n12_f33e6b22f47eca59 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "target", SUM(CAST("feature_1" AS REAL)) AS group_value + FROM "n12" + GROUP BY "target" +), total AS ( + SELECT SUM(group_value) AS total_value + FROM grouped +) +SELECT g."target", 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/n12/sql/v2q_n12_02831a2a3919d4f9.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/sql/v2q_n12_02831a2a3919d4f9.sql new file mode 100644 index 0000000000000000000000000000000000000000..9ebae6790cfeadce8d6cbb21b8e7b2c447a0ab65 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/sql/v2q_n12_02831a2a3919d4f9.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: n12 +-- 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_n12_02831a2a3919d4f9 +-- problem_id: v2p_n12_2094b93a41c77697 +-- realization_mode: agent +-- source_kind: agent +SELECT + "feature_3", + "feature_1", + SUM(CAST("feature_3" AS INTEGER)) AS total_measure, + SUM(CAST("feature_3" AS INTEGER)) * 100.0 / SUM(SUM(CAST("feature_3" AS INTEGER))) OVER (PARTITION BY "feature_3") AS share_within_group +FROM "n12" +GROUP BY "feature_3", "feature_1" +ORDER BY share_within_group DESC +LIMIT 16; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/sql/v2q_n12_088223b408a97f40.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/sql/v2q_n12_088223b408a97f40.sql new file mode 100644 index 0000000000000000000000000000000000000000..63f8c12395fa7f81b393cd48a6e65f27034a113b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/sql/v2q_n12_088223b408a97f40.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: n12 +-- 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_n12_088223b408a97f40 +-- problem_id: v2p_n12_726521e528a7e88b +-- realization_mode: agent +-- source_kind: agent +SELECT + "feature_1" AS "group_col", + "feature_1" AS "item_col", + SUM(CAST("feature_3" AS REAL)) AS "total_measure", + SUM(CAST("feature_3" AS REAL)) * 100.0 + / SUM(SUM(CAST("feature_3" AS REAL))) OVER (PARTITION BY "feature_1") AS "share_within_group" +FROM "n12" +GROUP BY "feature_1", "feature_1" +ORDER BY "share_within_group" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/sql/v2q_n12_0e7c9e65443e07ae.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/sql/v2q_n12_0e7c9e65443e07ae.sql new file mode 100644 index 0000000000000000000000000000000000000000..e25f20d98d2c3adc316c6453ad1b6799f21f38fc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/sql/v2q_n12_0e7c9e65443e07ae.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: n12 +-- 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_n12_0e7c9e65443e07ae +-- problem_id: v2p_n12_577fb439b8d89529 +-- realization_mode: agent +-- source_kind: agent +WITH buckets AS ( + SELECT + "feature_3", + CAST("feature_3" AS REAL) AS "feature_3_num", + NTILE(10) OVER (ORDER BY CAST("feature_3" AS REAL) DESC) AS tail_bucket + FROM "n12" +) +SELECT "feature_3" +FROM buckets +WHERE tail_bucket = 1 +ORDER BY "feature_3_num" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/sql/v2q_n12_0f3c87a49a32c640.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/sql/v2q_n12_0f3c87a49a32c640.sql new file mode 100644 index 0000000000000000000000000000000000000000..a5dd2747031f5f83ca7560889bc5c6895f86856c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/sql/v2q_n12_0f3c87a49a32c640.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: n12 +-- 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_n12_0f3c87a49a32c640 +-- problem_id: v2p_n12_0e643b0f61f0ccb9 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "feature_1", + COUNT(*) AS support, + AVG("feature_2") AS avg_response +FROM "n12" +GROUP BY "feature_1" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/sql/v2q_n12_0f86ea6ac63c842b.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/sql/v2q_n12_0f86ea6ac63c842b.sql new file mode 100644 index 0000000000000000000000000000000000000000..f89dd7148b6115b59e7cad0253374bd8c00c2886 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/sql/v2q_n12_0f86ea6ac63c842b.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: n12 +-- 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_n12_0f86ea6ac63c842b +-- problem_id: v2p_n12_f7054224523bdf51 +-- realization_mode: agent +-- source_kind: agent +SELECT "feature_3", COUNT(*) AS "row_count" +FROM "n12" +GROUP BY "feature_3" +ORDER BY "row_count" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/sql/v2q_n12_0fac57cb1e7c9e1b.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/sql/v2q_n12_0fac57cb1e7c9e1b.sql new file mode 100644 index 0000000000000000000000000000000000000000..167bc8ddc979be2ed26d581e1663abd2ef8436e5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/sql/v2q_n12_0fac57cb1e7c9e1b.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: n12 +-- 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_n12_0fac57cb1e7c9e1b +-- problem_id: v2p_n12_768cf57d01ef3535 +-- realization_mode: agent +-- source_kind: agent +SELECT AVG(CASE WHEN CAST("feature_2" AS REAL) <= 116.0 THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold +FROM "n12"; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/sql/v2q_n12_1053f5bf33a95de8.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/sql/v2q_n12_1053f5bf33a95de8.sql new file mode 100644 index 0000000000000000000000000000000000000000..05b8c40e36a473e0b3a6d037e3594fb051fde842 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/sql/v2q_n12_1053f5bf33a95de8.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: n12 +-- 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_n12_1053f5bf33a95de8 +-- problem_id: v2p_n12_df6499dcdbfc2afe +-- realization_mode: agent +-- source_kind: agent +SELECT "target", "feature_2", + SUM(CAST("feature_1" AS REAL)) AS total_measure, + SUM(CAST("feature_1" AS REAL)) * 100.0 / SUM(SUM(CAST("feature_1" AS REAL))) OVER (PARTITION BY "target") AS share_within_group +FROM "n12" +GROUP BY "target", "feature_2" +ORDER BY share_within_group DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/sql/v2q_n12_11833f991d1ecf59.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/sql/v2q_n12_11833f991d1ecf59.sql new file mode 100644 index 0000000000000000000000000000000000000000..be88326897673039fd836e6f84a29bbc2b4ec950 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/sql/v2q_n12_11833f991d1ecf59.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: n12 +-- 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_n12_11833f991d1ecf59 +-- problem_id: v2p_n12_bc7165c6da070b8a +-- realization_mode: agent +-- source_kind: agent +SELECT "feature_2", SUM(CAST("feature_2" AS NUMERIC)) AS total_measure +FROM "n12" +GROUP BY "feature_2" +ORDER BY total_measure DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/sql/v2q_n12_24eb15bae41ce93c.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/sql/v2q_n12_24eb15bae41ce93c.sql new file mode 100644 index 0000000000000000000000000000000000000000..cf2eb85cdd494470ddbed475aa700f388074eaed --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/sql/v2q_n12_24eb15bae41ce93c.sql @@ -0,0 +1,52 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: n12 +-- 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_n12_24eb15bae41ce93c +-- problem_id: v2p_n12_69106570c67a5dfe +-- realization_mode: agent +-- source_kind: agent +WITH "ordered" AS ( + SELECT + "target", + CAST("feature_2" AS REAL) AS "measure_value", + ROW_NUMBER() OVER ( + PARTITION BY "target" + ORDER BY CAST("feature_2" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "target" + ) AS "n" + FROM "n12" +), +"positions" AS ( + SELECT DISTINCT + "target", + (1.0 + 0.95 * ("n" - 1)) AS "pos", + CAST((1.0 + 0.95 * ("n" - 1)) AS INTEGER) AS "lo", + CASE + WHEN (1.0 + 0.95 * ("n" - 1)) = CAST((1.0 + 0.95 * ("n" - 1)) AS INTEGER) + THEN CAST((1.0 + 0.95 * ("n" - 1)) AS INTEGER) + ELSE CAST((1.0 + 0.95 * ("n" - 1)) AS INTEGER) + 1 + END AS "hi" + FROM "ordered" +) +SELECT + "p"."target", + CASE + WHEN "p"."lo" = "p"."hi" THEN "lo_row"."measure_value" + ELSE "lo_row"."measure_value" + ("p"."pos" - "p"."lo") * ("hi_row"."measure_value" - "lo_row"."measure_value") + END AS "percentile_measure" +FROM "positions" AS "p" +JOIN "ordered" AS "lo_row" + ON "lo_row"."target" = "p"."target" + AND "lo_row"."rn" = "p"."lo" +JOIN "ordered" AS "hi_row" + ON "hi_row"."target" = "p"."target" + AND "hi_row"."rn" = "p"."hi" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/sql/v2q_n12_2937cf60b9c3c157.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/sql/v2q_n12_2937cf60b9c3c157.sql new file mode 100644 index 0000000000000000000000000000000000000000..648ef0ef8c68ea2f046cbb6850601cc27dd055e8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/sql/v2q_n12_2937cf60b9c3c157.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: n12 +-- 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_n12_2937cf60b9c3c157 +-- problem_id: v2p_n12_3a34e3d0b4892659 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "feature_1" AS value_label, COUNT(*) AS support + FROM "n12" + GROUP BY "feature_1" +) +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/n12/sql/v2q_n12_2a0385a5c6086eb0.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/sql/v2q_n12_2a0385a5c6086eb0.sql new file mode 100644 index 0000000000000000000000000000000000000000..080de230c0120a6a12b88969e2e5f19193055806 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/sql/v2q_n12_2a0385a5c6086eb0.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: n12 +-- 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_n12_2a0385a5c6086eb0 +-- problem_id: v2p_n12_91bda4291aad4bf9 +-- realization_mode: agent +-- source_kind: agent +SELECT + "target", + "feature_2", + SUM(CAST("feature_1" AS REAL)) AS "total_measure", + SUM(CAST("feature_1" AS REAL)) * 100.0 + / SUM(SUM(CAST("feature_1" AS REAL))) OVER (PARTITION BY "target") AS "share_within_group" +FROM "n12" +GROUP BY "target", "feature_2" +ORDER BY "share_within_group" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/sql/v2q_n12_345ad870680c968e.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/sql/v2q_n12_345ad870680c968e.sql new file mode 100644 index 0000000000000000000000000000000000000000..d22d7f07ca815520f732d0d967291d7ee6831c1a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/sql/v2q_n12_345ad870680c968e.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: n12 +-- 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_n12_345ad870680c968e +-- problem_id: v2p_n12_d2bb0dc5eaeea902 +-- realization_mode: agent +-- source_kind: agent +SELECT AVG(CASE WHEN CAST("feature_1" AS REAL) <= 115.0 THEN 1 ELSE 0 END) AS "empirical_cdf_at_threshold" +FROM "n12"; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/sql/v2q_n12_3fe8b0a9ef9de28b.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/sql/v2q_n12_3fe8b0a9ef9de28b.sql new file mode 100644 index 0000000000000000000000000000000000000000..880f36c10450003966a736bc8fd00c7e74fcc7fa --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/sql/v2q_n12_3fe8b0a9ef9de28b.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: n12 +-- 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_n12_3fe8b0a9ef9de28b +-- problem_id: v2p_n12_df8036a383646f64 +-- realization_mode: agent +-- source_kind: agent +SELECT + "target", + "feature_3", + SUM(CAST("feature_2" AS REAL)) AS total_measure, + SUM(CAST("feature_2" AS REAL)) * 100.0 + / SUM(SUM(CAST("feature_2" AS REAL))) OVER (PARTITION BY "target") AS share_within_group +FROM "n12" +GROUP BY "target", "feature_3" +ORDER BY share_within_group DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/sql/v2q_n12_404118175dc49b89.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/sql/v2q_n12_404118175dc49b89.sql new file mode 100644 index 0000000000000000000000000000000000000000..8c4ee852902583421a29d32927ea7a1ec07740f0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/sql/v2q_n12_404118175dc49b89.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: n12 +-- 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_n12_404118175dc49b89 +-- problem_id: v2p_n12_0717b20df119aa99 +-- realization_mode: agent +-- source_kind: agent +SELECT "feature_2", + AVG(CASE WHEN "target" = '2' THEN 1 ELSE 0 END) AS "condition_rate" +FROM "n12" +GROUP BY "feature_2" +ORDER BY "condition_rate" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/sql/v2q_n12_41bd0a6a3529a8bc.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/sql/v2q_n12_41bd0a6a3529a8bc.sql new file mode 100644 index 0000000000000000000000000000000000000000..0e2e7ab32fdc95b0b1bac15aa9b22762f52190b9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/sql/v2q_n12_41bd0a6a3529a8bc.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: n12 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tail_low_support_group_count_v2 +-- query_record_id: v2q_n12_41bd0a6a3529a8bc +-- problem_id: v2p_n12_bf62b76d9434cca7 +-- realization_mode: agent +-- source_kind: agent +SELECT + "target", + COUNT(*) AS support +FROM "n12" +GROUP BY "target" +ORDER BY support ASC, "target" +LIMIT 18; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/sql/v2q_n12_45d87e9a37c11c4f.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/sql/v2q_n12_45d87e9a37c11c4f.sql new file mode 100644 index 0000000000000000000000000000000000000000..a4b3e123aa17301ec0083edab433f8e4930d7ddc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/sql/v2q_n12_45d87e9a37c11c4f.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: n12 +-- 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_n12_45d87e9a37c11c4f +-- problem_id: v2p_n12_9b62ef325cbb11ac +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "feature_3", + COUNT(*) AS support, + AVG("feature_1") AS avg_response +FROM "n12" +GROUP BY "feature_3" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/sql/v2q_n12_53f392a9c0a832a9.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/sql/v2q_n12_53f392a9c0a832a9.sql new file mode 100644 index 0000000000000000000000000000000000000000..313ff66818d19455edde5b2f9fc2bbe646eb001c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/sql/v2q_n12_53f392a9c0a832a9.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: n12 +-- 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_n12_53f392a9c0a832a9 +-- problem_id: v2p_n12_145cff86c297fb1a +-- realization_mode: agent +-- source_kind: agent +SELECT "feature_3", "feature_2", + SUM(CAST("feature_1" AS REAL)) AS "total_measure", + SUM(CAST("feature_1" AS REAL)) * 100.0 / SUM(SUM(CAST("feature_1" AS REAL))) OVER (PARTITION BY "feature_3") AS "share_within_group" +FROM "n12" +GROUP BY "feature_3", "feature_2" +ORDER BY "share_within_group" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/sql/v2q_n12_70c6ebd1768f6430.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/sql/v2q_n12_70c6ebd1768f6430.sql new file mode 100644 index 0000000000000000000000000000000000000000..967033387ea6c415e8105e9e673163ac76c4cff5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/sql/v2q_n12_70c6ebd1768f6430.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: n12 +-- 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_n12_70c6ebd1768f6430 +-- problem_id: v2p_n12_6fb93a004868f54a +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "feature_2", SUM(CAST("feature_3" AS REAL)) AS group_value + FROM "n12" + GROUP BY "feature_2" +), total AS ( + SELECT SUM(group_value) AS total_value + FROM grouped +) +SELECT g."feature_2", 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/n12/sql/v2q_n12_75b8b2e64e1c121e.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/sql/v2q_n12_75b8b2e64e1c121e.sql new file mode 100644 index 0000000000000000000000000000000000000000..ad51b1fe9d66312ab0161e40f17ef2e0854e4d0e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/sql/v2q_n12_75b8b2e64e1c121e.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: n12 +-- 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_n12_75b8b2e64e1c121e +-- problem_id: v2p_n12_4a338c55812ac990 +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "target", + AVG(CAST("feature_1" AS REAL)) OVER (PARTITION BY "target") AS "avg_measure" +FROM "n12" +ORDER BY "avg_measure" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/sql/v2q_n12_7c9fd3af2a5d4d0a.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/sql/v2q_n12_7c9fd3af2a5d4d0a.sql new file mode 100644 index 0000000000000000000000000000000000000000..c9ae180c4b6a56f611ea5f519a167f4f3c38e7c1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/sql/v2q_n12_7c9fd3af2a5d4d0a.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: n12 +-- 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_n12_7c9fd3af2a5d4d0a +-- problem_id: v2p_n12_23553ef06d46be71 +-- realization_mode: agent +-- source_kind: agent +SELECT "feature_1", "feature_2", + SUM(CAST("feature_1" AS REAL)) AS total_measure, + SUM(CAST("feature_1" AS REAL)) * 100.0 / SUM(SUM(CAST("feature_1" AS REAL))) OVER (PARTITION BY "feature_1") AS share_within_group +FROM "n12" +GROUP BY "feature_1", "feature_2" +ORDER BY share_within_group DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/sql/v2q_n12_7d80d34aad3a8dc1.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/sql/v2q_n12_7d80d34aad3a8dc1.sql new file mode 100644 index 0000000000000000000000000000000000000000..a1b1a61c58a99da549af11a4c4d64526a0ed3acb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/sql/v2q_n12_7d80d34aad3a8dc1.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: n12 +-- 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_n12_7d80d34aad3a8dc1 +-- problem_id: v2p_n12_e08d5e916bc4c57f +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "feature_1", + SUM(CASE WHEN "target" = '1' THEN 1 ELSE 0 END) AS numerator_count, + SUM(CASE WHEN "target" = '2' THEN 1 ELSE 0 END) AS denominator_count + FROM "n12" + GROUP BY "feature_1" +) +SELECT "feature_1", + 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/n12/sql/v2q_n12_7ede77f4ae0172f5.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/sql/v2q_n12_7ede77f4ae0172f5.sql new file mode 100644 index 0000000000000000000000000000000000000000..333f4396b5df4bd9554b35e46ea565ed9cab617f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/sql/v2q_n12_7ede77f4ae0172f5.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: n12 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tail_low_support_group_count_v2 +-- query_record_id: v2q_n12_7ede77f4ae0172f5 +-- problem_id: v2p_n12_b2b6a2e6eb5c3b94 +-- realization_mode: agent +-- source_kind: agent +SELECT + "feature_2", + COUNT(*) AS support +FROM "n12" +GROUP BY "feature_2" +ORDER BY support ASC, "feature_2" +LIMIT 16; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/sql/v2q_n12_8747e91e230671a0.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/sql/v2q_n12_8747e91e230671a0.sql new file mode 100644 index 0000000000000000000000000000000000000000..37c6e132597322052f25782d81a3f3c7c69d2ee0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/sql/v2q_n12_8747e91e230671a0.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: n12 +-- 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_n12_8747e91e230671a0 +-- problem_id: v2p_n12_62453c93abc94fdc +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT + "feature_3", + AVG(CAST("feature_1" AS REAL)) OVER (PARTITION BY "feature_3") AS avg_measure +FROM "n12" +WHERE "feature_3" IS NOT NULL + AND "feature_1" IS NOT NULL +ORDER BY avg_measure DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/sql/v2q_n12_9250936f7427fe95.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/sql/v2q_n12_9250936f7427fe95.sql new file mode 100644 index 0000000000000000000000000000000000000000..c2aa12bfe15fac798290dad1ba38a404c5397468 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/sql/v2q_n12_9250936f7427fe95.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: n12 +-- 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_n12_9250936f7427fe95 +-- problem_id: v2p_n12_65bb0da618aec081 +-- realization_mode: agent +-- source_kind: agent +SELECT "feature_1", "feature_3", + SUM(CAST("feature_2" AS REAL)) AS total_measure, + SUM(CAST("feature_2" AS REAL)) * 100.0 / SUM(SUM(CAST("feature_2" AS REAL))) OVER (PARTITION BY "feature_1") AS share_within_group +FROM "n12" +GROUP BY "feature_1", "feature_3" +ORDER BY share_within_group DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/sql/v2q_n12_97502a2b5b98af7a.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/sql/v2q_n12_97502a2b5b98af7a.sql new file mode 100644 index 0000000000000000000000000000000000000000..f8b3ecad1a17196d63dc7b0a78b51b4711eed2d2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/sql/v2q_n12_97502a2b5b98af7a.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: n12 +-- 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_n12_97502a2b5b98af7a +-- problem_id: v2p_n12_e9f818432458da95 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "feature_1", + SUM(CASE WHEN "target" = '1' THEN 1 ELSE 0 END) AS numerator_count, + SUM(CASE WHEN "target" = '2' THEN 1 ELSE 0 END) AS denominator_count + FROM "n12" + GROUP BY "feature_1" +) +SELECT "feature_1", + 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/n12/sql/v2q_n12_a66cc05a054e2820.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/sql/v2q_n12_a66cc05a054e2820.sql new file mode 100644 index 0000000000000000000000000000000000000000..6f24aec4656b59b4f6ebc672109168abd4e4ff2f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/sql/v2q_n12_a66cc05a054e2820.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: n12 +-- 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_n12_a66cc05a054e2820 +-- problem_id: v2p_n12_04e2c95dc0d4a8b8 +-- realization_mode: agent +-- source_kind: agent +SELECT "feature_3", SUM(CAST("feature_3" AS INTEGER)) AS total_measure +FROM "n12" +GROUP BY "feature_3" +ORDER BY total_measure DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/sql/v2q_n12_a85357f6c53e6ac9.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/sql/v2q_n12_a85357f6c53e6ac9.sql new file mode 100644 index 0000000000000000000000000000000000000000..a2a19fbc7664cf7912a76175e23d5b08053a2533 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/sql/v2q_n12_a85357f6c53e6ac9.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: n12 +-- 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_n12_a85357f6c53e6ac9 +-- problem_id: v2p_n12_9f4f0274f547902c +-- realization_mode: agent +-- source_kind: agent +WITH "grouped" AS ( + SELECT + "feature_2", + SUM(CAST("feature_3" AS REAL)) AS "group_value" + FROM "n12" + GROUP BY "feature_2" +), +"total" AS ( + SELECT SUM("group_value") AS "total_value" + FROM "grouped" +) +SELECT + g."feature_2", + 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/n12/sql/v2q_n12_a9c92acb873640ca.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/sql/v2q_n12_a9c92acb873640ca.sql new file mode 100644 index 0000000000000000000000000000000000000000..bf901de1791577e19f3173161cb0b2f8e4c4cc5e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/sql/v2q_n12_a9c92acb873640ca.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: n12 +-- 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_n12_a9c92acb873640ca +-- problem_id: v2p_n12_82176f17e431cecc +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "feature_2", + AVG(CAST("feature_3" AS REAL)) OVER (PARTITION BY "feature_2") AS avg_measure +FROM "n12" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/sql/v2q_n12_af29336c8f80a336.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/sql/v2q_n12_af29336c8f80a336.sql new file mode 100644 index 0000000000000000000000000000000000000000..51439fcd05abeef20641a6fd20acbe18e56360db --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/sql/v2q_n12_af29336c8f80a336.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: n12 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: support_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_cardinality_distinct_share_profile +-- query_record_id: v2q_n12_af29336c8f80a336 +-- problem_id: v2p_n12_70ab454082e52fb0 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "feature_3" AS value_label, COUNT(*) AS support + FROM "n12" + GROUP BY "feature_3" +), ranked AS ( + SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support + FROM grouped +) +SELECT * +FROM ranked +ORDER BY support DESC, value_label; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/sql/v2q_n12_b0323d494e692ea6.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/sql/v2q_n12_b0323d494e692ea6.sql new file mode 100644 index 0000000000000000000000000000000000000000..03a14be30fab4f9ee5396ed51c9f4edf4f639fb0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/sql/v2q_n12_b0323d494e692ea6.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: n12 +-- 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_n12_b0323d494e692ea6 +-- problem_id: v2p_n12_104ed26d2ac1da21 +-- realization_mode: agent +-- source_kind: agent +SELECT + "feature_1", + COUNT(*) AS support +FROM "n12" +GROUP BY "feature_1" +ORDER BY support ASC, "feature_1" +LIMIT 19; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/sql/v2q_n12_b43cae19dcef16f8.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/sql/v2q_n12_b43cae19dcef16f8.sql new file mode 100644 index 0000000000000000000000000000000000000000..04171c545204ebb4202f341fbbe6e830cb9bbb3d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/sql/v2q_n12_b43cae19dcef16f8.sql @@ -0,0 +1,30 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: n12 +-- 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_n12_b43cae19dcef16f8 +-- problem_id: v2p_n12_c3184c87ed24e22e +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "feature_1", + CAST("feature_2" AS REAL) AS "measure_value", + CUME_DIST() OVER ( + PARTITION BY "feature_1" + ORDER BY CAST("feature_2" AS REAL) + ) AS "cum_dist" + FROM "n12" +) +SELECT + "feature_1", + MIN("measure_value") AS "percentile_measure" +FROM "ranked" +WHERE "cum_dist" >= 0.9 +GROUP BY "feature_1" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/sql/v2q_n12_b4697e766cf36b06.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/sql/v2q_n12_b4697e766cf36b06.sql new file mode 100644 index 0000000000000000000000000000000000000000..96cdef637f698873013f20d452f5c5d40d4f34ae --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/sql/v2q_n12_b4697e766cf36b06.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: n12 +-- 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_n12_b4697e766cf36b06 +-- problem_id: v2p_n12_127da05dff74ec05 +-- realization_mode: agent +-- source_kind: agent +SELECT "feature_1", SUM(CAST("feature_1" AS NUMERIC)) AS total_measure +FROM "n12" +GROUP BY "feature_1" +ORDER BY total_measure DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/sql/v2q_n12_b62717722b961728.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/sql/v2q_n12_b62717722b961728.sql new file mode 100644 index 0000000000000000000000000000000000000000..2d86abb03f4ce1d5d6e443659162d8b647f6761a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/sql/v2q_n12_b62717722b961728.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: n12 +-- 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_n12_b62717722b961728 +-- problem_id: v2p_n12_17283428b2bc2dde +-- realization_mode: agent +-- source_kind: agent +SELECT "feature_3", SUM(CAST("feature_1" AS INTEGER)) AS total_measure +FROM "n12" +GROUP BY "feature_3" +ORDER BY total_measure DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/sql/v2q_n12_bb76a09c7aaa466e.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/sql/v2q_n12_bb76a09c7aaa466e.sql new file mode 100644 index 0000000000000000000000000000000000000000..5f0570fe8b3e68ae3c34b532ac2da9e6267ec0b1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/sql/v2q_n12_bb76a09c7aaa466e.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: n12 +-- 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_n12_bb76a09c7aaa466e +-- problem_id: v2p_n12_c6c1b5337afd23f8 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "feature_1", SUM(CAST("feature_1" AS REAL)) AS group_value + FROM "n12" + GROUP BY "feature_1" +), total AS ( + SELECT SUM(group_value) AS total_value + FROM grouped +) +SELECT g."feature_1", 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/n12/sql/v2q_n12_bd194ab75f900279.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/sql/v2q_n12_bd194ab75f900279.sql new file mode 100644 index 0000000000000000000000000000000000000000..6cf7f1a13498beb846af2340d3f3c6435fa19daf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/sql/v2q_n12_bd194ab75f900279.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: n12 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: value_imbalance_profile +-- variant_semantic_role: count_distribution +-- template_id: tpl_cardinality_support_rank_profile +-- query_record_id: v2q_n12_bd194ab75f900279 +-- problem_id: v2p_n12_8b02149064fda94b +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "target" AS value_label, COUNT(*) AS support + FROM "n12" + GROUP BY "target" +) +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/n12/sql/v2q_n12_bf2f2d4173c12095.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/sql/v2q_n12_bf2f2d4173c12095.sql new file mode 100644 index 0000000000000000000000000000000000000000..561a7d76bed07dca7f39a0a70e130016479161dd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/sql/v2q_n12_bf2f2d4173c12095.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: n12 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: count_distribution +-- template_id: tpl_c2_filtered_group_count_2d +-- query_record_id: v2q_n12_bf2f2d4173c12095 +-- problem_id: v2p_n12_16c49ec0aa0985e8 +-- realization_mode: agent +-- source_kind: agent +SELECT "feature_3", "target", COUNT(*) AS row_count +FROM "n12" +WHERE CAST("feature_2" AS REAL) >= 116.0 +GROUP BY "feature_3", "target" +ORDER BY row_count DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/sql/v2q_n12_c31f2761dc1f120b.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/sql/v2q_n12_c31f2761dc1f120b.sql new file mode 100644 index 0000000000000000000000000000000000000000..fc72420b7eea47a0d9c5fede2a07c6efac53df9b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/sql/v2q_n12_c31f2761dc1f120b.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: n12 +-- 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_n12_c31f2761dc1f120b +-- problem_id: v2p_n12_2f1d96710a2a6710 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "feature_1", + COUNT(*) AS support, + AVG("feature_3") AS avg_response +FROM "n12" +GROUP BY "feature_1" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/sql/v2q_n12_c48b242ad579aa24.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/sql/v2q_n12_c48b242ad579aa24.sql new file mode 100644 index 0000000000000000000000000000000000000000..643b7860dfbc8cb038f40e0a135e4621d33b0fbd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/sql/v2q_n12_c48b242ad579aa24.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: n12 +-- 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_n12_c48b242ad579aa24 +-- problem_id: v2p_n12_66b23fb6134aa5ca +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "feature_2", + COUNT(*) AS support, + AVG("feature_1") AS avg_response +FROM "n12" +GROUP BY "feature_2" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/sql/v2q_n12_c9f36e764c13a235.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/sql/v2q_n12_c9f36e764c13a235.sql new file mode 100644 index 0000000000000000000000000000000000000000..6cd4d50b7f708c2a7e61dadc755fe1f691c8d1b1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/sql/v2q_n12_c9f36e764c13a235.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: n12 +-- 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_n12_c9f36e764c13a235 +-- problem_id: v2p_n12_3c03a62641b32c36 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "feature_2", SUM(CAST("feature_2" AS REAL)) AS group_value + FROM "n12" + GROUP BY "feature_2" +), total AS ( + SELECT SUM(group_value) AS total_value + FROM grouped +) +SELECT g."feature_2", 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/n12/sql/v2q_n12_cacbd792eecfb8f2.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/sql/v2q_n12_cacbd792eecfb8f2.sql new file mode 100644 index 0000000000000000000000000000000000000000..54a4bfd6b592e68e59c9ca6d6a65bdca9c47499c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/sql/v2q_n12_cacbd792eecfb8f2.sql @@ -0,0 +1,54 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: n12 +-- 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_n12_cacbd792eecfb8f2 +-- problem_id: v2p_n12_3bf0a877ac2664a0 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "feature_1" AS "group_col", + CAST("feature_2" AS REAL) AS "measure_val", + ROW_NUMBER() OVER ( + PARTITION BY "feature_1" + ORDER BY CAST("feature_2" AS REAL) + ) AS "rn", + COUNT(*) OVER (PARTITION BY "feature_1") AS "cnt" + FROM "n12" +), +"bounds" AS ( + SELECT DISTINCT + "group_col", + (1.0 + ("cnt" - 1) * 0.95) AS "pos", + CAST(1.0 + ("cnt" - 1) * 0.95 AS INTEGER) AS "lower_rn", + CAST(1.0 + ("cnt" - 1) * 0.95 AS INTEGER) + + ((1.0 + ("cnt" - 1) * 0.95) > CAST(1.0 + ("cnt" - 1) * 0.95 AS INTEGER)) AS "upper_rn", + (1.0 + ("cnt" - 1) * 0.95) - CAST(1.0 + ("cnt" - 1) * 0.95 AS INTEGER) AS "frac" + FROM "ranked" +), +"picked" AS ( + SELECT + r."group_col", + b."frac", + MAX(CASE WHEN r."rn" = b."lower_rn" THEN r."measure_val" END) AS "lower_val", + MAX(CASE WHEN r."rn" = b."upper_rn" THEN r."measure_val" END) AS "upper_val" + FROM "ranked" AS r + JOIN "bounds" AS b + ON r."group_col" = b."group_col" + GROUP BY r."group_col", b."frac" +) +SELECT + "group_col" AS "feature_1", + CASE + WHEN "lower_val" IS NULL THEN NULL + WHEN "upper_val" IS NULL THEN "lower_val" + ELSE "lower_val" + "frac" * ("upper_val" - "lower_val") + END AS "percentile_measure" +FROM "picked" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/sql/v2q_n12_cfc92e68c59e6dca.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/sql/v2q_n12_cfc92e68c59e6dca.sql new file mode 100644 index 0000000000000000000000000000000000000000..7c461770c4f409210d1edab3b38d107eca41b0ad --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/sql/v2q_n12_cfc92e68c59e6dca.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: n12 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: count_distribution +-- template_id: tpl_c2_filtered_group_count_2d +-- query_record_id: v2q_n12_cfc92e68c59e6dca +-- problem_id: v2p_n12_7fec11366f2b13ab +-- realization_mode: agent +-- source_kind: agent +SELECT "feature_2", "feature_3", COUNT(*) AS row_count +FROM "n12" +WHERE "target" = '2' +GROUP BY "feature_2", "feature_3" +ORDER BY row_count DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/sql/v2q_n12_d169ee85462fa09a.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/sql/v2q_n12_d169ee85462fa09a.sql new file mode 100644 index 0000000000000000000000000000000000000000..6f63549a185615f60e4aec35e95cb7cdd6bf40d0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/sql/v2q_n12_d169ee85462fa09a.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: n12 +-- 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_n12_d169ee85462fa09a +-- problem_id: v2p_n12_696850f3b62c527c +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "feature_3", + SUM(CASE WHEN "target" = '1' THEN 1 ELSE 0 END) AS numerator_count, + SUM(CASE WHEN "target" = '2' THEN 1 ELSE 0 END) AS denominator_count + FROM "n12" + GROUP BY "feature_3" +) +SELECT "feature_3", + 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/n12/sql/v2q_n12_d71a88da1b662522.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/sql/v2q_n12_d71a88da1b662522.sql new file mode 100644 index 0000000000000000000000000000000000000000..26fe9e126723a020cc69cdccc6fb116b77dc7457 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/sql/v2q_n12_d71a88da1b662522.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: n12 +-- 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_n12_d71a88da1b662522 +-- problem_id: v2p_n12_1955099b5d125558 +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT + "feature_1", + AVG(CAST("feature_2" AS REAL)) OVER (PARTITION BY "feature_1") AS avg_measure +FROM "n12" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/sql/v2q_n12_e4951e328443b7ba.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/sql/v2q_n12_e4951e328443b7ba.sql new file mode 100644 index 0000000000000000000000000000000000000000..0690586bde99f8089debc06dd027b953ef42e8ce --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/sql/v2q_n12_e4951e328443b7ba.sql @@ -0,0 +1,33 @@ +-- sql_source_version: v2 +-- sql_source_label: v2_current +-- sql_source_run_id: v2_cli_20260502_081223_a +-- sql_source_dataset_id: n12 +-- 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_n12_e4951e328443b7ba +-- problem_id: v2p_n12_b94fe06de2ca6acc +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "feature_3", + CAST("feature_1" AS REAL) AS "measure", + COUNT(*) OVER (PARTITION BY "feature_3") AS "group_size", + CUME_DIST() OVER ( + PARTITION BY "feature_3" + ORDER BY CAST("feature_1" AS REAL) + ) AS "cume_dist" + FROM "n12" +) +SELECT + "feature_3", + MIN("measure") AS "percentile_measure" +FROM "ranked" +WHERE "group_size" >= 5 + AND "cume_dist" >= 0.9 +GROUP BY "feature_3" +ORDER BY "percentile_measure" DESC +LIMIT 15; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/sql/v2q_n12_e7a75a5dd0208412.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/sql/v2q_n12_e7a75a5dd0208412.sql new file mode 100644 index 0000000000000000000000000000000000000000..37443cd0d12946c55a7b54f11b623c6df8c87b45 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/sql/v2q_n12_e7a75a5dd0208412.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: n12 +-- 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_n12_e7a75a5dd0208412 +-- problem_id: v2p_n12_e554d3dffc5db82d +-- realization_mode: agent +-- source_kind: agent +WITH buckets AS ( + SELECT CAST("feature_3" AS INTEGER) AS "feature_3", + NTILE(10) OVER (ORDER BY CAST("feature_3" AS INTEGER) DESC) AS "tail_bucket" + FROM "n12" +) +SELECT "feature_3" +FROM buckets +WHERE "tail_bucket" = 1 +ORDER BY "feature_3" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/sql/v2q_n12_ec44abae0ec73625.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/sql/v2q_n12_ec44abae0ec73625.sql new file mode 100644 index 0000000000000000000000000000000000000000..9be11876e37895426014dcf2b2e8dff9a3c4f97d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/sql/v2q_n12_ec44abae0ec73625.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: n12 +-- 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_n12_ec44abae0ec73625 +-- problem_id: v2p_n12_539a0610b0ffc451 +-- realization_mode: agent +-- source_kind: agent +SELECT "feature_1", + AVG(CASE WHEN "target" = '1' THEN 1 ELSE 0 END) AS condition_rate +FROM "n12" +GROUP BY "feature_1" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/sql/v2q_n12_eca5e9f64fc62316.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/sql/v2q_n12_eca5e9f64fc62316.sql new file mode 100644 index 0000000000000000000000000000000000000000..b25cc26f3e32ba7252a3b53d5ea6b08dca87688b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/sql/v2q_n12_eca5e9f64fc62316.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: n12 +-- 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_n12_eca5e9f64fc62316 +-- problem_id: v2p_n12_e906ac9fa5edff64 +-- realization_mode: agent +-- source_kind: agent +SELECT "feature_2", "feature_1", + SUM(CAST("feature_3" AS REAL)) AS total_measure, + SUM(CAST("feature_3" AS REAL)) * 100.0 / SUM(SUM(CAST("feature_3" AS REAL))) OVER (PARTITION BY "feature_2") AS share_within_group +FROM "n12" +GROUP BY "feature_2", "feature_1" +ORDER BY share_within_group DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/sql/v2q_n12_f60cb8b776bf73fd.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/sql/v2q_n12_f60cb8b776bf73fd.sql new file mode 100644 index 0000000000000000000000000000000000000000..1b4e497abbd07ca33d089f5f9b3ffa4fb9f7d06a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/sql/v2q_n12_f60cb8b776bf73fd.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: n12 +-- 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_n12_f60cb8b776bf73fd +-- problem_id: v2p_n12_255aa270debd9da4 +-- realization_mode: agent +-- source_kind: agent +SELECT "target", SUM(CAST("feature_1" AS INTEGER)) AS "total_measure" +FROM "n12" +GROUP BY "target" +ORDER BY "total_measure" DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/sql/v2q_n12_f66b622a405641dc.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/sql/v2q_n12_f66b622a405641dc.sql new file mode 100644 index 0000000000000000000000000000000000000000..dc034ccd952904ac62c0b56f0dffff756c0454ec --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n12/sql/v2q_n12_f66b622a405641dc.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: n12 +-- 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_n12_f66b622a405641dc +-- problem_id: v2p_n12_769edb2e6bb050ea +-- realization_mode: agent +-- source_kind: agent +SELECT + "feature_3", + CAST("feature_3" AS REAL) AS percentile_measure +FROM "n12" +GROUP BY "feature_3" +ORDER BY percentile_measure DESC; diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_020bced1422a6427/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_020bced1422a6427/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0d844592647c3a62779cc7a89c1e999c3bee5c01 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_020bced1422a6427/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 4803, "bytes_utf8": 4803, "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": 483, "bytes_utf8": 483, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13585, "cached_input_tokens": 12672, "output_tokens": 611, "reasoning_output_tokens": 479}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_020bced1422a6427/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_020bced1422a6427/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..98bcbf0ed85157ac09c86bff5de761a467f05f0e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_020bced1422a6427/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_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/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_020bced1422a6427/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..634692fd2ea6899b6d20cb91ca32f3ab5a6ce046 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_020bced1422a6427/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": "2026-05-19T15:59:23.552147+00:00", + "ended_at": "2026-05-19T15:59:36.898450+00:00", + "elapsed_ms": 13346.27, + "prompt_metrics": { + "chars": 4803, + "bytes_utf8": 4803, + "lines": 159, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 850, + "bytes_utf8": 850, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_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 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_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_020bced1422a6427/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_020bced1422a6427/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a0db67652c2dc1a9231f30d5381eb791527931f9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_020bced1422a6427/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 focused_target_view. 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": 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 + }, + "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_020bced1422a6427/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_020bced1422a6427/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f5494e4b35b97534ee162d265d63b670c01696a7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_020bced1422a6427/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f6-9ab1-7d33-a7ce-a7d9098b5bc3"} +{"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) = 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.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13585,"cached_input_tokens":12672,"output_tokens":611,"reasoning_output_tokens":479}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_020bced1422a6427/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_020bced1422a6427/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..50bb4a558b0fb1ae348f8cca8bd613fce14c5e8b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_020bced1422a6427/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) = 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."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_020bced1422a6427/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_020bced1422a6427/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_037962f126a9bd60/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_037962f126a9bd60/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..f0c1f7f3f7d2242af1df7ab2be3c221927756fa5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_037962f126a9bd60/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": "2026-05-19T15:59:44.011389+00:00", + "ended_at": "2026-05-19T15:59:47.201757+00:00", + "elapsed_ms": 3190.33, + "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_037962f126a9bd60/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_037962f126a9bd60/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..f3f7a7f1c2e4fa87c57c779f150b43d67870eaed --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_037962f126a9bd60/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": "2026-05-19T15:59:48.205007+00:00", + "ended_at": "2026-05-19T15:59:51.601466+00:00", + "elapsed_ms": 3396.41, + "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_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_037962f126a9bd60/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_037962f126a9bd60/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0a72b10698d57cc227026c98f513d1e3ef39eaa8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_037962f126a9bd60/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": 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 + }, + "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_037962f126a9bd60/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_037962f126a9bd60/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..0a72b10698d57cc227026c98f513d1e3ef39eaa8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_037962f126a9bd60/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": 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 + }, + "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_037962f126a9bd60/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_037962f126a9bd60/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..aaa01f87e01333787672ff6c6ca2e11700863bf3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_037962f126a9bd60/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f6-ea93-79c0-8447-033ca028af64"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"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_037962f126a9bd60/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_037962f126a9bd60/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..41f59ecb523521edcb8de3bd7d78a1b111c8d5a1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_037962f126a9bd60/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f6-ea93-79c0-8447-033ca028af64"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota 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_037962f126a9bd60/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_037962f126a9bd60/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..86c4f8a251e40d0ad82c6398cf588111e4f436ff --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_037962f126a9bd60/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f6-fb11-7bb2-aeb8-1fb8a26e84e1"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"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_037962f126a9bd60/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_037962f126a9bd60/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..5e8eb9ac734b1722588290d160a79a6b7ea35d46 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_037962f126a9bd60/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f6-fb11-7bb2-aeb8-1fb8a26e84e1"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota 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_037962f126a9bd60/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_037962f126a9bd60/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_037962f126a9bd60/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_037962f126a9bd60/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_04627e887d026a61/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_04627e887d026a61/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5884eebf83beaa9f2f0e9a9a34e22681cd89dacd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_04627e887d026a61/cli/conversation.jsonl @@ -0,0 +1,4 @@ +{"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": 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": 4717, "bytes_utf8": 4717, "lines": 156, "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": 604, "bytes_utf8": 604, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13556, "cached_input_tokens": 12672, "output_tokens": 674, "reasoning_output_tokens": 516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_04627e887d026a61/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_04627e887d026a61/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..7aff685cf57d7d0fd27a7b1467b4e21d52c7f2b5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_04627e887d026a61/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_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/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_04627e887d026a61/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..95d2f534dd5a30b8a157d811850494ca8b46bebf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_04627e887d026a61/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": "2026-05-19T15:55:22.255322+00:00", + "ended_at": "2026-05-19T15:55:25.294225+00:00", + "elapsed_ms": 3038.88, + "returncode": 1, + "prompt_metrics": { + "chars": 4717, + "bytes_utf8": 4717, + "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_04627e887d026a61/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_04627e887d026a61/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..347c3035d3eb17687f10bb78ffce6941dd6f497c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_04627e887d026a61/cli/sql_attempt_2.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:55:26.295590+00:00", + "ended_at": "2026-05-19T15:55:42.766658+00:00", + "elapsed_ms": 16471.03, + "prompt_metrics": { + "chars": 4717, + "bytes_utf8": 4717, + "lines": 156, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 982, + "bytes_utf8": 982, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_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 + } + }, + "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_04627e887d026a61/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_04627e887d026a61/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a134d5eb0345497935c3273c5a5cfb3de07a1ed7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_04627e887d026a61/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": 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 {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_04627e887d026a61/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_04627e887d026a61/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..a134d5eb0345497935c3273c5a5cfb3de07a1ed7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_04627e887d026a61/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=V.", + "planned_template_id": "tpl_grouped_percentile_point", + "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 {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_04627e887d026a61/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_04627e887d026a61/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..48ef5582e0e10b9544451905711e295c1f01eab7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_04627e887d026a61/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f2-ec3d-7383-9948-1ddf16d9cbb1"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"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_04627e887d026a61/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_04627e887d026a61/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..69039686ab1cb47b9a0739e4f5078c2ec019cf3b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_04627e887d026a61/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f2-ec3d-7383-9948-1ddf16d9cbb1"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota 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_04627e887d026a61/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_04627e887d026a61/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..1e05ab12e301217016c71dc774b92c4d83d5d6ba --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_04627e887d026a61/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f2-fbf9-7583-84b2-8b03093ddfcd"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"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.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13556,"cached_input_tokens":12672,"output_tokens":674,"reasoning_output_tokens":516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_04627e887d026a61/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_04627e887d026a61/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..72b77c43b4c8cdd52a2a55f6fefb5ce07f1c8faf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_04627e887d026a61/cli/sql_response_attempt_2.txt @@ -0,0 +1 @@ +{"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."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_04627e887d026a61/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_04627e887d026a61/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/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_04627e887d026a61/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_05cdba58ce3ee784/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_05cdba58ce3ee784/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..a0e1333444b85960392d7799b156a6790ee17d67 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_05cdba58ce3ee784/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": "2026-05-19T15:55:06.943241+00:00", + "ended_at": "2026-05-19T15:55:10.008564+00:00", + "elapsed_ms": 3065.3, + "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_05cdba58ce3ee784/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_05cdba58ce3ee784/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..4ae6c7c38e3913c4a78a149932df63f55d633002 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_05cdba58ce3ee784/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": "2026-05-19T15:55:11.010528+00:00", + "ended_at": "2026-05-19T15:55:15.224811+00:00", + "elapsed_ms": 4214.24, + "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_05cdba58ce3ee784/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_05cdba58ce3ee784/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8231bf6fff05440e02441a460b2e71b0ffb5dc7c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_05cdba58ce3ee784/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": 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 {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_05cdba58ce3ee784/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_05cdba58ce3ee784/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..8231bf6fff05440e02441a460b2e71b0ffb5dc7c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_05cdba58ce3ee784/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 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": 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 {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_05cdba58ce3ee784/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_05cdba58ce3ee784/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..8d0a8876c4df7deb5711ba6c84dac59f575c29c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_05cdba58ce3ee784/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f2-b051-7072-9b43-70607153242d"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"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_05cdba58ce3ee784/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_05cdba58ce3ee784/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9668bd1eb26d0e346e24f9790f39ca5191616515 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_05cdba58ce3ee784/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f2-b051-7072-9b43-70607153242d"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota 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_05cdba58ce3ee784/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_05cdba58ce3ee784/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a634a433306e98035bf8053c7fa780119597826e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_05cdba58ce3ee784/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f2-c051-74e3-96e8-b7e5119ba39e"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"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_05cdba58ce3ee784/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_05cdba58ce3ee784/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..60b15151b514fcd963ed81f6e8f4f4b2623eab33 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_05cdba58ce3ee784/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f2-c051-74e3-96e8-b7e5119ba39e"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota 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_05cdba58ce3ee784/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_05cdba58ce3ee784/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_05cdba58ce3ee784/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_05cdba58ce3ee784/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/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_106feee941021a99/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..39435e65d8757b28209bc6387971cf7cb6a67eb0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_106feee941021a99/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 4630, "bytes_utf8": 4630, "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": 365, "bytes_utf8": 365, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13531, "cached_input_tokens": 12672, "output_tokens": 418, "reasoning_output_tokens": 320}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_106feee941021a99/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_106feee941021a99/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..3a450f92392d413a48761e7157d9bc378bfedd5e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_106feee941021a99/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_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/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_106feee941021a99/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..2472ff22d12d44a29dedbef0b11de5990138b3fe --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_106feee941021a99/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": "2026-05-19T15:41:15.448876+00:00", + "ended_at": "2026-05-19T15:41:27.560955+00:00", + "elapsed_ms": 12112.05, + "prompt_metrics": { + "chars": 4630, + "bytes_utf8": 4630, + "lines": 156, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 723, + "bytes_utf8": 723, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 365, + "bytes_utf8": 365, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13531, + "cached_input_tokens": 12672, + "output_tokens": 418, + "reasoning_output_tokens": 320 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_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_106feee941021a99/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_106feee941021a99/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5241e43620ed383aba83588c311d21fc8a5e39ef --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_106feee941021a99/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=AP.", + "planned_template_id": "tpl_m4_window_partition_avg", + "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 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_106feee941021a99/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_106feee941021a99/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..5ab784def7136b466238e4c533e9e984f2c44091 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_106feee941021a99/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e6-003f-73b3-a492-ad7da24f127b"} +{"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(\\\"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.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13531,"cached_input_tokens":12672,"output_tokens":418,"reasoning_output_tokens":320}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_106feee941021a99/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_106feee941021a99/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ff3e329a3e4989486ac4c3cc7fedbd7071714687 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_106feee941021a99/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"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."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_106feee941021a99/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_106feee941021a99/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_10de432e9f0ab094/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_10de432e9f0ab094/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f6c225acde8c32bbf3ba9a52198587ed118363f3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_10de432e9f0ab094/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": 625, "bytes_utf8": 625, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13635, "cached_input_tokens": 12672, "output_tokens": 846, "reasoning_output_tokens": 656}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_10de432e9f0ab094/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_10de432e9f0ab094/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..1aa13dd81891022f3e7a611ed09208680513575c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_10de432e9f0ab094/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_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/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_10de432e9f0ab094/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..370123a2ba69a681b85d4d1aa3e7119badd5c6c2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_10de432e9f0ab094/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:36:59.265900+00:00", + "ended_at": "2026-05-19T15:37:15.110518+00:00", + "elapsed_ms": 15844.59, + "prompt_metrics": { + "chars": 4941, + "bytes_utf8": 4941, + "lines": 158, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1027, + "bytes_utf8": 1027, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_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 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_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_10de432e9f0ab094/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_10de432e9f0ab094/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c284679a6e343497a94416490f86df53f358f314 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_10de432e9f0ab094/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": "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 + }, + "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_10de432e9f0ab094/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_10de432e9f0ab094/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..0b84cde933a9fd11881bf03865da65eb2404d213 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_10de432e9f0ab094/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e2-1778-70b0-b46f-00646d4f741a"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"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.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13635,"cached_input_tokens":12672,"output_tokens":846,"reasoning_output_tokens":656}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_10de432e9f0ab094/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_10de432e9f0ab094/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8c2b0e07cca54d5e20faa04835d7eb25e1922681 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_10de432e9f0ab094/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"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."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_10de432e9f0ab094/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_10de432e9f0ab094/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_11a6d9b2a0c8e5f1/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_11a6d9b2a0c8e5f1/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..e11a019a1495b599cd1776216496146c78fc34fe --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_11a6d9b2a0c8e5f1/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": "2026-05-19T15:58:46.724548+00:00", + "ended_at": "2026-05-19T15:58:49.996113+00:00", + "elapsed_ms": 3271.54, + "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_11a6d9b2a0c8e5f1/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_11a6d9b2a0c8e5f1/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..d2598bde83d5a07779c02483795ce1979c4fd176 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_11a6d9b2a0c8e5f1/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": "2026-05-19T15:58:50.998205+00:00", + "ended_at": "2026-05-19T15:58:53.927418+00:00", + "elapsed_ms": 2929.17, + "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_11a6d9b2a0c8e5f1/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_11a6d9b2a0c8e5f1/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7a4d045914a8a51359e363a2a550d74e78082164 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_11a6d9b2a0c8e5f1/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": 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 + }, + "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_11a6d9b2a0c8e5f1/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_11a6d9b2a0c8e5f1/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..7a4d045914a8a51359e363a2a550d74e78082164 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_11a6d9b2a0c8e5f1/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": 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 + }, + "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_11a6d9b2a0c8e5f1/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_11a6d9b2a0c8e5f1/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..57b304270660bd6bf0dfa86a793693a12a211fbf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_11a6d9b2a0c8e5f1/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f6-0ad9-7ac0-984b-bf457540caf7"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"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_11a6d9b2a0c8e5f1/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_11a6d9b2a0c8e5f1/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1f891d3f705bf296159c26c4161f04314037a7bf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_11a6d9b2a0c8e5f1/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f6-0ad9-7ac0-984b-bf457540caf7"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota 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_11a6d9b2a0c8e5f1/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_11a6d9b2a0c8e5f1/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e49063beaee9b71035f0fc50f988602348d14c98 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_11a6d9b2a0c8e5f1/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f6-1b82-7580-b11e-977a9b6c04dd"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"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_11a6d9b2a0c8e5f1/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_11a6d9b2a0c8e5f1/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..86a6420538a2f719b23004ecaa3c3148ea031c54 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_11a6d9b2a0c8e5f1/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f6-1b82-7580-b11e-977a9b6c04dd"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota 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_11a6d9b2a0c8e5f1/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_11a6d9b2a0c8e5f1/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_11a6d9b2a0c8e5f1/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_11a6d9b2a0c8e5f1/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_12e0873a18589d12/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_12e0873a18589d12/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b8a5492add6f21e6b5a76a256ab3c55fbf55b987 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_12e0873a18589d12/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5097, "bytes_utf8": 5097, "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": 684, "bytes_utf8": 684, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13656, "cached_input_tokens": 12672, "output_tokens": 557, "reasoning_output_tokens": 360}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_12e0873a18589d12/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_12e0873a18589d12/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..f9cc1af52fae91ff5bec5b4956a7445ed20293a7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_12e0873a18589d12/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_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/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_12e0873a18589d12/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..d82d67cb1c6c91d093c65bd97777a2190cd9c992 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_12e0873a18589d12/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": "2026-05-19T15:47:38.839513+00:00", + "ended_at": "2026-05-19T15:47:52.383704+00:00", + "elapsed_ms": 13544.14, + "prompt_metrics": { + "chars": 5097, + "bytes_utf8": 5097, + "lines": 156, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1084, + "bytes_utf8": 1084, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_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 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_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_12e0873a18589d12/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_12e0873a18589d12/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b3a8532b3c869e80686c056f9ff9627f1106c064 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_12e0873a18589d12/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=RH.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "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 + }, + "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_12e0873a18589d12/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_12e0873a18589d12/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..653d0142d07c244821c530de9f948f3d9e1b7fcd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_12e0873a18589d12/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40eb-da6c-7b83-9d99-531f72ab4f6c"} +{"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(\\\"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.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13656,"cached_input_tokens":12672,"output_tokens":557,"reasoning_output_tokens":360}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_12e0873a18589d12/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_12e0873a18589d12/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b44d82b3950a371ca0cfec6cf78cc95b66cf02db --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_12e0873a18589d12/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(\"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."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_12e0873a18589d12/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_12e0873a18589d12/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_1374fa0b88fff512/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_1374fa0b88fff512/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..f962752cfacd9ed1d9f4eeef3bc6cf1a6cc79b36 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_1374fa0b88fff512/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": "2026-05-19T16:04:36.463063+00:00", + "ended_at": "2026-05-19T16:04:39.661479+00:00", + "elapsed_ms": 3198.38, + "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_1374fa0b88fff512/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_1374fa0b88fff512/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..b82cc2fd81955374e003ebb809f3228a3bcb4e3c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_1374fa0b88fff512/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": "2026-05-19T16:04:40.663533+00:00", + "ended_at": "2026-05-19T16:04:43.778332+00:00", + "elapsed_ms": 3114.75, + "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_1374fa0b88fff512/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_1374fa0b88fff512/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..94b86cc50380098bc21562380254a21e501ca1e2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_1374fa0b88fff512/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": 18, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 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_1374fa0b88fff512/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_1374fa0b88fff512/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..94b86cc50380098bc21562380254a21e501ca1e2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_1374fa0b88fff512/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 rare_extreme_view. Focus on group_col=V.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "V", + "top_k": 18, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 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_1374fa0b88fff512/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_1374fa0b88fff512/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..1c5f63844b2a7e890a5ed711659fbc8d6036d8da --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_1374fa0b88fff512/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fb-6107-7751-8d8f-f15b1b2bf91e"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"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_1374fa0b88fff512/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_1374fa0b88fff512/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2fcd11df5033558d0cfa009c745a9cfa6d08ba3e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_1374fa0b88fff512/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fb-6107-7751-8d8f-f15b1b2bf91e"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota 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_1374fa0b88fff512/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_1374fa0b88fff512/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..df2f780eced867b46ecc3ae7542c9e066ec548bb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_1374fa0b88fff512/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fb-715d-7f92-aa5f-7e8d34805b5d"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"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_1374fa0b88fff512/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_1374fa0b88fff512/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e05b23f8520e5654952b6d0bfc0195c947cc0cbd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_1374fa0b88fff512/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fb-715d-7f92-aa5f-7e8d34805b5d"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota 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_1374fa0b88fff512/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_1374fa0b88fff512/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_1374fa0b88fff512/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_1374fa0b88fff512/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_144b1114b2fde16c/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_144b1114b2fde16c/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..e5e922c5d3826ee49d1936a0f141e503e6526fe6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_144b1114b2fde16c/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": "2026-05-19T16:04:43.780813+00:00", + "ended_at": "2026-05-19T16:04:49.485980+00:00", + "elapsed_ms": 5705.13, + "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_144b1114b2fde16c/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_144b1114b2fde16c/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..c40d8ec5086fc34fe20694e7cbe599c1c4bd6d3c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_144b1114b2fde16c/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": "2026-05-19T16:04:50.488830+00:00", + "ended_at": "2026-05-19T16:04:53.284333+00:00", + "elapsed_ms": 2795.46, + "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_144b1114b2fde16c/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_144b1114b2fde16c/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..180669aaf18bdfe691e5e49e56cee3af79e0d769 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_144b1114b2fde16c/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": 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\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_144b1114b2fde16c/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_144b1114b2fde16c/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..180669aaf18bdfe691e5e49e56cee3af79e0d769 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_144b1114b2fde16c/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": 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\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_144b1114b2fde16c/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_144b1114b2fde16c/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ba42b60f9f0556682e8999b663d15e140d9870d3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_144b1114b2fde16c/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fb-7d80-7123-84d8-8068f9163634"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"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_144b1114b2fde16c/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_144b1114b2fde16c/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..75da67f323558b5b8778039b76c705a62c85c20d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_144b1114b2fde16c/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fb-7d80-7123-84d8-8068f9163634"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota 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_144b1114b2fde16c/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_144b1114b2fde16c/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c35bc6e0c15e66181bcd293f09ebd273e2b45dc0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_144b1114b2fde16c/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fb-97eb-71f2-8347-81e0956ab608"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"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_144b1114b2fde16c/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_144b1114b2fde16c/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..07e1f0ebb64425cd8e4ecb77470d0009052b37a7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_144b1114b2fde16c/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fb-97eb-71f2-8347-81e0956ab608"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota 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_144b1114b2fde16c/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_144b1114b2fde16c/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_144b1114b2fde16c/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_144b1114b2fde16c/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_14b8d12d2f3a3fa3/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_14b8d12d2f3a3fa3/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0f456583cbf59aca3d37b03d15f07524d79c2fdd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_14b8d12d2f3a3fa3/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5099, "bytes_utf8": 5099, "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": 745, "bytes_utf8": 745, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13656, "cached_input_tokens": 12672, "output_tokens": 532, "reasoning_output_tokens": 326}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_14b8d12d2f3a3fa3/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_14b8d12d2f3a3fa3/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..af4b2e35b00306706c0e890bda7285011411c275 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_14b8d12d2f3a3fa3/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_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/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_14b8d12d2f3a3fa3/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..5485afc181bf757b5b31855f3f9bbb8546738918 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_14b8d12d2f3a3fa3/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": "2026-05-19T15:48:16.119611+00:00", + "ended_at": "2026-05-19T15:48:34.696501+00:00", + "elapsed_ms": 18576.86, + "prompt_metrics": { + "chars": 5099, + "bytes_utf8": 5099, + "lines": 156, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1804, + "bytes_utf8": 1804, + "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": 745, + "bytes_utf8": 745, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13656, + "cached_input_tokens": 12672, + "output_tokens": 532, + "reasoning_output_tokens": 326 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_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_14b8d12d2f3a3fa3/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_14b8d12d2f3a3fa3/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e291e2fdfa649ef4e62aeea00444c0d7f3917b32 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_14b8d12d2f3a3fa3/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=AT.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "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 + }, + "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_14b8d12d2f3a3fa3/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_14b8d12d2f3a3fa3/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..101f37fd4462e63ee7aa2592700a01c94385da71 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_14b8d12d2f3a3fa3/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,6 @@ +{"type":"thread.started","thread_id":"019e40ec-6b9b-70f0-84e3-075e2abac304"} +{"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 14291. Please try again in 428ms. 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 14291. Please try again in 428ms. 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\\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.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13656,"cached_input_tokens":12672,"output_tokens":532,"reasoning_output_tokens":326}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_14b8d12d2f3a3fa3/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_14b8d12d2f3a3fa3/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a78dcc911a684e9181ec1fca7af7668326b2eb68 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_14b8d12d2f3a3fa3/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"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."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_14b8d12d2f3a3fa3/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_14b8d12d2f3a3fa3/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_164482180ebc56af/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_164482180ebc56af/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9aab2f3ef5d893d8927061f3a88c9f7ac6d25342 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_164482180ebc56af/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": 351, "bytes_utf8": 351, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13519, "cached_input_tokens": 12032, "output_tokens": 305, "reasoning_output_tokens": 204}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_164482180ebc56af/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_164482180ebc56af/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..db8774b70e07627f003ebf0ed02ae258575ce5d6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_164482180ebc56af/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_164482180ebc56af", + "api_calls": 0, + "input_tokens": 13519, + "cached_input_tokens": 12032, + "output_tokens": 305, + "total_tokens": 13824, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10211.23, + "sql_execution_elapsed_ms_total": 5.99, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_164482180ebc56af/cli/conversation.jsonl", + "note": "Executed through a 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_164482180ebc56af/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_164482180ebc56af/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..d3c67d82fe4902bb2b3c8cd8a28cb6366387131c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_164482180ebc56af/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": "2026-05-19T15:29:29.396461+00:00", + "ended_at": "2026-05-19T15:29:39.607719+00:00", + "elapsed_ms": 10211.23, + "prompt_metrics": { + "chars": 4546, + "bytes_utf8": 4546, + "lines": 156, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 717, + "bytes_utf8": 717, + "lines": 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": 13519, + "cached_input_tokens": 12032, + "output_tokens": 305, + "reasoning_output_tokens": 204 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_164482180ebc56af/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_164482180ebc56af/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..bcdb2cc98852aeeea36a3ba2c39d43fbb58e2dd5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_164482180ebc56af/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": 18, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 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_164482180ebc56af/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_164482180ebc56af/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..973b096735d2a2424a8f727f1a79dc50a81be90d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_164482180ebc56af/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40db-3a43-7781-a5fd-af81bcfd524a"} +{"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(\\\"RH\\\" AS REAL)) AS \\\"total_measure\\\"\\nFROM \\\"n20\\\"\\nGROUP BY \\\"V\\\"\\nORDER BY \\\"total_measure\\\" DESC;\",\"notes\":\"Used the required template with group_col=\\\"V\\\" and measure_col=\\\"RH\\\". CAST(\\\"RH\\\" AS REAL) is applied because the schema stores numeric-looking fields as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13519,"cached_input_tokens":12032,"output_tokens":305,"reasoning_output_tokens":204}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_164482180ebc56af/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_164482180ebc56af/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..727e222e7a59ebac4fce67660f2eb4891f6b54a6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_164482180ebc56af/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"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 required template with group_col=\"V\" and measure_col=\"RH\". CAST(\"RH\" AS REAL) is applied because the schema stores numeric-looking fields 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_164482180ebc56af/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_164482180ebc56af/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_19627e114c3c75b8/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_19627e114c3c75b8/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e6be32f00b48d40e53ab86583ca9c48eee08bef3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_19627e114c3c75b8/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5100, "bytes_utf8": 5100, "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": 663, "bytes_utf8": 663, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13655, "cached_input_tokens": 12032, "output_tokens": 694, "reasoning_output_tokens": 510}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_19627e114c3c75b8/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_19627e114c3c75b8/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..2b5e75248431ba20b5fcc5508f83846ace5d936b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_19627e114c3c75b8/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_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/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_19627e114c3c75b8/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..0f8d763eef4f933c82e91f7893ac59f991c2a68c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_19627e114c3c75b8/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": "2026-05-19T15:49:36.435568+00:00", + "ended_at": "2026-05-19T15:49:51.045130+00:00", + "elapsed_ms": 14609.54, + "prompt_metrics": { + "chars": 5100, + "bytes_utf8": 5100, + "lines": 156, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1062, + "bytes_utf8": 1062, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 663, + "bytes_utf8": 663, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13655, + "cached_input_tokens": 12032, + "output_tokens": 694, + "reasoning_output_tokens": 510 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_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_19627e114c3c75b8/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_19627e114c3c75b8/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0fec80882f7758b1586ad624b325bb7aefbc25c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_19627e114c3c75b8/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=RH.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "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": "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_19627e114c3c75b8/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_19627e114c3c75b8/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..0ec083f962f8a17b3301c0c3532ccd297fef7451 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_19627e114c3c75b8/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ed-a52c-7052-9bfd-2027c38beadc"} +{"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(\\\"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.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13655,"cached_input_tokens":12032,"output_tokens":694,"reasoning_output_tokens":510}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_19627e114c3c75b8/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_19627e114c3c75b8/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..bfeb9fa47a44a11437498438e95ef0cbd36252eb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_19627e114c3c75b8/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(\"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."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_19627e114c3c75b8/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_19627e114c3c75b8/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_1abb53acc4da1e5c/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_1abb53acc4da1e5c/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..db82649117e36509258476b9ba3eb881d887ce7b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_1abb53acc4da1e5c/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": 343, "bytes_utf8": 343, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13518, "cached_input_tokens": 12672, "output_tokens": 307, "reasoning_output_tokens": 212}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_1abb53acc4da1e5c/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_1abb53acc4da1e5c/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..fb8ec3c7537d6eb1729279898687379eca9223c6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_1abb53acc4da1e5c/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_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/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_1abb53acc4da1e5c/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..196ece6d5fa0af76d348dd15539b99c3b8c62f30 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_1abb53acc4da1e5c/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": "2026-05-19T15:30:24.770059+00:00", + "ended_at": "2026-05-19T15:30:33.280928+00:00", + "elapsed_ms": 8510.84, + "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": 343, + "bytes_utf8": 343, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13518, + "cached_input_tokens": 12672, + "output_tokens": 307, + "reasoning_output_tokens": 212 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_1abb53acc4da1e5c/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_1abb53acc4da1e5c/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3063a0d2fdc5edfa0ef1f73801082f0c60b854ad --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_1abb53acc4da1e5c/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": 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}, 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_1abb53acc4da1e5c/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_1abb53acc4da1e5c/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c439d4a5d11d1b81be18852f585732a90afba58a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_1abb53acc4da1e5c/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40dc-1290-7892-b4a0-6ee55a349c5e"} +{"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 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.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13518,"cached_input_tokens":12672,"output_tokens":307,"reasoning_output_tokens":212}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_1abb53acc4da1e5c/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_1abb53acc4da1e5c/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b2bdcb8798ecfa33981935ce249b3d6835b3c1a5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_1abb53acc4da1e5c/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 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."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_1abb53acc4da1e5c/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_1abb53acc4da1e5c/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_1adfffb48b2ae304/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_1adfffb48b2ae304/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6e42572630670408d13c4f729d84eb929379a6ef --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_1adfffb48b2ae304/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 4729, "bytes_utf8": 4729, "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": 468, "bytes_utf8": 468, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13574, "cached_input_tokens": 12032, "output_tokens": 476, "reasoning_output_tokens": 339}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_1adfffb48b2ae304/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_1adfffb48b2ae304/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..a5b11c162618e829301b572a5927eab69b255190 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_1adfffb48b2ae304/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_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/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_1adfffb48b2ae304/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..45ac69c682d8fb1b31e159576a46c3daf7ae90f4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_1adfffb48b2ae304/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": "2026-05-19T15:44:39.670657+00:00", + "ended_at": "2026-05-19T15:44:49.759159+00:00", + "elapsed_ms": 10088.47, + "prompt_metrics": { + "chars": 4729, + "bytes_utf8": 4729, + "lines": 154, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 835, + "bytes_utf8": 835, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 468, + "bytes_utf8": 468, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13574, + "cached_input_tokens": 12032, + "output_tokens": 476, + "reasoning_output_tokens": 339 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_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_1adfffb48b2ae304/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_1adfffb48b2ae304/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d7a31c70eeb04e4cf527dea71695d12a953b0056 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_1adfffb48b2ae304/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=AP.", + "planned_template_id": "tpl_m4_quantile_tail_slice", + "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 + }, + "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_1adfffb48b2ae304/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_1adfffb48b2ae304/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..7efef40cfafe877ed11d2349a3d19436346a3bab --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_1adfffb48b2ae304/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e9-1df3-7ec1-b2d4-3f63f7273d97"} +{"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(\\\"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.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13574,"cached_input_tokens":12032,"output_tokens":476,"reasoning_output_tokens":339}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_1adfffb48b2ae304/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_1adfffb48b2ae304/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..fc37b6d4400e454383bc1d038f08d453b6eeff5b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_1adfffb48b2ae304/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"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."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_1adfffb48b2ae304/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_1adfffb48b2ae304/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_1de8ef00f6589c74/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_1de8ef00f6589c74/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2db4426277caa5f64f8b95efe925bdf906cbfd3d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_1de8ef00f6589c74/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": 399, "bytes_utf8": 399, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13519, "cached_input_tokens": 12032, "output_tokens": 401, "reasoning_output_tokens": 289}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_1de8ef00f6589c74/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_1de8ef00f6589c74/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..8fbff3d53f529f53a7738ed595843adc613f4f3d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_1de8ef00f6589c74/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_1de8ef00f6589c74", + "api_calls": 0, + "input_tokens": 13519, + "cached_input_tokens": 12032, + "output_tokens": 401, + "total_tokens": 13920, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15261.31, + "sql_execution_elapsed_ms_total": 14.16, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_1de8ef00f6589c74/cli/conversation.jsonl", + "note": "Executed through a 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_1de8ef00f6589c74/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_1de8ef00f6589c74/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..1be8cb1a5a944694030ac918f3b755806b886378 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_1de8ef00f6589c74/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": "2026-05-19T15:30:33.290251+00:00", + "ended_at": "2026-05-19T15:30:48.551591+00:00", + "elapsed_ms": 15261.31, + "prompt_metrics": { + "chars": 4544, + "bytes_utf8": 4544, + "lines": 156, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1098, + "bytes_utf8": 1098, + "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": 399, + "bytes_utf8": 399, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13519, + "cached_input_tokens": 12032, + "output_tokens": 401, + "reasoning_output_tokens": 289 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_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_1de8ef00f6589c74/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_1de8ef00f6589c74/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d220485a50396524c654c455ea4acaaafd276b53 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_1de8ef00f6589c74/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": 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 {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_1de8ef00f6589c74/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_1de8ef00f6589c74/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..0782b54d568cbe18d0f4c936b2ddd3aa45c36cdb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_1de8ef00f6589c74/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,5 @@ +{"type":"thread.started","thread_id":"019e40dc-33da-7783-a0bd-745592b8d2a3"} +{"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 columns to REAL because the SQLite schema stores numeric-looking values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13519,"cached_input_tokens":12032,"output_tokens":401,"reasoning_output_tokens":289}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_1de8ef00f6589c74/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_1de8ef00f6589c74/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8a5e92c2a8201b8a534125f315c7de75825353fd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_1de8ef00f6589c74/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 columns to REAL 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_1de8ef00f6589c74/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_1de8ef00f6589c74/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/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_1f0ddcd904de9e7d/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..215366849a7ace880bbdf6f84bd5402f52afe3ac --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_1f0ddcd904de9e7d/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 4463, "bytes_utf8": 4463, "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": 255, "bytes_utf8": 255, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13493, "cached_input_tokens": 12032, "output_tokens": 218, "reasoning_output_tokens": 144}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_1f0ddcd904de9e7d/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_1f0ddcd904de9e7d/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..35a5addd12ba593fbcb042c76f8955066df9cbce --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_1f0ddcd904de9e7d/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_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/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_1f0ddcd904de9e7d/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..806d54277eb20108df30f98585253e8f534cb157 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_1f0ddcd904de9e7d/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:32:22.659231+00:00", + "ended_at": "2026-05-19T15:32:32.999521+00:00", + "elapsed_ms": 10340.27, + "prompt_metrics": { + "chars": 4463, + "bytes_utf8": 4463, + "lines": 154, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 605, + "bytes_utf8": 605, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_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 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_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_1f0ddcd904de9e7d/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_1f0ddcd904de9e7d/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e401663034ac229e6009e6c410cd256afbeff7d9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_1f0ddcd904de9e7d/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_clickbench_group_count", + "template_name": "Grouped Count by Category", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n20", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=V.", + "planned_template_id": "tpl_clickbench_group_count", + "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 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_1f0ddcd904de9e7d/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_1f0ddcd904de9e7d/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..cc3ccee8cc33c9f5c5ea47118599ccd1a05bd237 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_1f0ddcd904de9e7d/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40dd-df0f-7223-9550-b58944e76f5f"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"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\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13493,"cached_input_tokens":12032,"output_tokens":218,"reasoning_output_tokens":144}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_1f0ddcd904de9e7d/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_1f0ddcd904de9e7d/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..28cc150b121bb10a7889921a211b00e8f3b5c1da --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_1f0ddcd904de9e7d/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"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\"."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_1f0ddcd904de9e7d/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_1f0ddcd904de9e7d/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_1f686548cdb579e0/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_1f686548cdb579e0/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..bc8a1000c293ffd8a1d8d182b05b2a35642f8aeb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_1f686548cdb579e0/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:06:55.432978+00:00", + "ended_at": "2026-05-19T16:06:58.506189+00:00", + "elapsed_ms": 3073.17, + "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_1f686548cdb579e0/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_1f686548cdb579e0/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..87ecd8ba4b2d58c13da5823c85b67a3eeca04e14 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_1f686548cdb579e0/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:06:59.507664+00:00", + "ended_at": "2026-05-19T16:07:02.708837+00:00", + "elapsed_ms": 3201.14, + "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_1f686548cdb579e0/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_1f686548cdb579e0/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..bb83993225ae3941c013848e06500d6b071f7729 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_1f686548cdb579e0/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=V.", + "planned_template_id": "tpl_tpch_thresholded_group_ranking", + "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": "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_1f686548cdb579e0/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_1f686548cdb579e0/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..bb83993225ae3941c013848e06500d6b071f7729 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_1f686548cdb579e0/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=V.", + "planned_template_id": "tpl_tpch_thresholded_group_ranking", + "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": "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_1f686548cdb579e0/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_1f686548cdb579e0/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..1cb9dac15247c8b6c469e4bd547d84180d3541ad --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_1f686548cdb579e0/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fd-7fba-7102-9ace-45dd3c93b20e"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"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_1f686548cdb579e0/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_1f686548cdb579e0/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ac7d312116cb0b09957c73eb5162726bf6800443 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_1f686548cdb579e0/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fd-7fba-7102-9ace-45dd3c93b20e"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota 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_1f686548cdb579e0/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_1f686548cdb579e0/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ad46dffafdb7d12a33e94840acbfdaee30f2d6da --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_1f686548cdb579e0/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fd-8fcf-78d1-a93b-b078efd09a9c"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"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_1f686548cdb579e0/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_1f686548cdb579e0/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..77c9005e0eb636308787e6c3e6e7a69f3a065ac1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_1f686548cdb579e0/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fd-8fcf-78d1-a93b-b078efd09a9c"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota 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_1f686548cdb579e0/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_1f686548cdb579e0/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_1f686548cdb579e0/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_1f686548cdb579e0/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_21c8b70953d338c5/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_21c8b70953d338c5/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..cc2bcb7186df86da322b36fb595d1ccd7c540b8a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_21c8b70953d338c5/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": "2026-05-19T16:05:43.145530+00:00", + "ended_at": "2026-05-19T16:05:46.089016+00:00", + "elapsed_ms": 2943.43, + "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_21c8b70953d338c5/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_21c8b70953d338c5/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..47269d9943edb5755ae9c74fa991f95b5f79f26f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_21c8b70953d338c5/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": "2026-05-19T16:05:47.090928+00:00", + "ended_at": "2026-05-19T16:05:50.737669+00:00", + "elapsed_ms": 3646.7, + "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_21c8b70953d338c5/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_21c8b70953d338c5/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1d9c70ee263808f5465b5658aa049d63da6f0f6f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_21c8b70953d338c5/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=AT.", + "planned_template_id": "tpl_tpch_thresholded_group_ranking", + "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 + }, + "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_21c8b70953d338c5/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_21c8b70953d338c5/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..1d9c70ee263808f5465b5658aa049d63da6f0f6f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_21c8b70953d338c5/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=AT.", + "planned_template_id": "tpl_tpch_thresholded_group_ranking", + "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 + }, + "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_21c8b70953d338c5/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_21c8b70953d338c5/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..2f4427fe82ea668ca500a2330303abe86e1881a7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_21c8b70953d338c5/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fc-6566-7981-abf6-ff36aa5567a1"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"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_21c8b70953d338c5/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_21c8b70953d338c5/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0ecff8d20701e9cd153809092e982270f3ad6b51 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_21c8b70953d338c5/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fc-6566-7981-abf6-ff36aa5567a1"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota 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_21c8b70953d338c5/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_21c8b70953d338c5/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..8ecfa0848d21aad57a0ce9f230df15052cf31549 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_21c8b70953d338c5/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fc-74d1-74a1-adfd-d621e51a7696"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"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_21c8b70953d338c5/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_21c8b70953d338c5/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..20b024a0deaded2b67b4d2ca62d5cd8e7718f77b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_21c8b70953d338c5/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fc-74d1-74a1-adfd-d621e51a7696"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota 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_21c8b70953d338c5/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_21c8b70953d338c5/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_21c8b70953d338c5/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_21c8b70953d338c5/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_22e48b4fc6a45858/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_22e48b4fc6a45858/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..440e6931e97db3ccb9f8d4500b35bfbb549bf1da --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_22e48b4fc6a45858/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": "2026-05-19T16:04:09.766501+00:00", + "ended_at": "2026-05-19T16:04:12.926986+00:00", + "elapsed_ms": 3160.46, + "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_22e48b4fc6a45858/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_22e48b4fc6a45858/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..7e9137a4d1e33797d4554c9d91db79f9db8b313b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_22e48b4fc6a45858/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": "2026-05-19T16:04:13.929011+00:00", + "ended_at": "2026-05-19T16:04:17.205884+00:00", + "elapsed_ms": 3276.82, + "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_22e48b4fc6a45858/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_22e48b4fc6a45858/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1532d8d9181bc64d8db7f43319c49f16f0bb2dc8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_22e48b4fc6a45858/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": 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\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_22e48b4fc6a45858/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_22e48b4fc6a45858/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..1532d8d9181bc64d8db7f43319c49f16f0bb2dc8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_22e48b4fc6a45858/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": 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\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_22e48b4fc6a45858/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_22e48b4fc6a45858/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..4f7819a76fbd8e23347060d73b535b0d9d541531 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_22e48b4fc6a45858/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fa-f8ad-7ee0-9cdb-e78e91b1b053"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"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_22e48b4fc6a45858/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_22e48b4fc6a45858/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..315ca91d6af240563f9fecdbc1f04bc1b145b299 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_22e48b4fc6a45858/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fa-f8ad-7ee0-9cdb-e78e91b1b053"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota 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_22e48b4fc6a45858/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_22e48b4fc6a45858/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..bf0d2dc78f205323207ab8cc60f01b2893d6d528 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_22e48b4fc6a45858/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fb-0900-7cc2-96a7-4110b7d1bb8f"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"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_22e48b4fc6a45858/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_22e48b4fc6a45858/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..b53f50fcce2f99abc854ec84214f4922cd391286 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_22e48b4fc6a45858/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fb-0900-7cc2-96a7-4110b7d1bb8f"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota 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_22e48b4fc6a45858/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_22e48b4fc6a45858/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_22e48b4fc6a45858/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_22e48b4fc6a45858/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_23ef52361e785093/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_23ef52361e785093/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..efd7bce6fbe3a07a4566caab720349d81638e674 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_23ef52361e785093/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": "2026-05-19T16:06:47.971290+00:00", + "ended_at": "2026-05-19T16:06:51.330216+00:00", + "elapsed_ms": 3358.9, + "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_23ef52361e785093/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_23ef52361e785093/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..8fec55ecef61e372070ab29cfa0f7110652fcdf9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_23ef52361e785093/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": "2026-05-19T16:06:52.332184+00:00", + "ended_at": "2026-05-19T16:06:55.430564+00:00", + "elapsed_ms": 3098.34, + "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_23ef52361e785093/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_23ef52361e785093/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..013269a6f1fd40216eddc5a03e5420f02526bc30 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_23ef52361e785093/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 filtered_stable_view. Focus on group_col=V, measure_col=V.", + "planned_template_id": "tpl_tpch_thresholded_group_ranking", + "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 + }, + "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_23ef52361e785093/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_23ef52361e785093/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..013269a6f1fd40216eddc5a03e5420f02526bc30 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_23ef52361e785093/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 filtered_stable_view. Focus on group_col=V, measure_col=V.", + "planned_template_id": "tpl_tpch_thresholded_group_ranking", + "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 + }, + "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_23ef52361e785093/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_23ef52361e785093/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ac10a7cd535be22e1fa87c326b211c605dd3b1e0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_23ef52361e785093/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fd-62b4-7cb1-8fd1-821c540069e8"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"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_23ef52361e785093/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_23ef52361e785093/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8fa5a74bce8cfac2bdf22d9896d85874fff3d171 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_23ef52361e785093/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fd-62b4-7cb1-8fd1-821c540069e8"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota 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_23ef52361e785093/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_23ef52361e785093/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ddf76f84c554d4b3d1aef6d3f38d2f79567a923d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_23ef52361e785093/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fd-739a-7572-905d-5171b5bba6c4"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"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_23ef52361e785093/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_23ef52361e785093/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..3d5b36c8495ba1b7698f0bb9fe5a6875ab195764 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_23ef52361e785093/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fd-739a-7572-905d-5171b5bba6c4"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota 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_23ef52361e785093/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_23ef52361e785093/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_23ef52361e785093/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_23ef52361e785093/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_24d791905a7be20d/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_24d791905a7be20d/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d4576c7ac817ff65a8632f61fc098596c081d0d0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_24d791905a7be20d/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": 438, "bytes_utf8": 438, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13586, "cached_input_tokens": 12032, "output_tokens": 1404, "reasoning_output_tokens": 1275}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_24d791905a7be20d/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_24d791905a7be20d/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..35cd39d7edaf9be0f2e4958661fe9d6fa6d11d45 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_24d791905a7be20d/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_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/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_24d791905a7be20d/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..36f732d1fc7da7a6289f46d82bd5d98df374896f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_24d791905a7be20d/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": "2026-05-19T15:58:53.929855+00:00", + "ended_at": "2026-05-19T15:59:23.532807+00:00", + "elapsed_ms": 29602.92, + "prompt_metrics": { + "chars": 4805, + "bytes_utf8": 4805, + "lines": 159, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 807, + "bytes_utf8": 807, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 438, + "bytes_utf8": 438, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13586, + "cached_input_tokens": 12032, + "output_tokens": 1404, + "reasoning_output_tokens": 1275 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_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_24d791905a7be20d/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_24d791905a7be20d/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..eeb96ea836f606a5f0b166e559f9d2235ef8a5a1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_24d791905a7be20d/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": 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},\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_24d791905a7be20d/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_24d791905a7be20d/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..3e99a384a471422716581be34203f32f387a7b27 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_24d791905a7be20d/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f6-2708-7141-b3f8-2cbcd04f70e3"} +{"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 1.0 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.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13586,"cached_input_tokens":12032,"output_tokens":1404,"reasoning_output_tokens":1275}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_24d791905a7be20d/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_24d791905a7be20d/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..fb41fb4fc17b4489ab31f718bc5d43b570652b7f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_24d791905a7be20d/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 1.0 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."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_24d791905a7be20d/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_24d791905a7be20d/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_25eea11434126323/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_25eea11434126323/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e47f2b549b3fa69819231da9c4f497ff764c287b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_25eea11434126323/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": 344, "bytes_utf8": 344, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13518, "cached_input_tokens": 12032, "output_tokens": 360, "reasoning_output_tokens": 264}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_25eea11434126323/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_25eea11434126323/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..254deb81b4dd907b79a12e49ff4adaa017d7b2d5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_25eea11434126323/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_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/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_25eea11434126323/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..bfdb2768ef35cd4ee3bab8e5dbde1c0343634c05 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_25eea11434126323/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": "2026-05-19T15:29:53.218207+00:00", + "ended_at": "2026-05-19T15:30:15.629696+00:00", + "elapsed_ms": 22411.46, + "prompt_metrics": { + "chars": 4543, + "bytes_utf8": 4543, + "lines": 156, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1700, + "bytes_utf8": 1700, + "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": 344, + "bytes_utf8": 344, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13518, + "cached_input_tokens": 12032, + "output_tokens": 360, + "reasoning_output_tokens": 264 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_25eea11434126323/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_25eea11434126323/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..30d21815aab52d93dd32f8691cb59e521a0f35dc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_25eea11434126323/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": 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 + }, + "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_25eea11434126323/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_25eea11434126323/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..5ac56319dfda23acb1d55a7ec5ac38affc3f917f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_25eea11434126323/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,7 @@ +{"type":"thread.started","thread_id":"019e40db-9744-7ef1-9591-636749b9af9c"} +{"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 14153. 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 2000000, Requested 14153. Please try again in 424ms. 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 1987502, Requested 14153. Please try again in 49ms. 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 \\\"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.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13518,"cached_input_tokens":12032,"output_tokens":360,"reasoning_output_tokens":264}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_25eea11434126323/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_25eea11434126323/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2d5e3e1d4b3fc6f840c8be97eb987ca1aea1bed7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_25eea11434126323/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":"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."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_25eea11434126323/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_25eea11434126323/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_2b30bdc9d52341c1/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_2b30bdc9d52341c1/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5b9581fbfd7c01432ff0fb9e3e251bc4092a8d2d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_2b30bdc9d52341c1/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 4627, "bytes_utf8": 4627, "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": 368, "bytes_utf8": 368, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13529, "cached_input_tokens": 12672, "output_tokens": 288, "reasoning_output_tokens": 190}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_2b30bdc9d52341c1/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_2b30bdc9d52341c1/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..47fcd0744b3eb43778a89a6fc4a0b9be66f694a7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_2b30bdc9d52341c1/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_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/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_2b30bdc9d52341c1/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..ce53ca3c53e5cb6344a00ca92532a447944da129 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_2b30bdc9d52341c1/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": "2026-05-19T15:42:21.175565+00:00", + "ended_at": "2026-05-19T15:42:29.770390+00:00", + "elapsed_ms": 8594.79, + "prompt_metrics": { + "chars": 4627, + "bytes_utf8": 4627, + "lines": 156, + "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": 368, + "bytes_utf8": 368, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13529, + "cached_input_tokens": 12672, + "output_tokens": 288, + "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_2b30bdc9d52341c1/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_2b30bdc9d52341c1/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..36522ed27cf4003928d5cffb7446024825f6035a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_2b30bdc9d52341c1/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 ranked_signal_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": 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 + }, + "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_2b30bdc9d52341c1/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_2b30bdc9d52341c1/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..32af224443e5c3b07f8d0ae335b8200b2ac1dd8c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_2b30bdc9d52341c1/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e7-0101-7762-8a61-4bac11061efd"} +{"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(\\\"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.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13529,"cached_input_tokens":12672,"output_tokens":288,"reasoning_output_tokens":190}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_2b30bdc9d52341c1/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_2b30bdc9d52341c1/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..400e3ce9b2c7ba3ec19e2f893daf182255fa7fd5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_2b30bdc9d52341c1/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"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."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_2b30bdc9d52341c1/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_2b30bdc9d52341c1/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_30013ef64430ead8/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_30013ef64430ead8/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..f4e435dfde59463cc069d298f318ec72867cc9b8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_30013ef64430ead8/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:54:59.611216+00:00", + "ended_at": "2026-05-19T15:55:02.844833+00:00", + "elapsed_ms": 3233.59, + "returncode": 1, + "prompt_metrics": { + "chars": 4725, + "bytes_utf8": 4725, + "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_30013ef64430ead8/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_30013ef64430ead8/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..cc9304d27f63ea5232e046117b9f6492184e8fec --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_30013ef64430ead8/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": "2026-05-19T15:55:03.847316+00:00", + "ended_at": "2026-05-19T15:55:06.940724+00:00", + "elapsed_ms": 3093.36, + "returncode": 1, + "prompt_metrics": { + "chars": 4725, + "bytes_utf8": 4725, + "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_30013ef64430ead8/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_30013ef64430ead8/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5e85737c68205167604c2403a320797dff004939 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_30013ef64430ead8/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=RH.", + "planned_template_id": "tpl_grouped_percentile_point", + "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},\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_30013ef64430ead8/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_30013ef64430ead8/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..5e85737c68205167604c2403a320797dff004939 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_30013ef64430ead8/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 focused_target_view. Focus on group_col=V, measure_col=RH.", + "planned_template_id": "tpl_grouped_percentile_point", + "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},\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_30013ef64430ead8/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_30013ef64430ead8/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..9631a613eaa6d70ffe93ed430c54d0e4b8999ce4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_30013ef64430ead8/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f2-93c4-7292-8314-fd428a6769f9"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"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_30013ef64430ead8/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_30013ef64430ead8/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..357f9d681c8c214b6f7cf02491f2293a8fb65814 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_30013ef64430ead8/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f2-93c4-7292-8314-fd428a6769f9"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota 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_30013ef64430ead8/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_30013ef64430ead8/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..538831d5ea4be572e130b7544b1c78daba823f4c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_30013ef64430ead8/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f2-a431-7370-a266-2214d92ac8f1"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"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_30013ef64430ead8/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_30013ef64430ead8/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..531fb04650df0089617209d5bbd046585cd194f4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_30013ef64430ead8/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f2-a431-7370-a266-2214d92ac8f1"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota 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_30013ef64430ead8/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_30013ef64430ead8/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_30013ef64430ead8/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_30013ef64430ead8/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_305b715440590e9a/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_305b715440590e9a/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1a59e323dc92a4aa1adce7b0b4b4da08acd026a5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_305b715440590e9a/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": 622, "bytes_utf8": 622, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13654, "cached_input_tokens": 12672, "output_tokens": 554, "reasoning_output_tokens": 382}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_305b715440590e9a/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_305b715440590e9a/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..0054a2a13367b72f105e21b019cca850499b7abf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_305b715440590e9a/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_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/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_305b715440590e9a/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..eb767e5d1df352951e26438c5131accd71e3d099 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_305b715440590e9a/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": "2026-05-19T15:45:55.290005+00:00", + "ended_at": "2026-05-19T15:46:07.071329+00:00", + "elapsed_ms": 11781.3, + "prompt_metrics": { + "chars": 5096, + "bytes_utf8": 5096, + "lines": 156, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 998, + "bytes_utf8": 998, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_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 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_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_305b715440590e9a/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_305b715440590e9a/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5e8603d275b1ef6745b9bcb0f96ac42eea190644 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_305b715440590e9a/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": 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": "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_305b715440590e9a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_305b715440590e9a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..29399ad26783e6fcc27897b8c009150cbe4b1d19 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_305b715440590e9a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ea-4570-7c13-85d4-56767f439cbf"} +{"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\\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.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13654,"cached_input_tokens":12672,"output_tokens":554,"reasoning_output_tokens":382}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_305b715440590e9a/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_305b715440590e9a/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..63b46595f275e831690f327ff57c5d5641c770c9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_305b715440590e9a/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"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."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_305b715440590e9a/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_305b715440590e9a/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_314ee9f465230c1a/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_314ee9f465230c1a/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2a25905a8483c5450552aec4f0cb47900c36db49 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_314ee9f465230c1a/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": 507, "bytes_utf8": 507, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13637, "cached_input_tokens": 12672, "output_tokens": 671, "reasoning_output_tokens": 516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_314ee9f465230c1a/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_314ee9f465230c1a/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..24ca5507db9a4a42aa1669f10f4e047b91767c11 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_314ee9f465230c1a/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_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/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_314ee9f465230c1a/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..d75ac314f4a8eb28035ae926ff80fbffee87dd2f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_314ee9f465230c1a/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:37:15.148495+00:00", + "ended_at": "2026-05-19T15:37:29.548708+00:00", + "elapsed_ms": 14400.18, + "prompt_metrics": { + "chars": 4950, + "bytes_utf8": 4950, + "lines": 158, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 903, + "bytes_utf8": 903, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 507, + "bytes_utf8": 507, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13637, + "cached_input_tokens": 12672, + "output_tokens": 671, + "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_314ee9f465230c1a/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_314ee9f465230c1a/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..66f793491f27af3fbdeacf587a9681a8a253cbb5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_314ee9f465230c1a/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": "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 + }, + "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_314ee9f465230c1a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_314ee9f465230c1a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a2fa0ec264e64fd661ff7d4b6dc93ebca7403e30 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_314ee9f465230c1a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e2-5586-75d2-a9d1-5fabef6165ed"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"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.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13637,"cached_input_tokens":12672,"output_tokens":671,"reasoning_output_tokens":516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_314ee9f465230c1a/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_314ee9f465230c1a/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2cf75397824c4d7a9a7f9bb101f0bd55a1797715 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_314ee9f465230c1a/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"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."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_314ee9f465230c1a/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_314ee9f465230c1a/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_34453aea2eb6e0e8/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_34453aea2eb6e0e8/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d516de765e4c7d2e0a8fe11c3a81cf55eeb8e161 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_34453aea2eb6e0e8/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": 364, "bytes_utf8": 364, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13586, "cached_input_tokens": 12032, "output_tokens": 311, "reasoning_output_tokens": 204}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_34453aea2eb6e0e8/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_34453aea2eb6e0e8/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..d096933cc57bb6de21a30221cae169abeb134caa --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_34453aea2eb6e0e8/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_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/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_34453aea2eb6e0e8/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..43b95b5b948b973bcb8a810370f764c6f531bb78 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_34453aea2eb6e0e8/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:01:47.397085+00:00", + "ended_at": "2026-05-19T16:01:57.255692+00:00", + "elapsed_ms": 9858.58, + "prompt_metrics": { + "chars": 4805, + "bytes_utf8": 4805, + "lines": 159, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 727, + "bytes_utf8": 727, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_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 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_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_34453aea2eb6e0e8/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_34453aea2eb6e0e8/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4755559143a7981b520031ad5bbedf7476e39b3f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_34453aea2eb6e0e8/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 focused_target_view. 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": 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 {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_34453aea2eb6e0e8/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_34453aea2eb6e0e8/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d8fa9eabec4fa7b1acbf56c3ff77a7cf89d54a2a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_34453aea2eb6e0e8/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f8-cc9e-78b2-826d-dc4a6ce8a187"} +{"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\":\"Uses the required Grouped Condition Rate template with group_col=\\\"V\\\" and condition_col=\\\"PE\\\", matching the bound condition_value 434.01.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13586,"cached_input_tokens":12032,"output_tokens":311,"reasoning_output_tokens":204}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_34453aea2eb6e0e8/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_34453aea2eb6e0e8/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..913c9a3bdb212e562f24be1099bed7516eb77bf5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_34453aea2eb6e0e8/cli/sql_response_attempt_1.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":"Uses the required Grouped Condition Rate template with group_col=\"V\" and condition_col=\"PE\", matching the bound condition_value 434.01."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_34453aea2eb6e0e8/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_34453aea2eb6e0e8/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_38e6cb9f869aa621/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_38e6cb9f869aa621/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..620f5536219827c76f9f97dced1ca82c96632c75 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_38e6cb9f869aa621/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 4630, "bytes_utf8": 4630, "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": 475, "bytes_utf8": 475, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13531, "cached_input_tokens": 12672, "output_tokens": 845, "reasoning_output_tokens": 715}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_38e6cb9f869aa621/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_38e6cb9f869aa621/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..030b7dba8316877b2a67a3c3687ce29ba3983254 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_38e6cb9f869aa621/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_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/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_38e6cb9f869aa621/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..d1d40a48a8d42cd27db3bfeb1f37e2e5d54beb0c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_38e6cb9f869aa621/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": "2026-05-19T15:42:59.486666+00:00", + "ended_at": "2026-05-19T15:43:16.811884+00:00", + "elapsed_ms": 17325.18, + "prompt_metrics": { + "chars": 4630, + "bytes_utf8": 4630, + "lines": 156, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 851, + "bytes_utf8": 851, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 475, + "bytes_utf8": 475, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13531, + "cached_input_tokens": 12672, + "output_tokens": 845, + "reasoning_output_tokens": 715 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_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_38e6cb9f869aa621/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_38e6cb9f869aa621/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5434c8c063598823d4341009c0da6a24eb1024c3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_38e6cb9f869aa621/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=AP.", + "planned_template_id": "tpl_m4_window_partition_avg", + "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 + }, + "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_38e6cb9f869aa621/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_38e6cb9f869aa621/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a083f52ff05ba98c7f826cff10cae55a7c3f06ac --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_38e6cb9f869aa621/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e7-96c9-7303-a110-12b7b8140073"} +{"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(\\\"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.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13531,"cached_input_tokens":12672,"output_tokens":845,"reasoning_output_tokens":715}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_38e6cb9f869aa621/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_38e6cb9f869aa621/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..cfc5d57e4b870e01e12b8e7180fc60a28b6d20b3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_38e6cb9f869aa621/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"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."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_38e6cb9f869aa621/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_38e6cb9f869aa621/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_3dddc27c85557623/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_3dddc27c85557623/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..daad1ae474f21848414b5a7194ff08438450b91d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_3dddc27c85557623/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 4946, "bytes_utf8": 4946, "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": 517, "bytes_utf8": 517, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13636, "cached_input_tokens": 12032, "output_tokens": 847, "reasoning_output_tokens": 685}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_3dddc27c85557623/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_3dddc27c85557623/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..00c60ef40154e3abff473f2ce71979c51a07f4f6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_3dddc27c85557623/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_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/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_3dddc27c85557623/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..0725ae1973c661032a695dbeb4653afc26bee7fa --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_3dddc27c85557623/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": "2026-05-19T15:35:32.613292+00:00", + "ended_at": "2026-05-19T15:35:48.772423+00:00", + "elapsed_ms": 16159.1, + "prompt_metrics": { + "chars": 4946, + "bytes_utf8": 4946, + "lines": 158, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 915, + "bytes_utf8": 915, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 517, + "bytes_utf8": 517, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13636, + "cached_input_tokens": 12032, + "output_tokens": 847, + "reasoning_output_tokens": 685 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_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_3dddc27c85557623/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_3dddc27c85557623/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..fa9eb4e8ebae64b8c992ee8d74365a16d8343818 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_3dddc27c85557623/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=AT.", + "planned_template_id": "tpl_tpcds_within_group_share", + "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 + }, + "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_3dddc27c85557623/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_3dddc27c85557623/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..6c2e8cb7c406af7c917b564015ed03c520b154ad --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_3dddc27c85557623/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e0-c4f1-7283-98e5-a92aae3490d9"} +{"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 \\\"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.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13636,"cached_input_tokens":12032,"output_tokens":847,"reasoning_output_tokens":685}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_3dddc27c85557623/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_3dddc27c85557623/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0e6939116d9c9349b053ad6f8c8b7ccfb82b3b9f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_3dddc27c85557623/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"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."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_3dddc27c85557623/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_3dddc27c85557623/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/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_4339e3ce2d4baa82/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1c2f329105f921f0584e118dce88a47334423e47 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_4339e3ce2d4baa82/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": 350, "bytes_utf8": 350, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13529, "cached_input_tokens": 12672, "output_tokens": 388, "reasoning_output_tokens": 289}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_4339e3ce2d4baa82/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_4339e3ce2d4baa82/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..acedb4f264b6afb4874b456f415b1530ba3a3ed4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_4339e3ce2d4baa82/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_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/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_4339e3ce2d4baa82/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..a015aa40ae518ed2d89a703b98db604f71f07f52 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_4339e3ce2d4baa82/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": "2026-05-19T16:04:53.286600+00:00", + "ended_at": "2026-05-19T16:05:02.605206+00:00", + "elapsed_ms": 9318.58, + "prompt_metrics": { + "chars": 4545, + "bytes_utf8": 4545, + "lines": 154, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 703, + "bytes_utf8": 703, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 350, + "bytes_utf8": 350, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13529, + "cached_input_tokens": 12672, + "output_tokens": 388, + "reasoning_output_tokens": 289 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_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_4339e3ce2d4baa82/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_4339e3ce2d4baa82/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a55290c42e9c862725445d29426e355ade2717d8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_4339e3ce2d4baa82/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": 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 + }, + "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_4339e3ce2d4baa82/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_4339e3ce2d4baa82/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b223adc6ff7428fb64f8533350076505774a60ea --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_4339e3ce2d4baa82/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fb-a2b7-78a0-ade2-24c553801803"} +{"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 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.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13529,"cached_input_tokens":12672,"output_tokens":388,"reasoning_output_tokens":289}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_4339e3ce2d4baa82/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_4339e3ce2d4baa82/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..49f785d30f8224676d6d41dc17ac3a0c83f498a9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_4339e3ce2d4baa82/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 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."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_4339e3ce2d4baa82/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_4339e3ce2d4baa82/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_454fed7f11f850c6/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_454fed7f11f850c6/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..67ff558e8d3029c87d81a325b4ea8768dc2f6fde --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_454fed7f11f850c6/cli/conversation.jsonl @@ -0,0 +1,4 @@ +{"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": 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": 4805, "bytes_utf8": 4805, "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": 429, "bytes_utf8": 429, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13586, "cached_input_tokens": 12288, "output_tokens": 321, "reasoning_output_tokens": 202}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_454fed7f11f850c6/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_454fed7f11f850c6/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..4e8e8c4658bcb0ca8e7bb3e5de6e54bb989b22ea --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_454fed7f11f850c6/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_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/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_454fed7f11f850c6/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..0d71b7e59437bd4745767cbe0ae28e50512c4c7c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_454fed7f11f850c6/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:00:06.676546+00:00", + "ended_at": "2026-05-19T16:00:09.571720+00:00", + "elapsed_ms": 2895.15, + "returncode": 1, + "prompt_metrics": { + "chars": 4805, + "bytes_utf8": 4805, + "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_454fed7f11f850c6/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_454fed7f11f850c6/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..295c5ba81c670a4c1130774adedf8bbfc6b0a707 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_454fed7f11f850c6/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": "2026-05-19T16:00:10.573748+00:00", + "ended_at": "2026-05-19T16:00:20.256399+00:00", + "elapsed_ms": 9682.6, + "prompt_metrics": { + "chars": 4805, + "bytes_utf8": 4805, + "lines": 159, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 792, + "bytes_utf8": 792, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 429, + "bytes_utf8": 429, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13586, + "cached_input_tokens": 12288, + "output_tokens": 321, + "reasoning_output_tokens": 202 + } + }, + "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_454fed7f11f850c6/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_454fed7f11f850c6/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e3bf8e3fd41a978b230609edbd4126948032d9b6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_454fed7f11f850c6/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 focused_target_view. 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": 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 + }, + "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_454fed7f11f850c6/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_454fed7f11f850c6/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e3bf8e3fd41a978b230609edbd4126948032d9b6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_454fed7f11f850c6/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 dependency_strength_similarity with semantic role focused_target_view. 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": 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 + }, + "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_454fed7f11f850c6/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_454fed7f11f850c6/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..32958c394ac09b97df318f6e61dc4e36e44095d7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_454fed7f11f850c6/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f7-430e-7180-a58b-e7ed4033e319"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"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_454fed7f11f850c6/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_454fed7f11f850c6/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..24673df0e93a8c5dac80aa8c5ab11437f2d17eb3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_454fed7f11f850c6/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f7-430e-7180-a58b-e7ed4033e319"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota 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_454fed7f11f850c6/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_454fed7f11f850c6/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..37f8a9c2de0895909584e8804a58dfe227cdb4e5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_454fed7f11f850c6/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f7-5253-7d81-8719-e8232bbf7900"} +{"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\":\"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.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13586,"cached_input_tokens":12288,"output_tokens":321,"reasoning_output_tokens":202}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_454fed7f11f850c6/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_454fed7f11f850c6/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..a1492aa299ca6747156c94e0042dbcc0fea580b2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_454fed7f11f850c6/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":"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."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_454fed7f11f850c6/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_454fed7f11f850c6/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_454fed7f11f850c6/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_454fed7f11f850c6/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_4b7171693cb58aba/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_4b7171693cb58aba/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..81cf3590e9865147610c1301ffa58da888d737a1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_4b7171693cb58aba/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": 714, "bytes_utf8": 714, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13733, "cached_input_tokens": 12672, "output_tokens": 615, "reasoning_output_tokens": 421}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_4b7171693cb58aba/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_4b7171693cb58aba/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..17f0ef3207f824ab2e1566632d84e35f21222e0c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_4b7171693cb58aba/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_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/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_4b7171693cb58aba/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..f8cfdcbefd152d8e5b5cc575c7037f35649bdfdd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_4b7171693cb58aba/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:39:38.421431+00:00", + "ended_at": "2026-05-19T15:39:50.135222+00:00", + "elapsed_ms": 11713.75, + "prompt_metrics": { + "chars": 5360, + "bytes_utf8": 5360, + "lines": 159, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1087, + "bytes_utf8": 1087, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_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 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_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_4b7171693cb58aba/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_4b7171693cb58aba/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..27fa9bd3227aed0e420783d5c92a75d1126c1182 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_4b7171693cb58aba/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": 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 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_4b7171693cb58aba/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_4b7171693cb58aba/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..fc0bfaeb0c7999cc4480f39a6b392e42895001af --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_4b7171693cb58aba/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e4-854b-71a0-ba45-729a335c1740"} +{"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 \\\"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.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13733,"cached_input_tokens":12672,"output_tokens":615,"reasoning_output_tokens":421}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_4b7171693cb58aba/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_4b7171693cb58aba/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..66efe23c72e831a599adbc7b9bd34d524e11ff45 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_4b7171693cb58aba/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"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."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_4b7171693cb58aba/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_4b7171693cb58aba/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_4be6095d264fcaac/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_4be6095d264fcaac/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..71c1c75f37287a23c725c6bac6a6df230eb611d9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_4be6095d264fcaac/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": 345, "bytes_utf8": 345, "lines": 1, "estimated_tokens": null}, "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_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_4be6095d264fcaac/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..37b25830ac45b6cac2ba6f6242f1e82f2a7e802f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_4be6095d264fcaac/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": "2026-05-19T15:28:47.063264+00:00", + "ended_at": "2026-05-19T15:28:54.830056+00:00", + "elapsed_ms": 7766.76, + "prompt_metrics": { + "chars": 4542, + "bytes_utf8": 4542, + "lines": 156, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 703, + "bytes_utf8": 703, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 345, + "bytes_utf8": 345, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13518, + "cached_input_tokens": 12032, + "output_tokens": 232, + "reasoning_output_tokens": 136 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_4be6095d264fcaac/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_4be6095d264fcaac/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..bfc6187c3ecd54986d51a77fac00748c2387cf01 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_4be6095d264fcaac/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": 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": 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}, 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_4be6095d264fcaac/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_4be6095d264fcaac/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..53d73867097860c2263bf0180b68eaa81f98dfda --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_4be6095d264fcaac/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":"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."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_4ceed15f8064ccc8/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_4ceed15f8064ccc8/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..482b574eb2df6698609176901615b5e1bb291dc0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_4ceed15f8064ccc8/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": "2026-05-19T16:06:20.015393+00:00", + "ended_at": "2026-05-19T16:06:23.182485+00:00", + "elapsed_ms": 3167.06, + "returncode": 1, + "prompt_metrics": { + "chars": 4711, + "bytes_utf8": 4711, + "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_4ceed15f8064ccc8/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_4ceed15f8064ccc8/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..c9585648d188026ae7ec058d46622a2670e8b6f0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_4ceed15f8064ccc8/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": "2026-05-19T16:06:24.184059+00:00", + "ended_at": "2026-05-19T16:06:27.155892+00:00", + "elapsed_ms": 2971.79, + "returncode": 1, + "prompt_metrics": { + "chars": 4711, + "bytes_utf8": 4711, + "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_4ceed15f8064ccc8/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_4ceed15f8064ccc8/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c134b67617a48ba8695c1dd76b714f69953192c5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_4ceed15f8064ccc8/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 filtered_stable_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": 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 + }, + "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_4ceed15f8064ccc8/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_4ceed15f8064ccc8/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..c134b67617a48ba8695c1dd76b714f69953192c5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_4ceed15f8064ccc8/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 filtered_stable_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": 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 + }, + "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_4ceed15f8064ccc8/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_4ceed15f8064ccc8/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..49bf2ed9ee3e17ddbc8b5894f72643cb3259499c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_4ceed15f8064ccc8/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fc-f585-78e0-b650-1a6724797152"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"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_4ceed15f8064ccc8/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_4ceed15f8064ccc8/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..90fc82ffec76d802d3f78e0a96772e3cc6d3a75f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_4ceed15f8064ccc8/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fc-f585-78e0-b650-1a6724797152"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota 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_4ceed15f8064ccc8/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_4ceed15f8064ccc8/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c0f1dd15c867637576b0284dd464cf804703ac26 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_4ceed15f8064ccc8/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fd-05c2-7ad1-8531-c309fa5b3d7b"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"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_4ceed15f8064ccc8/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_4ceed15f8064ccc8/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..02e905b004c01b187ea15a655a9c3b6503d43bba --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_4ceed15f8064ccc8/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fd-05c2-7ad1-8531-c309fa5b3d7b"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota 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_4ceed15f8064ccc8/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_4ceed15f8064ccc8/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/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_4ceed15f8064ccc8/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_4da7cadefee4dc6a/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_4da7cadefee4dc6a/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..792ca98f9e42f1f139302f1f3f8421f762ae1cee --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_4da7cadefee4dc6a/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 4463, "bytes_utf8": 4463, "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": 241, "bytes_utf8": 241, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13493, "cached_input_tokens": 12672, "output_tokens": 454, "reasoning_output_tokens": 387}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_4da7cadefee4dc6a/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_4da7cadefee4dc6a/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..73cad1869b31b434852ca2c5a9b6d212485be441 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_4da7cadefee4dc6a/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_4da7cadefee4dc6a", + "api_calls": 0, + "input_tokens": 13493, + "cached_input_tokens": 12672, + "output_tokens": 454, + "total_tokens": 13947, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15084.58, + "sql_execution_elapsed_ms_total": 4.58, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_4da7cadefee4dc6a/cli/conversation.jsonl", + "note": "Executed through a 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_4da7cadefee4dc6a/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_4da7cadefee4dc6a/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..b1248a9e1ba63dae5f809dcb03321ecb60d63b27 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_4da7cadefee4dc6a/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:32:49.511968+00:00", + "ended_at": "2026-05-19T15:33:04.596569+00:00", + "elapsed_ms": 15084.58, + "prompt_metrics": { + "chars": 4463, + "bytes_utf8": 4463, + "lines": 154, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 924, + "bytes_utf8": 924, + "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": 241, + "bytes_utf8": 241, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13493, + "cached_input_tokens": 12672, + "output_tokens": 454, + "reasoning_output_tokens": 387 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_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_4da7cadefee4dc6a/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_4da7cadefee4dc6a/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..95fedc73c9a9ef3a02359661bf8eb3229858a93a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_4da7cadefee4dc6a/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_clickbench_group_count", + "template_name": "Grouped Count by Category", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n20", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=V.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_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 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_4da7cadefee4dc6a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_4da7cadefee4dc6a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..1de072248eca140c7e173c0924243a03065f414d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_4da7cadefee4dc6a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,5 @@ +{"type":"thread.started","thread_id":"019e40de-480a-77e2-b6ae-4b6289b75131"} +{"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 1992176, Requested 14128. Please try again in 189ms. Visit https://platform.openai.com/account/rate-limits to learn more.)"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"V\\\", COUNT(*) AS \\\"row_count\\\"\\nFROM \\\"n20\\\"\\nGROUP BY \\\"V\\\"\\nORDER BY \\\"row_count\\\" DESC;\",\"notes\":\"Grouped count distribution for subgroup column V using the provided template.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13493,"cached_input_tokens":12672,"output_tokens":454,"reasoning_output_tokens":387}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_4da7cadefee4dc6a/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_4da7cadefee4dc6a/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7aca14cb32b9d5a456e583509f67825d13646780 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_4da7cadefee4dc6a/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_count\nSELECT \"V\", COUNT(*) AS \"row_count\"\nFROM \"n20\"\nGROUP BY \"V\"\nORDER BY \"row_count\" DESC;","notes":"Grouped count distribution for subgroup column V using the provided template."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_4da7cadefee4dc6a/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_4da7cadefee4dc6a/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_5039ab753437ac9c/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_5039ab753437ac9c/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..06b32850a21e02f45545757fb502b379a06cf6b1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_5039ab753437ac9c/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 4944, "bytes_utf8": 4944, "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": 746, "bytes_utf8": 746, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13636, "cached_input_tokens": 12032, "output_tokens": 733, "reasoning_output_tokens": 516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_5039ab753437ac9c/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_5039ab753437ac9c/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..2a5cfd5ce182d76cbf6278e5edc3902261924973 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_5039ab753437ac9c/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_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/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_5039ab753437ac9c/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..13d0958a8ff6ab2a07389b0e3959293993b43405 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_5039ab753437ac9c/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:36:44.432090+00:00", + "ended_at": "2026-05-19T15:36:59.250092+00:00", + "elapsed_ms": 14817.97, + "prompt_metrics": { + "chars": 4944, + "bytes_utf8": 4944, + "lines": 158, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1147, + "bytes_utf8": 1147, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 746, + "bytes_utf8": 746, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13636, + "cached_input_tokens": 12032, + "output_tokens": 733, + "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_5039ab753437ac9c/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_5039ab753437ac9c/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c7382fd6b3d7d6df0175205a4c28da74b9068ee1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_5039ab753437ac9c/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=AP.", + "planned_template_id": "tpl_tpcds_within_group_share", + "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 + }, + "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_5039ab753437ac9c/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_5039ab753437ac9c/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..0393179695a763fae65dd3a7ce5fd49f4c40157b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_5039ab753437ac9c/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e1-dd90-7c91-b49f-c2d869c1d95d"} +{"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(\\\"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.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13636,"cached_input_tokens":12032,"output_tokens":733,"reasoning_output_tokens":516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_5039ab753437ac9c/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_5039ab753437ac9c/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..72253d85e3fe3d9eaf32c16f69e96bb812040fe4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_5039ab753437ac9c/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(\"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."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_5039ab753437ac9c/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_5039ab753437ac9c/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_503e76fe18c5b1d3/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_503e76fe18c5b1d3/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..82db95e2944106468b0df96619bbc48cb5848fe7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_503e76fe18c5b1d3/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 4946, "bytes_utf8": 4946, "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": 575, "bytes_utf8": 575, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13636, "cached_input_tokens": 12672, "output_tokens": 692, "reasoning_output_tokens": 516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_503e76fe18c5b1d3/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_503e76fe18c5b1d3/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..4b17eadfa8d43291a6d31cdfb9910ce2170290f2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_503e76fe18c5b1d3/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_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/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_503e76fe18c5b1d3/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..389646d3371bcc929cd4c12059e607678221b496 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_503e76fe18c5b1d3/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:33:18.993314+00:00", + "ended_at": "2026-05-19T15:33:36.995794+00:00", + "elapsed_ms": 18002.44, + "prompt_metrics": { + "chars": 4946, + "bytes_utf8": 4946, + "lines": 158, + "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": 13636, + "cached_input_tokens": 12672, + "output_tokens": 692, + "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_503e76fe18c5b1d3/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_503e76fe18c5b1d3/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..97c95fd046e8f5d534b5be620f595b9362797b5f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_503e76fe18c5b1d3/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=AT.", + "planned_template_id": "tpl_tpcds_within_group_share", + "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 + }, + "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_503e76fe18c5b1d3/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_503e76fe18c5b1d3/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..9d902dca728e75101b572d3245d31149c2858cd1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_503e76fe18c5b1d3/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40de-bb0d-7ad2-b81a-3a6fe6cefab6"} +{"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 \\\"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.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13636,"cached_input_tokens":12672,"output_tokens":692,"reasoning_output_tokens":516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_503e76fe18c5b1d3/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_503e76fe18c5b1d3/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b5be6dcad0e852787aba3020d7cddcac3b977da0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_503e76fe18c5b1d3/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"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."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_503e76fe18c5b1d3/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_503e76fe18c5b1d3/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_52a590ea0c9d4d8c/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_52a590ea0c9d4d8c/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..92dc97d911b29b29a5580afe61add620aeded62d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_52a590ea0c9d4d8c/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 4939, "bytes_utf8": 4939, "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": 607, "bytes_utf8": 607, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13635, "cached_input_tokens": 12672, "output_tokens": 702, "reasoning_output_tokens": 516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_52a590ea0c9d4d8c/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_52a590ea0c9d4d8c/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..42e33b65c491a68d2abf9240630afeca4469fe51 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_52a590ea0c9d4d8c/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_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/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_52a590ea0c9d4d8c/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..d15263cdeff8a8347eaa54793ceb09c5a1c2daf3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_52a590ea0c9d4d8c/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:36:00.224155+00:00", + "ended_at": "2026-05-19T15:36:15.231942+00:00", + "elapsed_ms": 15007.75, + "prompt_metrics": { + "chars": 4939, + "bytes_utf8": 4939, + "lines": 158, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1004, + "bytes_utf8": 1004, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 607, + "bytes_utf8": 607, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13635, + "cached_input_tokens": 12672, + "output_tokens": 702, + "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_52a590ea0c9d4d8c/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_52a590ea0c9d4d8c/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..371e487767b91a104123810abcf32d7485f39d63 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_52a590ea0c9d4d8c/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=V.", + "planned_template_id": "tpl_tpcds_within_group_share", + "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 + }, + "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_52a590ea0c9d4d8c/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_52a590ea0c9d4d8c/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..680f9d7305fad3047f428fdc599ba1dab3998b09 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_52a590ea0c9d4d8c/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e1-30f5-7351-90fb-e4b3c413c638"} +{"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(\\\"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.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13635,"cached_input_tokens":12672,"output_tokens":702,"reasoning_output_tokens":516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_52a590ea0c9d4d8c/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_52a590ea0c9d4d8c/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4d414811f9aff06ee9b8fd71e0faae82fd4b00a3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_52a590ea0c9d4d8c/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(\"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."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_52a590ea0c9d4d8c/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_52a590ea0c9d4d8c/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_536f842fa26f55b5/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_536f842fa26f55b5/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..994a480e90fc9a7fa238d17cf46407e431759a4a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_536f842fa26f55b5/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 4947, "bytes_utf8": 4947, "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": 689, "bytes_utf8": 689, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13637, "cached_input_tokens": 12032, "output_tokens": 717, "reasoning_output_tokens": 516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_536f842fa26f55b5/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_536f842fa26f55b5/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..1a605721ebd1253711ee28e214b20b52face4703 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_536f842fa26f55b5/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_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/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_536f842fa26f55b5/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..89ccd42e8d4bc641a83e3460c76042d8b45c2805 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_536f842fa26f55b5/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:36:30.397287+00:00", + "ended_at": "2026-05-19T15:36:44.419982+00:00", + "elapsed_ms": 14022.67, + "prompt_metrics": { + "chars": 4947, + "bytes_utf8": 4947, + "lines": 158, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1087, + "bytes_utf8": 1087, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_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 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_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_536f842fa26f55b5/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_536f842fa26f55b5/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..324b7322ff6b1eb9e0edc4edbcc1e3e935feaf2b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_536f842fa26f55b5/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=AP.", + "planned_template_id": "tpl_tpcds_within_group_share", + "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 + }, + "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_536f842fa26f55b5/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_536f842fa26f55b5/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a6abe48bd30b65a5e66a0fdfe4ba00cbe6d7b98b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_536f842fa26f55b5/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e1-a6cc-7681-8e86-0faf5786e9cd"} +{"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(\\\"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.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13637,"cached_input_tokens":12032,"output_tokens":717,"reasoning_output_tokens":516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_536f842fa26f55b5/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_536f842fa26f55b5/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..25ff1e05cb8fc90ae6ab31fe7e8a326ef0d405e9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_536f842fa26f55b5/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(\"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."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_536f842fa26f55b5/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_536f842fa26f55b5/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_5abba0b3b48f879f/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_5abba0b3b48f879f/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4d7f5ebcdf1ba47abf7c9844868de556cf5d896e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_5abba0b3b48f879f/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 4948, "bytes_utf8": 4948, "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": 502, "bytes_utf8": 502, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13637, "cached_input_tokens": 12672, "output_tokens": 504, "reasoning_output_tokens": 348}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_5abba0b3b48f879f/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_5abba0b3b48f879f/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..e8831c2c14feae397fde319afb8ea99957dc113d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_5abba0b3b48f879f/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_5abba0b3b48f879f", + "api_calls": 0, + "input_tokens": 13637, + "cached_input_tokens": 12672, + "output_tokens": 504, + "total_tokens": 14141, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10900.4, + "sql_execution_elapsed_ms_total": 35.47, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_5abba0b3b48f879f/cli/conversation.jsonl", + "note": "Executed through a 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_5abba0b3b48f879f/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_5abba0b3b48f879f/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..2f42d117f9df3a36cef14c80ffbecd285793222c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_5abba0b3b48f879f/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": "2026-05-19T15:34:39.038794+00:00", + "ended_at": "2026-05-19T15:34:49.939230+00:00", + "elapsed_ms": 10900.4, + "prompt_metrics": { + "chars": 4948, + "bytes_utf8": 4948, + "lines": 158, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 888, + "bytes_utf8": 888, + "lines": 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": 13637, + "cached_input_tokens": 12672, + "output_tokens": 504, + "reasoning_output_tokens": 348 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_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_5abba0b3b48f879f/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_5abba0b3b48f879f/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e7d9ecebd5e8b10636a9a61424cf6edde78a451d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_5abba0b3b48f879f/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=AP.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "V", + "measure_col": "AP", + "item_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 + }, + "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_5abba0b3b48f879f/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_5abba0b3b48f879f/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c014eb7f94b2dedb442121b198c8d623f679c654 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_5abba0b3b48f879f/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40df-f3d2-78e3-ae8b-b5da82ace323"} +{"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 \\\"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 requested template with group_col=\\\"V\\\", item_col=\\\"AP\\\", and measure_col=\\\"AP\\\". Cast \\\"AP\\\" to REAL because the schema stores numeric fields as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13637,"cached_input_tokens":12672,"output_tokens":504,"reasoning_output_tokens":348}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_5abba0b3b48f879f/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_5abba0b3b48f879f/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f076e54077e537559c834c1ce230a58097e77a9a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_5abba0b3b48f879f/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT\n \"V\",\n \"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 requested template with group_col=\"V\", item_col=\"AP\", and measure_col=\"AP\". Cast \"AP\" to REAL because the schema stores numeric fields 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_5abba0b3b48f879f/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_5abba0b3b48f879f/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_5d523e79d3c4ba79/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_5d523e79d3c4ba79/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b25a7e63b803b653e06be847bc6f200cd6ac428e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_5d523e79d3c4ba79/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5363, "bytes_utf8": 5363, "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": 673, "bytes_utf8": 673, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13734, "cached_input_tokens": 12672, "output_tokens": 855, "reasoning_output_tokens": 675}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_5d523e79d3c4ba79/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_5d523e79d3c4ba79/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..bc48b6e436c83dba746bc882f18b4d9f2bf7b87b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_5d523e79d3c4ba79/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_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/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_5d523e79d3c4ba79/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..529a7b4e1421e90732f59505f867186d1569e5cd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_5d523e79d3c4ba79/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:38:56.704605+00:00", + "ended_at": "2026-05-19T15:39:12.734519+00:00", + "elapsed_ms": 16029.88, + "prompt_metrics": { + "chars": 5363, + "bytes_utf8": 5363, + "lines": 159, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1042, + "bytes_utf8": 1042, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 673, + "bytes_utf8": 673, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13734, + "cached_input_tokens": 12672, + "output_tokens": 855, + "reasoning_output_tokens": 675 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_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_5d523e79d3c4ba79/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_5d523e79d3c4ba79/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c1623fdebf132e67f3ddbc485305307f7d40d7b4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_5d523e79d3c4ba79/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": 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},\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_5d523e79d3c4ba79/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_5d523e79d3c4ba79/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ef1c7ae525bfd5248752f41686840cd99ca99ef8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_5d523e79d3c4ba79/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e3-e261-7030-97a1-3440a3b74ba1"} +{"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 \\\"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.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13734,"cached_input_tokens":12672,"output_tokens":855,"reasoning_output_tokens":675}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_5d523e79d3c4ba79/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_5d523e79d3c4ba79/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c99baa7d59aa0f872444e27c40862a7658a74907 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_5d523e79d3c4ba79/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"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."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_5d523e79d3c4ba79/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_5d523e79d3c4ba79/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_5d5b409bb584796f/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_5d5b409bb584796f/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0d9d8bd0d00fb2b53533393dcc1fbdacf3fc631a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_5d5b409bb584796f/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 4466, "bytes_utf8": 4466, "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": 283, "bytes_utf8": 283, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13494, "cached_input_tokens": 12032, "output_tokens": 250, "reasoning_output_tokens": 169}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_5d5b409bb584796f/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_5d5b409bb584796f/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..f5c5ce11c1c22003c4c103a2fcd2eeda37d41a3c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_5d5b409bb584796f/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_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/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_5d5b409bb584796f/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..bbcd7adf35244a2a68ee3f5bd6923940dc754a41 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_5d5b409bb584796f/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:32:14.655283+00:00", + "ended_at": "2026-05-19T15:32:22.650978+00:00", + "elapsed_ms": 7995.67, + "prompt_metrics": { + "chars": 4466, + "bytes_utf8": 4466, + "lines": 154, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 637, + "bytes_utf8": 637, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 283, + "bytes_utf8": 283, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13494, + "cached_input_tokens": 12032, + "output_tokens": 250, + "reasoning_output_tokens": 169 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_5d5b409bb584796f/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_5d5b409bb584796f/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4f057b0c69a6db8b1a85c2c08acb56b013909b36 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_5d5b409bb584796f/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_clickbench_group_count", + "template_name": "Grouped Count by Category", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n20", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=V.", + "planned_template_id": "tpl_clickbench_group_count", + "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 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_5d5b409bb584796f/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_5d5b409bb584796f/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..af53e594a885217fa648fb71345fafcb450a9190 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_5d5b409bb584796f/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40dd-bfd3-73e1-90d0-0d74732ba800"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"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\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13494,"cached_input_tokens":12032,"output_tokens":250,"reasoning_output_tokens":169}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_5d5b409bb584796f/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_5d5b409bb584796f/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0c7ab65fed51a4221bf51ad2ba178dbb14d8880d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_5d5b409bb584796f/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"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\"."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_5d5b409bb584796f/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_5d5b409bb584796f/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_5e3d159c24e60497/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_5e3d159c24e60497/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f7570142738c124d57307383a3a6a7be209b9b5f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_5e3d159c24e60497/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": 487, "bytes_utf8": 487, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13556, "cached_input_tokens": 12672, "output_tokens": 862, "reasoning_output_tokens": 729}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_5e3d159c24e60497/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_5e3d159c24e60497/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..b3719927abeea4ce39854f43e50fc6d3b9f1a29f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_5e3d159c24e60497/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_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/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_5e3d159c24e60497/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..60fbfac8c5ab26c2dc7d39646762a5779b30720b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_5e3d159c24e60497/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": "2026-05-19T15:51:59.633005+00:00", + "ended_at": "2026-05-19T15:52:22.302933+00:00", + "elapsed_ms": 22669.9, + "prompt_metrics": { + "chars": 4721, + "bytes_utf8": 4721, + "lines": 156, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 856, + "bytes_utf8": 856, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_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 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_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_5e3d159c24e60497/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_5e3d159c24e60497/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d885e2df054111026859072d961d146a7dc24949 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_5e3d159c24e60497/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=V.", + "planned_template_id": "tpl_grouped_percentile_point", + "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 + }, + "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_5e3d159c24e60497/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_5e3d159c24e60497/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..5f31906f387990e0bebdab0da0b66d70aa5038eb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_5e3d159c24e60497/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ef-d4ad-7b43-828b-e754a3421932"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"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.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13556,"cached_input_tokens":12672,"output_tokens":862,"reasoning_output_tokens":729}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_5e3d159c24e60497/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_5e3d159c24e60497/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..06f4b98943d91fd2413f4a45fb0921c45b97ccdd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_5e3d159c24e60497/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"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."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_5e3d159c24e60497/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_5e3d159c24e60497/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_67d654ec63b8d747/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_67d654ec63b8d747/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..607fd32cd30d2fbe5ae265445627f77534e4f251 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_67d654ec63b8d747/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": 1070, "bytes_utf8": 1070, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13556, "cached_input_tokens": 12672, "output_tokens": 2352, "reasoning_output_tokens": 2011}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_67d654ec63b8d747/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_67d654ec63b8d747/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..42bb9ce1275a4c2fae15e25861ab1ebcf34f1327 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_67d654ec63b8d747/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_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/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_67d654ec63b8d747/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..5b5be554276ea87139c1272e870b91a75af1e39e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_67d654ec63b8d747/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": "2026-05-19T15:51:07.140157+00:00", + "ended_at": "2026-05-19T15:51:41.573397+00:00", + "elapsed_ms": 34433.2, + "prompt_metrics": { + "chars": 4721, + "bytes_utf8": 4721, + "lines": 156, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1550, + "bytes_utf8": 1550, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_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 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_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_67d654ec63b8d747/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_67d654ec63b8d747/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..cdc7f4de93d0886a4c69be28b5a544b7658d2404 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_67d654ec63b8d747/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": 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 + }, + "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_67d654ec63b8d747/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_67d654ec63b8d747/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b4fdc7ef242d3c51972298290b9f1e249417ca93 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_67d654ec63b8d747/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ef-07ba-7e92-b9f9-850e9286e65b"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"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 than 5 rows, and returns the top 19 groups by the percentile measure.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13556,"cached_input_tokens":12672,"output_tokens":2352,"reasoning_output_tokens":2011}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_67d654ec63b8d747/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_67d654ec63b8d747/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..59c2f66e82e59116a33e0c7a3beae2ac291cda3b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_67d654ec63b8d747/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"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 than 5 rows, and returns the top 19 groups by the percentile measure."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_67d654ec63b8d747/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_67d654ec63b8d747/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_6b68545b9103e8bf/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_6b68545b9103e8bf/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7a42a092953ceccc235fb6e2edc446ef312c9c57 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_6b68545b9103e8bf/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": 471, "bytes_utf8": 471, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13556, "cached_input_tokens": 12672, "output_tokens": 770, "reasoning_output_tokens": 640}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_6b68545b9103e8bf/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_6b68545b9103e8bf/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..34ab9e1f75b4b33e3264da4955904a50d69d72f9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_6b68545b9103e8bf/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_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/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_6b68545b9103e8bf/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..4d92787f57cf98327b97cfb7ab23a608bf68c400 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_6b68545b9103e8bf/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:55:42.784846+00:00", + "ended_at": "2026-05-19T15:56:05.145820+00:00", + "elapsed_ms": 22360.94, + "prompt_metrics": { + "chars": 4721, + "bytes_utf8": 4721, + "lines": 156, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 831, + "bytes_utf8": 831, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 471, + "bytes_utf8": 471, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13556, + "cached_input_tokens": 12672, + "output_tokens": 770, + "reasoning_output_tokens": 640 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_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_6b68545b9103e8bf/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_6b68545b9103e8bf/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..cc39003ef0fb7e9a55e2fe74a3bff7636006900b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_6b68545b9103e8bf/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=V.", + "planned_template_id": "tpl_grouped_percentile_point", + "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 {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_6b68545b9103e8bf/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_6b68545b9103e8bf/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b1091753d9942ced426d4e0d201abe778ea5e25b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_6b68545b9103e8bf/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f3-3c4d-7620-9581-c0c758561b67"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"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.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13556,"cached_input_tokens":12672,"output_tokens":770,"reasoning_output_tokens":640}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_6b68545b9103e8bf/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_6b68545b9103e8bf/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3eae6cf5a10e3f751591c4766073cca2761e87d9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_6b68545b9103e8bf/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"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."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_6b68545b9103e8bf/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_6b68545b9103e8bf/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_6cb08332bc44b69d/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_6cb08332bc44b69d/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d0e1a29648053d6cce8fb5191d47347dda92980c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_6cb08332bc44b69d/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": 522, "bytes_utf8": 522, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13636, "cached_input_tokens": 12032, "output_tokens": 464, "reasoning_output_tokens": 309}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_6cb08332bc44b69d/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_6cb08332bc44b69d/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..a4610b2f05abfd16746923260905507c98d9971e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_6cb08332bc44b69d/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_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/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_6cb08332bc44b69d/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..45aebfe04495da533c6dc959dee210159a7e54f3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_6cb08332bc44b69d/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": "2026-05-19T15:34:49.979487+00:00", + "ended_at": "2026-05-19T15:35:00.251425+00:00", + "elapsed_ms": 10271.91, + "prompt_metrics": { + "chars": 4945, + "bytes_utf8": 4945, + "lines": 158, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 906, + "bytes_utf8": 906, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 522, + "bytes_utf8": 522, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13636, + "cached_input_tokens": 12032, + "output_tokens": 464, + "reasoning_output_tokens": 309 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_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_6cb08332bc44b69d/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_6cb08332bc44b69d/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c5956aea72180a42d5c03da9e9277a00e2e5edfd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_6cb08332bc44b69d/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=AP.", + "planned_template_id": "tpl_tpcds_within_group_share", + "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 + }, + "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_6cb08332bc44b69d/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_6cb08332bc44b69d/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..291c501e800851005f19a23eba75037540dd8069 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_6cb08332bc44b69d/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e0-1e90-7771-9108-ce188effc365"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"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.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13636,"cached_input_tokens":12032,"output_tokens":464,"reasoning_output_tokens":309}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_6cb08332bc44b69d/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_6cb08332bc44b69d/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3ac2803423987c1f10f9ca2857bf026f3622c4d3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_6cb08332bc44b69d/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"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."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_6cb08332bc44b69d/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_6cb08332bc44b69d/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_6dad01da1f2e1e7f/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_6dad01da1f2e1e7f/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..deb34205159ad3669223c7e28e016a63de2d5448 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_6dad01da1f2e1e7f/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 4791, "bytes_utf8": 4791, "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": 410, "bytes_utf8": 410, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13585, "cached_input_tokens": 12672, "output_tokens": 357, "reasoning_output_tokens": 243}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_6dad01da1f2e1e7f/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_6dad01da1f2e1e7f/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..f7265822a15789d759e6406822654c72514075c9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_6dad01da1f2e1e7f/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_6dad01da1f2e1e7f", + "api_calls": 0, + "input_tokens": 13585, + "cached_input_tokens": 12672, + "output_tokens": 357, + "total_tokens": 13942, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 9841.73, + "sql_execution_elapsed_ms_total": 6.66, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_6dad01da1f2e1e7f/cli/conversation.jsonl", + "note": "Executed through a 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_6dad01da1f2e1e7f/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_6dad01da1f2e1e7f/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..bedb18b4ef32f4bdb671ae112dcb825a033de064 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_6dad01da1f2e1e7f/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:01:17.574776+00:00", + "ended_at": "2026-05-19T16:01:27.416540+00:00", + "elapsed_ms": 9841.73, + "prompt_metrics": { + "chars": 4791, + "bytes_utf8": 4791, + "lines": 159, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 765, + "bytes_utf8": 765, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 410, + "bytes_utf8": 410, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13585, + "cached_input_tokens": 12672, + "output_tokens": 357, + "reasoning_output_tokens": 243 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_6dad01da1f2e1e7f/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_6dad01da1f2e1e7f/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..dcf5242f30b9b6f13c3e0753f15a1c06ea1c158b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_6dad01da1f2e1e7f/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 focused_target_view. 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": 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": "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_6dad01da1f2e1e7f/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_6dad01da1f2e1e7f/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..4db9efe8c87244fb4e0832190cd8adefa92507d4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_6dad01da1f2e1e7f/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f8-580f-70c2-99d0-4969077f26e9"} +{"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\\\" = '468.8' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"n20\\\"\\nGROUP BY \\\"V\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Used the provided Grouped Condition Rate template with group_col=\\\"V\\\" and condition_col=\\\"PE\\\", comparing against the bound condition_value '468.8' as a text literal to match the SQLite schema.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13585,"cached_input_tokens":12672,"output_tokens":357,"reasoning_output_tokens":243}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_6dad01da1f2e1e7f/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_6dad01da1f2e1e7f/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d7f78687643ae9f6211db030f3c7391db1046aee --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_6dad01da1f2e1e7f/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"V\",\n AVG(CASE WHEN \"PE\" = '468.8' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"n20\"\nGROUP BY \"V\"\nORDER BY condition_rate DESC;","notes":"Used the provided Grouped Condition Rate template with group_col=\"V\" and condition_col=\"PE\", comparing against the bound condition_value '468.8' as a text literal to match the SQLite schema."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_6dad01da1f2e1e7f/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_6dad01da1f2e1e7f/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_6dd526a69194f683/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_6dd526a69194f683/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..f36d85a6b091bebb5d9849054059d77f6b3ab6e5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_6dd526a69194f683/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": "2026-05-19T16:07:02.711272+00:00", + "ended_at": "2026-05-19T16:07:06.981514+00:00", + "elapsed_ms": 4270.22, + "returncode": 1, + "prompt_metrics": { + "chars": 4711, + "bytes_utf8": 4711, + "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_6dd526a69194f683/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_6dd526a69194f683/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..9149c9083e4f294ec1d84c55cc23aa7501ea51b0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_6dd526a69194f683/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:07:07.983125+00:00", + "ended_at": "2026-05-19T16:07:10.969779+00:00", + "elapsed_ms": 2986.62, + "returncode": 1, + "prompt_metrics": { + "chars": 4711, + "bytes_utf8": 4711, + "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_6dd526a69194f683/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_6dd526a69194f683/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9f23209ac6cab0b96d09e77a707bd2e10288578c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_6dd526a69194f683/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=AP.", + "planned_template_id": "tpl_tpch_thresholded_group_ranking", + "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": "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_6dd526a69194f683/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_6dd526a69194f683/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..9f23209ac6cab0b96d09e77a707bd2e10288578c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_6dd526a69194f683/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=AP.", + "planned_template_id": "tpl_tpch_thresholded_group_ranking", + "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": "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_6dd526a69194f683/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_6dd526a69194f683/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ec94aacd40ef2e28e2406579ecb1bdfa77fd3cb4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_6dd526a69194f683/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fd-9c3d-7a22-b462-c9163788c7c1"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"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_6dd526a69194f683/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_6dd526a69194f683/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..87bb456584d7df32eb68ba4154475b47a9485d62 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_6dd526a69194f683/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fd-9c3d-7a22-b462-c9163788c7c1"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota 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_6dd526a69194f683/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_6dd526a69194f683/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..280ba091dd5d9c80e970e41a7dc4d4a2094e06da --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_6dd526a69194f683/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fd-b0f0-7051-a679-bc1b0ba212ae"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"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_6dd526a69194f683/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_6dd526a69194f683/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..6ab0a64949da96ec11888d9694c96bdfd9ec730e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_6dd526a69194f683/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fd-b0f0-7051-a679-bc1b0ba212ae"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota 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_6dd526a69194f683/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_6dd526a69194f683/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_6dd526a69194f683/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_6dd526a69194f683/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_6fe919d3b9062ce1/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_6fe919d3b9062ce1/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e4e9a2dec5376ab4a9e6e5c7f83463b75ae38c02 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_6fe919d3b9062ce1/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"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": 366, "bytes_utf8": 366, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13509, "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_6fe919d3b9062ce1/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_6fe919d3b9062ce1/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..5d594468e8d478e14b60f6c83dac7578dfa0f245 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_6fe919d3b9062ce1/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_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/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_6fe919d3b9062ce1/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..c1568634eb1d3330dd766f3286e20cd13da4e3a2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_6fe919d3b9062ce1/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": "2026-05-19T16:02:40.523035+00:00", + "ended_at": "2026-05-19T16:02:52.770116+00:00", + "elapsed_ms": 12247.04, + "prompt_metrics": { + "chars": 4493, + "bytes_utf8": 4493, + "lines": 154, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 710, + "bytes_utf8": 710, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_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 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_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_6fe919d3b9062ce1/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_6fe919d3b9062ce1/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..bc15eac3efc0ed1262b73a956dc44f746619b9a1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_6fe919d3b9062ce1/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": 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 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_6fe919d3b9062ce1/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_6fe919d3b9062ce1/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..51471d667db9c7838fc3b968de66edd6cc6707a1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_6fe919d3b9062ce1/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f9-9c14-7c61-ba2d-889126a3f038"} +{"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 1.0 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.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13509,"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_6fe919d3b9062ce1/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_6fe919d3b9062ce1/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f9296eb228916ffdb3b75b2ceb375d0956c409db --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_6fe919d3b9062ce1/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"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."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_6fe919d3b9062ce1/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_6fe919d3b9062ce1/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_702630aaca96903d/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_702630aaca96903d/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..beb83e375da9c3f3772895742b81880811436bd3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_702630aaca96903d/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5361, "bytes_utf8": 5361, "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": 628, "bytes_utf8": 628, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13733, "cached_input_tokens": 12032, "output_tokens": 501, "reasoning_output_tokens": 322}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_702630aaca96903d/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_702630aaca96903d/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..7dd9a7e89372996a6a2df6c1009af3b001e48354 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_702630aaca96903d/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_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/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_702630aaca96903d/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..5a02064f6cd2d18850833b0b88963331b1db4eec --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_702630aaca96903d/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:39:24.563556+00:00", + "ended_at": "2026-05-19T15:39:38.402358+00:00", + "elapsed_ms": 13838.77, + "prompt_metrics": { + "chars": 5361, + "bytes_utf8": 5361, + "lines": 159, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 997, + "bytes_utf8": 997, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_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 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_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_702630aaca96903d/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_702630aaca96903d/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1532b9dbd4062591759aa473810eeb9726800a57 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_702630aaca96903d/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": 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 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_702630aaca96903d/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_702630aaca96903d/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..be1bec1f40fe2b3ee260e042b43df3ac2c1c1c0a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_702630aaca96903d/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e4-4f2b-7333-a4a8-198b9f3ce972"} +{"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 \\\"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'.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13733,"cached_input_tokens":12032,"output_tokens":501,"reasoning_output_tokens":322}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_702630aaca96903d/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_702630aaca96903d/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2a87f5497f260e36aca035bfe076ad8c9553d944 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_702630aaca96903d/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"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'."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_702630aaca96903d/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_702630aaca96903d/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/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_761c2e07f7a9e4b3/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..fa5ec2750c325b9adc6bd95d377335e7b7f9f5b3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_761c2e07f7a9e4b3/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": 359, "bytes_utf8": 359, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13509, "cached_input_tokens": 12032, "output_tokens": 249, "reasoning_output_tokens": 146}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_761c2e07f7a9e4b3/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_761c2e07f7a9e4b3/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..b22d878995f49617105fece73f963b933ea4ac9e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_761c2e07f7a9e4b3/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_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/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_761c2e07f7a9e4b3/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..6c6cf4dfa17de5a7551b8788dc639f2512be2754 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_761c2e07f7a9e4b3/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": "2026-05-19T16:03:20.990287+00:00", + "ended_at": "2026-05-19T16:03:28.301404+00:00", + "elapsed_ms": 7311.08, + "prompt_metrics": { + "chars": 4492, + "bytes_utf8": 4492, + "lines": 154, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 703, + "bytes_utf8": 703, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 359, + "bytes_utf8": 359, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13509, + "cached_input_tokens": 12032, + "output_tokens": 249, + "reasoning_output_tokens": 146 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_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_761c2e07f7a9e4b3/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_761c2e07f7a9e4b3/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..024ffd0acadca2222ee3046524e564f3b4f0d7e5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_761c2e07f7a9e4b3/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": 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 + }, + "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_761c2e07f7a9e4b3/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_761c2e07f7a9e4b3/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f7621fe036b16dceb24ce43b49f8969418000809 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_761c2e07f7a9e4b3/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fa-3a24-7740-b030-a0750d050ec4"} +{"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\":\"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.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13509,"cached_input_tokens":12032,"output_tokens":249,"reasoning_output_tokens":146}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_761c2e07f7a9e4b3/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_761c2e07f7a9e4b3/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..379d1749a3436c3bebd34b7cb08de4af41882f49 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_761c2e07f7a9e4b3/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":"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."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_761c2e07f7a9e4b3/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_761c2e07f7a9e4b3/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_7d8581d0c3789765/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_7d8581d0c3789765/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9456625abe389aa2cb119cb50746a52504cf34cb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_7d8581d0c3789765/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 4938, "bytes_utf8": 4938, "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": 666, "bytes_utf8": 666, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13635, "cached_input_tokens": 12672, "output_tokens": 1492, "reasoning_output_tokens": 1286}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_7d8581d0c3789765/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_7d8581d0c3789765/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..19d1eb6176d4bca28ef95c9c2cdab0ead69de3b0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_7d8581d0c3789765/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_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/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_7d8581d0c3789765/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..1114c82fab28d7a20963683e833181e667a00783 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_7d8581d0c3789765/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:33:49.640478+00:00", + "ended_at": "2026-05-19T15:34:27.781436+00:00", + "elapsed_ms": 38140.93, + "prompt_metrics": { + "chars": 4938, + "bytes_utf8": 4938, + "lines": 158, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1066, + "bytes_utf8": 1066, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_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 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_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_7d8581d0c3789765/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_7d8581d0c3789765/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6199cbcfd16379108ae0f033cb37b286898c5b42 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_7d8581d0c3789765/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=V.", + "planned_template_id": "tpl_tpcds_within_group_share", + "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 + }, + "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_7d8581d0c3789765/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_7d8581d0c3789765/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..70bab378d935ae82748e4ffa67a4555a912f6a8b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_7d8581d0c3789765/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40df-32e1-7f43-88c9-dd437edc7a12"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"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.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13635,"cached_input_tokens":12672,"output_tokens":1492,"reasoning_output_tokens":1286}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_7d8581d0c3789765/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_7d8581d0c3789765/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..45bc69c091d330d5be30f0b0ba9251a66e3b9969 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_7d8581d0c3789765/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"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."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_7d8581d0c3789765/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_7d8581d0c3789765/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_8304781769285204/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8304781769285204/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..45efe0bea0a479328d5631d581755d52fd147886 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8304781769285204/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 4946, "bytes_utf8": 4946, "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": 535, "bytes_utf8": 535, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13636, "cached_input_tokens": 12672, "output_tokens": 682, "reasoning_output_tokens": 516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8304781769285204/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8304781769285204/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..64f7a785a1ccc84a1c3cbad206865b6cb1e7813a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8304781769285204/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_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/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8304781769285204/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..2949ea1c27546a6a4657b0a69699415971c5871d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8304781769285204/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:37:29.605240+00:00", + "ended_at": "2026-05-19T15:37:43.569317+00:00", + "elapsed_ms": 13964.05, + "prompt_metrics": { + "chars": 4946, + "bytes_utf8": 4946, + "lines": 158, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 934, + "bytes_utf8": 934, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_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 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_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_8304781769285204/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8304781769285204/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d2652b3db9350df1e7e63ae1744d07e4c120e989 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8304781769285204/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=AT.", + "planned_template_id": "tpl_tpcds_within_group_share", + "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 + }, + "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_8304781769285204/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8304781769285204/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..222ace6218d05c7c684029d1fbc5840bac310079 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8304781769285204/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e2-8df6-7161-b44a-f3b0da2fac8a"} +{"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(\\\"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.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13636,"cached_input_tokens":12672,"output_tokens":682,"reasoning_output_tokens":516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8304781769285204/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8304781769285204/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4f256ea6d1e3cbb528422eb4244fd5a5b3f8ca4c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8304781769285204/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(\"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."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8304781769285204/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8304781769285204/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/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8568df5534019aa5/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c395c5bcf47ae8ce08393faf694b9f01fd91a8d6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8568df5534019aa5/cli/conversation.jsonl @@ -0,0 +1,4 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 4711, "bytes_utf8": 4711, "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": 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": 4711, "bytes_utf8": 4711, "lines": 156, "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": 582, "bytes_utf8": 582, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13562, "cached_input_tokens": 12032, "output_tokens": 469, "reasoning_output_tokens": 302}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8568df5534019aa5/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8568df5534019aa5/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..15ba88233a845749b49af6332e3bcaf0e2b19c60 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8568df5534019aa5/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_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/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8568df5534019aa5/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..214b03de1ad2e6be757dce413cd7c3832f9252fe --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8568df5534019aa5/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": "2026-05-19T16:07:17.906185+00:00", + "ended_at": "2026-05-19T16:07:21.663803+00:00", + "elapsed_ms": 3757.59, + "returncode": 1, + "prompt_metrics": { + "chars": 4711, + "bytes_utf8": 4711, + "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_8568df5534019aa5/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8568df5534019aa5/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..b97f63bfd05aa26bef6b90f24ca7a72cce93fa83 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8568df5534019aa5/cli/sql_attempt_2.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:07:22.666444+00:00", + "ended_at": "2026-05-19T16:07:33.134198+00:00", + "elapsed_ms": 10467.71, + "prompt_metrics": { + "chars": 4711, + "bytes_utf8": 4711, + "lines": 156, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 959, + "bytes_utf8": 959, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_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 + } + }, + "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_8568df5534019aa5/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8568df5534019aa5/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d8afa210ae267c7d265e48241c031d1c3dfd24ad --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8568df5534019aa5/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 filtered_stable_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": 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": "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_8568df5534019aa5/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8568df5534019aa5/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..d8afa210ae267c7d265e48241c031d1c3dfd24ad --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8568df5534019aa5/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 filtered_stable_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": 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": "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_8568df5534019aa5/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8568df5534019aa5/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..acb474ab84930c79959de98799bf3025eba36afd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8568df5534019aa5/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fd-d79c-7a22-b420-f889e8a1e063"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"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_8568df5534019aa5/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8568df5534019aa5/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..bf0ec2a2d38a7d93455b127391a86c4eb60586fa --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8568df5534019aa5/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fd-d79c-7a22-b420-f889e8a1e063"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota 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_8568df5534019aa5/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8568df5534019aa5/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ec6d9f8a7a6c9ce7913cac37be08bb103fad9183 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8568df5534019aa5/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fd-ea5e-7910-a30a-1228ff660493"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"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.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13562,"cached_input_tokens":12032,"output_tokens":469,"reasoning_output_tokens":302}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8568df5534019aa5/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8568df5534019aa5/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..5d7057839cfd56ce449c3ee7cf744f5bae3106c0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8568df5534019aa5/cli/sql_response_attempt_2.txt @@ -0,0 +1 @@ +{"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."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8568df5534019aa5/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8568df5534019aa5/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/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8568df5534019aa5/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_8a4442773630fc97/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8a4442773630fc97/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5e6a1160000c4f088ed801ac9304ec6800145ccb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8a4442773630fc97/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 4627, "bytes_utf8": 4627, "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": 13529, "cached_input_tokens": 12672, "output_tokens": 419, "reasoning_output_tokens": 316}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8a4442773630fc97/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8a4442773630fc97/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..40680c38c4d39546e3860ad45411afd7493c6321 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8a4442773630fc97/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_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/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8a4442773630fc97/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..6cc66a79336a623ea34f74407f2855c66bd3bb90 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8a4442773630fc97/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:40:31.365284+00:00", + "ended_at": "2026-05-19T15:40:41.408270+00:00", + "elapsed_ms": 10042.96, + "prompt_metrics": { + "chars": 4627, + "bytes_utf8": 4627, + "lines": 156, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 746, + "bytes_utf8": 746, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 380, + "bytes_utf8": 380, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13529, + "cached_input_tokens": 12672, + "output_tokens": 419, + "reasoning_output_tokens": 316 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_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_8a4442773630fc97/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8a4442773630fc97/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..fc41af7a53de0d1a68c282d44e74ee200ac191a9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8a4442773630fc97/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 ranked_signal_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": 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 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_8a4442773630fc97/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8a4442773630fc97/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e876f6cd8c1d1e02ca0dbd0b5d07d506aaa64470 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8a4442773630fc97/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e5-5421-70f0-866e-29afacb2bc2f"} +{"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(\\\"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.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13529,"cached_input_tokens":12672,"output_tokens":419,"reasoning_output_tokens":316}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8a4442773630fc97/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8a4442773630fc97/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b5b7e8a57940565e7798ba8b33ab261c84df8a84 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8a4442773630fc97/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"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."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8a4442773630fc97/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8a4442773630fc97/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_8e2fe15419cf5cf5/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8e2fe15419cf5cf5/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..a53a3b76398b3be967cb418309a10188263e9dde --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8e2fe15419cf5cf5/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": "2026-05-19T16:06:27.160020+00:00", + "ended_at": "2026-05-19T16:06:30.200112+00:00", + "elapsed_ms": 3040.06, + "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_8e2fe15419cf5cf5/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8e2fe15419cf5cf5/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..dfea17f7cb28df2cb84a3e6d3c8645700340e8f1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8e2fe15419cf5cf5/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": "2026-05-19T16:06:31.201451+00:00", + "ended_at": "2026-05-19T16:06:34.046286+00:00", + "elapsed_ms": 2844.8, + "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_8e2fe15419cf5cf5/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8e2fe15419cf5cf5/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..110b14dcbf86f2ab9b7e85b5745a58f2c4147563 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8e2fe15419cf5cf5/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": 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 {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_8e2fe15419cf5cf5/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8e2fe15419cf5cf5/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..110b14dcbf86f2ab9b7e85b5745a58f2c4147563 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8e2fe15419cf5cf5/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": 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 {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_8e2fe15419cf5cf5/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8e2fe15419cf5cf5/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..9d56c57470b6ca23f8c3e3e7ff5432bc60ce6d04 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8e2fe15419cf5cf5/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fd-1155-79f0-bf6d-4a2698003e2f"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"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_8e2fe15419cf5cf5/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8e2fe15419cf5cf5/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..dd92ed11445625c21ac57fc028f241325f232cfe --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8e2fe15419cf5cf5/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fd-1155-79f0-bf6d-4a2698003e2f"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota 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_8e2fe15419cf5cf5/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8e2fe15419cf5cf5/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..593ab937390170c449ae8ab1cf2f827901570e8c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8e2fe15419cf5cf5/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fd-211f-75a0-9f67-799ab9b3f16e"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"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_8e2fe15419cf5cf5/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8e2fe15419cf5cf5/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..84b17a42b02900278c73bc9e83552e247d86d800 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8e2fe15419cf5cf5/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fd-211f-75a0-9f67-799ab9b3f16e"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota 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_8e2fe15419cf5cf5/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8e2fe15419cf5cf5/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_8e2fe15419cf5cf5/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8e2fe15419cf5cf5/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_8f176e6f6fba3c00/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8f176e6f6fba3c00/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..02d3fedd0ca4723607f88412bcb217a0e0fb855c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8f176e6f6fba3c00/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 4464, "bytes_utf8": 4464, "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": 255, "bytes_utf8": 255, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13493, "cached_input_tokens": 12672, "output_tokens": 327, "reasoning_output_tokens": 253}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8f176e6f6fba3c00/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8f176e6f6fba3c00/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..ff5379da5e57922b513c8db5d5a3f03ee96df2b5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8f176e6f6fba3c00/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_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/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8f176e6f6fba3c00/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..59f8f424bae7fb9ac8476eaacb92f1e237e0fe39 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8f176e6f6fba3c00/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:32:33.008358+00:00", + "ended_at": "2026-05-19T15:32:49.503216+00:00", + "elapsed_ms": 16494.83, + "prompt_metrics": { + "chars": 4464, + "bytes_utf8": 4464, + "lines": 154, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 938, + "bytes_utf8": 938, + "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": 255, + "bytes_utf8": 255, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13493, + "cached_input_tokens": 12672, + "output_tokens": 327, + "reasoning_output_tokens": 253 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_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_8f176e6f6fba3c00/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8f176e6f6fba3c00/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..bc2be9b79c189bc0680311c661324cbdfc61ed57 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8f176e6f6fba3c00/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_clickbench_group_count", + "template_name": "Grouped Count by Category", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n20", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=V.", + "planned_template_id": "tpl_clickbench_group_count", + "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 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8f176e6f6fba3c00/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8f176e6f6fba3c00/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..1237f5c3c2f950a39095ad53e40a5c514ac0a967 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8f176e6f6fba3c00/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,5 @@ +{"type":"thread.started","thread_id":"019e40de-0787-7881-8855-282fb0cd4108"} +{"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 1993726, Requested 14128. Please try again in 235ms. Visit https://platform.openai.com/account/rate-limits to learn more.)"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"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\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13493,"cached_input_tokens":12672,"output_tokens":327,"reasoning_output_tokens":253}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8f176e6f6fba3c00/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8f176e6f6fba3c00/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..28cc150b121bb10a7889921a211b00e8f3b5c1da --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8f176e6f6fba3c00/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"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\"."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8f176e6f6fba3c00/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_8f176e6f6fba3c00/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_9163d167e88252e8/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_9163d167e88252e8/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..bedd6d57ba4a9b06a34f9a5f55ac41001f5f4d1d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_9163d167e88252e8/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": "2026-05-19T15:59:36.910329+00:00", + "ended_at": "2026-05-19T15:59:39.850034+00:00", + "elapsed_ms": 2939.64, + "returncode": 1, + "prompt_metrics": { + "chars": 4791, + "bytes_utf8": 4791, + "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_9163d167e88252e8/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_9163d167e88252e8/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..a5d68abaad2c80a29fad677d9b1c7c750b692b19 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_9163d167e88252e8/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": "2026-05-19T15:59:40.851540+00:00", + "ended_at": "2026-05-19T15:59:44.009135+00:00", + "elapsed_ms": 3157.56, + "returncode": 1, + "prompt_metrics": { + "chars": 4791, + "bytes_utf8": 4791, + "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_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_9163d167e88252e8/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_9163d167e88252e8/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..083b67734dd222690c579cd056486f049ed215e5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_9163d167e88252e8/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 focused_target_view. 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": 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 + }, + "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_9163d167e88252e8/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_9163d167e88252e8/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..083b67734dd222690c579cd056486f049ed215e5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_9163d167e88252e8/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 focused_target_view. 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": 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 + }, + "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_9163d167e88252e8/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_9163d167e88252e8/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f4a9739d1883301b2ac39e8b39f005279d61c8a9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_9163d167e88252e8/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f6-cee5-7ef1-bdb5-36ef8d6e522d"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"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_9163d167e88252e8/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_9163d167e88252e8/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..65ca93338e1342ef418992d2822eb726c183a694 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_9163d167e88252e8/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f6-cee5-7ef1-bdb5-36ef8d6e522d"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota 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_9163d167e88252e8/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_9163d167e88252e8/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..4e113eb29f7b5e30e36148ad47620db46d8fafe1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_9163d167e88252e8/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f6-de2f-71c1-a05f-c46b3242f26d"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"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_9163d167e88252e8/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_9163d167e88252e8/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..066d4656d418759395006ff522e61ba853e84fde --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_9163d167e88252e8/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f6-de2f-71c1-a05f-c46b3242f26d"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota 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_9163d167e88252e8/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_9163d167e88252e8/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_9163d167e88252e8/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_9163d167e88252e8/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_9444b6a7b0a4d636/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_9444b6a7b0a4d636/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..45e65f70d0c13919cc63ce82941f75cbbd13bf22 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_9444b6a7b0a4d636/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5097, "bytes_utf8": 5097, "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": 13656, "cached_input_tokens": 12672, "output_tokens": 535, "reasoning_output_tokens": 379}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_9444b6a7b0a4d636/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_9444b6a7b0a4d636/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..98d2bdf0387ab524e975364bf9f6d1e12f50690a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_9444b6a7b0a4d636/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_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/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_9444b6a7b0a4d636/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..567381260153a19b5896f10bfc9f2028eeb6a070 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_9444b6a7b0a4d636/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": "2026-05-19T15:49:23.024326+00:00", + "ended_at": "2026-05-19T15:49:36.425558+00:00", + "elapsed_ms": 13401.21, + "prompt_metrics": { + "chars": 5097, + "bytes_utf8": 5097, + "lines": 156, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 925, + "bytes_utf8": 925, + "lines": 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": 13656, + "cached_input_tokens": 12672, + "output_tokens": 535, + "reasoning_output_tokens": 379 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_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_9444b6a7b0a4d636/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_9444b6a7b0a4d636/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a12a3d5017b2b52765c8a673821daa09249b0495 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_9444b6a7b0a4d636/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=RH.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "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 + }, + "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_9444b6a7b0a4d636/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_9444b6a7b0a4d636/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..8b12cc719fde2eee6c005b7cced1a37695c10b0e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_9444b6a7b0a4d636/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ed-70db-7883-b58e-906c1523dcff"} +{"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(\\\"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.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13656,"cached_input_tokens":12672,"output_tokens":535,"reasoning_output_tokens":379}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_9444b6a7b0a4d636/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_9444b6a7b0a4d636/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7781cc73a55d00ca372431d6098bd10cdf94c632 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_9444b6a7b0a4d636/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(\"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."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_9444b6a7b0a4d636/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_9444b6a7b0a4d636/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_9708ac96bf27bb91/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_9708ac96bf27bb91/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..42237d0ac7fc15dbc4ad6739c34732007d6920ce --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_9708ac96bf27bb91/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 4726, "bytes_utf8": 4726, "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": 481, "bytes_utf8": 481, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13573, "cached_input_tokens": 12032, "output_tokens": 387, "reasoning_output_tokens": 248}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_9708ac96bf27bb91/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_9708ac96bf27bb91/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..27a68e80bbea4081da2c7f30c8bebd8d72d01c0e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_9708ac96bf27bb91/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_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/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_9708ac96bf27bb91/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..493dbbc6a6a776d5a18541d65c159ca9a6106624 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_9708ac96bf27bb91/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": "2026-05-19T15:45:45.495411+00:00", + "ended_at": "2026-05-19T15:45:55.270205+00:00", + "elapsed_ms": 9774.77, + "prompt_metrics": { + "chars": 4726, + "bytes_utf8": 4726, + "lines": 154, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 852, + "bytes_utf8": 852, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 481, + "bytes_utf8": 481, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13573, + "cached_input_tokens": 12032, + "output_tokens": 387, + "reasoning_output_tokens": 248 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_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_9708ac96bf27bb91/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_9708ac96bf27bb91/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..78cc6ede5d751f29fbc16b97847e35f123204866 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_9708ac96bf27bb91/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=RH.", + "planned_template_id": "tpl_m4_quantile_tail_slice", + "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 + }, + "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_9708ac96bf27bb91/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_9708ac96bf27bb91/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..72819f3ca2bd1f09282de480736837121fb0d81a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_9708ac96bf27bb91/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ea-1f31-7602-8f49-2aca739ebe5a"} +{"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(\\\"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.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13573,"cached_input_tokens":12032,"output_tokens":387,"reasoning_output_tokens":248}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_9708ac96bf27bb91/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_9708ac96bf27bb91/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d075f509d5748ac0e686d0c15e89916755e01e37 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_9708ac96bf27bb91/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"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."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_9708ac96bf27bb91/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_9708ac96bf27bb91/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_97a52ceb7999c6ad/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_97a52ceb7999c6ad/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f379bed1f868d2c586db556de786469f107b792f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_97a52ceb7999c6ad/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5099, "bytes_utf8": 5099, "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": 724, "bytes_utf8": 724, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13656, "cached_input_tokens": 12672, "output_tokens": 604, "reasoning_output_tokens": 386}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_97a52ceb7999c6ad/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_97a52ceb7999c6ad/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..4b73b5d744df834484c66e77e49761c9e57a868c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_97a52ceb7999c6ad/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_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/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_97a52ceb7999c6ad/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..75515cdf4d296950d0c6c98bfdd303a0b31ab449 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_97a52ceb7999c6ad/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": "2026-05-19T15:46:07.086124+00:00", + "ended_at": "2026-05-19T15:46:26.671957+00:00", + "elapsed_ms": 19585.79, + "prompt_metrics": { + "chars": 5099, + "bytes_utf8": 5099, + "lines": 156, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1819, + "bytes_utf8": 1819, + "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": 724, + "bytes_utf8": 724, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13656, + "cached_input_tokens": 12672, + "output_tokens": 604, + "reasoning_output_tokens": 386 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_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_97a52ceb7999c6ad/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_97a52ceb7999c6ad/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..16af50598c5ac4be96f2a198cd5064e44d5a8d76 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_97a52ceb7999c6ad/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=AT.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "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 + }, + "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_97a52ceb7999c6ad/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_97a52ceb7999c6ad/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..cc1762d386fba9d2b2b5925094d3b07f25351a24 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_97a52ceb7999c6ad/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,6 @@ +{"type":"thread.started","thread_id":"019e40ea-7381-7032-8376-a071b18fca4f"} +{"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 14291. Please try again in 428ms. 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 14291. Please try again in 428ms. 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(\\\"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.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13656,"cached_input_tokens":12672,"output_tokens":604,"reasoning_output_tokens":386}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_97a52ceb7999c6ad/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_97a52ceb7999c6ad/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1a9851c2391a3579b14e81ffbe61e3d56106c40d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_97a52ceb7999c6ad/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(\"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."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_97a52ceb7999c6ad/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_97a52ceb7999c6ad/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_97e99ee94c275988/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_97e99ee94c275988/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..44a27a922301e0574e7ee67c38658f035d0819a6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_97e99ee94c275988/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5361, "bytes_utf8": 5361, "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": 732, "bytes_utf8": 732, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13733, "cached_input_tokens": 12672, "output_tokens": 861, "reasoning_output_tokens": 658}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_97e99ee94c275988/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_97e99ee94c275988/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..7bc45ad05e420dad432eb2dc16bc012f2e55c77b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_97e99ee94c275988/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_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/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_97e99ee94c275988/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..c43377883aa2ae3e9236ed50abc6274da1155d0f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_97e99ee94c275988/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:38:25.525541+00:00", + "ended_at": "2026-05-19T15:38:45.965150+00:00", + "elapsed_ms": 20439.58, + "prompt_metrics": { + "chars": 5361, + "bytes_utf8": 5361, + "lines": 159, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1105, + "bytes_utf8": 1105, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_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 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_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_97e99ee94c275988/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_97e99ee94c275988/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c2897f9876843d060d218199d4f4a691f89da906 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_97e99ee94c275988/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": 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},\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_97e99ee94c275988/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_97e99ee94c275988/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..1433b0f86a3cf97f68d05c0a5b2ba0c700f5bb34 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_97e99ee94c275988/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e3-6887-78a1-aee5-1a22df49cd78"} +{"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 \\\"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.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13733,"cached_input_tokens":12672,"output_tokens":861,"reasoning_output_tokens":658}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_97e99ee94c275988/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_97e99ee94c275988/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a27b3517c970801254721e11e2263d91848b1045 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_97e99ee94c275988/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"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."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_97e99ee94c275988/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_97e99ee94c275988/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_983f10348a1043ec/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_983f10348a1043ec/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6e3f1711faf0b67cbf9ab55f599b92d6f931b6d9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_983f10348a1043ec/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 4719, "bytes_utf8": 4719, "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": 2016, "bytes_utf8": 2016, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13556, "cached_input_tokens": 12032, "output_tokens": 4087, "reasoning_output_tokens": 3355}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_983f10348a1043ec/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_983f10348a1043ec/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..b37aa10a9d37f561df13521204e9dc5eb8c32191 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_983f10348a1043ec/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_983f10348a1043ec", + "api_calls": 0, + "input_tokens": 13556, + "cached_input_tokens": 12032, + "output_tokens": 4087, + "total_tokens": 17643, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 57941.31, + "sql_execution_elapsed_ms_total": 67.17, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_983f10348a1043ec/cli/conversation.jsonl", + "note": "Executed through a 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_983f10348a1043ec/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_983f10348a1043ec/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..97392c843ed641844d369316e3103d722dc376be --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_983f10348a1043ec/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": "2026-05-19T15:56:36.494854+00:00", + "ended_at": "2026-05-19T15:57:34.436198+00:00", + "elapsed_ms": 57941.31, + "prompt_metrics": { + "chars": 4719, + "bytes_utf8": 4719, + "lines": 156, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 2737, + "bytes_utf8": 2737, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 2016, + "bytes_utf8": 2016, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13556, + "cached_input_tokens": 12032, + "output_tokens": 4087, + "reasoning_output_tokens": 3355 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_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_983f10348a1043ec/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_983f10348a1043ec/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3f5e1862e284dfe49433aaac3614d1157ed0e924 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_983f10348a1043ec/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=RH.", + "planned_template_id": "tpl_grouped_percentile_point", + "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 {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_983f10348a1043ec/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_983f10348a1043ec/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..adcab1b7fb559b9eb5bb16d2a330b00fe0e40cab --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_983f10348a1043ec/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f4-0e26-7f51-84c7-ba47bb9210f6"} +{"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\\\",\\n CAST(\\\"RH\\\" AS REAL) AS \\\"RH\\\"\\n FROM \\\"n20\\\"\\n WHERE \\\"V\\\" IS NOT NULL\\n AND \\\"RH\\\" IS NOT NULL\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"V\\\",\\n \\\"RH\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"V\\\" ORDER BY \\\"RH\\\") AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"V\\\") AS \\\"cnt\\\"\\n FROM \\\"base\\\"\\n),\\n\\\"group_params\\\" AS (\\n SELECT\\n \\\"V\\\",\\n MAX(\\\"cnt\\\") AS \\\"cnt\\\",\\n 1.0 + 0.9 * (MAX(\\\"cnt\\\") - 1) AS \\\"target_rn\\\",\\n CAST(1.0 + 0.9 * (MAX(\\\"cnt\\\") - 1) AS INTEGER) AS \\\"lo_rn\\\",\\n CASE\\n WHEN (1.0 + 0.9 * (MAX(\\\"cnt\\\") - 1)) = CAST(1.0 + 0.9 * (MAX(\\\"cnt\\\") - 1) AS INTEGER)\\n THEN CAST(1.0 + 0.9 * (MAX(\\\"cnt\\\") - 1) AS INTEGER)\\n ELSE CAST(1.0 + 0.9 * (MAX(\\\"cnt\\\") - 1) AS INTEGER) + 1\\n END AS \\\"hi_rn\\\"\\n FROM \\\"ranked\\\"\\n GROUP BY \\\"V\\\"\\n HAVING MAX(\\\"cnt\\\") >= 5\\n),\\n\\\"percentile_points\\\" AS (\\n SELECT\\n \\\"g\\\".\\\"V\\\" AS \\\"V\\\",\\n MAX(CASE WHEN \\\"r\\\".\\\"rn\\\" = \\\"g\\\".\\\"lo_rn\\\" THEN \\\"r\\\".\\\"RH\\\" END) AS \\\"lo_val\\\",\\n MAX(CASE WHEN \\\"r\\\".\\\"rn\\\" = \\\"g\\\".\\\"hi_rn\\\" THEN \\\"r\\\".\\\"RH\\\" END) AS \\\"hi_val\\\",\\n MAX(\\\"g\\\".\\\"target_rn\\\") AS \\\"target_rn\\\",\\n MAX(\\\"g\\\".\\\"lo_rn\\\") AS \\\"lo_rn\\\",\\n MAX(\\\"g\\\".\\\"hi_rn\\\") AS \\\"hi_rn\\\"\\n FROM \\\"group_params\\\" AS \\\"g\\\"\\n JOIN \\\"ranked\\\" AS \\\"r\\\"\\n ON \\\"r\\\".\\\"V\\\" = \\\"g\\\".\\\"V\\\"\\n GROUP BY \\\"g\\\".\\\"V\\\"\\n)\\nSELECT\\n \\\"V\\\",\\n CASE\\n WHEN \\\"lo_rn\\\" = \\\"hi_rn\\\" THEN \\\"lo_val\\\"\\n ELSE \\\"lo_val\\\" + (\\\"target_rn\\\" - \\\"lo_rn\\\") * (\\\"hi_val\\\" - \\\"lo_val\\\")\\n END AS \\\"percentile_measure\\\"\\nFROM \\\"percentile_points\\\"\\nORDER BY \\\"percentile_measure\\\" DESC, \\\"V\\\" ASC\\nLIMIT 11;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this emulates the 90th percentile of \\\"RH\\\" within each \\\"V\\\" group using ordered ranks and linear interpolation after casting the TEXT columns to REAL. It also applies the bound minimum group size of 5 and returns the top 11 groups by percentile value.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13556,"cached_input_tokens":12032,"output_tokens":4087,"reasoning_output_tokens":3355}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_983f10348a1043ec/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_983f10348a1043ec/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f1990add919049636d43b67c48d463020ac4ff3a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_983f10348a1043ec/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(\"RH\" AS REAL) AS \"RH\"\n FROM \"n20\"\n WHERE \"V\" IS NOT NULL\n AND \"RH\" IS NOT NULL\n),\n\"ranked\" AS (\n SELECT\n \"V\",\n \"RH\",\n ROW_NUMBER() OVER (PARTITION BY \"V\" ORDER BY \"RH\") AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"V\") AS \"cnt\"\n FROM \"base\"\n),\n\"group_params\" AS (\n SELECT\n \"V\",\n MAX(\"cnt\") AS \"cnt\",\n 1.0 + 0.9 * (MAX(\"cnt\") - 1) AS \"target_rn\",\n CAST(1.0 + 0.9 * (MAX(\"cnt\") - 1) AS INTEGER) AS \"lo_rn\",\n CASE\n WHEN (1.0 + 0.9 * (MAX(\"cnt\") - 1)) = CAST(1.0 + 0.9 * (MAX(\"cnt\") - 1) AS INTEGER)\n THEN CAST(1.0 + 0.9 * (MAX(\"cnt\") - 1) AS INTEGER)\n ELSE CAST(1.0 + 0.9 * (MAX(\"cnt\") - 1) AS INTEGER) + 1\n END AS \"hi_rn\"\n FROM \"ranked\"\n GROUP BY \"V\"\n HAVING MAX(\"cnt\") >= 5\n),\n\"percentile_points\" AS (\n SELECT\n \"g\".\"V\" AS \"V\",\n MAX(CASE WHEN \"r\".\"rn\" = \"g\".\"lo_rn\" THEN \"r\".\"RH\" END) AS \"lo_val\",\n MAX(CASE WHEN \"r\".\"rn\" = \"g\".\"hi_rn\" THEN \"r\".\"RH\" END) AS \"hi_val\",\n MAX(\"g\".\"target_rn\") AS \"target_rn\",\n MAX(\"g\".\"lo_rn\") AS \"lo_rn\",\n MAX(\"g\".\"hi_rn\") AS \"hi_rn\"\n FROM \"group_params\" AS \"g\"\n JOIN \"ranked\" AS \"r\"\n ON \"r\".\"V\" = \"g\".\"V\"\n GROUP BY \"g\".\"V\"\n)\nSELECT\n \"V\",\n CASE\n WHEN \"lo_rn\" = \"hi_rn\" THEN \"lo_val\"\n ELSE \"lo_val\" + (\"target_rn\" - \"lo_rn\") * (\"hi_val\" - \"lo_val\")\n END AS \"percentile_measure\"\nFROM \"percentile_points\"\nORDER BY \"percentile_measure\" DESC, \"V\" ASC\nLIMIT 11;","notes":"SQLite does not support PERCENTILE_CONT, so this emulates the 90th percentile of \"RH\" within each \"V\" group using ordered ranks and linear interpolation after casting the TEXT columns to REAL. It also applies the bound minimum group size of 5 and returns the top 11 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_983f10348a1043ec/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_983f10348a1043ec/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_99befe28059bced8/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_99befe28059bced8/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c0a78882831defa8f707a02528ed8f511066e43a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_99befe28059bced8/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 4463, "bytes_utf8": 4463, "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": 265, "bytes_utf8": 265, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13493, "cached_input_tokens": 12032, "output_tokens": 463, "reasoning_output_tokens": 385}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_99befe28059bced8/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_99befe28059bced8/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..f5c5870920da3975801b6e0c8b223f48bbc82ef0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_99befe28059bced8/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_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/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_99befe28059bced8/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..a951cffc1b1d613c7de6b1a05c4f9151166ef11c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_99befe28059bced8/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": "2026-05-19T15:31:57.239673+00:00", + "ended_at": "2026-05-19T15:32:14.646386+00:00", + "elapsed_ms": 17406.68, + "prompt_metrics": { + "chars": 4463, + "bytes_utf8": 4463, + "lines": 154, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 956, + "bytes_utf8": 956, + "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": 265, + "bytes_utf8": 265, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13493, + "cached_input_tokens": 12032, + "output_tokens": 463, + "reasoning_output_tokens": 385 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_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_99befe28059bced8/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_99befe28059bced8/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6aef0288e8217e57280210a3a8f7a459f87f8812 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_99befe28059bced8/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_clickbench_group_count", + "template_name": "Grouped Count by Category", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n20", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=V.", + "planned_template_id": "tpl_clickbench_group_count", + "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 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_99befe28059bced8/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_99befe28059bced8/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..7fdd8fd59d0b161d596bc9df7d2b33b9f0507f72 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_99befe28059bced8/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,5 @@ +{"type":"thread.started","thread_id":"019e40dd-7bca-7b12-add3-ca44b060396e"} +{"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 1995150, Requested 14128. Please try again in 278ms. Visit https://platform.openai.com/account/rate-limits to learn more.)"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"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\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13493,"cached_input_tokens":12032,"output_tokens":463,"reasoning_output_tokens":385}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_99befe28059bced8/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_99befe28059bced8/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e813cf0e750083c96d95e065951ae3cc02ec509c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_99befe28059bced8/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"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\"."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_99befe28059bced8/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_99befe28059bced8/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_9a41fd906e0e876c/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_9a41fd906e0e876c/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d195b09cf7adf60f0841c223cea3c4a7796b5fcc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_9a41fd906e0e876c/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 4630, "bytes_utf8": 4630, "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": 414, "bytes_utf8": 414, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13530, "cached_input_tokens": 12672, "output_tokens": 972, "reasoning_output_tokens": 855}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_9a41fd906e0e876c/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_9a41fd906e0e876c/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..d2486139956a32ac4d5f81fc9bc07be7cbc270f6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_9a41fd906e0e876c/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_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/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_9a41fd906e0e876c/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..1cff2e4cad931e80cbca8bd8bffa7aa7190f8822 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_9a41fd906e0e876c/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": "2026-05-19T15:41:51.156362+00:00", + "ended_at": "2026-05-19T15:42:09.769222+00:00", + "elapsed_ms": 18612.83, + "prompt_metrics": { + "chars": 4630, + "bytes_utf8": 4630, + "lines": 156, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 783, + "bytes_utf8": 783, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 414, + "bytes_utf8": 414, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13530, + "cached_input_tokens": 12672, + "output_tokens": 972, + "reasoning_output_tokens": 855 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_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_9a41fd906e0e876c/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_9a41fd906e0e876c/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0467af54d1976ec6975f51ff0f6168c343c802c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_9a41fd906e0e876c/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": 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 + }, + "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_9a41fd906e0e876c/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_9a41fd906e0e876c/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..6c55db92fb9fc8d8a6bb60486e64230c1b3f03a5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_9a41fd906e0e876c/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e6-8bc3-7521-b964-fefa6f1113e7"} +{"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\\\"\\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.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13530,"cached_input_tokens":12672,"output_tokens":972,"reasoning_output_tokens":855}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_9a41fd906e0e876c/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_9a41fd906e0e876c/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..de5aae8ee4091f912649561037bf1067c4e92b57 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_9a41fd906e0e876c/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":"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."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_9a41fd906e0e876c/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_9a41fd906e0e876c/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_9bf908a8beee94cf/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_9bf908a8beee94cf/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5c53ab3e9371b16b20e94d25bef06adccc466142 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_9bf908a8beee94cf/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5099, "bytes_utf8": 5099, "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": 622, "bytes_utf8": 622, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13656, "cached_input_tokens": 12672, "output_tokens": 325, "reasoning_output_tokens": 159}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_9bf908a8beee94cf/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_9bf908a8beee94cf/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..a5961589b6f111403b30a64124522b72f738f8f8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_9bf908a8beee94cf/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_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/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_9bf908a8beee94cf/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..697d84e4ba555eb44abbb90923a68388a72c0c21 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_9bf908a8beee94cf/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": "2026-05-19T15:50:12.556813+00:00", + "ended_at": "2026-05-19T15:50:23.108936+00:00", + "elapsed_ms": 10552.09, + "prompt_metrics": { + "chars": 5099, + "bytes_utf8": 5099, + "lines": 156, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 989, + "bytes_utf8": 989, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_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 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_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_9bf908a8beee94cf/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_9bf908a8beee94cf/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f079e1b089b261ba7cb3992c0fd46da2437b93ef --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_9bf908a8beee94cf/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=AT.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "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": "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_9bf908a8beee94cf/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_9bf908a8beee94cf/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..aadec56e15a1047f3b5ffe8dfde5b9bd13fe9aa9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_9bf908a8beee94cf/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ee-3255-7751-b8f6-3b93a53a9a59"} +{"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 * 0.05\\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.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13656,"cached_input_tokens":12672,"output_tokens":325,"reasoning_output_tokens":159}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_9bf908a8beee94cf/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_9bf908a8beee94cf/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1677fbee01a83f787129a32e273af9cdeb493f60 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_9bf908a8beee94cf/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 * 0.05\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."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_9bf908a8beee94cf/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_9bf908a8beee94cf/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/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_9e9c660d7f58083b/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..3bc923b09064872b3950f7dd5c050210af9c57bd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_9e9c660d7f58083b/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": "2026-05-19T15:57:34.508735+00:00", + "ended_at": "2026-05-19T15:57:38.591769+00:00", + "elapsed_ms": 4083.01, + "returncode": 1, + "prompt_metrics": { + "chars": 4725, + "bytes_utf8": 4725, + "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_9e9c660d7f58083b/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_9e9c660d7f58083b/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..38bb090138adae40c2a49c5e80d605ad0fc918b1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_9e9c660d7f58083b/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": "2026-05-19T15:57:39.593758+00:00", + "ended_at": "2026-05-19T15:57:42.903216+00:00", + "elapsed_ms": 3309.41, + "returncode": 1, + "prompt_metrics": { + "chars": 4725, + "bytes_utf8": 4725, + "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_9e9c660d7f58083b/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_9e9c660d7f58083b/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c4e1a5c9dbd7c3d80cd5c9cded140d5050f2928d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_9e9c660d7f58083b/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=RH.", + "planned_template_id": "tpl_grouped_percentile_point", + "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 + }, + "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_9e9c660d7f58083b/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_9e9c660d7f58083b/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..c4e1a5c9dbd7c3d80cd5c9cded140d5050f2928d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_9e9c660d7f58083b/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 focused_target_view. Focus on group_col=V, measure_col=RH.", + "planned_template_id": "tpl_grouped_percentile_point", + "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 + }, + "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_9e9c660d7f58083b/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_9e9c660d7f58083b/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..9b670172ecda08e3bfb33f72cc08138d1e72afbe --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_9e9c660d7f58083b/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f4-f0c7-70b3-a4c8-796652a8d979"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"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_9e9c660d7f58083b/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_9e9c660d7f58083b/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..31cf296dff83cd33351378f263b0c5a3d9d199a0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_9e9c660d7f58083b/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f4-f0c7-70b3-a4c8-796652a8d979"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota 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_9e9c660d7f58083b/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_9e9c660d7f58083b/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b2a17783c1d04cdb02ad965319b90430085b0dd1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_9e9c660d7f58083b/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f5-0498-7471-9503-237f61987dfa"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"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_9e9c660d7f58083b/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_9e9c660d7f58083b/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..77329dd98c0ae3cf564d946e0ba62299774790e8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_9e9c660d7f58083b/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f5-0498-7471-9503-237f61987dfa"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota 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_9e9c660d7f58083b/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_9e9c660d7f58083b/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/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_9e9c660d7f58083b/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_9ecd58463b355ca1/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_9ecd58463b355ca1/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e71cc470252e0265e6a2c97601b7b0632fadb429 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_9ecd58463b355ca1/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": 438, "bytes_utf8": 438, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13530, "cached_input_tokens": 12032, "output_tokens": 494, "reasoning_output_tokens": 377}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_9ecd58463b355ca1/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_9ecd58463b355ca1/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..53d4a3c2e51d0b2a15eb5e4dba07659d76f848b7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_9ecd58463b355ca1/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_9ecd58463b355ca1", + "api_calls": 0, + "input_tokens": 13530, + "cached_input_tokens": 12032, + "output_tokens": 494, + "total_tokens": 14024, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11339.36, + "sql_execution_elapsed_ms_total": 25.11, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_9ecd58463b355ca1/cli/conversation.jsonl", + "note": "Executed through a 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_9ecd58463b355ca1/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_9ecd58463b355ca1/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..1b7d6c15bb1f233bf41bf5747c2983eedb8a03a8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_9ecd58463b355ca1/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:42:09.806376+00:00", + "ended_at": "2026-05-19T15:42:21.145771+00:00", + "elapsed_ms": 11339.36, + "prompt_metrics": { + "chars": 4628, + "bytes_utf8": 4628, + "lines": 156, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 805, + "bytes_utf8": 805, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 438, + "bytes_utf8": 438, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13530, + "cached_input_tokens": 12032, + "output_tokens": 494, + "reasoning_output_tokens": 377 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_9ecd58463b355ca1/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_9ecd58463b355ca1/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b75e40165bad869bc56e796c81d067f9d38207d6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_9ecd58463b355ca1/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": 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 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_9ecd58463b355ca1/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_9ecd58463b355ca1/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..11cfc10bb4d25cc8255872ef6a9aae9af2b3bcd9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_9ecd58463b355ca1/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e6-d4b9-7fc2-9310-42848e199448"} +{"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\\\"\\nORDER BY \\\"avg_measure\\\" DESC;\",\"notes\":\"Applied the Window Partition Average template with group_col=\\\"V\\\" and measure_col=\\\"AT\\\". Cast both text-backed numeric columns to REAL for SQLite-compatible numeric grouping and averaging.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13530,"cached_input_tokens":12032,"output_tokens":494,"reasoning_output_tokens":377}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_9ecd58463b355ca1/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_9ecd58463b355ca1/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..98c6d56eb323d9c0fddc4783889b774beb683018 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_9ecd58463b355ca1/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\"\nORDER BY \"avg_measure\" DESC;","notes":"Applied the Window Partition Average template with group_col=\"V\" and measure_col=\"AT\". Cast both text-backed numeric columns to REAL for SQLite-compatible numeric grouping and averaging."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_9ecd58463b355ca1/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_9ecd58463b355ca1/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_a4256f5d8dbce058/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_a4256f5d8dbce058/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..18b8d48fc91cdccec0fbc77ffb415a56408751a1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_a4256f5d8dbce058/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:56:28.297522+00:00", + "ended_at": "2026-05-19T15:56:32.474345+00:00", + "elapsed_ms": 4176.8, + "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_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_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_a4256f5d8dbce058/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_a4256f5d8dbce058/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d1cdb493792258e2bada7d48b97704928c1b5bfd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_a4256f5d8dbce058/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=AP.", + "planned_template_id": "tpl_grouped_percentile_point", + "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 + }, + "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_a4256f5d8dbce058/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_a4256f5d8dbce058/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..d1cdb493792258e2bada7d48b97704928c1b5bfd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_a4256f5d8dbce058/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=AP.", + "planned_template_id": "tpl_grouped_percentile_point", + "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 + }, + "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_a4256f5d8dbce058/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_a4256f5d8dbce058/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..07ef4d1c89455648af58d12bbebdd3fa61f32c6b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_a4256f5d8dbce058/cli/sql_response_attempt_1.raw.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."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_a4256f5d8dbce058/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_a4256f5d8dbce058/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b2a936320f1532b64bac4401265c3ef5f4fe1ec4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_a4256f5d8dbce058/cli/sql_response_attempt_2.raw.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."}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_a4256f5d8dbce058/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_a4256f5d8dbce058/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_a5f48d586aae51b5/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_a5f48d586aae51b5/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..9689be7d720ff96ee2227ebdf70e02e9d35dea0b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_a5f48d586aae51b5/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": "2026-05-19T16:02:13.157466+00:00", + "ended_at": "2026-05-19T16:02:16.242110+00:00", + "elapsed_ms": 3084.62, + "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_a5f48d586aae51b5/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_a5f48d586aae51b5/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..2f44c5a7f91fbd5190c8249f24a0390f0208b25a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_a5f48d586aae51b5/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": "2026-05-19T16:02:17.243615+00:00", + "ended_at": "2026-05-19T16:02:20.352578+00:00", + "elapsed_ms": 3108.93, + "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_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_a5f48d586aae51b5/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_a5f48d586aae51b5/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..398a83fb9304144094ad8b0811a8c286fc3c68fd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_a5f48d586aae51b5/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": 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 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_a5f48d586aae51b5/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_a5f48d586aae51b5/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..398a83fb9304144094ad8b0811a8c286fc3c68fd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_a5f48d586aae51b5/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": 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 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_a5f48d586aae51b5/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_a5f48d586aae51b5/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..1f4eebcda78cc50ce12104c09a72f15f2016aeda --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_a5f48d586aae51b5/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f9-311e-70d2-8daa-5a5bb54ecb26"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"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_a5f48d586aae51b5/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_a5f48d586aae51b5/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..83f2362017f9873ae33b46277c04fb8bea32220f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_a5f48d586aae51b5/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f9-311e-70d2-8daa-5a5bb54ecb26"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota 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_a5f48d586aae51b5/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_a5f48d586aae51b5/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..78e346af8ab406b1fbde7e1bfaa47d27a350fc5b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_a5f48d586aae51b5/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f9-4121-7ca1-a396-9eda004227df"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"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_a5f48d586aae51b5/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_a5f48d586aae51b5/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..f7fef4f13ff85b88540e8dfc833db41897765c26 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_a5f48d586aae51b5/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f9-4121-7ca1-a396-9eda004227df"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota 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_a5f48d586aae51b5/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_a5f48d586aae51b5/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_a5f48d586aae51b5/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_a5f48d586aae51b5/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_a74798af55d7cb2d/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_a74798af55d7cb2d/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..397cc2b9059139dc310bd8ab7d461901a98937b8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_a74798af55d7cb2d/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 4719, "bytes_utf8": 4719, "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": 1689, "bytes_utf8": 1689, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13556, "cached_input_tokens": 12672, "output_tokens": 3171, "reasoning_output_tokens": 2588}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_a74798af55d7cb2d/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_a74798af55d7cb2d/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..021fda63c52942b7afe043ac2906f8b715a4f1cc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_a74798af55d7cb2d/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_a74798af55d7cb2d", + "api_calls": 0, + "input_tokens": 13556, + "cached_input_tokens": 12672, + "output_tokens": 3171, + "total_tokens": 16727, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 47134.09, + "sql_execution_elapsed_ms_total": 43.27, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_a74798af55d7cb2d/cli/conversation.jsonl", + "note": "Executed through a 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_a74798af55d7cb2d/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_a74798af55d7cb2d/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..aae2e41a5f228389b1a24df563ac4698ba1afe51 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_a74798af55d7cb2d/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:54:12.428708+00:00", + "ended_at": "2026-05-19T15:54:59.562836+00:00", + "elapsed_ms": 47134.09, + "prompt_metrics": { + "chars": 4719, + "bytes_utf8": 4719, + "lines": 156, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 2265, + "bytes_utf8": 2265, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 1689, + "bytes_utf8": 1689, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13556, + "cached_input_tokens": 12672, + "output_tokens": 3171, + "reasoning_output_tokens": 2588 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_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_a74798af55d7cb2d/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_a74798af55d7cb2d/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ed371743208a8dff86500f57204c49c8e75c5f35 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_a74798af55d7cb2d/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=RH.", + "planned_template_id": "tpl_grouped_percentile_point", + "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 + }, + "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_a74798af55d7cb2d/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_a74798af55d7cb2d/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..256d62f4452fa1d22c5cb94cad12e487e009b1cf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_a74798af55d7cb2d/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f1-db5e-7fb1-a10d-ef4b710b3f3a"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n CAST(NULLIF(\\\"V\\\", '') AS REAL) AS \\\"V\\\",\\n CAST(NULLIF(\\\"RH\\\", '') AS REAL) AS \\\"RH\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY CAST(NULLIF(\\\"V\\\", '') AS REAL)\\n ORDER BY CAST(NULLIF(\\\"RH\\\", '') AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY CAST(NULLIF(\\\"V\\\", '') AS REAL)\\n ) AS \\\"cnt\\\"\\n FROM \\\"n20\\\"\\n WHERE NULLIF(\\\"V\\\", '') IS NOT NULL\\n AND NULLIF(\\\"RH\\\", '') IS NOT NULL\\n),\\n\\\"scored\\\" AS (\\n SELECT\\n \\\"V\\\",\\n \\\"RH\\\",\\n \\\"rn\\\",\\n \\\"cnt\\\",\\n (1.0 + 0.9 * (\\\"cnt\\\" - 1)) AS \\\"pos\\\",\\n CAST(1.0 + 0.9 * (\\\"cnt\\\" - 1) AS INTEGER) AS \\\"lower_rn\\\",\\n CAST(1.0 + 0.9 * (\\\"cnt\\\" - 1) AS INTEGER)\\n + CASE\\n WHEN (1.0 + 0.9 * (\\\"cnt\\\" - 1)) > CAST(1.0 + 0.9 * (\\\"cnt\\\" - 1) AS INTEGER) THEN 1\\n ELSE 0\\n END AS \\\"upper_rn\\\"\\n FROM \\\"ranked\\\"\\n)\\nSELECT\\n \\\"V\\\",\\n CASE\\n WHEN MAX(\\\"lower_rn\\\") = MAX(\\\"upper_rn\\\") THEN\\n MAX(CASE WHEN \\\"rn\\\" = \\\"lower_rn\\\" THEN \\\"RH\\\" END)\\n ELSE\\n MAX(CASE WHEN \\\"rn\\\" = \\\"lower_rn\\\" THEN \\\"RH\\\" END) * (MAX(\\\"upper_rn\\\") - MAX(\\\"pos\\\"))\\n + MAX(CASE WHEN \\\"rn\\\" = \\\"upper_rn\\\" THEN \\\"RH\\\" END) * (MAX(\\\"pos\\\") - MAX(\\\"lower_rn\\\"))\\n END AS \\\"percentile_measure\\\"\\nFROM \\\"scored\\\"\\nGROUP BY \\\"V\\\"\\nHAVING MAX(\\\"cnt\\\") >= 5\\nORDER BY \\\"percentile_measure\\\" DESC, \\\"V\\\" ASC\\nLIMIT 12;\",\"notes\":\"Emulates SQLite-compatible PERCENTILE_CONT(0.9) for grouped \\\"V\\\" over numeric \\\"RH\\\" by casting text columns to REAL, applying linear interpolation within each group, filtering to groups with at least 5 rows, and returning the top 12 ranked groups.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13556,"cached_input_tokens":12672,"output_tokens":3171,"reasoning_output_tokens":2588}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_a74798af55d7cb2d/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_a74798af55d7cb2d/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..55d44dc375c667335e512c343aff013cc1bc5903 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_a74798af55d7cb2d/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n CAST(NULLIF(\"V\", '') AS REAL) AS \"V\",\n CAST(NULLIF(\"RH\", '') AS REAL) AS \"RH\",\n ROW_NUMBER() OVER (\n PARTITION BY CAST(NULLIF(\"V\", '') AS REAL)\n ORDER BY CAST(NULLIF(\"RH\", '') AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY CAST(NULLIF(\"V\", '') AS REAL)\n ) AS \"cnt\"\n FROM \"n20\"\n WHERE NULLIF(\"V\", '') IS NOT NULL\n AND NULLIF(\"RH\", '') IS NOT NULL\n),\n\"scored\" AS (\n SELECT\n \"V\",\n \"RH\",\n \"rn\",\n \"cnt\",\n (1.0 + 0.9 * (\"cnt\" - 1)) AS \"pos\",\n CAST(1.0 + 0.9 * (\"cnt\" - 1) AS INTEGER) AS \"lower_rn\",\n CAST(1.0 + 0.9 * (\"cnt\" - 1) AS INTEGER)\n + CASE\n WHEN (1.0 + 0.9 * (\"cnt\" - 1)) > CAST(1.0 + 0.9 * (\"cnt\" - 1) AS INTEGER) THEN 1\n ELSE 0\n END AS \"upper_rn\"\n FROM \"ranked\"\n)\nSELECT\n \"V\",\n CASE\n WHEN MAX(\"lower_rn\") = MAX(\"upper_rn\") THEN\n MAX(CASE WHEN \"rn\" = \"lower_rn\" THEN \"RH\" END)\n ELSE\n MAX(CASE WHEN \"rn\" = \"lower_rn\" THEN \"RH\" END) * (MAX(\"upper_rn\") - MAX(\"pos\"))\n + MAX(CASE WHEN \"rn\" = \"upper_rn\" THEN \"RH\" END) * (MAX(\"pos\") - MAX(\"lower_rn\"))\n END AS \"percentile_measure\"\nFROM \"scored\"\nGROUP BY \"V\"\nHAVING MAX(\"cnt\") >= 5\nORDER BY \"percentile_measure\" DESC, \"V\" ASC\nLIMIT 12;","notes":"Emulates SQLite-compatible PERCENTILE_CONT(0.9) for grouped \"V\" over numeric \"RH\" by casting text columns to REAL, applying linear interpolation within each group, filtering to groups with at least 5 rows, and returning the top 12 ranked groups."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_a74798af55d7cb2d/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_a74798af55d7cb2d/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/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_a91b749dba55cd9e/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..a3fe8d22e3e241e5e9205464134f9c891ef62f67 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_a91b749dba55cd9e/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": "2026-05-19T16:05:36.218734+00:00", + "ended_at": "2026-05-19T16:05:39.143614+00:00", + "elapsed_ms": 2924.85, + "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_a91b749dba55cd9e/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_a91b749dba55cd9e/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..1b332579b90dc5f0f49bdede5bc3c98d1d73c75e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_a91b749dba55cd9e/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": "2026-05-19T16:05:40.145584+00:00", + "ended_at": "2026-05-19T16:05:43.143312+00:00", + "elapsed_ms": 2997.68, + "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_a91b749dba55cd9e/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_a91b749dba55cd9e/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..dd0bff50f17a8486320b2c1c5b5d49b026c3bff7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_a91b749dba55cd9e/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": 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}, 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_a91b749dba55cd9e/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_a91b749dba55cd9e/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..dd0bff50f17a8486320b2c1c5b5d49b026c3bff7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_a91b749dba55cd9e/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": 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}, 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_a91b749dba55cd9e/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_a91b749dba55cd9e/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..7e0f90acca643b7e06956b9c757f05dd0d148608 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_a91b749dba55cd9e/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fc-4a5c-7db0-ac85-904a1840b037"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"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_a91b749dba55cd9e/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_a91b749dba55cd9e/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1fe83bbfd43d557359cbf47a949f96f320b8b54b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_a91b749dba55cd9e/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fc-4a5c-7db0-ac85-904a1840b037"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota 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_a91b749dba55cd9e/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_a91b749dba55cd9e/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..682a98da16607c1f00732c5931eb6f4e91486b9a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_a91b749dba55cd9e/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fc-59bd-7480-bf80-cfb0d7ba383e"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"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_a91b749dba55cd9e/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_a91b749dba55cd9e/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..533d82b5a4b0a4d8c35f3fe37fddebea4fa780ee --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_a91b749dba55cd9e/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fc-59bd-7480-bf80-cfb0d7ba383e"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota 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_a91b749dba55cd9e/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_a91b749dba55cd9e/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/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_a91b749dba55cd9e/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_a95e92998346a172/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_a95e92998346a172/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0083d45abe4c0e264c03bbcc7cd746227205baf3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_a95e92998346a172/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5100, "bytes_utf8": 5100, "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": 652, "bytes_utf8": 652, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13655, "cached_input_tokens": 12672, "output_tokens": 647, "reasoning_output_tokens": 456}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_a95e92998346a172/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_a95e92998346a172/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..bbc87913643bbecaa4a5d070ae6011ebae3d4ce5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_a95e92998346a172/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_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/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_a95e92998346a172/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..dbf5efa7074f8d2178d1fe73c91e3c3161d658e7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_a95e92998346a172/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": "2026-05-19T15:47:52.401673+00:00", + "ended_at": "2026-05-19T15:48:05.144034+00:00", + "elapsed_ms": 12742.27, + "prompt_metrics": { + "chars": 5100, + "bytes_utf8": 5100, + "lines": 156, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1071, + "bytes_utf8": 1071, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_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 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_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_a95e92998346a172/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_a95e92998346a172/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0ccf570cb9976ee75f521a29dd7dc8322c17dd97 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_a95e92998346a172/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=RH.", + "planned_template_id": "tpl_tpch_relative_total_threshold", + "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": "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_a95e92998346a172/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_a95e92998346a172/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..2a7600c877e9b7eb687541ef731b8c670c8483c7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_a95e92998346a172/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ec-0f52-71e1-9222-708de05b2bca"} +{"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(\\\"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.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13655,"cached_input_tokens":12672,"output_tokens":647,"reasoning_output_tokens":456}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_a95e92998346a172/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_a95e92998346a172/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..237b179bff25b74811a4757cd1d6e6565527fb06 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_a95e92998346a172/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(\"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."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_a95e92998346a172/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_a95e92998346a172/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_ad19e596fdcb4633/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_ad19e596fdcb4633/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c3057a730ddaba62cdb9d8f1a0dd89015b0aa1ea --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_ad19e596fdcb4633/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": 354, "bytes_utf8": 354, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13518, "cached_input_tokens": 12032, "output_tokens": 440, "reasoning_output_tokens": 340}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_ad19e596fdcb4633/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_ad19e596fdcb4633/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..66093e252d795d63e74b109e20cfc2f667aa8a17 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_ad19e596fdcb4633/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_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/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_ad19e596fdcb4633/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..20c6a28c1d7b8e53cf8e7e0aa4961e9fa92d50fd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_ad19e596fdcb4633/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": "2026-05-19T15:31:09.202732+00:00", + "ended_at": "2026-05-19T15:31:19.060771+00:00", + "elapsed_ms": 9858.01, + "prompt_metrics": { + "chars": 4541, + "bytes_utf8": 4541, + "lines": 156, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 712, + "bytes_utf8": 712, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 354, + "bytes_utf8": 354, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13518, + "cached_input_tokens": 12032, + "output_tokens": 440, + "reasoning_output_tokens": 340 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_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_ad19e596fdcb4633/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_ad19e596fdcb4633/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4f6b080ffefb368fbc8d1dda6326755d78925baf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_ad19e596fdcb4633/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": 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}, 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_ad19e596fdcb4633/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_ad19e596fdcb4633/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a260841a3112d5cfc4b7341b99d9e91962333f19 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_ad19e596fdcb4633/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40dc-c011-7570-b4c0-b131d9e2a24b"} +{"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(\\\"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.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13518,"cached_input_tokens":12032,"output_tokens":440,"reasoning_output_tokens":340}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_ad19e596fdcb4633/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_ad19e596fdcb4633/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5c681d5fd2cbf86a2d637fbd89f1621a01dd11fb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_ad19e596fdcb4633/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"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."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_ad19e596fdcb4633/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_ad19e596fdcb4633/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_ae002ed90771d81b/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_ae002ed90771d81b/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4ec357b40cdec2d83e8e8c091df6925e3f335e90 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_ae002ed90771d81b/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": 622, "bytes_utf8": 622, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13635, "cached_input_tokens": 12672, "output_tokens": 936, "reasoning_output_tokens": 746}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_ae002ed90771d81b/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_ae002ed90771d81b/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..9f63ccd96fbc53d96e80ab79ba839f4fae5ef58c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_ae002ed90771d81b/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_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/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_ae002ed90771d81b/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..f33007ea30b298a4c911e595d0686bcbdfef53db --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_ae002ed90771d81b/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:37:43.611326+00:00", + "ended_at": "2026-05-19T15:38:00.627501+00:00", + "elapsed_ms": 17016.14, + "prompt_metrics": { + "chars": 4943, + "bytes_utf8": 4943, + "lines": 158, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1012, + "bytes_utf8": 1012, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_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 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_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_ae002ed90771d81b/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_ae002ed90771d81b/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8881b278f10e807d5537b8d38863ddab883776ee --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_ae002ed90771d81b/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": "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 + }, + "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_ae002ed90771d81b/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_ae002ed90771d81b/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..01ea76fef4b39bdd7a59d600eb66b9f775dcb4e4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_ae002ed90771d81b/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e2-c4bd-7bf3-9d9b-546e6759b8b3"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"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.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13635,"cached_input_tokens":12672,"output_tokens":936,"reasoning_output_tokens":746}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_ae002ed90771d81b/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_ae002ed90771d81b/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f3ee3aab7d141b1493562037798c8e8c3502818b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_ae002ed90771d81b/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"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."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_ae002ed90771d81b/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_ae002ed90771d81b/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_ae4fb45b1dc8b012/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_ae4fb45b1dc8b012/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..da72145fc831b4182ea0938d42d06eedda78065c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_ae4fb45b1dc8b012/cli/conversation.jsonl @@ -0,0 +1,4 @@ +{"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": 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": 4723, "bytes_utf8": 4723, "lines": 156, "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": 1608, "bytes_utf8": 1608, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13557, "cached_input_tokens": 12672, "output_tokens": 4730, "reasoning_output_tokens": 4141}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_ae4fb45b1dc8b012/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_ae4fb45b1dc8b012/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..63877dd093043f213afabf39bf3616835c12e7e3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_ae4fb45b1dc8b012/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_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/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_ae4fb45b1dc8b012/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..333af526c5bb4792c9a6a1a8dcabde92a13569a0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_ae4fb45b1dc8b012/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:52:22.322283+00:00", + "ended_at": "2026-05-19T15:52:25.969971+00:00", + "elapsed_ms": 3647.65, + "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_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_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_ae4fb45b1dc8b012/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_ae4fb45b1dc8b012/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..dc6f4b162aae5461105c6a48deb94b7e50b11042 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_ae4fb45b1dc8b012/cli/sql_attempt_2.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:52:26.972041+00:00", + "ended_at": "2026-05-19T15:53:34.252047+00:00", + "elapsed_ms": 67279.96, + "prompt_metrics": { + "chars": 4723, + "bytes_utf8": 4723, + "lines": 156, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 2215, + "bytes_utf8": 2215, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_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 + } + }, + "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_ae4fb45b1dc8b012/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_ae4fb45b1dc8b012/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..63a3075bdafa1e6588f29c6fa6860c696eedd67a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_ae4fb45b1dc8b012/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": 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 {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_ae4fb45b1dc8b012/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_ae4fb45b1dc8b012/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..63a3075bdafa1e6588f29c6fa6860c696eedd67a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_ae4fb45b1dc8b012/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 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": 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 {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_ae4fb45b1dc8b012/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_ae4fb45b1dc8b012/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..46a4538df59150aac76770215fa4ea07dd9b76d2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_ae4fb45b1dc8b012/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f0-2d36-7d11-9bda-1f75138e029f"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"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_ae4fb45b1dc8b012/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_ae4fb45b1dc8b012/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ddd5fcf5385888943733beaea8ea3d1f6e5c85f1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_ae4fb45b1dc8b012/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f0-2d36-7d11-9bda-1f75138e029f"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota 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_ae4fb45b1dc8b012/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_ae4fb45b1dc8b012/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..7333a0aac1b62f2f619645e7222edd8ceee942fa --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_ae4fb45b1dc8b012/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f0-3f86-7661-9cd9-7cb4ff0d2760"} +{"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\\\",\\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;\",\"notes\":\"Emulates PERCENTILE_CONT(0.95) in SQLite with linear interpolation over CAST(\\\"AP\\\" AS REAL), grouped by CAST(\\\"V\\\" AS REAL), and keeps only groups with at least 5 rows.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13557,"cached_input_tokens":12672,"output_tokens":4730,"reasoning_output_tokens":4141}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_ae4fb45b1dc8b012/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_ae4fb45b1dc8b012/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..6f94808d431151f9d3743b1c0fbedffa6983320f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_ae4fb45b1dc8b012/cli/sql_response_attempt_2.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(\"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;","notes":"Emulates PERCENTILE_CONT(0.95) in SQLite with linear interpolation over CAST(\"AP\" AS REAL), grouped by CAST(\"V\" AS REAL), and keeps only groups with at least 5 rows."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_ae4fb45b1dc8b012/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_ae4fb45b1dc8b012/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_ae4fb45b1dc8b012/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_ae4fb45b1dc8b012/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_ae98c077c32ca7b7/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_ae98c077c32ca7b7/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0f58e21861d116a67108a2163c241ff7942d6f0a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_ae98c077c32ca7b7/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 4629, "bytes_utf8": 4629, "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": 378, "bytes_utf8": 378, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13530, "cached_input_tokens": 12672, "output_tokens": 432, "reasoning_output_tokens": 332}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_ae98c077c32ca7b7/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_ae98c077c32ca7b7/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..2d0edc3aa4334fee508d813f7faebfe297642af0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_ae98c077c32ca7b7/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_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/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_ae98c077c32ca7b7/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..d25a948267ee34dbe4512eee100c9032678d2073 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_ae98c077c32ca7b7/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": "2026-05-19T15:43:16.860887+00:00", + "ended_at": "2026-05-19T15:43:29.726922+00:00", + "elapsed_ms": 12866.01, + "prompt_metrics": { + "chars": 4629, + "bytes_utf8": 4629, + "lines": 156, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 736, + "bytes_utf8": 736, + "lines": 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": 13530, + "cached_input_tokens": 12672, + "output_tokens": 432, + "reasoning_output_tokens": 332 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_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_ae98c077c32ca7b7/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_ae98c077c32ca7b7/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..eb63d2dcf5de50f4b9b7a00d4ffcc101eeb57266 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_ae98c077c32ca7b7/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 ranked_signal_view. Focus on group_col=V, measure_col=AP.", + "planned_template_id": "tpl_m4_window_partition_avg", + "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": "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_ae98c077c32ca7b7/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_ae98c077c32ca7b7/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..6a2148912e64378d0f43ae57ea072d50eb4fc1b9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_ae98c077c32ca7b7/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e7-da92-7492-9461-d6942934177a"} +{"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(\\\"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.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13530,"cached_input_tokens":12672,"output_tokens":432,"reasoning_output_tokens":332}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_ae98c077c32ca7b7/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_ae98c077c32ca7b7/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c1d68c73b2d29bcbf7dbb700894f30fc6d9a4fc6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_ae98c077c32ca7b7/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"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."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_ae98c077c32ca7b7/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_ae98c077c32ca7b7/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_af5bde9cbd2ab187/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_af5bde9cbd2ab187/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..1e78ef9cfbf32d99de8ccb9d5c130749dad506a1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_af5bde9cbd2ab187/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": "2026-05-19T16:05:11.451028+00:00", + "ended_at": "2026-05-19T16:05:15.027960+00:00", + "elapsed_ms": 3576.9, + "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_af5bde9cbd2ab187/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_af5bde9cbd2ab187/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..be069f81c8a7baa7c605ebfc13a8b479ff12c719 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_af5bde9cbd2ab187/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": "2026-05-19T16:05:16.030357+00:00", + "ended_at": "2026-05-19T16:05:19.351597+00:00", + "elapsed_ms": 3321.2, + "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_af5bde9cbd2ab187/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_af5bde9cbd2ab187/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c12f5e496d3e9173971fe3e45b01c628a7f569c2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_af5bde9cbd2ab187/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": 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 + }, + "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_af5bde9cbd2ab187/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_af5bde9cbd2ab187/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..c12f5e496d3e9173971fe3e45b01c628a7f569c2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_af5bde9cbd2ab187/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 rare_extreme_view. Focus on group_col=V.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "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 + }, + "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_af5bde9cbd2ab187/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_af5bde9cbd2ab187/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..8ac412cd8b0d29c2281cfbf2911d850763107b6e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_af5bde9cbd2ab187/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fb-e999-7743-a96b-d1e49ebcc5b0"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"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_af5bde9cbd2ab187/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_af5bde9cbd2ab187/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..100be83c30a7108662ecc8ea432f6f55c951c876 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_af5bde9cbd2ab187/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fb-e999-7743-a96b-d1e49ebcc5b0"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota 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_af5bde9cbd2ab187/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_af5bde9cbd2ab187/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..be8e3e7446d8056b2b7f34ff9db5f251f288403f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_af5bde9cbd2ab187/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fb-fba4-7263-bbc8-ddae89392757"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"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_af5bde9cbd2ab187/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_af5bde9cbd2ab187/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..4526d4d1c0058a18bf073173aa6079adf3b1232a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_af5bde9cbd2ab187/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fb-fba4-7263-bbc8-ddae89392757"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota 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_af5bde9cbd2ab187/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_af5bde9cbd2ab187/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_af5bde9cbd2ab187/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_af5bde9cbd2ab187/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/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b1455588c18ee6d1/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..535bdfff92519a9ad76867d631d6bfb166fbeb60 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b1455588c18ee6d1/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 4946, "bytes_utf8": 4946, "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": 600, "bytes_utf8": 600, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13636, "cached_input_tokens": 12672, "output_tokens": 693, "reasoning_output_tokens": 516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b1455588c18ee6d1/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b1455588c18ee6d1/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..aa72999bbe787c90534383b21c2ae45961870e60 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b1455588c18ee6d1/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_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/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b1455588c18ee6d1/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..3302f15d6094c9c6841333549d41f1b8e970b5a9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b1455588c18ee6d1/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:38:11.584644+00:00", + "ended_at": "2026-05-19T15:38:25.466104+00:00", + "elapsed_ms": 13881.43, + "prompt_metrics": { + "chars": 4946, + "bytes_utf8": 4946, + "lines": 158, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 988, + "bytes_utf8": 988, + "lines": 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": 13636, + "cached_input_tokens": 12672, + "output_tokens": 693, + "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_b1455588c18ee6d1/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b1455588c18ee6d1/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..77c76bd711f12786dbde3b6634ab52b633e7e8b3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b1455588c18ee6d1/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": "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 + }, + "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_b1455588c18ee6d1/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b1455588c18ee6d1/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..db20d4c57ef03d9a36cee55496bbe2ac7545678d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b1455588c18ee6d1/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e3-3228-7331-870c-309f2cd53787"} +{"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\\\", 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.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13636,"cached_input_tokens":12672,"output_tokens":693,"reasoning_output_tokens":516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b1455588c18ee6d1/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b1455588c18ee6d1/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5282aeb68994d98934aec43af224e80c60a707d9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b1455588c18ee6d1/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"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."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b1455588c18ee6d1/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b1455588c18ee6d1/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_b16cbe7dfed016b4/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b16cbe7dfed016b4/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..705c189b95abaed4b3d588d01aba42159655fd55 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b16cbe7dfed016b4/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": 352, "bytes_utf8": 352, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13518, "cached_input_tokens": 4480, "output_tokens": 338, "reasoning_output_tokens": 239}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b16cbe7dfed016b4/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b16cbe7dfed016b4/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..fa20174020c26501936a474ff4686c402185c387 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b16cbe7dfed016b4/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_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/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b16cbe7dfed016b4/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..fd38f6ca2f02edd3881595164a635d406b39fe08 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b16cbe7dfed016b4/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": "2026-05-19T15:28:38.939914+00:00", + "ended_at": "2026-05-19T15:28:47.054218+00:00", + "elapsed_ms": 8114.27, + "prompt_metrics": { + "chars": 4539, + "bytes_utf8": 4539, + "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": 338, + "reasoning_output_tokens": 239 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_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_b16cbe7dfed016b4/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b16cbe7dfed016b4/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5819417352797e3f2f094a963d9694cadf8e4d9d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b16cbe7dfed016b4/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": 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": "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_b16cbe7dfed016b4/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b16cbe7dfed016b4/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..464c953e621d8d4e529f7cc23b978d43632518f3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b16cbe7dfed016b4/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40da-7520-7ad2-b633-44fa9be10db6"} +{"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\\\" AS REAL) is applied because the schema stores numeric values as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13518,"cached_input_tokens":4480,"output_tokens":338,"reasoning_output_tokens":239}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b16cbe7dfed016b4/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b16cbe7dfed016b4/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d82514fe269e091137c8f98c594a9cad87073587 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b16cbe7dfed016b4/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":"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."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b16cbe7dfed016b4/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b16cbe7dfed016b4/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_b1c2cc957f275f0f/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b1c2cc957f275f0f/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..631db081767e011653be2fd9bfd412005bd90aa8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b1c2cc957f275f0f/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5098, "bytes_utf8": 5098, "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": 615, "bytes_utf8": 615, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13655, "cached_input_tokens": 12672, "output_tokens": 528, "reasoning_output_tokens": 348}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b1c2cc957f275f0f/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b1c2cc957f275f0f/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..a1792b0a2089afb65a85144ff7ab6f8541a16548 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b1c2cc957f275f0f/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_b1c2cc957f275f0f", + "api_calls": 0, + "input_tokens": 13655, + "cached_input_tokens": 12672, + "output_tokens": 528, + "total_tokens": 14183, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 16318.0, + "sql_execution_elapsed_ms_total": 8.31, + "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b1c2cc957f275f0f/cli/conversation.jsonl", + "note": "Executed through a 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_b1c2cc957f275f0f/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b1c2cc957f275f0f/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..87de4029b70f2341d24a3f7b46a293eaee1e054a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b1c2cc957f275f0f/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": "2026-05-19T15:46:58.626057+00:00", + "ended_at": "2026-05-19T15:47:14.944104+00:00", + "elapsed_ms": 16318.0, + "prompt_metrics": { + "chars": 5098, + "bytes_utf8": 5098, + "lines": 156, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1347, + "bytes_utf8": 1347, + "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": 615, + "bytes_utf8": 615, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13655, + "cached_input_tokens": 12672, + "output_tokens": 528, + "reasoning_output_tokens": 348 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_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_b1c2cc957f275f0f/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b1c2cc957f275f0f/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..023ce6e338695f567a6494426ffb558de628b647 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b1c2cc957f275f0f/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": 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": "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_b1c2cc957f275f0f/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b1c2cc957f275f0f/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..5ba259c695d0172e0e381242ba2d4b74ed58e844 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b1c2cc957f275f0f/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,5 @@ +{"type":"thread.started","thread_id":"019e40eb-3cec-7d23-9a38-7c816b4f7f41"} +{"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 14290. Please try again in 428ms. 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\\\" * 0.1\\nORDER BY g.\\\"group_value\\\" DESC;\",\"notes\":\"Used the provided template with group_col=\\\"V\\\" and measure_col=\\\"AP\\\". Casts TEXT columns to REAL so SQLite groups and sums numerically.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13655,"cached_input_tokens":12672,"output_tokens":528,"reasoning_output_tokens":348}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b1c2cc957f275f0f/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b1c2cc957f275f0f/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e7d67df56deadf25ccc33c1ef3e7f9997cda3279 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b1c2cc957f275f0f/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\" * 0.1\nORDER BY g.\"group_value\" DESC;","notes":"Used the provided template with group_col=\"V\" and measure_col=\"AP\". Casts TEXT columns to REAL so SQLite groups and sums numerically."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b1c2cc957f275f0f/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b1c2cc957f275f0f/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_b25e3ac7205b190c/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b25e3ac7205b190c/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..f4a25a8dc43b79e77e6df8bef34874b55710b90f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b25e3ac7205b190c/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": "2026-05-19T16:06:06.195832+00:00", + "ended_at": "2026-05-19T16:06:09.435510+00:00", + "elapsed_ms": 3239.64, + "returncode": 1, + "prompt_metrics": { + "chars": 4711, + "bytes_utf8": 4711, + "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_b25e3ac7205b190c/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b25e3ac7205b190c/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..05271299e7c635b5ef30e9f6cec0556354e60cea --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b25e3ac7205b190c/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": "2026-05-19T16:06:10.437643+00:00", + "ended_at": "2026-05-19T16:06:13.459539+00:00", + "elapsed_ms": 3021.85, + "returncode": 1, + "prompt_metrics": { + "chars": 4711, + "bytes_utf8": 4711, + "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_b25e3ac7205b190c/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b25e3ac7205b190c/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e9ba01206890e958176a42170eae88315f41ca82 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b25e3ac7205b190c/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=AP.", + "planned_template_id": "tpl_tpch_thresholded_group_ranking", + "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 + }, + "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_b25e3ac7205b190c/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b25e3ac7205b190c/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e9ba01206890e958176a42170eae88315f41ca82 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b25e3ac7205b190c/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=AP.", + "planned_template_id": "tpl_tpch_thresholded_group_ranking", + "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 + }, + "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_b25e3ac7205b190c/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b25e3ac7205b190c/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..24d2248ff0961e81e31f0fe94738441c301a0a31 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b25e3ac7205b190c/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fc-bf73-7de3-980a-b9dc7d8d1ba8"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"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_b25e3ac7205b190c/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b25e3ac7205b190c/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..67ce6b5bac3fc0976871a7085917eb80e3a69244 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b25e3ac7205b190c/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fc-bf73-7de3-980a-b9dc7d8d1ba8"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota 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_b25e3ac7205b190c/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b25e3ac7205b190c/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..4833880b8b42a2222d7813068514543f4f5595db --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b25e3ac7205b190c/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fc-d021-7c51-9bea-5b8333e4ca85"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"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_b25e3ac7205b190c/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b25e3ac7205b190c/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..6fd71ffe6c5531b6cbe5b027b5bef4bc43af4ead --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b25e3ac7205b190c/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fc-d021-7c51-9bea-5b8333e4ca85"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota 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_b25e3ac7205b190c/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b25e3ac7205b190c/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_b25e3ac7205b190c/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b25e3ac7205b190c/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/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b296871bc157bd9b/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5fd666f61d4efde73f307184d476a512c17425a6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b296871bc157bd9b/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5363, "bytes_utf8": 5363, "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": 677, "bytes_utf8": 677, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13734, "cached_input_tokens": 12032, "output_tokens": 526, "reasoning_output_tokens": 333}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b296871bc157bd9b/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b296871bc157bd9b/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..3145c1eaccd0966efa8fad6af70c48182e6b9811 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b296871bc157bd9b/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_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/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b296871bc157bd9b/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..c02a43f27da6ae1008571fbd570f18170743cb35 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b296871bc157bd9b/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:39:50.145782+00:00", + "ended_at": "2026-05-19T15:40:01.962237+00:00", + "elapsed_ms": 11816.43, + "prompt_metrics": { + "chars": 5363, + "bytes_utf8": 5363, + "lines": 159, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1048, + "bytes_utf8": 1048, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 677, + "bytes_utf8": 677, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13734, + "cached_input_tokens": 12032, + "output_tokens": 526, + "reasoning_output_tokens": 333 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_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_b296871bc157bd9b/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b296871bc157bd9b/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ad8cdc83e639941e71db98e015e550f82a799ffd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b296871bc157bd9b/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": 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": "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_b296871bc157bd9b/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b296871bc157bd9b/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..0f5fc04a58decfd4ab3a8953a71bb972f593a45b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b296871bc157bd9b/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e4-b2fc-7ae0-82d6-aeebf69db2b5"} +{"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\":\"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'.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13734,"cached_input_tokens":12032,"output_tokens":526,"reasoning_output_tokens":333}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b296871bc157bd9b/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b296871bc157bd9b/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6cd98b3c57f71f33dd6dbbff15dc369e7923114b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b296871bc157bd9b/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":"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'."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b296871bc157bd9b/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b296871bc157bd9b/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_b2b96e3168f933c2/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b2b96e3168f933c2/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..a8f225b235c436f24f15197eadf66e4003e2fafe --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b2b96e3168f933c2/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": "2026-05-19T16:06:40.745858+00:00", + "ended_at": "2026-05-19T16:06:43.715662+00:00", + "elapsed_ms": 2969.78, + "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_b2b96e3168f933c2/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b2b96e3168f933c2/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..799317e27368ee13067dd0edff7f3178951c9f60 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b2b96e3168f933c2/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": "2026-05-19T16:06:44.717264+00:00", + "ended_at": "2026-05-19T16:06:47.968804+00:00", + "elapsed_ms": 3251.51, + "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_b2b96e3168f933c2/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b2b96e3168f933c2/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..713786f6a426c93bd2bcd303e8acfde20f7fc2e7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b2b96e3168f933c2/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=AT.", + "planned_template_id": "tpl_tpch_thresholded_group_ranking", + "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 + }, + "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_b2b96e3168f933c2/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b2b96e3168f933c2/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..713786f6a426c93bd2bcd303e8acfde20f7fc2e7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b2b96e3168f933c2/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=AT.", + "planned_template_id": "tpl_tpch_thresholded_group_ranking", + "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 + }, + "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_b2b96e3168f933c2/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b2b96e3168f933c2/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..7374c4d2edc9e190e98decc7bebd2568badb9346 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b2b96e3168f933c2/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fd-467b-7b50-938c-0b38aaef7d01"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"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_b2b96e3168f933c2/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b2b96e3168f933c2/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b25ba34ae51649900551d7b047b9e7bce8160224 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b2b96e3168f933c2/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fd-467b-7b50-938c-0b38aaef7d01"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota 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_b2b96e3168f933c2/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b2b96e3168f933c2/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..dee21afaad89f7b3bec4f37448aaaa49ba110c7d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b2b96e3168f933c2/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fd-55f8-7c01-b9f6-3dc284847ba8"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"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_b2b96e3168f933c2/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b2b96e3168f933c2/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..eb7724caa8d2585c7ebe79fdf5fa885721b274b6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b2b96e3168f933c2/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fd-55f8-7c01-b9f6-3dc284847ba8"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota 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_b2b96e3168f933c2/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b2b96e3168f933c2/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_b2b96e3168f933c2/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b2b96e3168f933c2/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_b31721bf8bbf3cb9/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b31721bf8bbf3cb9/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..89ca1602adbe126c93de64179e4bc663db52ba1c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b31721bf8bbf3cb9/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 4630, "bytes_utf8": 4630, "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": 431, "bytes_utf8": 431, "lines": 1, "estimated_tokens": null}, "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_b377b3222b65c7f3/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b377b3222b65c7f3/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..38279937ecf14bee74753ea1a5cd0268d7829133 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b377b3222b65c7f3/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": 1570, "bytes_utf8": 1570, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13557, "cached_input_tokens": 12672, "output_tokens": 2495, "reasoning_output_tokens": 1946}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b377b3222b65c7f3/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b377b3222b65c7f3/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..34e7a0b4e360b3695478548d4d1a2f6587206a3a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b377b3222b65c7f3/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_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/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b377b3222b65c7f3/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..627e5f11dba5e6f57e841ec402b352b941a32361 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b377b3222b65c7f3/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:53:34.307493+00:00", + "ended_at": "2026-05-19T15:54:12.394260+00:00", + "elapsed_ms": 38086.74, + "prompt_metrics": { + "chars": 4723, + "bytes_utf8": 4723, + "lines": 156, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 2170, + "bytes_utf8": 2170, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_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 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_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_b377b3222b65c7f3/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b377b3222b65c7f3/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..667eeea9cd46c29a5c8276ff31842ef4acbfb30c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b377b3222b65c7f3/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=AP.", + "planned_template_id": "tpl_grouped_percentile_point", + "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},\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_b377b3222b65c7f3/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b377b3222b65c7f3/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..2f20cee40f1abf8360d9381cb2016cffa1400fa4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b377b3222b65c7f3/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f1-465f-7f31-bfc3-7469c5c1afde"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"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(\\\"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;\",\"notes\":\"SQLite-compatible rewrite of the grouped percentile template: it casts text fields to REAL, emulates PERCENTILE_CONT(0.9) per V with window functions and linear interpolation, filters to groups with at least 5 rows, and returns the top 16 V groups by the 90th-percentile AP value.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13557,"cached_input_tokens":12672,"output_tokens":2495,"reasoning_output_tokens":1946}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b377b3222b65c7f3/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b377b3222b65c7f3/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..291c326a42e1e3dfa89033506a1164cfcd8a5621 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b377b3222b65c7f3/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"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(\"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;","notes":"SQLite-compatible rewrite of the grouped percentile template: it casts text fields to REAL, emulates PERCENTILE_CONT(0.9) per V with window functions and linear interpolation, filters to groups with at least 5 rows, and returns the top 16 V groups by the 90th-percentile AP value."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b377b3222b65c7f3/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b377b3222b65c7f3/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/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b7b6a482b63a0fb8/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..39e74f6eb1d58ac8f146dcc30862c2e62512f60a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b7b6a482b63a0fb8/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 4939, "bytes_utf8": 4939, "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": 514, "bytes_utf8": 514, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13635, "cached_input_tokens": 12032, "output_tokens": 427, "reasoning_output_tokens": 271}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b7b6a482b63a0fb8/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b7b6a482b63a0fb8/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..feb60247f2d6d10cbf8ae6c8fc8a60c87f3feaf3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b7b6a482b63a0fb8/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_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/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b7b6a482b63a0fb8/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..4d40ff60c7b343b04480d09990c533a68bc77ee2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b7b6a482b63a0fb8/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:38:00.694688+00:00", + "ended_at": "2026-05-19T15:38:11.545946+00:00", + "elapsed_ms": 10851.23, + "prompt_metrics": { + "chars": 4939, + "bytes_utf8": 4939, + "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": 514, + "bytes_utf8": 514, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13635, + "cached_input_tokens": 12032, + "output_tokens": 427, + "reasoning_output_tokens": 271 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_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_b7b6a482b63a0fb8/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b7b6a482b63a0fb8/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e479cc52a5bbaaded3090b55a2f00bf192aa0ab0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b7b6a482b63a0fb8/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=V.", + "planned_template_id": "tpl_tpcds_within_group_share", + "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 + }, + "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_b7b6a482b63a0fb8/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b7b6a482b63a0fb8/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..58ba8ca2f8319d12047b5faf91876fe10e553191 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b7b6a482b63a0fb8/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e3-0781-7ef2-8c43-c9654f8e7b14"} +{"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(\\\"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.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13635,"cached_input_tokens":12032,"output_tokens":427,"reasoning_output_tokens":271}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b7b6a482b63a0fb8/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b7b6a482b63a0fb8/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7c79358d888ebd21f80c223f5f8bd6403484592b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b7b6a482b63a0fb8/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"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."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b7b6a482b63a0fb8/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b7b6a482b63a0fb8/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_b9d2b2fa18e7e154/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b9d2b2fa18e7e154/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7de234e49eede1f00f4294bf50cffd261f1d9ce3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b9d2b2fa18e7e154/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": 393, "bytes_utf8": 393, "lines": 1, "estimated_tokens": null}, "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/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b9d2b2fa18e7e154/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..186ebf61aa730cad021710920d5e1679b9426600 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b9d2b2fa18e7e154/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_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/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b9d2b2fa18e7e154/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..c696722d8647869c6ace45d7a1b1dfa5096eddc6 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b9d2b2fa18e7e154/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": "2026-05-19T15:43:29.751504+00:00", + "ended_at": "2026-05-19T15:43:40.197888+00:00", + "elapsed_ms": 10446.35, + "prompt_metrics": { + "chars": 4623, + "bytes_utf8": 4623, + "lines": 156, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 759, + "bytes_utf8": 759, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_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 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_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_b9d2b2fa18e7e154/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b9d2b2fa18e7e154/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e892d6807a707358884647c48b783f595d042975 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b9d2b2fa18e7e154/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": 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 + }, + "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_b9d2b2fa18e7e154/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b9d2b2fa18e7e154/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4b279c7b164998d92590d3a4b38db200ca683583 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b9d2b2fa18e7e154/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"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."} \ 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_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_b9d2b2fa18e7e154/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_bc7417dd533358d5/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_bc7417dd533358d5/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9448eb8750d7b50ddd0f0b8639408c0eac39b3d1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_bc7417dd533358d5/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"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": 439, "bytes_utf8": 439, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13586, "cached_input_tokens": 12032, "output_tokens": 526, "reasoning_output_tokens": 397}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_bc7417dd533358d5/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_bc7417dd533358d5/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..ade3e6e8db993e69cacf4b444f3f30915a686fe2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_bc7417dd533358d5/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_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/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_bc7417dd533358d5/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..ac0e21508e7d9c1cb1cf8f04d9889f1e75646dce --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_bc7417dd533358d5/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": "2026-05-19T16:00:40.508856+00:00", + "ended_at": "2026-05-19T16:00:51.422352+00:00", + "elapsed_ms": 10913.47, + "prompt_metrics": { + "chars": 4799, + "bytes_utf8": 4799, + "lines": 159, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 798, + "bytes_utf8": 798, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 439, + "bytes_utf8": 439, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13586, + "cached_input_tokens": 12032, + "output_tokens": 526, + "reasoning_output_tokens": 397 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_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_bc7417dd533358d5/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_bc7417dd533358d5/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b5f3cf8727a627301cf8855c98246296aae5a5c5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_bc7417dd533358d5/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": 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 + }, + "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_bc7417dd533358d5/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_bc7417dd533358d5/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c073ebfec674b730c97dbec43c1215f1f3b2feaf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_bc7417dd533358d5/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f7-c763-70e2-96a5-2832255975e4"} +{"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) = 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.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13586,"cached_input_tokens":12032,"output_tokens":526,"reasoning_output_tokens":397}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_bc7417dd533358d5/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_bc7417dd533358d5/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..911e3873df38b31617e04fe01cca5634b67d906c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_bc7417dd533358d5/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) = 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."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_bc7417dd533358d5/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_bc7417dd533358d5/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_be0f1daec9a3a371/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_be0f1daec9a3a371/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9abd8011234b45e7fa463dbb3a09fd3c9d65c975 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_be0f1daec9a3a371/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": 314, "bytes_utf8": 314, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13529, "cached_input_tokens": 12032, "output_tokens": 485, "reasoning_output_tokens": 392}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_be0f1daec9a3a371/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_be0f1daec9a3a371/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..511ff6c412942e22c14eedbe0a12877338cfcb85 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_be0f1daec9a3a371/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_be0f1daec9a3a371", + "api_calls": 0, + "input_tokens": 13529, + "cached_input_tokens": 12032, + "output_tokens": 485, + "total_tokens": 14014, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 0, + "estimated_output_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11266.81, + "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_be0f1daec9a3a371/cli/conversation.jsonl", + "note": "Executed through a 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_be0f1daec9a3a371/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_be0f1daec9a3a371/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..6b1d06289fd86e94f7fdc883fa5fa2ab5c1fc8b9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_be0f1daec9a3a371/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": "2026-05-19T16:03:39.983575+00:00", + "ended_at": "2026-05-19T16:03:51.250427+00:00", + "elapsed_ms": 11266.81, + "prompt_metrics": { + "chars": 4545, + "bytes_utf8": 4545, + "lines": 154, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 667, + "bytes_utf8": 667, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 314, + "bytes_utf8": 314, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13529, + "cached_input_tokens": 12032, + "output_tokens": 485, + "reasoning_output_tokens": 392 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_be0f1daec9a3a371/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_be0f1daec9a3a371/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8ec56a93f2de4807f9fb7c8c3eb1cace9fb967fc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_be0f1daec9a3a371/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": 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 + }, + "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_be0f1daec9a3a371/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_be0f1daec9a3a371/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..1f870802d8af2f5bf2d50f88f35b03688b992971 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_be0f1daec9a3a371/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fa-8459-7612-bff9-a35908618f5e"} +{"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 15;\",\"notes\":\"Applies the Low-Support Group Count template with group_col bound to \\\"V\\\", returning the 15 least-supported V groups by row count.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13529,"cached_input_tokens":12032,"output_tokens":485,"reasoning_output_tokens":392}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_be0f1daec9a3a371/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_be0f1daec9a3a371/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2cb74a824e96e0f0a780684aabc07872ad9a8562 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_be0f1daec9a3a371/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 15;","notes":"Applies the Low-Support Group Count template with group_col bound to \"V\", returning the 15 least-supported V groups by row count."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_be0f1daec9a3a371/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_be0f1daec9a3a371/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/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_c4cae0d3db4a088a/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c2781cc13f5ec28ca7fbfab66b2fb167e9cce5e1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_c4cae0d3db4a088a/cli/conversation.jsonl @@ -0,0 +1,4 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 4791, "bytes_utf8": 4791, "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": 4791, "bytes_utf8": 4791, "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": 397, "bytes_utf8": 397, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13585, "cached_input_tokens": 12032, "output_tokens": 630, "reasoning_output_tokens": 516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_c4cae0d3db4a088a/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_c4cae0d3db4a088a/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..6bfdd092599fa1ae5c11713c99344b86b87870dc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_c4cae0d3db4a088a/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_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/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_c4cae0d3db4a088a/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..e5730991be2d2c159a4d0cd7f60f144e3ed2b064 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_c4cae0d3db4a088a/cli/sql_attempt_1.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:00:20.269076+00:00", + "ended_at": "2026-05-19T16:00:23.601186+00:00", + "elapsed_ms": 3332.09, + "returncode": 1, + "prompt_metrics": { + "chars": 4791, + "bytes_utf8": 4791, + "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_c4cae0d3db4a088a/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_c4cae0d3db4a088a/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..97e7a0ebbd42003f777be3ad6f00ca11010851c0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_c4cae0d3db4a088a/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": "2026-05-19T16:00:24.602639+00:00", + "ended_at": "2026-05-19T16:00:40.499480+00:00", + "elapsed_ms": 15896.81, + "prompt_metrics": { + "chars": 4791, + "bytes_utf8": 4791, + "lines": 159, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 756, + "bytes_utf8": 756, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 397, + "bytes_utf8": 397, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13585, + "cached_input_tokens": 12032, + "output_tokens": 630, + "reasoning_output_tokens": 516 + } + }, + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_c4cae0d3db4a088a/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_c4cae0d3db4a088a/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0db7744403718346b0f3b795627a39a6425ce671 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_c4cae0d3db4a088a/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 focused_target_view. 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": 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": "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_c4cae0d3db4a088a/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_c4cae0d3db4a088a/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..0db7744403718346b0f3b795627a39a6425ce671 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_c4cae0d3db4a088a/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 focused_target_view. 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": 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": "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_c4cae0d3db4a088a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_c4cae0d3db4a088a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ec8fccd36c89fb7b995fec47bb12978f81d8603f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_c4cae0d3db4a088a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f7-784e-7370-a381-ab8172b4ec73"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"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_c4cae0d3db4a088a/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_c4cae0d3db4a088a/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b667bc420fd5805b507da173c81f64da603ac01c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_c4cae0d3db4a088a/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f7-784e-7370-a381-ab8172b4ec73"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota 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_c4cae0d3db4a088a/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_c4cae0d3db4a088a/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f7ef3653618ecca01b73c946d1731d024fa6cec5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_c4cae0d3db4a088a/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f7-894d-7f91-b971-fabb744886f5"} +{"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\":\"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.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13585,"cached_input_tokens":12032,"output_tokens":630,"reasoning_output_tokens":516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_c4cae0d3db4a088a/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_c4cae0d3db4a088a/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..0f8cba446984d0cd82fb6c3b0d2c17f51895f02d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_c4cae0d3db4a088a/cli/sql_response_attempt_2.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":"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."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_c4cae0d3db4a088a/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_c4cae0d3db4a088a/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/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_c4cae0d3db4a088a/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_cbb98809292fbc76/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_cbb98809292fbc76/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c81e7027d34578bbf11ccb03ee33e093a21fd8b1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_cbb98809292fbc76/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": 524, "bytes_utf8": 524, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13635, "cached_input_tokens": 12032, "output_tokens": 432, "reasoning_output_tokens": 276}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_cbb98809292fbc76/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_cbb98809292fbc76/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..5b09e924825d342dde1df4bdb36b36d99e75cd83 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_cbb98809292fbc76/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_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/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_cbb98809292fbc76/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..9c71dafbb9c5856bade8535cd1ab48943bda729d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_cbb98809292fbc76/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:33:37.054986+00:00", + "ended_at": "2026-05-19T15:33:49.608634+00:00", + "elapsed_ms": 12553.6, + "prompt_metrics": { + "chars": 4943, + "bytes_utf8": 4943, + "lines": 158, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 908, + "bytes_utf8": 908, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 524, + "bytes_utf8": 524, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13635, + "cached_input_tokens": 12032, + "output_tokens": 432, + "reasoning_output_tokens": 276 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_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_cbb98809292fbc76/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_cbb98809292fbc76/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..db9ac085b93148afa65dbd27f0c5dacb4045042a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_cbb98809292fbc76/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": "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 + }, + "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_cbb98809292fbc76/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_cbb98809292fbc76/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..94df38da8e139133b4e72de4dcada421f1a909bb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_cbb98809292fbc76/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40df-01ab-75c2-a140-e2ad723114e3"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"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.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13635,"cached_input_tokens":12032,"output_tokens":432,"reasoning_output_tokens":276}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_cbb98809292fbc76/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_cbb98809292fbc76/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0f9b9ca8cb4f844856d97c510cf8e93f7e00317a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_cbb98809292fbc76/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"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."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_cbb98809292fbc76/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_cbb98809292fbc76/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_d07008c74891a628/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_d07008c74891a628/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..171797f289641ff7da146f01674812841fe62221 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_d07008c74891a628/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": "2026-05-19T16:03:51.260931+00:00", + "ended_at": "2026-05-19T16:03:57.227573+00:00", + "elapsed_ms": 5966.62, + "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_d07008c74891a628/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_d07008c74891a628/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..42d1cc5fcdb1a319db95546418b1c4a5e7445f37 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_d07008c74891a628/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:03:58.229127+00:00", + "ended_at": "2026-05-19T16:04:01.348746+00:00", + "elapsed_ms": 3119.59, + "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_d07008c74891a628/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_d07008c74891a628/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..879c134d67a47af8ea993f797a30f39b0b40e5fd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_d07008c74891a628/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": 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": "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_d07008c74891a628/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_d07008c74891a628/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..879c134d67a47af8ea993f797a30f39b0b40e5fd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_d07008c74891a628/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": 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": "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_d07008c74891a628/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_d07008c74891a628/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..6176bb68fdaa4fe84f41481f185c76c9aa1e27ae --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_d07008c74891a628/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fa-b059-79d1-b752-ca2a457956e9"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"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_d07008c74891a628/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_d07008c74891a628/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..00767356c3402a64957b67107077a8bdcdf33f70 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_d07008c74891a628/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fa-b059-79d1-b752-ca2a457956e9"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota 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_d07008c74891a628/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_d07008c74891a628/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ae38d90b5f35d69c9bd6e5931874b648ff080d32 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_d07008c74891a628/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fa-cbb1-7a01-bc2d-6d9ef4538abc"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"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_d07008c74891a628/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_d07008c74891a628/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..29f3f168e86a0506e50fa73cc570229c7599595f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_d07008c74891a628/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fa-cbb1-7a01-bc2d-6d9ef4538abc"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota 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_d07008c74891a628/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_d07008c74891a628/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_d07008c74891a628/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_d07008c74891a628/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_d12f2ecdd6dd817b/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_d12f2ecdd6dd817b/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5acbbe2e64332169faa1c0e4b0997cfd2a2701b4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_d12f2ecdd6dd817b/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": 478, "bytes_utf8": 478, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13573, "cached_input_tokens": 12032, "output_tokens": 415, "reasoning_output_tokens": 275}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_d12f2ecdd6dd817b/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_d12f2ecdd6dd817b/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..3dd61ab99aadaf5116f66da419aa98c7aaeb0a13 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_d12f2ecdd6dd817b/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_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/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_d12f2ecdd6dd817b/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..7d32709eec5751877694bf98888c79d21263c971 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_d12f2ecdd6dd817b/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": "2026-05-19T15:45:14.221576+00:00", + "ended_at": "2026-05-19T15:45:33.031037+00:00", + "elapsed_ms": 18809.4, + "prompt_metrics": { + "chars": 4724, + "bytes_utf8": 4724, + "lines": 154, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1519, + "bytes_utf8": 1519, + "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": 478, + "bytes_utf8": 478, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13573, + "cached_input_tokens": 12032, + "output_tokens": 415, + "reasoning_output_tokens": 275 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_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_d12f2ecdd6dd817b/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_d12f2ecdd6dd817b/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..70c650739f498e5fd1adc4665ce71ad7cc9fbd27 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_d12f2ecdd6dd817b/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": 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": "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_d12f2ecdd6dd817b/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_d12f2ecdd6dd817b/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..53e3ecd65e576f46bd0509c3a296929586135e33 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_d12f2ecdd6dd817b/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,6 @@ +{"type":"thread.started","thread_id":"019e40e9-a509-7e61-a819-5e07c1c89210"} +{"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 1998944, Requested 14208. Please try again in 394ms. 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":"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=10. Cast \\\"V\\\" to REAL because the SQLite schema stores numeric-looking values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13573,"cached_input_tokens":12032,"output_tokens":415,"reasoning_output_tokens":275}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_d12f2ecdd6dd817b/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_d12f2ecdd6dd817b/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..22bd3536bd2fc876a3c7fdf42884b576e415ce20 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_d12f2ecdd6dd817b/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=10. Cast \"V\" to REAL 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_d12f2ecdd6dd817b/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_d12f2ecdd6dd817b/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_d169dbf5c663157c/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_d169dbf5c663157c/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..ef6763bd650be63f932ddf47af512e2fa038ed47 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_d169dbf5c663157c/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": "2026-05-19T16:05:57.329078+00:00", + "ended_at": "2026-05-19T16:06:01.363688+00:00", + "elapsed_ms": 4034.57, + "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_d169dbf5c663157c/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_d169dbf5c663157c/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..5e395a0f96be627dc586de82e8e19f59c37b5273 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_d169dbf5c663157c/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": "2026-05-19T16:06:02.366804+00:00", + "ended_at": "2026-05-19T16:06:06.192091+00:00", + "elapsed_ms": 3825.23, + "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_d169dbf5c663157c/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_d169dbf5c663157c/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..10a0379e68e36e2720ba71fbf958294d3e76a556 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_d169dbf5c663157c/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=V.", + "planned_template_id": "tpl_tpch_thresholded_group_ranking", + "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 {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_d169dbf5c663157c/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_d169dbf5c663157c/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..10a0379e68e36e2720ba71fbf958294d3e76a556 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_d169dbf5c663157c/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=V.", + "planned_template_id": "tpl_tpch_thresholded_group_ranking", + "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 {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_d169dbf5c663157c/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_d169dbf5c663157c/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..9fa62cd880dd837ffe3588ef38a872a78eee569a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_d169dbf5c663157c/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fc-9cd4-7e21-96f3-f9bbcd25531c"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"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_d169dbf5c663157c/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_d169dbf5c663157c/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..67272b6c6438e808ca7d0b9ffe3e80532989c1a0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_d169dbf5c663157c/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fc-9cd4-7e21-96f3-f9bbcd25531c"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota 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_d169dbf5c663157c/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_d169dbf5c663157c/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..59d81b0e3cf50b2978999270491354a3c9feaa68 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_d169dbf5c663157c/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fc-b0f2-7ae2-8c94-3d5f6c57d5e5"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"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_d169dbf5c663157c/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_d169dbf5c663157c/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..3d452c722b310e6d6c736fd7447bdc7fd9bdad2e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_d169dbf5c663157c/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fc-b0f2-7ae2-8c94-3d5f6c57d5e5"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota 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_d169dbf5c663157c/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_d169dbf5c663157c/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_d169dbf5c663157c/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_d169dbf5c663157c/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_d6bbc6f98b0d63af/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_d6bbc6f98b0d63af/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7af733173499b449c9afa1dce5e8360baa2930a8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_d6bbc6f98b0d63af/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 4466, "bytes_utf8": 4466, "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": 278, "bytes_utf8": 278, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13494, "cached_input_tokens": 12032, "output_tokens": 379, "reasoning_output_tokens": 298}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_d6bbc6f98b0d63af/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_d6bbc6f98b0d63af/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..1d0c5b7c87685cb99fe0b8eb544c555524d16976 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_d6bbc6f98b0d63af/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_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/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_d6bbc6f98b0d63af/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..942eccf8532aae168a6410cae50f92873e64b81c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_d6bbc6f98b0d63af/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:33:04.604549+00:00", + "ended_at": "2026-05-19T15:33:18.974724+00:00", + "elapsed_ms": 14370.14, + "prompt_metrics": { + "chars": 4466, + "bytes_utf8": 4466, + "lines": 154, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 636, + "bytes_utf8": 636, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_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 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_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_d6bbc6f98b0d63af/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_d6bbc6f98b0d63af/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..14c4abf0b273b2a6b7ad75df0097f15ce0dceccc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_d6bbc6f98b0d63af/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_clickbench_group_count", + "template_name": "Grouped Count by Category", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n20", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=V.", + "planned_template_id": "tpl_clickbench_group_count", + "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 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_d6bbc6f98b0d63af/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_d6bbc6f98b0d63af/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ce41a03b6158fb9612c4d89072448d9d1105a4e1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_d6bbc6f98b0d63af/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40de-82d5-73a2-a633-826dbaae3ed3"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"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\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13494,"cached_input_tokens":12032,"output_tokens":379,"reasoning_output_tokens":298}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_d6bbc6f98b0d63af/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_d6bbc6f98b0d63af/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a4395db64c4b2175073e2fbcd3653d1f7ecd605d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_d6bbc6f98b0d63af/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"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\"."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_d6bbc6f98b0d63af/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_d6bbc6f98b0d63af/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_d72bcf3a050a2338/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_d72bcf3a050a2338/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..091753f7074c16389223e8947469b3c74502d079 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_d72bcf3a050a2338/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": "2026-05-19T16:01:40.328138+00:00", + "ended_at": "2026-05-19T16:01:43.458217+00:00", + "elapsed_ms": 3130.04, + "returncode": 1, + "prompt_metrics": { + "chars": 4807, + "bytes_utf8": 4807, + "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_d72bcf3a050a2338/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_d72bcf3a050a2338/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..17fbfab9180c57e9b97c15207cc2a96f6862984f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_d72bcf3a050a2338/cli/sql_attempt_2.metadata.json @@ -0,0 +1,43 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:01:44.460459+00:00", + "ended_at": "2026-05-19T16:01:47.394739+00:00", + "elapsed_ms": 2934.24, + "returncode": 1, + "prompt_metrics": { + "chars": 4807, + "bytes_utf8": 4807, + "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_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_d72bcf3a050a2338/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_d72bcf3a050a2338/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7ecd0c047e9c990b40aba2a8dbcc4cfc9fba98f8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_d72bcf3a050a2338/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": 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},\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_d72bcf3a050a2338/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_d72bcf3a050a2338/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..7ecd0c047e9c990b40aba2a8dbcc4cfc9fba98f8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_d72bcf3a050a2338/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 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": 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},\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_d72bcf3a050a2338/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_d72bcf3a050a2338/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..7a8b615650a0fe7b077f8b3d9211d7c2a76407e7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_d72bcf3a050a2338/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f8-b110-7d52-85b4-2168062cc7ac"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"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_d72bcf3a050a2338/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_d72bcf3a050a2338/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..284a93d3f258dab48ded145db8c887d4aafaf6bd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_d72bcf3a050a2338/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f8-b110-7d52-85b4-2168062cc7ac"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota 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_d72bcf3a050a2338/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_d72bcf3a050a2338/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..5a297007327f1bb7439c894e523abe78d2eafe5a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_d72bcf3a050a2338/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f8-c133-7173-af57-2a6251027f21"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"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_d72bcf3a050a2338/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_d72bcf3a050a2338/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..bfa840e5c0544adbbaeda1f6239c6a39b584fea4 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_d72bcf3a050a2338/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f8-c133-7173-af57-2a6251027f21"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota 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_d72bcf3a050a2338/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_d72bcf3a050a2338/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_d72bcf3a050a2338/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_d72bcf3a050a2338/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_d8440913bce6c5e7/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_d8440913bce6c5e7/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ed0de8ca652dbb24889e630ec23c4a0e9c236a00 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_d8440913bce6c5e7/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 4803, "bytes_utf8": 4803, "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": 389, "bytes_utf8": 389, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13585, "cached_input_tokens": 12032, "output_tokens": 565, "reasoning_output_tokens": 453}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_d8440913bce6c5e7/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_d8440913bce6c5e7/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..61e4f89235f07f7e7f0908bf1c597cb042588b89 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_d8440913bce6c5e7/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_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/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_d8440913bce6c5e7/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..43248a0c4d4fa6a713632818bd67b592d2bb7620 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_d8440913bce6c5e7/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T16:01:05.017623+00:00", + "ended_at": "2026-05-19T16:01:17.561530+00:00", + "elapsed_ms": 12543.88, + "prompt_metrics": { + "chars": 4803, + "bytes_utf8": 4803, + "lines": 159, + "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": 389, + "bytes_utf8": 389, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13585, + "cached_input_tokens": 12032, + "output_tokens": 565, + "reasoning_output_tokens": 453 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_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_d8440913bce6c5e7/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_d8440913bce6c5e7/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a527cae12d0cc84ccca051f46e39475221d34af1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_d8440913bce6c5e7/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 focused_target_view. 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": 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 + }, + "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_d8440913bce6c5e7/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_d8440913bce6c5e7/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..29096c1f71b82f6bb06c252a1ff8bc9d2857f2cf --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_d8440913bce6c5e7/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40f8-2721-70c3-8c6e-47a78e615fdd"} +{"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) = 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.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13585,"cached_input_tokens":12032,"output_tokens":565,"reasoning_output_tokens":453}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_d8440913bce6c5e7/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_d8440913bce6c5e7/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a679993c5b2247c95656ee9ac52a4e511a0ff171 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_d8440913bce6c5e7/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) = 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."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_d8440913bce6c5e7/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_d8440913bce6c5e7/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_dca32553e64ece33/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_dca32553e64ece33/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..894b12710d33b5071ee10ace0656452a8230645c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_dca32553e64ece33/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 4464, "bytes_utf8": 4464, "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": 341, "bytes_utf8": 341, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13493, "cached_input_tokens": 12032, "output_tokens": 508, "reasoning_output_tokens": 415}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_dca32553e64ece33/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_dca32553e64ece33/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..f838294b405ca87d17de4b54858fcc56bb17cbf5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_dca32553e64ece33/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_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/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_dca32553e64ece33/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..f4bd96812a3dce022b9b324cca2117ed8b69aefd --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_dca32553e64ece33/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": "2026-05-19T15:31:34.270284+00:00", + "ended_at": "2026-05-19T15:31:57.230564+00:00", + "elapsed_ms": 22960.25, + "prompt_metrics": { + "chars": 4464, + "bytes_utf8": 4464, + "lines": 154, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 2035, + "bytes_utf8": 2035, + "lines": 8, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 341, + "bytes_utf8": 341, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13493, + "cached_input_tokens": 12032, + "output_tokens": 508, + "reasoning_output_tokens": 415 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_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_dca32553e64ece33/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_dca32553e64ece33/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..050a03d172719f1d97d6c6a6667028baa026432c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_dca32553e64ece33/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_clickbench_group_count", + "template_name": "Grouped Count by Category", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n20", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=V.", + "planned_template_id": "tpl_clickbench_group_count", + "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 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_dca32553e64ece33/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_dca32553e64ece33/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..24e223e492efaa139de640bdace0aa1a99bb3e00 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_dca32553e64ece33/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,8 @@ +{"type":"thread.started","thread_id":"019e40dd-2206-78f3-83a4-fbcbed4a827c"} +{"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 14128. Please try again in 423ms. 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 14128. Please try again in 423ms. 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 1999715, Requested 14128. Please try again in 415ms. Visit https://platform.openai.com/account/rate-limits to learn more.)"} +{"type":"error","message":"Reconnecting... 5/5 (stream disconnected before completion: Rate limit reached for gpt-5.4 in organization org-yXK0mBGOR7eXhtGEx8v7e3bf on tokens per min (TPM): Limit 2000000, Used 2000000, Requested 14128. Please try again in 423ms. Visit https://platform.openai.com/account/rate-limits to learn more.)"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"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.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13493,"cached_input_tokens":12032,"output_tokens":508,"reasoning_output_tokens":415}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_dca32553e64ece33/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_dca32553e64ece33/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..68c174d72181addd4552b8ba98fabee1b1f993ab --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_dca32553e64ece33/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"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."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_dca32553e64ece33/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_dca32553e64ece33/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_e017bf231e96053d/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_e017bf231e96053d/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8076226c8dd8d9a37865b7eacec74c5170292fd7 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_e017bf231e96053d/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": 642, "bytes_utf8": 642, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13657, "cached_input_tokens": 12672, "output_tokens": 537, "reasoning_output_tokens": 346}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_e017bf231e96053d/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_e017bf231e96053d/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..24766cf5b233596e5292b31b0aa2a1ce1978c4b2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_e017bf231e96053d/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_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/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_e017bf231e96053d/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..88c9e7a91b14b27d76f7896b67ed0c800d385562 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_e017bf231e96053d/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": "2026-05-19T15:49:10.991442+00:00", + "ended_at": "2026-05-19T15:49:23.015132+00:00", + "elapsed_ms": 12023.66, + "prompt_metrics": { + "chars": 5101, + "bytes_utf8": 5101, + "lines": 156, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1061, + "bytes_utf8": 1061, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 642, + "bytes_utf8": 642, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13657, + "cached_input_tokens": 12672, + "output_tokens": 537, + "reasoning_output_tokens": 346 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_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_e017bf231e96053d/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_e017bf231e96053d/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..cd39191985a85f8bd657d19c2661e122925d980b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_e017bf231e96053d/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": 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": "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_e017bf231e96053d/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_e017bf231e96053d/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..af4a8f31d835663bed3746eac5f599aa6af1dedc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_e017bf231e96053d/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ed-41e9-7ef1-b274-16403d0f3764"} +{"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\\\" * 0.05\\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.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13657,"cached_input_tokens":12672,"output_tokens":537,"reasoning_output_tokens":346}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_e017bf231e96053d/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_e017bf231e96053d/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..dd21048bd24d86785ee5a7d497478109de288ff9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_e017bf231e96053d/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\" * 0.05\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."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_e017bf231e96053d/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_e017bf231e96053d/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_e18b25305e68735e/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_e18b25305e68735e/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..56dc4eae250cdb9601f414a99c5ccf49b4fb122a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_e18b25305e68735e/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": 603, "bytes_utf8": 603, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13656, "cached_input_tokens": 12672, "output_tokens": 466, "reasoning_output_tokens": 303}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_e18b25305e68735e/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_e18b25305e68735e/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..2f70f46fdbe15cdbe97bb4515e23a512782b5983 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_e18b25305e68735e/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_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/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_e18b25305e68735e/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..9cbba9723e207f5c3acf6e0d09629ee059a1d903 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_e18b25305e68735e/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": "2026-05-19T15:48:34.720310+00:00", + "ended_at": "2026-05-19T15:48:44.927486+00:00", + "elapsed_ms": 10207.13, + "prompt_metrics": { + "chars": 5095, + "bytes_utf8": 5095, + "lines": 156, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 970, + "bytes_utf8": 970, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_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 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_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_e18b25305e68735e/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_e18b25305e68735e/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..451b412367a7da7eed76b1cfb6887a7c74929cbc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_e18b25305e68735e/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": 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 + }, + "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_e18b25305e68735e/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_e18b25305e68735e/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a014795e1d8c31031cb0b06ac30f175516c0145b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_e18b25305e68735e/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ec-b424-74b3-8680-8e05cd910426"} +{"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(\\\"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.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13656,"cached_input_tokens":12672,"output_tokens":466,"reasoning_output_tokens":303}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_e18b25305e68735e/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_e18b25305e68735e/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6e31cd8bbb40bf0dc380e016c953a8ef91150366 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_e18b25305e68735e/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(\"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."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_e18b25305e68735e/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_e18b25305e68735e/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/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_eb17e22847804f5f/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d732720aea2adeb27566d943fd0d1486b0acb5e0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_eb17e22847804f5f/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 4726, "bytes_utf8": 4726, "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": 551, "bytes_utf8": 551, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13573, "cached_input_tokens": 12672, "output_tokens": 509, "reasoning_output_tokens": 356}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_eb17e22847804f5f/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_eb17e22847804f5f/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..d06586b9e3eb9e6ea7a51ce135d94aae86de9e3b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_eb17e22847804f5f/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_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/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_eb17e22847804f5f/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..8fef0af24238eb42dd5595075dadd636478d6e0f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_eb17e22847804f5f/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": "2026-05-19T15:44:49.777743+00:00", + "ended_at": "2026-05-19T15:45:03.291943+00:00", + "elapsed_ms": 13514.17, + "prompt_metrics": { + "chars": 4726, + "bytes_utf8": 4726, + "lines": 154, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 923, + "bytes_utf8": 923, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_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 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_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_eb17e22847804f5f/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_eb17e22847804f5f/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..83dad315d462fbf172056b50edcfc0c237265cb3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_eb17e22847804f5f/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=RH.", + "planned_template_id": "tpl_m4_quantile_tail_slice", + "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 + }, + "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_eb17e22847804f5f/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_eb17e22847804f5f/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..29ec65e66566ed6459d33fc4982ad939c976c47a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_eb17e22847804f5f/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e9-4567-7912-8e4d-9567823ebdb6"} +{"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 \\\"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.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13573,"cached_input_tokens":12672,"output_tokens":509,"reasoning_output_tokens":356}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_eb17e22847804f5f/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_eb17e22847804f5f/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..13a604ad49d2bbb6664eff4fa6add610a478bc71 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_eb17e22847804f5f/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"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."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_eb17e22847804f5f/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_eb17e22847804f5f/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/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_ee411a2ed78b2be2/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8c40a757308cff7e16c465c205defc965088cc8e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_ee411a2ed78b2be2/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": 341, "bytes_utf8": 341, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13519, "cached_input_tokens": 12032, "output_tokens": 440, "reasoning_output_tokens": 344}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_ee411a2ed78b2be2/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_ee411a2ed78b2be2/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..a66ba89c589a744799921c0d47d95d6c869be20f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_ee411a2ed78b2be2/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_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/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_ee411a2ed78b2be2/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..22486b72a1acb2788bd81374b8d1aa6d1d257f36 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_ee411a2ed78b2be2/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": "2026-05-19T15:29:03.412750+00:00", + "ended_at": "2026-05-19T15:29:14.227294+00:00", + "elapsed_ms": 10814.51, + "prompt_metrics": { + "chars": 4545, + "bytes_utf8": 4545, + "lines": 156, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 703, + "bytes_utf8": 703, + "lines": 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": 440, + "reasoning_output_tokens": 344 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_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_ee411a2ed78b2be2/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_ee411a2ed78b2be2/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5478fc83167b8fc333a706e7cb65ddbdbac7c32e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_ee411a2ed78b2be2/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": 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 + }, + "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_ee411a2ed78b2be2/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_ee411a2ed78b2be2/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b425eaf2b3d132b8aee0f9f7efdc87fde5814d0b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_ee411a2ed78b2be2/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40da-d4c0-7171-99ec-d735116f267e"} +{"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 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.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13519,"cached_input_tokens":12032,"output_tokens":440,"reasoning_output_tokens":344}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_ee411a2ed78b2be2/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_ee411a2ed78b2be2/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0c18da0c507ddcae44df69ff759ff135b746c217 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_ee411a2ed78b2be2/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 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."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_ee411a2ed78b2be2/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_ee411a2ed78b2be2/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_eeaf092623a68a44/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_eeaf092623a68a44/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..15efc334fa9e8c7d48d005e123aeb405bcd4dcf8 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_eeaf092623a68a44/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": "2026-05-19T16:06:13.461612+00:00", + "ended_at": "2026-05-19T16:06:16.141266+00:00", + "elapsed_ms": 2679.63, + "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_eeaf092623a68a44/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_eeaf092623a68a44/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..72d98d864ea5db5a82cc4d8ee3d580a3a7aefd1b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_eeaf092623a68a44/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": "2026-05-19T16:06:17.143501+00:00", + "ended_at": "2026-05-19T16:06:20.012669+00:00", + "elapsed_ms": 2869.13, + "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_eeaf092623a68a44/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_eeaf092623a68a44/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..434dc72c80f7000c4ecca8f0800abc0e3dc659b2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_eeaf092623a68a44/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": 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": "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_eeaf092623a68a44/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_eeaf092623a68a44/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..434dc72c80f7000c4ecca8f0800abc0e3dc659b2 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_eeaf092623a68a44/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": 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": "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_eeaf092623a68a44/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_eeaf092623a68a44/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..85ff8ee384de39d14d81338fb79566de908d7674 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_eeaf092623a68a44/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fc-dbd2-78e0-ae8c-f8516324c5c5"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"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_eeaf092623a68a44/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_eeaf092623a68a44/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..975e03c4cc89f6c38a2404b9dfcfe8bf25605052 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_eeaf092623a68a44/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fc-dbd2-78e0-ae8c-f8516324c5c5"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota 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_eeaf092623a68a44/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_eeaf092623a68a44/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..40ee038c65dc35b8200e003c27513f0fc7e90800 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_eeaf092623a68a44/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fc-ea4e-7ea1-8aa8-219cf964c564"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"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_eeaf092623a68a44/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_eeaf092623a68a44/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..6696daee88babe9d995a1ba6be6e41de86b742ef --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_eeaf092623a68a44/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fc-ea4e-7ea1-8aa8-219cf964c564"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota 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_eeaf092623a68a44/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_eeaf092623a68a44/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_eeaf092623a68a44/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_eeaf092623a68a44/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_f07934f9f27282cc/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_f07934f9f27282cc/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..bca74798334d2c20b990aca56a53855eaa33f02b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_f07934f9f27282cc/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 4946, "bytes_utf8": 4946, "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": 623, "bytes_utf8": 623, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13636, "cached_input_tokens": 12032, "output_tokens": 702, "reasoning_output_tokens": 516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_f07934f9f27282cc/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_f07934f9f27282cc/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..d8ca476edb5a8b0e83924b0dac80d3d5f56e6e0a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_f07934f9f27282cc/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_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/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_f07934f9f27282cc/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..16e4ee68343c3cdff9d2d4afcf2795e430103fe5 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_f07934f9f27282cc/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:36:15.298808+00:00", + "ended_at": "2026-05-19T15:36:30.358965+00:00", + "elapsed_ms": 15060.13, + "prompt_metrics": { + "chars": 4946, + "bytes_utf8": 4946, + "lines": 158, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1011, + "bytes_utf8": 1011, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_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 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_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_f07934f9f27282cc/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_f07934f9f27282cc/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..43587b2e4782d5842a3dca9b1e189f58dba6f3fc --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_f07934f9f27282cc/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": "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 + }, + "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_f07934f9f27282cc/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_f07934f9f27282cc/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..3d0cb880fa332b722114463c2ac90f8620a2f5cb --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_f07934f9f27282cc/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e1-6bd2-7f93-86d2-b18b38b3f60b"} +{"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\\\", 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.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13636,"cached_input_tokens":12032,"output_tokens":702,"reasoning_output_tokens":516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_f07934f9f27282cc/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_f07934f9f27282cc/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b7f81182a1e8042c9be26cfbad6c0cc4b7d6aa38 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_f07934f9f27282cc/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"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."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_f07934f9f27282cc/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_f07934f9f27282cc/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/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_f2dc68ada1550ffa/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..90d7a4af3f0b9a009c8f9f2a6498a3eefef0052c --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_f2dc68ada1550ffa/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 4729, "bytes_utf8": 4729, "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": 467, "bytes_utf8": 467, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13574, "cached_input_tokens": 12672, "output_tokens": 355, "reasoning_output_tokens": 220}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_f2dc68ada1550ffa/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_f2dc68ada1550ffa/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..edf8a857f7c48fb5450b56f6271a6fe4c97a736d --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_f2dc68ada1550ffa/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_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/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_f2dc68ada1550ffa/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..801db81d846673cda5f5c26d9c8c5e874ab8b3d1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_f2dc68ada1550ffa/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": "2026-05-19T15:45:33.055321+00:00", + "ended_at": "2026-05-19T15:45:45.476750+00:00", + "elapsed_ms": 12421.4, + "prompt_metrics": { + "chars": 4729, + "bytes_utf8": 4729, + "lines": 154, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 830, + "bytes_utf8": 830, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 467, + "bytes_utf8": 467, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13574, + "cached_input_tokens": 12672, + "output_tokens": 355, + "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_f2dc68ada1550ffa/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_f2dc68ada1550ffa/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..91924f89278bd79b95554f0404b3333e9b2bfa1a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_f2dc68ada1550ffa/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=AP.", + "planned_template_id": "tpl_m4_quantile_tail_slice", + "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 + }, + "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_f2dc68ada1550ffa/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_f2dc68ada1550ffa/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..2c2a433228ad980ec6ae4c1f518e29ab03340579 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_f2dc68ada1550ffa/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e9-ee94-7e23-b28a-ea5d8e780540"} +{"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(\\\"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.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13574,"cached_input_tokens":12672,"output_tokens":355,"reasoning_output_tokens":220}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_f2dc68ada1550ffa/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_f2dc68ada1550ffa/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b1f7547f01a1d47fa1871b27db5290107e2bf0d9 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_f2dc68ada1550ffa/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"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."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_f2dc68ada1550ffa/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_f2dc68ada1550ffa/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_f405fca4e6d515b7/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_f405fca4e6d515b7/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0f45c5c8ac5ed2cf6ec4c5bf75c787930b9abb5b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_f405fca4e6d515b7/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": 606, "bytes_utf8": 606, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13733, "cached_input_tokens": 12672, "output_tokens": 555, "reasoning_output_tokens": 378}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_f405fca4e6d515b7/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_f405fca4e6d515b7/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..8de025c74062194fc5d2a1405d97efac79d69cea --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_f405fca4e6d515b7/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_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/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_f405fca4e6d515b7/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..1f3a7d78cb224a50fb7a40977fd76de39354b3f0 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_f405fca4e6d515b7/cli/sql_attempt_1.metadata.json @@ -0,0 +1,45 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-19T15:38:45.975899+00:00", + "ended_at": "2026-05-19T15:38:56.685467+00:00", + "elapsed_ms": 10709.54, + "prompt_metrics": { + "chars": 5360, + "bytes_utf8": 5360, + "lines": 159, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 975, + "bytes_utf8": 975, + "lines": 4, + "estimated_tokens": null + }, + "stderr_metrics": { + "chars": 0, + "bytes_utf8": 0, + "lines": 0, + "estimated_tokens": null + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 606, + "bytes_utf8": 606, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13733, + "cached_input_tokens": 12672, + "output_tokens": 555, + "reasoning_output_tokens": 378 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_f405fca4e6d515b7/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_f405fca4e6d515b7/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ade41c03f49dd5fa7bbe8ed2e16c1185891c172b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_f405fca4e6d515b7/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": 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 + }, + "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_f405fca4e6d515b7/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_f405fca4e6d515b7/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c91749b3e8b5212a65c4d235b28c4f7a0a5933af --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_f405fca4e6d515b7/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40e3-b891-7341-a9f8-ea9a8616e708"} +{"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 \\\"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'.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13733,"cached_input_tokens":12672,"output_tokens":555,"reasoning_output_tokens":378}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_f405fca4e6d515b7/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_f405fca4e6d515b7/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b9282168e411615d6964b9090a176e01efa76296 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_f405fca4e6d515b7/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"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'."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_f405fca4e6d515b7/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_f405fca4e6d515b7/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_fa7f63cfff13f411/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_fa7f63cfff13f411/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2824bb97dd8b1c31d471275881bfd21b5dbced9a --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_fa7f63cfff13f411/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": 695, "bytes_utf8": 695, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13654, "cached_input_tokens": 12672, "output_tokens": 720, "reasoning_output_tokens": 516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_fa7f63cfff13f411/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_fa7f63cfff13f411/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..5ff511016d8c256ce75548a553871d308d13a54b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_fa7f63cfff13f411/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_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/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_fa7f63cfff13f411/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..dfb8dfffb43181e766fd44317f196bd7b56da676 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_fa7f63cfff13f411/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": "2026-05-19T15:49:51.060774+00:00", + "ended_at": "2026-05-19T15:50:12.543488+00:00", + "elapsed_ms": 21482.68, + "prompt_metrics": { + "chars": 5096, + "bytes_utf8": 5096, + "lines": 156, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1115, + "bytes_utf8": 1115, + "lines": 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": 13654, + "cached_input_tokens": 12672, + "output_tokens": 720, + "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_fa7f63cfff13f411/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_fa7f63cfff13f411/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e75582b2f0c388bf52a919a5cb3220654b6e4145 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_fa7f63cfff13f411/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": 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 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_fa7f63cfff13f411/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_fa7f63cfff13f411/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d4e9a818e70db1c9cd04966ba35bec0f9002861b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_fa7f63cfff13f411/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40ed-de51-7790-aee8-57b4a71844ce"} +{"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(\\\"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.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13654,"cached_input_tokens":12672,"output_tokens":720,"reasoning_output_tokens":516}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_fa7f63cfff13f411/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_fa7f63cfff13f411/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..67f0527a552f214e07eebd792ba9226873061d61 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_fa7f63cfff13f411/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(\"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."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_fa7f63cfff13f411/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_fa7f63cfff13f411/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_fb6c1e4fe820f9bf/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_fb6c1e4fe820f9bf/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..771ac34d5a6bf4fa60b0965b55c3443b6706b236 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_fb6c1e4fe820f9bf/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": "2026-05-19T16:05:50.740214+00:00", + "ended_at": "2026-05-19T16:05:53.541111+00:00", + "elapsed_ms": 2800.87, + "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_fb6c1e4fe820f9bf/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_fb6c1e4fe820f9bf/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..2ad4ffb88b27a6c634bb193412865f8d536a4e06 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_fb6c1e4fe820f9bf/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": "2026-05-19T16:05:54.543027+00:00", + "ended_at": "2026-05-19T16:05:57.325681+00:00", + "elapsed_ms": 2782.6, + "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_fb6c1e4fe820f9bf/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_fb6c1e4fe820f9bf/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c287bfedac196fc730e7f42ae18520e309203d39 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_fb6c1e4fe820f9bf/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 filtered_stable_view. Focus on group_col=V, measure_col=V.", + "planned_template_id": "tpl_tpch_thresholded_group_ranking", + "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 {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_fb6c1e4fe820f9bf/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_fb6c1e4fe820f9bf/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..c287bfedac196fc730e7f42ae18520e309203d39 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_fb6c1e4fe820f9bf/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 filtered_stable_view. Focus on group_col=V, measure_col=V.", + "planned_template_id": "tpl_tpch_thresholded_group_ranking", + "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 {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_fb6c1e4fe820f9bf/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_fb6c1e4fe820f9bf/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..22d264740a68adf1219b9a1dba494256e708baff --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_fb6c1e4fe820f9bf/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fc-8315-7cf0-9053-0519de451670"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"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_fb6c1e4fe820f9bf/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_fb6c1e4fe820f9bf/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b653a0760576084ddcec9ccdfd95bbbeca65cc90 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_fb6c1e4fe820f9bf/cli/sql_response_attempt_1.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fc-8315-7cf0-9053-0519de451670"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota 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_fb6c1e4fe820f9bf/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_fb6c1e4fe820f9bf/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c416b7ea173ac1e326a36ed34491289450665df1 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_fb6c1e4fe820f9bf/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fc-9207-7393-bc64-72ea6a94707f"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"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_fb6c1e4fe820f9bf/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_fb6c1e4fe820f9bf/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..601de9d6cb9e1317ffcf297c3a0ebea1c2eb031e --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_fb6c1e4fe820f9bf/cli/sql_response_attempt_2.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019e40fc-9207-7393-bc64-72ea6a94707f"} +{"type":"turn.started"} +{"type":"error","message":"Quota exceeded. Check your plan and billing details."} +{"type":"turn.failed","error":{"message":"Quota 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_fb6c1e4fe820f9bf/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_fb6c1e4fe820f9bf/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_fb6c1e4fe820f9bf/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_fb6c1e4fe820f9bf/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_fe98a58793fda2ef/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_fe98a58793fda2ef/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c0f74bf3085f07557e38c27f252beb39bcbb3e6b --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_fe98a58793fda2ef/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 4629, "bytes_utf8": 4629, "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": 374, "bytes_utf8": 374, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13530, "cached_input_tokens": 12032, "output_tokens": 318, "reasoning_output_tokens": 220}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_fe98a58793fda2ef/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_fe98a58793fda2ef/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..accce27f9e5d819f3273d00be9b6279d9f2e4162 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_fe98a58793fda2ef/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_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/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_fe98a58793fda2ef/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..9140bc6beb498cd9d57acdccab14d6735ce38eac --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_fe98a58793fda2ef/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": "2026-05-19T15:41:27.583888+00:00", + "ended_at": "2026-05-19T15:41:41.535567+00:00", + "elapsed_ms": 13951.66, + "prompt_metrics": { + "chars": 4629, + "bytes_utf8": 4629, + "lines": 156, + "estimated_tokens": null + }, + "stdout_metrics": { + "chars": 1060, + "bytes_utf8": 1060, + "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": 374, + "bytes_utf8": 374, + "lines": 1, + "estimated_tokens": null + }, + "usage": { + "input_tokens": 13530, + "cached_input_tokens": 12032, + "output_tokens": 318, + "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_fe98a58793fda2ef/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_fe98a58793fda2ef/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f97b5565afd1e799ab761675f6992560647b2ef3 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_fe98a58793fda2ef/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 ranked_signal_view. Focus on group_col=V, measure_col=AP.", + "planned_template_id": "tpl_m4_window_partition_avg", + "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 + }, + "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_fe98a58793fda2ef/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_fe98a58793fda2ef/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..70dc2463c9457301e69f4231fad7192e81c60a3f --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_fe98a58793fda2ef/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,5 @@ +{"type":"thread.started","thread_id":"019e40e6-2fc1-7b80-a645-026a4a4042df"} +{"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 1987363, Requested 14165. Please try again in 45ms. 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(\\\"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.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":13530,"cached_input_tokens":12032,"output_tokens":318,"reasoning_output_tokens":220}} diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_fe98a58793fda2ef/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_fe98a58793fda2ef/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..aa4d66e408832128ec468d338ac6a2026ab6ec96 --- /dev/null +++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_fe98a58793fda2ef/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"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."} \ No newline at end of file diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_fe98a58793fda2ef/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/n20/artifacts/v2q_n20_fe98a58793fda2ef/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391