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Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_286188919a0ffab1/final_answer.txt

@@ -0,0 +1,2 @@
+SQL executed successfully for: Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=finance.
+Result preview: [{"finance": "inconv", "support": 6480}]

Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_286188919a0ffab1/generated_sql.sql

@@ -0,0 +1,19 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: c7
+-- family_id: subgroup_structure
+-- canonical_subitem_id: subgroup_size_stability
+-- intended_facet_id: subgroup_distribution_shift
+-- variant_semantic_role: filtered_stable_view
+-- template_id: tpl_clickbench_filtered_topk_group_count
+-- query_record_id: v2q_c7_286188919a0ffab1
+-- problem_id: v2p_c7_e50c463ec6d0d66d
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "finance", COUNT(*) AS support
+FROM "c7"
+WHERE "finance" = 'inconv'
+GROUP BY "finance"
+ORDER BY support DESC
+LIMIT 13;

Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_286188919a0ffab1/trace.jsonl

@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T15:52:37.654814+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": 7988.41, "started_at": "2026-05-19T15:52:29.665405+00:00", "ended_at": "2026-05-19T15:52:37.653857+00:00", "prompt_metrics": {"chars": 6438, "bytes_utf8": 6438, "lines": 206, "estimated_tokens": null}, "response_metrics": {"chars": 381, "bytes_utf8": 381, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13919, "cached_input_tokens": 12672, "output_tokens": 220, "reasoning_output_tokens": 119}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"finance\\\", COUNT(*) AS support\\nFROM \\\"c7\\\"\\nWHERE \\\"finance\\\" = 'inconv'\\nGROUP BY \\\"finance\\\"\\nORDER BY support DESC\\nLIMIT 13;\",\"notes\":\"Used the required template with group_col=\\\"finance\\\" and the bound filter \\\"finance\\\" = 'inconv'. Identifiers are double-quoted and the query is SQLite-compatible.\"}"}

Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_42902373218c1a8b/final_answer.txt

@@ -0,0 +1,2 @@
+SQL executed successfully for: Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=children, condition_col=children.
+Result preview: [{"children": "1", "condition_rate": 1.0}, {"children": "more", "condition_rate": 0.0}, {"children": "3", "condition_rate": 0.0}, {"children": "2", "condition_rate": 0.0}]

Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_42902373218c1a8b/generated_sql.sql

@@ -0,0 +1,18 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: c7
+-- family_id: conditional_dependency_structure
+-- canonical_subitem_id: dependency_strength_similarity
+-- intended_facet_id: pairwise_conditional_dependency
+-- variant_semantic_role: within_group_proportion
+-- template_id: tpl_m4_group_condition_rate
+-- query_record_id: v2q_c7_42902373218c1a8b
+-- problem_id: v2p_c7_601cc9da1f6bc2a0
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "children",
+       AVG(CASE WHEN "children" = '1' THEN 1 ELSE 0 END) AS "condition_rate"
+FROM "c7"
+GROUP BY "children"
+ORDER BY "condition_rate" DESC;

Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_42902373218c1a8b/query_results.jsonl

@@ -0,0 +1 @@
+{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"children\",\n       AVG(CASE WHEN \"children\" = '1' THEN 1 ELSE 0 END) AS \"condition_rate\"\nFROM \"c7\"\nGROUP BY \"children\"\nORDER BY \"condition_rate\" DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"children\\\",\\n       AVG(CASE WHEN \\\"children\\\" = '1' THEN 1 ELSE 0 END) AS \\\"condition_rate\\\"\\nFROM \\\"c7\\\"\\nGROUP BY \\\"children\\\"\\nORDER BY \\\"condition_rate\\\" DESC;\", \"columns\": [\"children\", \"condition_rate\"], \"rows\": [{\"children\": \"1\", \"condition_rate\": 1.0}, {\"children\": \"more\", \"condition_rate\": 0.0}, {\"children\": \"3\", \"condition_rate\": 0.0}, {\"children\": \"2\", \"condition_rate\": 0.0}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 7.64}"}

Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_42902373218c1a8b/run_manifest.json

@@ -0,0 +1,92 @@
+{
+  "run_id": "v2_cli_20260502_081223_b",
+  "dataset_id": "c7",
+  "started_at": "2026-05-19T15:34:25.311563+00:00",
+  "ended_at": "2026-05-19T15:34:35.084370+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c7_42902373218c1a8b",
+    "problem_id": "v2p_c7_601cc9da1f6bc2a0",
+    "dataset_id": "c7",
+    "template_id": "tpl_m4_group_condition_rate",
+    "template_name": "Grouped Condition Rate",
+    "family_id": "conditional_dependency_structure",
+    "canonical_subitem_id": "dependency_strength_similarity",
+    "intended_facet_id": "pairwise_conditional_dependency",
+    "variant_semantic_role": "within_group_proportion",
+    "subitem_assignment_source": "planner_selected",
+    "source_kind": "agent",
+    "realization_mode": "agent",
+    "gate_priority": "primary",
+    "extended_family": false,
+    "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=children, condition_col=children.",
+    "bindings": {
+      "group_col": "children",
+      "condition_col": "children",
+      "condition_value": "1",
+      "positive_value": "1",
+      "negative_value": "2",
+      "top_k": 10,
+      "top_n": 5,
+      "num_tiles": 10,
+      "percentile_value": 0.95,
+      "z_threshold": 2.0,
+      "fraction_threshold": 0.1,
+      "baseline_multiplier": 1.5,
+      "baseline_fraction": 0.1,
+      "min_group_size": 5,
+      "min_support": 5,
+      "measure_threshold": 0.0,
+      "time_grain": "month",
+      "lookback_rows": 3,
+      "current_period_start": "'2024-01-01'",
+      "current_period_end": "'2024-04-01'",
+      "previous_period_start": "'2023-10-01'",
+      "previous_period_end": "'2024-01-01'",
+      "drift_ratio_threshold": 0.8
+    },
+    "binding_roles": [
+      "group_col",
+      "condition_col"
+    ],
+    "coverage_target_min": "5",
+    "runtime_sql_skeleton": "SELECT {group_col},\n       AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;",
+    "notes": [
+      "default_facets=pairwise_conditional_dependency",
+      "template_selection_mode=rule",
+      "problem_index_within_template=7",
+      "sql_variant_index=1/2",
+      "binding_index=30"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 3,
+    "problem_index_within_template": 7,
+    "sql_variant_index": 1,
+    "sql_variant_total": 2
+  },
+  "mode": "subitem_workload_v2",
+  "sql_source_version": "v2",
+  "sql_source_label": "v2_current",
+  "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_42902373218c1a8b.sql",
+  "usage_summary": {
+    "dataset_id": "c7",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c7_42902373218c1a8b",
+    "api_calls": 0,
+    "input_tokens": 13931,
+    "cached_input_tokens": 12032,
+    "output_tokens": 379,
+    "total_tokens": 14310,
+    "cost_usd": 0.0,
+    "ai_cli_calls": 1,
+    "estimated_input_tokens": 0,
+    "estimated_output_tokens": 0,
+    "estimated_total_tokens": 0,
+    "usage_source": "ai_cli_json_usage",
+    "cli_elapsed_ms_total": 9757.35,
+    "sql_execution_elapsed_ms_total": 7.64,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_42902373218c1a8b/cli/conversation.jsonl",
+    "note": "Executed through a local AI CLI with structured usage metadata."
+  }
+}

Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_42902373218c1a8b/trace.jsonl

@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T15:34:35.072780+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": 9757.35, "started_at": "2026-05-19T15:34:25.314091+00:00", "ended_at": "2026-05-19T15:34:35.071487+00:00", "prompt_metrics": {"chars": 6502, "bytes_utf8": 6502, "lines": 207, "estimated_tokens": null}, "response_metrics": {"chars": 500, "bytes_utf8": 500, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13931, "cached_input_tokens": 12032, "output_tokens": 379, "reasoning_output_tokens": 244}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"children\\\",\\n       AVG(CASE WHEN \\\"children\\\" = '1' THEN 1 ELSE 0 END) AS \\\"condition_rate\\\"\\nFROM \\\"c7\\\"\\nGROUP BY \\\"children\\\"\\nORDER BY \\\"condition_rate\\\" DESC;\",\"notes\":\"Uses the required template with group_col and condition_col both bound to \\\"children\\\" and condition_value bound to '1'. This measures the within-group proportion of rows where children='1', which will be 1.0 for the '1' group and 0.0 for other children groups.\"}"}

Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_42902373218c1a8b/usage_summary.json

@@ -0,0 +1,20 @@
+{
+  "dataset_id": "c7",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_c7_42902373218c1a8b",
+  "api_calls": 0,
+  "input_tokens": 13931,
+  "cached_input_tokens": 12032,
+  "output_tokens": 379,
+  "total_tokens": 14310,
+  "cost_usd": 0.0,
+  "ai_cli_calls": 1,
+  "estimated_input_tokens": 0,
+  "estimated_output_tokens": 0,
+  "estimated_total_tokens": 0,
+  "usage_source": "ai_cli_json_usage",
+  "cli_elapsed_ms_total": 9757.35,
+  "sql_execution_elapsed_ms_total": 7.64,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_42902373218c1a8b/cli/conversation.jsonl",
+  "note": "Executed through a local AI CLI with structured usage metadata."
+}

Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_56c2fcc58f791d3d/final_answer.txt

@@ -0,0 +1,2 @@
+SQL executed successfully for: Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=finance, group_col_2=health, target_col=class.
+Result preview: [{"finance": "convenient", "health": "recommended", "target_rate": 0.10092592592592593}, {"finance": "inconv", "health": "recommended", "target_rate": 0.05092592592592592}, {"finance": "convenient", "health": "not_recom", "target_rate": 0.0}, {"finance": "convenient", "health": "priority", "target_rate": 0.0}, {"finance": "inconv", "health": "not_recom", "target_rate": 0.0}]

Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_56c2fcc58f791d3d/generated_sql.sql

@@ -0,0 +1,18 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: c7
+-- family_id: conditional_dependency_structure
+-- canonical_subitem_id: direction_consistency
+-- intended_facet_id: conditional_rate_shift
+-- variant_semantic_role: within_group_proportion
+-- template_id: tpl_c2_two_dim_target_rate
+-- query_record_id: v2q_c7_56c2fcc58f791d3d
+-- problem_id: v2p_c7_aecb0bd1eb980e2d
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "finance", "health",
+       AVG(CASE WHEN "class" = 'very_recom' THEN 1 ELSE 0 END) AS "target_rate"
+FROM "c7"
+GROUP BY "finance", "health"
+ORDER BY "target_rate" DESC;

Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_56c2fcc58f791d3d/query_results.jsonl

@@ -0,0 +1 @@
+{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"finance\", \"health\",\n       AVG(CASE WHEN \"class\" = 'very_recom' THEN 1 ELSE 0 END) AS \"target_rate\"\nFROM \"c7\"\nGROUP BY \"finance\", \"health\"\nORDER BY \"target_rate\" DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"finance\\\", \\\"health\\\",\\n       AVG(CASE WHEN \\\"class\\\" = 'very_recom' THEN 1 ELSE 0 END) AS \\\"target_rate\\\"\\nFROM \\\"c7\\\"\\nGROUP BY \\\"finance\\\", \\\"health\\\"\\nORDER BY \\\"target_rate\\\" DESC;\", \"columns\": [\"finance\", \"health\", \"target_rate\"], \"rows\": [{\"finance\": \"convenient\", \"health\": \"recommended\", \"target_rate\": 0.10092592592592593}, {\"finance\": \"inconv\", \"health\": \"recommended\", \"target_rate\": 0.05092592592592592}, {\"finance\": \"convenient\", \"health\": \"not_recom\", \"target_rate\": 0.0}, {\"finance\": \"convenient\", \"health\": \"priority\", \"target_rate\": 0.0}, {\"finance\": \"inconv\", \"health\": \"not_recom\", \"target_rate\": 0.0}, {\"finance\": \"inconv\", \"health\": \"priority\", \"target_rate\": 0.0}], \"row_count_returned\": 6, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 21.12}"}

Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_56c2fcc58f791d3d/run_manifest.json

@@ -0,0 +1,92 @@
+{
+  "run_id": "v2_cli_20260502_081223_b",
+  "dataset_id": "c7",
+  "started_at": "2026-05-19T15:49:57.033054+00:00",
+  "ended_at": "2026-05-19T15:50:08.134345+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c7_56c2fcc58f791d3d",
+    "problem_id": "v2p_c7_aecb0bd1eb980e2d",
+    "dataset_id": "c7",
+    "template_id": "tpl_c2_two_dim_target_rate",
+    "template_name": "Two-Axis Target Rate Surface",
+    "family_id": "conditional_dependency_structure",
+    "canonical_subitem_id": "direction_consistency",
+    "intended_facet_id": "conditional_rate_shift",
+    "variant_semantic_role": "within_group_proportion",
+    "subitem_assignment_source": "planner_selected",
+    "source_kind": "agent",
+    "realization_mode": "agent",
+    "gate_priority": "primary",
+    "extended_family": false,
+    "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=finance, group_col_2=health, target_col=class.",
+    "bindings": {
+      "group_col": "finance",
+      "group_col_2": "health",
+      "target_col": "class",
+      "target_value": "very_recom",
+      "top_k": 18,
+      "top_n": 7,
+      "num_tiles": 10,
+      "percentile_value": 0.95,
+      "z_threshold": 2.0,
+      "fraction_threshold": 0.05,
+      "baseline_multiplier": 1.75,
+      "baseline_fraction": 0.1,
+      "min_group_size": 5,
+      "min_support": 4,
+      "measure_threshold": 0.0,
+      "time_grain": "month",
+      "lookback_rows": 3,
+      "current_period_start": "'2024-01-01'",
+      "current_period_end": "'2024-04-01'",
+      "previous_period_start": "'2023-10-01'",
+      "previous_period_end": "'2024-01-01'",
+      "drift_ratio_threshold": 0.8
+    },
+    "binding_roles": [
+      "group_col",
+      "group_col_2",
+      "target_col"
+    ],
+    "coverage_target_min": "5",
+    "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n       AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;",
+    "notes": [
+      "default_facets=conditional_rate_shift",
+      "template_selection_mode=rule",
+      "problem_index_within_template=8",
+      "sql_variant_index=2/2",
+      "binding_index=103"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 9,
+    "problem_index_within_template": 8,
+    "sql_variant_index": 2,
+    "sql_variant_total": 2
+  },
+  "mode": "subitem_workload_v2",
+  "sql_source_version": "v2",
+  "sql_source_label": "v2_current",
+  "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_56c2fcc58f791d3d.sql",
+  "usage_summary": {
+    "dataset_id": "c7",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c7_56c2fcc58f791d3d",
+    "api_calls": 0,
+    "input_tokens": 13972,
+    "cached_input_tokens": 12672,
+    "output_tokens": 440,
+    "total_tokens": 14412,
+    "cost_usd": 0.0,
+    "ai_cli_calls": 1,
+    "estimated_input_tokens": 0,
+    "estimated_output_tokens": 0,
+    "estimated_total_tokens": 0,
+    "usage_source": "ai_cli_json_usage",
+    "cli_elapsed_ms_total": 11072.4,
+    "sql_execution_elapsed_ms_total": 21.12,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_56c2fcc58f791d3d/cli/conversation.jsonl",
+    "note": "Executed through a local AI CLI with structured usage metadata."
+  }
+}

Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_56c2fcc58f791d3d/usage_summary.json

@@ -0,0 +1,20 @@
+{
+  "dataset_id": "c7",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_c7_56c2fcc58f791d3d",
+  "api_calls": 0,
+  "input_tokens": 13972,
+  "cached_input_tokens": 12672,
+  "output_tokens": 440,
+  "total_tokens": 14412,
+  "cost_usd": 0.0,
+  "ai_cli_calls": 1,
+  "estimated_input_tokens": 0,
+  "estimated_output_tokens": 0,
+  "estimated_total_tokens": 0,
+  "usage_source": "ai_cli_json_usage",
+  "cli_elapsed_ms_total": 11072.4,
+  "sql_execution_elapsed_ms_total": 21.12,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_56c2fcc58f791d3d/cli/conversation.jsonl",
+  "note": "Executed through a local AI CLI with structured usage metadata."
+}

Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_724a3e89f9da569a/final_answer.txt

@@ -0,0 +1,2 @@
+SQL executed successfully for: Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=finance, target_col=class.
+Result preview: [{"finance": "convenient", "support": 6480, "focus_rate": 0.34629629629629627}, {"finance": "inconv", "support": 6480, "focus_rate": 0.31203703703703706}]

Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_724a3e89f9da569a/generated_sql.sql

@@ -0,0 +1,22 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: c7
+-- family_id: tail_rarity_structure
+-- canonical_subitem_id: tail_concentration_consistency
+-- intended_facet_id: rare_target_concentration
+-- variant_semantic_role: focused_target_view
+-- template_id: tpl_tail_target_rate_extremes_v2
+-- query_record_id: v2q_c7_724a3e89f9da569a
+-- problem_id: v2p_c7_6bb0d29198bab552
+-- realization_mode: agent
+-- source_kind: agent
+SELECT
+    "finance",
+    COUNT(*) AS support,
+    AVG(CASE WHEN "class" = 'priority' THEN 1 ELSE 0 END) AS focus_rate
+FROM "c7"
+GROUP BY "finance"
+HAVING COUNT(*) >= 5
+ORDER BY focus_rate DESC, support ASC
+LIMIT 11;

Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_724a3e89f9da569a/query_results.jsonl

@@ -0,0 +1 @@
+{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n    \"finance\",\n    COUNT(*) AS support,\n    AVG(CASE WHEN \"class\" = 'priority' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c7\"\nGROUP BY \"finance\"\nHAVING COUNT(*) >= 5\nORDER BY focus_rate DESC, support ASC\nLIMIT 11;", "result": "{\"query\": \"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n    \\\"finance\\\",\\n    COUNT(*) AS support,\\n    AVG(CASE WHEN \\\"class\\\" = 'priority' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c7\\\"\\nGROUP BY \\\"finance\\\"\\nHAVING COUNT(*) >= 5\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 11;\", \"columns\": [\"finance\", \"support\", \"focus_rate\"], \"rows\": [{\"finance\": \"convenient\", \"support\": 6480, \"focus_rate\": 0.34629629629629627}, {\"finance\": \"inconv\", \"support\": 6480, \"focus_rate\": 0.31203703703703706}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 10.96}"}

Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_724a3e89f9da569a/run_manifest.json

@@ -0,0 +1,90 @@
+{
+  "run_id": "v2_cli_20260502_081223_b",
+  "dataset_id": "c7",
+  "started_at": "2026-05-19T15:43:58.244924+00:00",
+  "ended_at": "2026-05-19T15:44:07.075193+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c7_724a3e89f9da569a",
+    "problem_id": "v2p_c7_6bb0d29198bab552",
+    "dataset_id": "c7",
+    "template_id": "tpl_tail_target_rate_extremes_v2",
+    "template_name": "Tail Target-Rate Extremes",
+    "family_id": "tail_rarity_structure",
+    "canonical_subitem_id": "tail_concentration_consistency",
+    "intended_facet_id": "rare_target_concentration",
+    "variant_semantic_role": "focused_target_view",
+    "subitem_assignment_source": "planner_selected",
+    "source_kind": "agent",
+    "realization_mode": "agent",
+    "gate_priority": "primary",
+    "extended_family": false,
+    "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=finance, target_col=class.",
+    "bindings": {
+      "group_col": "finance",
+      "target_col": "class",
+      "target_value": "priority",
+      "top_k": 11,
+      "top_n": 5,
+      "num_tiles": 10,
+      "percentile_value": 0.95,
+      "z_threshold": 2.0,
+      "fraction_threshold": 0.1,
+      "baseline_multiplier": 1.5,
+      "baseline_fraction": 0.1,
+      "min_group_size": 5,
+      "min_support": 5,
+      "measure_threshold": 0.0,
+      "time_grain": "month",
+      "lookback_rows": 3,
+      "current_period_start": "'2024-01-01'",
+      "current_period_end": "'2024-04-01'",
+      "previous_period_start": "'2023-10-01'",
+      "previous_period_end": "'2024-01-01'",
+      "drift_ratio_threshold": 0.8
+    },
+    "binding_roles": [
+      "group_col",
+      "target_col"
+    ],
+    "coverage_target_min": "5",
+    "runtime_sql_skeleton": "SELECT\n    {group_col},\n    COUNT(*) AS support,\n    AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};",
+    "notes": [
+      "default_facets=rare_target_concentration",
+      "template_selection_mode=rule",
+      "problem_index_within_template=3",
+      "sql_variant_index=1/2",
+      "binding_index=86"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 8,
+    "problem_index_within_template": 3,
+    "sql_variant_index": 1,
+    "sql_variant_total": 2
+  },
+  "mode": "subitem_workload_v2",
+  "sql_source_version": "v2",
+  "sql_source_label": "v2_current",
+  "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_724a3e89f9da569a.sql",
+  "usage_summary": {
+    "dataset_id": "c7",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c7_724a3e89f9da569a",
+    "api_calls": 0,
+    "input_tokens": 13984,
+    "cached_input_tokens": 12672,
+    "output_tokens": 345,
+    "total_tokens": 14329,
+    "cost_usd": 0.0,
+    "ai_cli_calls": 1,
+    "estimated_input_tokens": 0,
+    "estimated_output_tokens": 0,
+    "estimated_total_tokens": 0,
+    "usage_source": "ai_cli_json_usage",
+    "cli_elapsed_ms_total": 8813.57,
+    "sql_execution_elapsed_ms_total": 10.96,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_724a3e89f9da569a/cli/conversation.jsonl",
+    "note": "Executed through a local AI CLI with structured usage metadata."
+  }
+}

Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_724a3e89f9da569a/trace.jsonl

@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T15:44:07.061503+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": 8813.57, "started_at": "2026-05-19T15:43:58.246564+00:00", "ended_at": "2026-05-19T15:44:07.060163+00:00", "prompt_metrics": {"chars": 6588, "bytes_utf8": 6588, "lines": 205, "estimated_tokens": null}, "response_metrics": {"chars": 460, "bytes_utf8": 460, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13984, "cached_input_tokens": 12672, "output_tokens": 345, "reasoning_output_tokens": 210}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n    \\\"finance\\\",\\n    COUNT(*) AS support,\\n    AVG(CASE WHEN \\\"class\\\" = 'priority' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c7\\\"\\nGROUP BY \\\"finance\\\"\\nHAVING COUNT(*) >= 5\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 11;\",\"notes\":\"Uses the requested Tail Target-Rate Extremes template with group_col=\\\"finance\\\", target_col=\\\"class\\\", target_value='priority', min_support=5, and top_k=11.\"}"}

Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_724a3e89f9da569a/usage_summary.json

@@ -0,0 +1,20 @@
+{
+  "dataset_id": "c7",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_c7_724a3e89f9da569a",
+  "api_calls": 0,
+  "input_tokens": 13984,
+  "cached_input_tokens": 12672,
+  "output_tokens": 345,
+  "total_tokens": 14329,
+  "cost_usd": 0.0,
+  "ai_cli_calls": 1,
+  "estimated_input_tokens": 0,
+  "estimated_output_tokens": 0,
+  "estimated_total_tokens": 0,
+  "usage_source": "ai_cli_json_usage",
+  "cli_elapsed_ms_total": 8813.57,
+  "sql_execution_elapsed_ms_total": 10.96,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_724a3e89f9da569a/cli/conversation.jsonl",
+  "note": "Executed through a local AI CLI with structured usage metadata."
+}