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  1. Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_5801be4163cc88a2/final_answer.txt +2 -0
  2. Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_5801be4163cc88a2/generated_sql.sql +19 -0
  3. Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_5801be4163cc88a2/query_results.jsonl +1 -0
  4. Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_5801be4163cc88a2/run_manifest.json +91 -0
  5. Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_5801be4163cc88a2/usage_summary.json +20 -0
  6. Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_8b2b2f8681264ded/final_answer.txt +2 -0
  7. Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_8b2b2f8681264ded/generated_sql.sql +18 -0
  8. Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_8b2b2f8681264ded/query_results.jsonl +1 -0
  9. Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_8b2b2f8681264ded/trace.jsonl +1 -0
  10. Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_ae33a5e399caf375/generated_sql.sql +18 -0
  11. Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_ae33a5e399caf375/query_results.jsonl +1 -0
  12. Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_ae33a5e399caf375/run_manifest.json +93 -0
  13. Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_ae33a5e399caf375/usage_summary.json +20 -0
  14. Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_d722d0904014a7fe/trace.jsonl +1 -0
  15. Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_eb53c6adfdaec747/final_answer.txt +2 -0
  16. Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_eb53c6adfdaec747/generated_sql.sql +18 -0
  17. Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_eb53c6adfdaec747/query_results.jsonl +1 -0
  18. Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_eb53c6adfdaec747/run_manifest.json +89 -0
  19. Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_eb53c6adfdaec747/trace.jsonl +1 -0
  20. Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_eb53c6adfdaec747/usage_summary.json +20 -0
Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_5801be4163cc88a2/final_answer.txt ADDED
@@ -0,0 +1,2 @@
 
 
 
1
+ SQL executed successfully for: Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=has_nurs.
2
+ Result preview: [{"has_nurs": "very_crit", "support": 1296}, {"has_nurs": "proper", "support": 1296}, {"has_nurs": "less_proper", "support": 1296}, {"has_nurs": "improper", "support": 1296}, {"has_nurs": "critical", "support": 1296}]
Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_5801be4163cc88a2/generated_sql.sql ADDED
@@ -0,0 +1,19 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ -- sql_source_version: v2
2
+ -- sql_source_label: v2_current
3
+ -- sql_source_run_id: v2_cli_20260502_081223_b
4
+ -- sql_source_dataset_id: c7
5
+ -- family_id: subgroup_structure
6
+ -- canonical_subitem_id: subgroup_size_stability
7
+ -- intended_facet_id: subgroup_distribution_shift
8
+ -- variant_semantic_role: count_distribution
9
+ -- template_id: tpl_clickbench_filtered_topk_group_count
10
+ -- query_record_id: v2q_c7_5801be4163cc88a2
11
+ -- problem_id: v2p_c7_98f57104d9cead2b
12
+ -- realization_mode: agent
13
+ -- source_kind: agent
14
+ SELECT "has_nurs", COUNT(*) AS support
15
+ FROM "c7"
16
+ WHERE "finance" = 'inconv'
17
+ GROUP BY "has_nurs"
18
+ ORDER BY support DESC
19
+ LIMIT 19;
Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_5801be4163cc88a2/query_results.jsonl ADDED
@@ -0,0 +1 @@
 
 
1
+ {"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"has_nurs\", COUNT(*) AS support\nFROM \"c7\"\nWHERE \"finance\" = 'inconv'\nGROUP BY \"has_nurs\"\nORDER BY support DESC\nLIMIT 19;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"has_nurs\\\", COUNT(*) AS support\\nFROM \\\"c7\\\"\\nWHERE \\\"finance\\\" = 'inconv'\\nGROUP BY \\\"has_nurs\\\"\\nORDER BY support DESC\\nLIMIT 19;\", \"columns\": [\"has_nurs\", \"support\"], \"rows\": [{\"has_nurs\": \"very_crit\", \"support\": 1296}, {\"has_nurs\": \"proper\", \"support\": 1296}, {\"has_nurs\": \"less_proper\", \"support\": 1296}, {\"has_nurs\": \"improper\", \"support\": 1296}, {\"has_nurs\": \"critical\", \"support\": 1296}], \"row_count_returned\": 5, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 5.07}"}
Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_5801be4163cc88a2/run_manifest.json ADDED
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1
+ {
2
+ "run_id": "v2_cli_20260502_081223_b",
3
+ "dataset_id": "c7",
4
+ "started_at": "2026-05-19T15:51:23.139890+00:00",
5
+ "ended_at": "2026-05-19T15:51:30.267941+00:00",
6
+ "status": "completed",
7
+ "engine": "cli",
8
+ "question_record": {
9
+ "query_record_id": "v2q_c7_5801be4163cc88a2",
10
+ "problem_id": "v2p_c7_98f57104d9cead2b",
11
+ "dataset_id": "c7",
12
+ "template_id": "tpl_clickbench_filtered_topk_group_count",
13
+ "template_name": "Filtered Top-k Group Count",
14
+ "family_id": "subgroup_structure",
15
+ "canonical_subitem_id": "subgroup_size_stability",
16
+ "intended_facet_id": "subgroup_distribution_shift",
17
+ "variant_semantic_role": "count_distribution",
18
+ "subitem_assignment_source": "planner_selected",
19
+ "source_kind": "agent",
20
+ "realization_mode": "agent",
21
+ "gate_priority": "primary",
22
+ "extended_family": false,
23
+ "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=has_nurs.",
24
+ "bindings": {
25
+ "group_col": "has_nurs",
26
+ "predicate_col": "finance",
27
+ "predicate_op": "=",
28
+ "predicate_value": "inconv",
29
+ "top_k": 19,
30
+ "top_n": 5,
31
+ "num_tiles": 10,
32
+ "percentile_value": 0.95,
33
+ "z_threshold": 2.0,
34
+ "fraction_threshold": 0.05,
35
+ "baseline_multiplier": 1.75,
36
+ "baseline_fraction": 0.1,
37
+ "min_group_size": 5,
38
+ "min_support": 4,
39
+ "measure_threshold": 0.0,
40
+ "time_grain": "month",
41
+ "lookback_rows": 3,
42
+ "current_period_start": "'2024-01-01'",
43
+ "current_period_end": "'2024-04-01'",
44
+ "previous_period_start": "'2023-10-01'",
45
+ "previous_period_end": "'2024-01-01'",
46
+ "drift_ratio_threshold": 0.8
47
+ },
48
+ "binding_roles": [
49
+ "group_col",
50
+ "predicate_col"
51
+ ],
52
+ "coverage_target_min": "5",
53
+ "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};",
54
+ "notes": [
55
+ "default_facets=subgroup_distribution_shift",
56
+ "template_selection_mode=rule",
57
+ "problem_index_within_template=2",
58
+ "sql_variant_index=2/2",
59
+ "binding_index=109"
60
+ ],
61
+ "template_selection_mode": "rule",
62
+ "selected_template_rank": 10,
63
+ "problem_index_within_template": 2,
64
+ "sql_variant_index": 2,
65
+ "sql_variant_total": 2
66
+ },
67
+ "mode": "subitem_workload_v2",
68
+ "sql_source_version": "v2",
69
+ "sql_source_label": "v2_current",
70
+ "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c7/sql/v2q_c7_5801be4163cc88a2.sql",
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+ "usage_summary": {
72
+ "dataset_id": "c7",
73
+ "model": "v2-cli:codex",
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+ "run_id": "v2q_c7_5801be4163cc88a2",
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+ "api_calls": 0,
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+ "input_tokens": 13921,
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+ "cached_input_tokens": 12672,
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+ "output_tokens": 202,
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+ "total_tokens": 14123,
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+ "cost_usd": 0.0,
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+ "ai_cli_calls": 1,
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+ "estimated_input_tokens": 0,
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+ "estimated_output_tokens": 0,
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+ "estimated_total_tokens": 0,
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+ "usage_source": "ai_cli_json_usage",
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+ "cli_elapsed_ms_total": 7117.04,
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+ "sql_execution_elapsed_ms_total": 5.07,
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+ "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_5801be4163cc88a2/cli/conversation.jsonl",
89
+ "note": "Executed through a local AI CLI with structured usage metadata."
90
+ }
91
+ }
Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_5801be4163cc88a2/usage_summary.json ADDED
@@ -0,0 +1,20 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
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+ "dataset_id": "c7",
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+ "model": "v2-cli:codex",
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+ "run_id": "v2q_c7_5801be4163cc88a2",
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+ "api_calls": 0,
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+ "input_tokens": 13921,
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+ "cached_input_tokens": 12672,
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+ "output_tokens": 202,
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+ "total_tokens": 14123,
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+ "cost_usd": 0.0,
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+ "ai_cli_calls": 1,
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+ "estimated_input_tokens": 0,
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+ "estimated_output_tokens": 0,
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+ "estimated_total_tokens": 0,
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+ "usage_source": "ai_cli_json_usage",
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+ "cli_elapsed_ms_total": 7117.04,
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+ "sql_execution_elapsed_ms_total": 5.07,
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+ "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_5801be4163cc88a2/cli/conversation.jsonl",
19
+ "note": "Executed through a local AI CLI with structured usage metadata."
20
+ }
Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_8b2b2f8681264ded/final_answer.txt ADDED
@@ -0,0 +1,2 @@
 
 
 
1
+ SQL executed successfully for: Use template Top-k Groups by Distinct Entity Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=children.
2
+ Result preview: [{"children": "more", "distinct_entities": 1}, {"children": "3", "distinct_entities": 1}, {"children": "2", "distinct_entities": 1}, {"children": "1", "distinct_entities": 1}]
Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_8b2b2f8681264ded/generated_sql.sql ADDED
@@ -0,0 +1,18 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ -- sql_source_version: v2
2
+ -- sql_source_label: v2_current
3
+ -- sql_source_run_id: v2_cli_20260502_081223_b
4
+ -- sql_source_dataset_id: c7
5
+ -- family_id: subgroup_structure
6
+ -- canonical_subitem_id: internal_profile_stability
7
+ -- intended_facet_id: subgroup_distribution_shift
8
+ -- variant_semantic_role: ranked_signal_view
9
+ -- template_id: tpl_clickbench_group_distinct_topk
10
+ -- query_record_id: v2q_c7_8b2b2f8681264ded
11
+ -- problem_id: v2p_c7_1b60bb11f184bd48
12
+ -- realization_mode: agent
13
+ -- source_kind: agent
14
+ SELECT "children", COUNT(DISTINCT "children") AS distinct_entities
15
+ FROM "c7"
16
+ GROUP BY "children"
17
+ ORDER BY distinct_entities DESC
18
+ LIMIT 13;
Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_8b2b2f8681264ded/query_results.jsonl ADDED
@@ -0,0 +1 @@
 
 
1
+ {"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_group_distinct_topk\nSELECT \"children\", COUNT(DISTINCT \"children\") AS distinct_entities\nFROM \"c7\"\nGROUP BY \"children\"\nORDER BY distinct_entities DESC\nLIMIT 13;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_distinct_topk\\nSELECT \\\"children\\\", COUNT(DISTINCT \\\"children\\\") AS distinct_entities\\nFROM \\\"c7\\\"\\nGROUP BY \\\"children\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 13;\", \"columns\": [\"children\", \"distinct_entities\"], \"rows\": [{\"children\": \"more\", \"distinct_entities\": 1}, {\"children\": \"3\", \"distinct_entities\": 1}, {\"children\": \"2\", \"distinct_entities\": 1}, {\"children\": \"1\", \"distinct_entities\": 1}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 6.94}"}
Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_8b2b2f8681264ded/trace.jsonl ADDED
@@ -0,0 +1 @@
 
 
1
+ {"timestamp": "2026-05-19T15:29:09.147911+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": 7281.15, "started_at": "2026-05-19T15:29:01.865229+00:00", "ended_at": "2026-05-19T15:29:09.146407+00:00", "prompt_metrics": {"chars": 6366, "bytes_utf8": 6366, "lines": 204, "estimated_tokens": null}, "response_metrics": {"chars": 432, "bytes_utf8": 432, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13895, "cached_input_tokens": 12032, "output_tokens": 235, "reasoning_output_tokens": 128}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_clickbench_group_distinct_topk\\nSELECT \\\"children\\\", COUNT(DISTINCT \\\"children\\\") AS distinct_entities\\nFROM \\\"c7\\\"\\nGROUP BY \\\"children\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 13;\",\"notes\":\"Applied the shortlisted template with group_col=\\\"children\\\" and entity_col=\\\"children\\\" on the single table \\\"c7\\\". This yields distinct self-coverage per children group, ranked descending, limited to top 13.\"}"}
Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_ae33a5e399caf375/generated_sql.sql ADDED
@@ -0,0 +1,18 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ -- sql_source_version: v2
2
+ -- sql_source_label: v2_current
3
+ -- sql_source_run_id: v2_cli_20260502_081223_b
4
+ -- sql_source_dataset_id: c7
5
+ -- family_id: conditional_dependency_structure
6
+ -- canonical_subitem_id: slice_level_consistency
7
+ -- intended_facet_id: conditional_interaction_hotspots
8
+ -- variant_semantic_role: count_distribution
9
+ -- template_id: tpl_c2_filtered_group_count_2d
10
+ -- query_record_id: v2q_c7_ae33a5e399caf375
11
+ -- problem_id: v2p_c7_058a6a9383fc9603
12
+ -- realization_mode: agent
13
+ -- source_kind: agent
14
+ SELECT "form", "health", COUNT(*) AS row_count
15
+ FROM "c7"
16
+ WHERE "has_nurs" = 'critical'
17
+ GROUP BY "form", "health"
18
+ ORDER BY row_count DESC;
Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_ae33a5e399caf375/query_results.jsonl ADDED
@@ -0,0 +1 @@
 
 
1
+ {"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_filtered_group_count_2d\nSELECT \"form\", \"health\", COUNT(*) AS row_count\nFROM \"c7\"\nWHERE \"has_nurs\" = 'critical'\nGROUP BY \"form\", \"health\"\nORDER BY row_count DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"form\\\", \\\"health\\\", COUNT(*) AS row_count\\nFROM \\\"c7\\\"\\nWHERE \\\"has_nurs\\\" = 'critical'\\nGROUP BY \\\"form\\\", \\\"health\\\"\\nORDER BY row_count DESC;\", \"columns\": [\"form\", \"health\", \"row_count\"], \"rows\": [{\"form\": \"complete\", \"health\": \"not_recom\", \"row_count\": 216}, {\"form\": \"complete\", \"health\": \"priority\", \"row_count\": 216}, {\"form\": \"complete\", \"health\": \"recommended\", \"row_count\": 216}, {\"form\": \"completed\", \"health\": \"not_recom\", \"row_count\": 216}, {\"form\": \"completed\", \"health\": \"priority\", \"row_count\": 216}, {\"form\": \"completed\", \"health\": \"recommended\", \"row_count\": 216}, {\"form\": \"foster\", \"health\": \"not_recom\", \"row_count\": 216}, {\"form\": \"foster\", \"health\": \"priority\", \"row_count\": 216}, {\"form\": \"foster\", \"health\": \"recommended\", \"row_count\": 216}, {\"form\": \"incomplete\", \"health\": \"not_recom\", \"row_count\": 216}, {\"form\": \"incomplete\", \"health\": \"priority\", \"row_count\": 216}, {\"form\": \"incomplete\", \"health\": \"recommended\", \"row_count\": 216}], \"row_count_returned\": 12, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 5.64}"}
Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_ae33a5e399caf375/run_manifest.json ADDED
@@ -0,0 +1,93 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "run_id": "v2_cli_20260502_081223_b",
3
+ "dataset_id": "c7",
4
+ "started_at": "2026-05-19T15:38:45.796359+00:00",
5
+ "ended_at": "2026-05-19T15:38:53.580813+00:00",
6
+ "status": "completed",
7
+ "engine": "cli",
8
+ "question_record": {
9
+ "query_record_id": "v2q_c7_ae33a5e399caf375",
10
+ "problem_id": "v2p_c7_058a6a9383fc9603",
11
+ "dataset_id": "c7",
12
+ "template_id": "tpl_c2_filtered_group_count_2d",
13
+ "template_name": "Filtered Two-Dimensional Group Count",
14
+ "family_id": "conditional_dependency_structure",
15
+ "canonical_subitem_id": "slice_level_consistency",
16
+ "intended_facet_id": "conditional_interaction_hotspots",
17
+ "variant_semantic_role": "count_distribution",
18
+ "subitem_assignment_source": "planner_selected",
19
+ "source_kind": "agent",
20
+ "realization_mode": "agent",
21
+ "gate_priority": "primary",
22
+ "extended_family": false,
23
+ "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=form, group_col_2=health.",
24
+ "bindings": {
25
+ "group_col": "form",
26
+ "group_col_2": "health",
27
+ "predicate_col": "has_nurs",
28
+ "predicate_op": "=",
29
+ "predicate_value": "critical",
30
+ "top_k": 10,
31
+ "top_n": 6,
32
+ "num_tiles": 10,
33
+ "percentile_value": 0.9,
34
+ "z_threshold": 2.0,
35
+ "fraction_threshold": 0.1,
36
+ "baseline_multiplier": 1.5,
37
+ "baseline_fraction": 0.1,
38
+ "min_group_size": 5,
39
+ "min_support": 5,
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+ "notes": [
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+ "default_facets=conditional_interaction_hotspots",
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Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_ae33a5e399caf375/usage_summary.json ADDED
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+ }
Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_d722d0904014a7fe/trace.jsonl ADDED
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+ {"timestamp": "2026-05-19T15:48:32.128346+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": 10114.58, "started_at": "2026-05-19T15:48:22.012617+00:00", "ended_at": "2026-05-19T15:48:32.127243+00:00", "prompt_metrics": {"chars": 6541, "bytes_utf8": 6541, "lines": 207, "estimated_tokens": null}, "response_metrics": {"chars": 410, "bytes_utf8": 410, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 13969, "cached_input_tokens": 12032, "output_tokens": 219, "reasoning_output_tokens": 106}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"housing\\\", \\\"social\\\",\\n AVG(CASE WHEN \\\"class\\\" = 'recommend' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"c7\\\"\\nGROUP BY \\\"housing\\\", \\\"social\\\"\\nORDER BY target_rate DESC;\",\"notes\":\"Uses the provided Two-Axis Target Rate Surface template with group_col=\\\"housing\\\", group_col_2=\\\"social\\\", target_col=\\\"class\\\", and target_value='recommend'.\"}"}
Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_eb53c6adfdaec747/final_answer.txt ADDED
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+ SQL executed successfully for: Use template Two-Dimensional Top-k Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=form, group_col_2=finance.
2
+ Result preview: [{"form": "complete", "finance": "convenient", "support": 1620}, {"form": "complete", "finance": "inconv", "support": 1620}, {"form": "completed", "finance": "convenient", "support": 1620}, {"form": "completed", "finance": "inconv", "support": 1620}, {"form": "foster", "finance": "convenient", "support": 1620}]
Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_eb53c6adfdaec747/generated_sql.sql ADDED
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+ -- sql_source_version: v2
2
+ -- sql_source_label: v2_current
3
+ -- sql_source_run_id: v2_cli_20260502_081223_b
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+ -- sql_source_dataset_id: c7
5
+ -- family_id: subgroup_structure
6
+ -- canonical_subitem_id: subgroup_size_stability
7
+ -- intended_facet_id: subgroup_distribution_shift
8
+ -- variant_semantic_role: count_distribution
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+ -- template_id: tpl_clickbench_two_dimensional_topk_count
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+ -- query_record_id: v2q_c7_eb53c6adfdaec747
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+ -- problem_id: v2p_c7_7f7163e7cd49ffb9
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+ -- realization_mode: agent
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+ -- source_kind: agent
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+ SELECT "form", "finance", COUNT(*) AS support
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+ FROM "c7"
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+ GROUP BY "form", "finance"
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+ ORDER BY support DESC
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+ LIMIT 10;
Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_eb53c6adfdaec747/query_results.jsonl ADDED
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Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_eb53c6adfdaec747/run_manifest.json ADDED
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+ "dataset_id": "c7",
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+ "template_id": "tpl_clickbench_two_dimensional_topk_count",
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+ "template_name": "Two-Dimensional Top-k Count",
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+ "family_id": "subgroup_structure",
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+ "canonical_subitem_id": "subgroup_size_stability",
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+ "intended_facet_id": "subgroup_distribution_shift",
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+ "variant_semantic_role": "count_distribution",
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+ "subitem_assignment_source": "planner_selected",
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+ "source_kind": "agent",
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+ "gate_priority": "support",
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+ "extended_family": false,
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+ "question": "Use template Two-Dimensional Top-k Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=form, group_col_2=finance.",
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+ "bindings": {
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+ "group_col": "form",
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+ "group_col_2": "finance",
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+ "top_k": 10,
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+ "top_n": 4,
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+ "num_tiles": 10,
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+ "percentile_value": 0.9,
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+ "z_threshold": 2.0,
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+ "current_period_end": "'2024-04-01'",
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+ "previous_period_start": "'2023-10-01'",
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+ "previous_period_end": "'2024-01-01'",
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+ "drift_ratio_threshold": 0.8
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+ "group_col",
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+ ],
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+ "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support DESC\nLIMIT {top_k};",
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+ "notes": [
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+ "default_facets=subgroup_distribution_shift",
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+ "template_selection_mode=rule",
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+ "problem_index_within_template=6",
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+ "sql_variant_index=1/1",
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Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_eb53c6adfdaec747/trace.jsonl ADDED
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Query/sql/v2/runs/v2_cli_20260502_081223_b/c7/artifacts/v2q_c7_eb53c6adfdaec747/usage_summary.json ADDED
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