Add files using upload-large-folder tool

Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_1e11ca9db3121c24/trace.jsonl

@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T15:35:31.710742+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": 17607.38, "started_at": "2026-05-19T15:35:14.101658+00:00", "ended_at": "2026-05-19T15:35:31.709085+00:00", "prompt_metrics": {"chars": 15914, "bytes_utf8": 15914, "lines": 470, "estimated_tokens": null}, "response_metrics": {"chars": 696, "bytes_utf8": 696, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 16626, "cached_input_tokens": 12032, "output_tokens": 909, "reasoning_output_tokens": 728}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"Google_Index\\\", \\\"Links_pointing_to_page\\\",\\n       SUM(CAST(\\\"Statistical_report\\\" AS REAL)) AS \\\"total_measure\\\",\\n       SUM(CAST(\\\"Statistical_report\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"Statistical_report\\\" AS REAL))) OVER (PARTITION BY \\\"Google_Index\\\") AS \\\"share_within_group\\\"\\nFROM \\\"c8\\\"\\nGROUP BY \\\"Google_Index\\\", \\\"Links_pointing_to_page\\\"\\nORDER BY \\\"share_within_group\\\" DESC;\",\"notes\":\"Uses the planned within-group share template with group_col=\\\"Google_Index\\\", item_col=\\\"Links_pointing_to_page\\\", and measure_col=\\\"Statistical_report\\\". CAST is applied because the schema stores these fields as TEXT in SQLite.\"}"}

Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_3a26141f6c89c771/final_answer.txt

@@ -0,0 +1,2 @@
+SQL executed successfully for: Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=Links_pointing_to_page, measure_col=Result.
+Result preview: [{"Links_pointing_to_page": "0", "Statistical_report": "1", "total_measure": 408.0, "share_within_group": 136.91275167785236}, {"Links_pointing_to_page": "1", "Statistical_report": "1", "total_measure": 823.0, "share_within_group": 103.0037546933667}, {"Links_pointing_to_page": "-1", "Statistical_report": "1", "total_measure": 156.0, "share_within_group": 96.29629629629629}, {"Links_pointing_to_page": "-1", "Statistical_report": "-1", "total_measure": 6.0, "share_within_group": 3.7037037037037037}, {"Links_pointing_to_page": "1", "Statistical_report": "-1", "total_measure": -24.0, "share_within_group": -3.0037546933667083}]

Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_3a26141f6c89c771/generated_sql.sql

@@ -0,0 +1,21 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: c8
+-- 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_c8_3a26141f6c89c771
+-- problem_id: v2p_c8_c84946377b01bf22
+-- realization_mode: agent
+-- source_kind: agent
+SELECT
+  "Links_pointing_to_page",
+  "Statistical_report",
+  SUM(CAST("Result" AS REAL)) AS total_measure,
+  SUM(CAST("Result" AS REAL)) * 100.0 / SUM(SUM(CAST("Result" AS REAL))) OVER (PARTITION BY "Links_pointing_to_page") AS share_within_group
+FROM "c8"
+GROUP BY "Links_pointing_to_page", "Statistical_report"
+ORDER BY share_within_group DESC;

Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_3a26141f6c89c771/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  \"Links_pointing_to_page\",\n  \"Statistical_report\",\n  SUM(CAST(\"Result\" AS REAL)) AS total_measure,\n  SUM(CAST(\"Result\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"Result\" AS REAL))) OVER (PARTITION BY \"Links_pointing_to_page\") AS share_within_group\nFROM \"c8\"\nGROUP BY \"Links_pointing_to_page\", \"Statistical_report\"\nORDER BY share_within_group DESC;", "result": "{\"query\": \"-- template_id: tpl_tpcds_within_group_share\\nSELECT\\n  \\\"Links_pointing_to_page\\\",\\n  \\\"Statistical_report\\\",\\n  SUM(CAST(\\\"Result\\\" AS REAL)) AS total_measure,\\n  SUM(CAST(\\\"Result\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"Result\\\" AS REAL))) OVER (PARTITION BY \\\"Links_pointing_to_page\\\") AS share_within_group\\nFROM \\\"c8\\\"\\nGROUP BY \\\"Links_pointing_to_page\\\", \\\"Statistical_report\\\"\\nORDER BY share_within_group DESC;\", \"columns\": [\"Links_pointing_to_page\", \"Statistical_report\", \"total_measure\", \"share_within_group\"], \"rows\": [{\"Links_pointing_to_page\": \"0\", \"Statistical_report\": \"1\", \"total_measure\": 408.0, \"share_within_group\": 136.91275167785236}, {\"Links_pointing_to_page\": \"1\", \"Statistical_report\": \"1\", \"total_measure\": 823.0, \"share_within_group\": 103.0037546933667}, {\"Links_pointing_to_page\": \"-1\", \"Statistical_report\": \"1\", \"total_measure\": 156.0, \"share_within_group\": 96.29629629629629}, {\"Links_pointing_to_page\": \"-1\", \"Statistical_report\": \"-1\", \"total_measure\": 6.0, \"share_within_group\": 3.7037037037037037}, {\"Links_pointing_to_page\": \"1\", \"Statistical_report\": \"-1\", \"total_measure\": -24.0, \"share_within_group\": -3.0037546933667083}, {\"Links_pointing_to_page\": \"0\", \"Statistical_report\": \"-1\", \"total_measure\": -110.0, \"share_within_group\": -36.91275167785235}], \"row_count_returned\": 6, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 11.34}"}

Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_3a26141f6c89c771/run_manifest.json

@@ -0,0 +1,91 @@
+{
+  "run_id": "v2_cli_20260502_081223_b",
+  "dataset_id": "c8",
+  "started_at": "2026-05-19T15:36:04.418035+00:00",
+  "ended_at": "2026-05-19T15:36:17.951663+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c8_3a26141f6c89c771",
+    "problem_id": "v2p_c8_c84946377b01bf22",
+    "dataset_id": "c8",
+    "template_id": "tpl_tpcds_within_group_share",
+    "template_name": "Within-Group Share of Total",
+    "family_id": "conditional_dependency_structure",
+    "canonical_subitem_id": "dependency_strength_similarity",
+    "intended_facet_id": "pairwise_conditional_dependency",
+    "variant_semantic_role": "focused_target_view",
+    "subitem_assignment_source": "planner_selected",
+    "source_kind": "agent",
+    "realization_mode": "agent",
+    "gate_priority": "primary",
+    "extended_family": false,
+    "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=Links_pointing_to_page, measure_col=Result.",
+    "bindings": {
+      "group_col": "Links_pointing_to_page",
+      "measure_col": "Result",
+      "item_col": "Statistical_report",
+      "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": 1.0,
+      "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",
+      "item_col",
+      "measure_col"
+    ],
+    "coverage_target_min": "5",
+    "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n       SUM({measure_col}) AS total_measure,\n       SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;",
+    "notes": [
+      "default_facets=pairwise_conditional_dependency",
+      "template_selection_mode=rule",
+      "problem_index_within_template=5",
+      "sql_variant_index=2/2",
+      "binding_index=28"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 3,
+    "problem_index_within_template": 5,
+    "sql_variant_index": 2,
+    "sql_variant_total": 2
+  },
+  "mode": "subitem_workload_v2",
+  "sql_source_version": "v2",
+  "sql_source_label": "v2_current",
+  "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c8/sql/v2q_c8_3a26141f6c89c771.sql",
+  "usage_summary": {
+    "dataset_id": "c8",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c8_3a26141f6c89c771",
+    "api_calls": 0,
+    "input_tokens": 16626,
+    "cached_input_tokens": 15744,
+    "output_tokens": 697,
+    "total_tokens": 17323,
+    "cost_usd": 0.0,
+    "ai_cli_calls": 1,
+    "estimated_input_tokens": 0,
+    "estimated_output_tokens": 0,
+    "estimated_total_tokens": 0,
+    "usage_source": "ai_cli_json_usage",
+    "cli_elapsed_ms_total": 13514.19,
+    "sql_execution_elapsed_ms_total": 11.34,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_3a26141f6c89c771/cli/conversation.jsonl",
+    "note": "Executed through a local AI CLI with structured usage metadata."
+  }
+}

Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_3a26141f6c89c771/trace.jsonl

@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T15:36:17.934839+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13514.19, "started_at": "2026-05-19T15:36:04.419722+00:00", "ended_at": "2026-05-19T15:36:17.933937+00:00", "prompt_metrics": {"chars": 15908, "bytes_utf8": 15908, "lines": 470, "estimated_tokens": null}, "response_metrics": {"chars": 669, "bytes_utf8": 669, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 16626, "cached_input_tokens": 15744, "output_tokens": 697, "reasoning_output_tokens": 516}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT\\n  \\\"Links_pointing_to_page\\\",\\n  \\\"Statistical_report\\\",\\n  SUM(CAST(\\\"Result\\\" AS REAL)) AS total_measure,\\n  SUM(CAST(\\\"Result\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"Result\\\" AS REAL))) OVER (PARTITION BY \\\"Links_pointing_to_page\\\") AS share_within_group\\nFROM \\\"c8\\\"\\nGROUP BY \\\"Links_pointing_to_page\\\", \\\"Statistical_report\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Applied the planned Within-Group Share of Total template with group_col=\\\"Links_pointing_to_page\\\", item_col=\\\"Statistical_report\\\", and measure_col=\\\"Result\\\". CAST is used because the schema stores these values as TEXT in SQLite.\"}"}

Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_3a26141f6c89c771/usage_summary.json

@@ -0,0 +1,20 @@
+{
+  "dataset_id": "c8",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_c8_3a26141f6c89c771",
+  "api_calls": 0,
+  "input_tokens": 16626,
+  "cached_input_tokens": 15744,
+  "output_tokens": 697,
+  "total_tokens": 17323,
+  "cost_usd": 0.0,
+  "ai_cli_calls": 1,
+  "estimated_input_tokens": 0,
+  "estimated_output_tokens": 0,
+  "estimated_total_tokens": 0,
+  "usage_source": "ai_cli_json_usage",
+  "cli_elapsed_ms_total": 13514.19,
+  "sql_execution_elapsed_ms_total": 11.34,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_3a26141f6c89c771/cli/conversation.jsonl",
+  "note": "Executed through a local AI CLI with structured usage metadata."
+}

Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_4bb8f099eeeb46ff/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=SSLfinal_State.
+Result preview: [{"SSLfinal_State": "1"}, {"SSLfinal_State": "1"}, {"SSLfinal_State": "1"}, {"SSLfinal_State": "1"}, {"SSLfinal_State": "1"}] Results were truncated.

Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_4bb8f099eeeb46ff/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: c8
+-- 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_c8_4bb8f099eeeb46ff
+-- problem_id: v2p_c8_b29ba3af6dd0db46
+-- realization_mode: agent
+-- source_kind: agent
+WITH buckets AS (
+    SELECT "SSLfinal_State",
+           NTILE(10) OVER (ORDER BY CAST("SSLfinal_State" AS INTEGER) DESC) AS tail_bucket
+    FROM "c8"
+)
+SELECT "SSLfinal_State"
+FROM buckets
+WHERE tail_bucket = 1
+ORDER BY CAST("SSLfinal_State" AS INTEGER) DESC;

Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_4bb8f099eeeb46ff/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 \"SSLfinal_State\",\n           NTILE(10) OVER (ORDER BY CAST(\"SSLfinal_State\" AS INTEGER) DESC) AS tail_bucket\n    FROM \"c8\"\n)\nSELECT \"SSLfinal_State\"\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY CAST(\"SSLfinal_State\" AS INTEGER) DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_quantile_tail_slice\\nWITH buckets AS (\\n    SELECT \\\"SSLfinal_State\\\",\\n           NTILE(10) OVER (ORDER BY CAST(\\\"SSLfinal_State\\\" AS INTEGER) DESC) AS tail_bucket\\n    FROM \\\"c8\\\"\\n)\\nSELECT \\\"SSLfinal_State\\\"\\nFROM buckets\\nWHERE tail_bucket = 1\\nORDER BY CAST(\\\"SSLfinal_State\\\" AS INTEGER) DESC;\", \"columns\": [\"SSLfinal_State\"], \"rows\": [{\"SSLfinal_State\": \"1\"}, {\"SSLfinal_State\": \"1\"}, {\"SSLfinal_State\": \"1\"}, {\"SSLfinal_State\": \"1\"}, {\"SSLfinal_State\": \"1\"}, {\"SSLfinal_State\": \"1\"}, {\"SSLfinal_State\": \"1\"}, {\"SSLfinal_State\": \"1\"}, {\"SSLfinal_State\": \"1\"}, {\"SSLfinal_State\": \"1\"}, {\"SSLfinal_State\": \"1\"}, {\"SSLfinal_State\": \"1\"}, {\"SSLfinal_State\": \"1\"}, {\"SSLfinal_State\": \"1\"}, {\"SSLfinal_State\": \"1\"}, {\"SSLfinal_State\": \"1\"}, {\"SSLfinal_State\": \"1\"}, {\"SSLfinal_State\": \"1\"}, {\"SSLfinal_State\": \"1\"}, {\"SSLfinal_State\": \"1\"}, {\"SSLfinal_State\": \"1\"}, {\"SSLfinal_State\": \"1\"}, {\"SSLfinal_State\": \"1\"}, {\"SSLfinal_State\": \"1\"}, {\"SSLfinal_State\": \"1\"}, {\"SSLfinal_State\": \"1\"}, {\"SSLfinal_State\": \"1\"}, {\"SSLfinal_State\": \"1\"}, {\"SSLfinal_State\": \"1\"}, {\"SSLfinal_State\": \"1\"}, {\"SSLfinal_State\": \"1\"}, {\"SSLfinal_State\": \"1\"}, {\"SSLfinal_State\": \"1\"}, {\"SSLfinal_State\": \"1\"}, {\"SSLfinal_State\": \"1\"}, {\"SSLfinal_State\": \"1\"}, {\"SSLfinal_State\": \"1\"}, {\"SSLfinal_State\": \"1\"}, {\"SSLfinal_State\": \"1\"}, {\"SSLfinal_State\": \"1\"}, {\"SSLfinal_State\": \"1\"}, {\"SSLfinal_State\": \"1\"}, {\"SSLfinal_State\": \"1\"}, {\"SSLfinal_State\": \"1\"}, {\"SSLfinal_State\": \"1\"}, {\"SSLfinal_State\": \"1\"}, {\"SSLfinal_State\": \"1\"}, {\"SSLfinal_State\": \"1\"}, {\"SSLfinal_State\": \"1\"}, {\"SSLfinal_State\": \"1\"}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 17.6}"}

Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_4bb8f099eeeb46ff/run_manifest.json

@@ -0,0 +1,87 @@
+{
+  "run_id": "v2_cli_20260502_081223_b",
+  "dataset_id": "c8",
+  "started_at": "2026-05-19T15:45:34.979854+00:00",
+  "ended_at": "2026-05-19T15:45:49.994361+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c8_4bb8f099eeeb46ff",
+    "problem_id": "v2p_c8_b29ba3af6dd0db46",
+    "dataset_id": "c8",
+    "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=SSLfinal_State.",
+    "bindings": {
+      "measure_col": "SSLfinal_State",
+      "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": 1.0,
+      "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=5",
+      "sql_variant_index=1/1",
+      "binding_index=64"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 6,
+    "problem_index_within_template": 5,
+    "sql_variant_index": 1,
+    "sql_variant_total": 1
+  },
+  "mode": "subitem_workload_v2",
+  "sql_source_version": "v2",
+  "sql_source_label": "v2_current",
+  "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c8/sql/v2q_c8_4bb8f099eeeb46ff.sql",
+  "usage_summary": {
+    "dataset_id": "c8",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c8_4bb8f099eeeb46ff",
+    "api_calls": 0,
+    "input_tokens": 16558,
+    "cached_input_tokens": 15744,
+    "output_tokens": 458,
+    "total_tokens": 17016,
+    "cost_usd": 0.0,
+    "ai_cli_calls": 1,
+    "estimated_input_tokens": 0,
+    "estimated_output_tokens": 0,
+    "estimated_total_tokens": 0,
+    "usage_source": "ai_cli_json_usage",
+    "cli_elapsed_ms_total": 14992.2,
+    "sql_execution_elapsed_ms_total": 17.6,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_4bb8f099eeeb46ff/cli/conversation.jsonl",
+    "note": "Executed through a local AI CLI with structured usage metadata."
+  }
+}

Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_4bb8f099eeeb46ff/trace.jsonl

@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T15:45:49.974772+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": 14992.2, "started_at": "2026-05-19T15:45:34.981332+00:00", "ended_at": "2026-05-19T15:45:49.973567+00:00", "prompt_metrics": {"chars": 15650, "bytes_utf8": 15650, "lines": 466, "estimated_tokens": null}, "response_metrics": {"chars": 517, "bytes_utf8": 517, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 16558, "cached_input_tokens": 15744, "output_tokens": 458, "reasoning_output_tokens": 319}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_m4_quantile_tail_slice\\nWITH buckets AS (\\n    SELECT \\\"SSLfinal_State\\\",\\n           NTILE(10) OVER (ORDER BY CAST(\\\"SSLfinal_State\\\" AS INTEGER) DESC) AS tail_bucket\\n    FROM \\\"c8\\\"\\n)\\nSELECT \\\"SSLfinal_State\\\"\\nFROM buckets\\nWHERE tail_bucket = 1\\nORDER BY CAST(\\\"SSLfinal_State\\\" AS INTEGER) DESC;\",\"notes\":\"Uses the provided Quantile Tail Slice template on \\\"SSLfinal_State\\\". The column is stored as TEXT in SQLite, so it is cast to INTEGER for correct descending tail bucketing.\"}"}

Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_4bb8f099eeeb46ff/usage_summary.json

@@ -0,0 +1,20 @@
+{
+  "dataset_id": "c8",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_c8_4bb8f099eeeb46ff",
+  "api_calls": 0,
+  "input_tokens": 16558,
+  "cached_input_tokens": 15744,
+  "output_tokens": 458,
+  "total_tokens": 17016,
+  "cost_usd": 0.0,
+  "ai_cli_calls": 1,
+  "estimated_input_tokens": 0,
+  "estimated_output_tokens": 0,
+  "estimated_total_tokens": 0,
+  "usage_source": "ai_cli_json_usage",
+  "cli_elapsed_ms_total": 14992.2,
+  "sql_execution_elapsed_ms_total": 17.6,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_4bb8f099eeeb46ff/cli/conversation.jsonl",
+  "note": "Executed through a local AI CLI with structured usage metadata."
+}

Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_a9df714ffeb42037/usage_summary.json

@@ -0,0 +1,20 @@
+{
+  "dataset_id": "c8",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_c8_a9df714ffeb42037",
+  "api_calls": 0,
+  "input_tokens": 16598,
+  "cached_input_tokens": 12032,
+  "output_tokens": 309,
+  "total_tokens": 16907,
+  "cost_usd": 0.0,
+  "ai_cli_calls": 1,
+  "estimated_input_tokens": 0,
+  "estimated_output_tokens": 0,
+  "estimated_total_tokens": 0,
+  "usage_source": "ai_cli_json_usage",
+  "cli_elapsed_ms_total": 8698.98,
+  "sql_execution_elapsed_ms_total": 3.14,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_a9df714ffeb42037/cli/conversation.jsonl",
+  "note": "Executed through a local AI CLI with structured usage metadata."
+}

Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ca9772e31ff27f61/final_answer.txt

@@ -0,0 +1,2 @@
+SQL executed successfully for: Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=DNSRecord, measure_col=Page_Rank.
+Result preview: [{"DNSRecord": "1", "web_traffic": "1", "total_measure": -1686.0, "share_within_group": 55.02610966057441}, {"DNSRecord": "-1", "web_traffic": "1", "total_measure": -947.0, "share_within_group": 41.480508103372756}, {"DNSRecord": "-1", "web_traffic": "-1", "total_measure": -734.0, "share_within_group": 32.150678931230836}, {"DNSRecord": "-1", "web_traffic": "0", "total_measure": -602.0, "share_within_group": 26.36881296539641}, {"DNSRecord": "1", "web_traffic": "0", "total_measure": -767.0, "share_within_group": 25.032637075718014}]

Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ca9772e31ff27f61/generated_sql.sql

@@ -0,0 +1,20 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: c8
+-- 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_c8_ca9772e31ff27f61
+-- problem_id: v2p_c8_26a3ba91cf51ce7e
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "DNSRecord", "web_traffic",
+       SUM(CAST("Page_Rank" AS REAL)) AS total_measure,
+       SUM(CAST("Page_Rank" AS REAL)) * 100.0 / NULLIF(SUM(SUM(CAST("Page_Rank" AS REAL))) OVER (PARTITION BY "DNSRecord"), 0) AS share_within_group
+FROM "c8"
+GROUP BY "DNSRecord", "web_traffic"
+ORDER BY share_within_group DESC
+LIMIT 19;

Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ca9772e31ff27f61/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 \"DNSRecord\", \"web_traffic\",\n       SUM(CAST(\"Page_Rank\" AS REAL)) AS total_measure,\n       SUM(CAST(\"Page_Rank\" AS REAL)) * 100.0 / NULLIF(SUM(SUM(CAST(\"Page_Rank\" AS REAL))) OVER (PARTITION BY \"DNSRecord\"), 0) AS share_within_group\nFROM \"c8\"\nGROUP BY \"DNSRecord\", \"web_traffic\"\nORDER BY share_within_group DESC\nLIMIT 19;", "result": "{\"query\": \"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"DNSRecord\\\", \\\"web_traffic\\\",\\n       SUM(CAST(\\\"Page_Rank\\\" AS REAL)) AS total_measure,\\n       SUM(CAST(\\\"Page_Rank\\\" AS REAL)) * 100.0 / NULLIF(SUM(SUM(CAST(\\\"Page_Rank\\\" AS REAL))) OVER (PARTITION BY \\\"DNSRecord\\\"), 0) AS share_within_group\\nFROM \\\"c8\\\"\\nGROUP BY \\\"DNSRecord\\\", \\\"web_traffic\\\"\\nORDER BY share_within_group DESC\\nLIMIT 19;\", \"columns\": [\"DNSRecord\", \"web_traffic\", \"total_measure\", \"share_within_group\"], \"rows\": [{\"DNSRecord\": \"1\", \"web_traffic\": \"1\", \"total_measure\": -1686.0, \"share_within_group\": 55.02610966057441}, {\"DNSRecord\": \"-1\", \"web_traffic\": \"1\", \"total_measure\": -947.0, \"share_within_group\": 41.480508103372756}, {\"DNSRecord\": \"-1\", \"web_traffic\": \"-1\", \"total_measure\": -734.0, \"share_within_group\": 32.150678931230836}, {\"DNSRecord\": \"-1\", \"web_traffic\": \"0\", \"total_measure\": -602.0, \"share_within_group\": 26.36881296539641}, {\"DNSRecord\": \"1\", \"web_traffic\": \"0\", \"total_measure\": -767.0, \"share_within_group\": 25.032637075718014}, {\"DNSRecord\": \"1\", \"web_traffic\": \"-1\", \"total_measure\": -611.0, \"share_within_group\": 19.941253263707573}], \"row_count_returned\": 6, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 18.72}"}

Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ca9772e31ff27f61/run_manifest.json

@@ -0,0 +1,91 @@
+{
+  "run_id": "v2_cli_20260502_081223_b",
+  "dataset_id": "c8",
+  "started_at": "2026-05-19T15:33:54.552250+00:00",
+  "ended_at": "2026-05-19T15:34:20.583690+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c8_ca9772e31ff27f61",
+    "problem_id": "v2p_c8_26a3ba91cf51ce7e",
+    "dataset_id": "c8",
+    "template_id": "tpl_tpcds_within_group_share",
+    "template_name": "Within-Group Share of Total",
+    "family_id": "conditional_dependency_structure",
+    "canonical_subitem_id": "dependency_strength_similarity",
+    "intended_facet_id": "pairwise_conditional_dependency",
+    "variant_semantic_role": "focused_target_view",
+    "subitem_assignment_source": "planner_selected",
+    "source_kind": "agent",
+    "realization_mode": "agent",
+    "gate_priority": "primary",
+    "extended_family": false,
+    "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=DNSRecord, measure_col=Page_Rank.",
+    "bindings": {
+      "group_col": "DNSRecord",
+      "measure_col": "Page_Rank",
+      "item_col": "web_traffic",
+      "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": -1.0,
+      "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",
+      "item_col",
+      "measure_col"
+    ],
+    "coverage_target_min": "5",
+    "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n       SUM({measure_col}) AS total_measure,\n       SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;",
+    "notes": [
+      "default_facets=pairwise_conditional_dependency",
+      "template_selection_mode=rule",
+      "problem_index_within_template=1",
+      "sql_variant_index=2/2",
+      "binding_index=24"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 3,
+    "problem_index_within_template": 1,
+    "sql_variant_index": 2,
+    "sql_variant_total": 2
+  },
+  "mode": "subitem_workload_v2",
+  "sql_source_version": "v2",
+  "sql_source_label": "v2_current",
+  "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c8/sql/v2q_c8_ca9772e31ff27f61.sql",
+  "usage_summary": {
+    "dataset_id": "c8",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c8_ca9772e31ff27f61",
+    "api_calls": 0,
+    "input_tokens": 16624,
+    "cached_input_tokens": 15744,
+    "output_tokens": 1412,
+    "total_tokens": 18036,
+    "cost_usd": 0.0,
+    "ai_cli_calls": 1,
+    "estimated_input_tokens": 0,
+    "estimated_output_tokens": 0,
+    "estimated_total_tokens": 0,
+    "usage_source": "ai_cli_json_usage",
+    "cli_elapsed_ms_total": 26005.87,
+    "sql_execution_elapsed_ms_total": 18.72,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ca9772e31ff27f61/cli/conversation.jsonl",
+    "note": "Executed through a local AI CLI with structured usage metadata."
+  }
+}

Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ca9772e31ff27f61/trace.jsonl

@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T15:34:20.561943+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": 26005.87, "started_at": "2026-05-19T15:33:54.554459+00:00", "ended_at": "2026-05-19T15:34:20.560368+00:00", "prompt_metrics": {"chars": 15882, "bytes_utf8": 15882, "lines": 470, "estimated_tokens": null}, "response_metrics": {"chars": 675, "bytes_utf8": 675, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 16624, "cached_input_tokens": 15744, "output_tokens": 1412, "reasoning_output_tokens": 1218}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"DNSRecord\\\", \\\"web_traffic\\\",\\n       SUM(CAST(\\\"Page_Rank\\\" AS REAL)) AS total_measure,\\n       SUM(CAST(\\\"Page_Rank\\\" AS REAL)) * 100.0 / NULLIF(SUM(SUM(CAST(\\\"Page_Rank\\\" AS REAL))) OVER (PARTITION BY \\\"DNSRecord\\\"), 0) AS share_within_group\\nFROM \\\"c8\\\"\\nGROUP BY \\\"DNSRecord\\\", \\\"web_traffic\\\"\\nORDER BY share_within_group DESC\\nLIMIT 19;\",\"notes\":\"Uses the planned template with group_col=\\\"DNSRecord\\\", item_col=\\\"web_traffic\\\", and measure_col=\\\"Page_Rank\\\". \\\"Page_Rank\\\" is cast from TEXT to REAL for SQLite aggregation, and NULLIF guards against divide-by-zero when computing the within-group share.\"}"}

Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ca9772e31ff27f61/usage_summary.json

@@ -0,0 +1,20 @@
+{
+  "dataset_id": "c8",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_c8_ca9772e31ff27f61",
+  "api_calls": 0,
+  "input_tokens": 16624,
+  "cached_input_tokens": 15744,
+  "output_tokens": 1412,
+  "total_tokens": 18036,
+  "cost_usd": 0.0,
+  "ai_cli_calls": 1,
+  "estimated_input_tokens": 0,
+  "estimated_output_tokens": 0,
+  "estimated_total_tokens": 0,
+  "usage_source": "ai_cli_json_usage",
+  "cli_elapsed_ms_total": 26005.87,
+  "sql_execution_elapsed_ms_total": 18.72,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_ca9772e31ff27f61/cli/conversation.jsonl",
+  "note": "Executed through a local AI CLI with structured usage metadata."
+}