Add files using upload-large-folder tool

Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_02a5f5e6884ff58f/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=duration, measure_col=release_year.
+Result preview: [{"duration": "", "director": "Louis C.K.", "total_measure": 6042.0, "share_within_group": 100.0}, {"duration": "10 Seasons", "director": "", "total_measure": 14035.0, "share_within_group": 100.0}, {"duration": "10 min", "director": "", "total_measure": 2019.0, "share_within_group": 100.0}, {"duration": "11 Seasons", "director": "", "total_measure": 3995.0, "share_within_group": 100.0}, {"duration": "11 min", "director": "Momoko Kamiya", "total_measure": 4036.0, "share_within_group": 100.0}] Results were truncated.

Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_02a5f5e6884ff58f/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: c17
+-- 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_c17_02a5f5e6884ff58f
+-- problem_id: v2p_c17_15b08d51258d4d69
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "duration", "director",
+       SUM(CAST("release_year" AS REAL)) AS total_measure,
+       SUM(CAST("release_year" AS REAL)) * 100.0 / SUM(SUM(CAST("release_year" AS REAL))) OVER (PARTITION BY "duration") AS share_within_group
+FROM "c17"
+GROUP BY "duration", "director"
+ORDER BY share_within_group DESC;

Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_02a5f5e6884ff58f/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 \"duration\", \"director\",\n       SUM(CAST(\"release_year\" AS REAL)) AS total_measure,\n       SUM(CAST(\"release_year\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"release_year\" AS REAL))) OVER (PARTITION BY \"duration\") AS share_within_group\nFROM \"c17\"\nGROUP BY \"duration\", \"director\"\nORDER BY share_within_group DESC;", "result": "{\"query\": \"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"duration\\\", \\\"director\\\",\\n       SUM(CAST(\\\"release_year\\\" AS REAL)) AS total_measure,\\n       SUM(CAST(\\\"release_year\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"release_year\\\" AS REAL))) OVER (PARTITION BY \\\"duration\\\") AS share_within_group\\nFROM \\\"c17\\\"\\nGROUP BY \\\"duration\\\", \\\"director\\\"\\nORDER BY share_within_group DESC;\", \"columns\": [\"duration\", \"director\", \"total_measure\", \"share_within_group\"], \"rows\": [{\"duration\": \"\", \"director\": \"Louis C.K.\", \"total_measure\": 6042.0, \"share_within_group\": 100.0}, {\"duration\": \"10 Seasons\", \"director\": \"\", \"total_measure\": 14035.0, \"share_within_group\": 100.0}, {\"duration\": \"10 min\", \"director\": \"\", \"total_measure\": 2019.0, \"share_within_group\": 100.0}, {\"duration\": \"11 Seasons\", \"director\": \"\", \"total_measure\": 3995.0, \"share_within_group\": 100.0}, {\"duration\": \"11 min\", \"director\": \"Momoko Kamiya\", \"total_measure\": 4036.0, \"share_within_group\": 100.0}, {\"duration\": \"12 Seasons\", \"director\": \"\", \"total_measure\": 4035.0, \"share_within_group\": 100.0}, {\"duration\": \"13 Seasons\", \"director\": \"\", \"total_measure\": 6053.0, \"share_within_group\": 100.0}, {\"duration\": \"16 min\", \"director\": \"Sharmeen Obaid-Chinoy\", \"total_measure\": 2020.0, \"share_within_group\": 100.0}, {\"duration\": \"167 min\", \"director\": \"Martin Scorsese\", \"total_measure\": 2002.0, \"share_within_group\": 100.0}, {\"duration\": \"17 Seasons\", \"director\": \"\", \"total_measure\": 2020.0, \"share_within_group\": 100.0}, {\"duration\": \"178 min\", \"director\": \"Raj Kapoor\", \"total_measure\": 1985.0, \"share_within_group\": 100.0}, {\"duration\": \"18 min\", \"director\": \"John Ford\", \"total_measure\": 1942.0, \"share_within_group\": 100.0}, {\"duration\": \"186 min\", \"director\": \"Cristi Puiu\", \"total_measure\": 2010.0, \"share_within_group\": 100.0}, {\"duration\": \"189 min\", \"director\": \"Paul Thomas Anderson\", \"total_measure\": 1999.0, \"share_within_group\": 100.0}, {\"duration\": \"191 min\", \"director\": \"Lawrence Kasdan\", \"total_measure\": 1994.0, \"share_within_group\": 100.0}, {\"duration\": \"193 min\", \"director\": \"Sooraj R. Barjatya\", \"total_measure\": 1994.0, \"share_within_group\": 100.0}, {\"duration\": \"194 min\", \"director\": \"Youssef Chahine\", \"total_measure\": 1963.0, \"share_within_group\": 100.0}, {\"duration\": \"196 min\", \"director\": \"Bassam Kurdali\", \"total_measure\": 2006.0, \"share_within_group\": 100.0}, {\"duration\": \"200 min\", \"director\": \"David Lean\", \"total_measure\": 1965.0, \"share_within_group\": 100.0}, {\"duration\": \"201 min\", \"director\": \"Peter Jackson\", \"total_measure\": 2003.0, \"share_within_group\": 100.0}, {\"duration\": \"203 min\", \"director\": \"Ashutosh Gowariker\", \"total_measure\": 2009.0, \"share_within_group\": 100.0}, {\"duration\": \"205 min\", \"director\": \"David Batty\", \"total_measure\": 2015.0, \"share_within_group\": 100.0}, {\"duration\": \"208 min\", \"director\": \"Martin Scorsese\", \"total_measure\": 2005.0, \"share_within_group\": 100.0}, {\"duration\": \"212 min\", \"director\": \"Hidenori Inoue\", \"total_measure\": 2017.0, \"share_within_group\": 100.0}, {\"duration\": \"214 min\", \"director\": \"Ashutosh Gowariker\", \"total_measure\": 2008.0, \"share_within_group\": 100.0}, {\"duration\": \"224 min\", \"director\": \"Ashutosh Gowariker\", \"total_measure\": 2001.0, \"share_within_group\": 100.0}, {\"duration\": \"228 min\", \"director\": \"Raj Kapoor\", \"total_measure\": 1964.0, \"share_within_group\": 100.0}, {\"duration\": \"229 min\", \"director\": \"Sergio Leone\", \"total_measure\": 1984.0, \"share_within_group\": 100.0}, {\"duration\": \"230 min\", \"director\": \"Hussein Kamal\", \"total_measure\": 1984.0, \"share_within_group\": 100.0}, {\"duration\": \"233 min\", \"director\": \"Fouad El-Mohandes\", \"total_measure\": 1982.0, \"share_within_group\": 100.0}, {\"duration\": \"237 min\", \"director\": \"Samir Al Asfory\", \"total_measure\": 1979.0, \"share_within_group\": 100.0}, {\"duration\": \"253 min\", \"director\": \"Houssam El-Din Mustafa\", \"total_measure\": 1973.0, \"share_within_group\": 100.0}, {\"duration\": \"273 min\", \"director\": \"\", \"total_measure\": 2021.0, \"share_within_group\": 100.0}, {\"duration\": \"3 min\", \"director\": \"Limbert Fabian, Brandon Oldenburg\", \"total_measure\": 2014.0, \"share_within_group\": 100.0}, {\"duration\": \"312 min\", \"director\": \"\", \"total_measure\": 2018.0, \"share_within_group\": 100.0}, {\"duration\": \"34 min\", \"director\": \"\", \"total_measure\": 6055.0, \"share_within_group\": 100.0}, {\"duration\": \"43 min\", \"director\": \"Chad Van De Keere\", \"total_measure\": 2012.0, \"share_within_group\": 100.0}, {\"duration\": \"5 min\", \"director\": \"Akira Saitoh\", \"total_measure\": 2020.0, \"share_within_group\": 100.0}, {\"duration\": \"8 min\", \"director\": \"Arnon Manor, Timothy Ware-Hill\", \"total_measure\": 2020.0, \"share_within_group\": 100.0}, {\"duration\": \"9 min\", \"director\": \"Frank E. Abney III\", \"total_measure\": 2020.0, \"share_within_group\": 100.0}, {\"duration\": \"3 Seasons\", \"director\": \"\", \"total_measure\": 393462.0, \"share_within_group\": 97.9921499088473}, {\"duration\": \"4 Seasons\", \"director\": \"\", \"total_measure\": 183439.0, \"share_within_group\": 95.78509850609103}, {\"duration\": \"7 Seasons\", \"director\": \"\", \"total_measure\": 44263.0, \"share_within_group\": 95.63348025235503}, {\"duration\": \"2 Seasons\", \"director\": \"\", \"total_measure\": 814940.0, \"share_within_group\": 95.05447080504817}, {\"duration\": \"6 Seasons\", \"director\": \"\", \"total_measure\": 60420.0, \"share_within_group\": 90.88857800442258}, {\"duration\": \"5 Seasons\", \"director\": \"\", \"total_measure\": 118954.0, \"share_within_group\": 90.76785727911609}, {\"duration\": \"1 Season\", \"director\": \"\", \"total_measure\": 3244524.0, \"share_within_group\": 89.73338223068154}, {\"duration\": \"8 Seasons\", \"director\": \"\", \"total_measure\": 28169.0, \"share_within_group\": 82.31735827001754}, {\"duration\": \"36 min\", \"director\": \"\", \"total_measure\": 8084.0, \"share_within_group\": 80.01583688013461}, {\"duration\": \"37 min\", \"director\": \"\", \"total_measure\": 4038.0, \"share_within_group\": 66.84323787452409}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 29.79}"}

Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_02a5f5e6884ff58f/run_manifest.json

@@ -0,0 +1,91 @@
+{
+  "run_id": "v2_cli_20260502_081223_b",
+  "dataset_id": "c17",
+  "started_at": "2026-05-19T15:37:04.135161+00:00",
+  "ended_at": "2026-05-19T15:37:17.364985+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c17_02a5f5e6884ff58f",
+    "problem_id": "v2p_c17_15b08d51258d4d69",
+    "dataset_id": "c17",
+    "template_id": "tpl_tpcds_within_group_share",
+    "template_name": "Within-Group Share of Total",
+    "family_id": "conditional_dependency_structure",
+    "canonical_subitem_id": "dependency_strength_similarity",
+    "intended_facet_id": "pairwise_conditional_dependency",
+    "variant_semantic_role": "within_group_proportion",
+    "subitem_assignment_source": "planner_selected",
+    "source_kind": "agent",
+    "realization_mode": "agent",
+    "gate_priority": "primary",
+    "extended_family": false,
+    "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=duration, measure_col=release_year.",
+    "bindings": {
+      "group_col": "duration",
+      "measure_col": "release_year",
+      "item_col": "director",
+      "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": 2018.0,
+      "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=8",
+      "sql_variant_index=2/2",
+      "binding_index=31"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 3,
+    "problem_index_within_template": 8,
+    "sql_variant_index": 2,
+    "sql_variant_total": 2
+  },
+  "mode": "subitem_workload_v2",
+  "sql_source_version": "v2",
+  "sql_source_label": "v2_current",
+  "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_02a5f5e6884ff58f.sql",
+  "usage_summary": {
+    "dataset_id": "c17",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c17_02a5f5e6884ff58f",
+    "api_calls": 0,
+    "input_tokens": 14763,
+    "cached_input_tokens": 13696,
+    "output_tokens": 634,
+    "total_tokens": 15397,
+    "cost_usd": 0.0,
+    "ai_cli_calls": 1,
+    "estimated_input_tokens": 0,
+    "estimated_output_tokens": 0,
+    "estimated_total_tokens": 0,
+    "usage_source": "ai_cli_json_usage",
+    "cli_elapsed_ms_total": 13192.65,
+    "sql_execution_elapsed_ms_total": 29.79,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_02a5f5e6884ff58f/cli/conversation.jsonl",
+    "note": "Executed through a local AI CLI with structured usage metadata."
+  }
+}

Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_02a5f5e6884ff58f/trace.jsonl

@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T15:37:17.332838+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": 13192.65, "started_at": "2026-05-19T15:37:04.139132+00:00", "ended_at": "2026-05-19T15:37:17.331815+00:00", "prompt_metrics": {"chars": 9590, "bytes_utf8": 9592, "lines": 242, "estimated_tokens": null}, "response_metrics": {"chars": 608, "bytes_utf8": 608, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14763, "cached_input_tokens": 13696, "output_tokens": 634, "reasoning_output_tokens": 475}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"duration\\\", \\\"director\\\",\\n       SUM(CAST(\\\"release_year\\\" AS REAL)) AS total_measure,\\n       SUM(CAST(\\\"release_year\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"release_year\\\" AS REAL))) OVER (PARTITION BY \\\"duration\\\") AS share_within_group\\nFROM \\\"c17\\\"\\nGROUP BY \\\"duration\\\", \\\"director\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Applied the planned within-group share template with group_col=\\\"duration\\\", item_col=\\\"director\\\", and measure_col=\\\"release_year\\\". Cast \\\"release_year\\\" from TEXT to REAL so SUM works numerically in SQLite.\"}"}

Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_02a5f5e6884ff58f/usage_summary.json

@@ -0,0 +1,20 @@
+{
+  "dataset_id": "c17",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_c17_02a5f5e6884ff58f",
+  "api_calls": 0,
+  "input_tokens": 14763,
+  "cached_input_tokens": 13696,
+  "output_tokens": 634,
+  "total_tokens": 15397,
+  "cost_usd": 0.0,
+  "ai_cli_calls": 1,
+  "estimated_input_tokens": 0,
+  "estimated_output_tokens": 0,
+  "estimated_total_tokens": 0,
+  "usage_source": "ai_cli_json_usage",
+  "cli_elapsed_ms_total": 13192.65,
+  "sql_execution_elapsed_ms_total": 29.79,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_02a5f5e6884ff58f/cli/conversation.jsonl",
+  "note": "Executed through a local AI CLI with structured usage metadata."
+}

Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_0804d31c2d19ff53/final_answer.txt

@@ -0,0 +1,2 @@
+SQL executed successfully for: Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=release_year.
+Result preview: [{"release_year": "2018", "row_count": 1147}, {"release_year": "2017", "row_count": 1032}, {"release_year": "2019", "row_count": 1030}, {"release_year": "2020", "row_count": 953}, {"release_year": "2016", "row_count": 902}] Results were truncated.

Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_0804d31c2d19ff53/generated_sql.sql

@@ -0,0 +1,17 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: c17
+-- 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_c17_0804d31c2d19ff53
+-- problem_id: v2p_c17_220d039a9890c189
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "release_year", COUNT(*) AS row_count
+FROM "c17"
+GROUP BY "release_year"
+ORDER BY row_count DESC;

Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_0804d31c2d19ff53/query_results.jsonl

@@ -0,0 +1 @@
+{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_group_count\nSELECT \"release_year\", COUNT(*) AS row_count\nFROM \"c17\"\nGROUP BY \"release_year\"\nORDER BY row_count DESC;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"release_year\\\", COUNT(*) AS row_count\\nFROM \\\"c17\\\"\\nGROUP BY \\\"release_year\\\"\\nORDER BY row_count DESC;\", \"columns\": [\"release_year\", \"row_count\"], \"rows\": [{\"release_year\": \"2018\", \"row_count\": 1147}, {\"release_year\": \"2017\", \"row_count\": 1032}, {\"release_year\": \"2019\", \"row_count\": 1030}, {\"release_year\": \"2020\", \"row_count\": 953}, {\"release_year\": \"2016\", \"row_count\": 902}, {\"release_year\": \"2021\", \"row_count\": 592}, {\"release_year\": \"2015\", \"row_count\": 560}, {\"release_year\": \"2014\", \"row_count\": 352}, {\"release_year\": \"2013\", \"row_count\": 288}, {\"release_year\": \"2012\", \"row_count\": 237}, {\"release_year\": \"2010\", \"row_count\": 194}, {\"release_year\": \"2011\", \"row_count\": 185}, {\"release_year\": \"2009\", \"row_count\": 152}, {\"release_year\": \"2008\", \"row_count\": 136}, {\"release_year\": \"2006\", \"row_count\": 96}, {\"release_year\": \"2007\", \"row_count\": 88}, {\"release_year\": \"2005\", \"row_count\": 80}, {\"release_year\": \"2004\", \"row_count\": 64}, {\"release_year\": \"2003\", \"row_count\": 61}, {\"release_year\": \"2002\", \"row_count\": 51}, {\"release_year\": \"2001\", \"row_count\": 45}, {\"release_year\": \"1999\", \"row_count\": 39}, {\"release_year\": \"1997\", \"row_count\": 38}, {\"release_year\": \"2000\", \"row_count\": 37}, {\"release_year\": \"1998\", \"row_count\": 36}, {\"release_year\": \"1993\", \"row_count\": 28}, {\"release_year\": \"1995\", \"row_count\": 25}, {\"release_year\": \"1996\", \"row_count\": 24}, {\"release_year\": \"1992\", \"row_count\": 23}, {\"release_year\": \"1994\", \"row_count\": 22}, {\"release_year\": \"1990\", \"row_count\": 22}, {\"release_year\": \"1988\", \"row_count\": 18}, {\"release_year\": \"1991\", \"row_count\": 17}, {\"release_year\": \"1982\", \"row_count\": 17}, {\"release_year\": \"1989\", \"row_count\": 16}, {\"release_year\": \"1986\", \"row_count\": 13}, {\"release_year\": \"1981\", \"row_count\": 13}, {\"release_year\": \"1984\", \"row_count\": 12}, {\"release_year\": \"1983\", \"row_count\": 11}, {\"release_year\": \"1980\", \"row_count\": 11}, {\"release_year\": \"1979\", \"row_count\": 11}, {\"release_year\": \"1985\", \"row_count\": 10}, {\"release_year\": \"1973\", \"row_count\": 10}, {\"release_year\": \"1976\", \"row_count\": 9}, {\"release_year\": \"1987\", \"row_count\": 8}, {\"release_year\": \"1978\", \"row_count\": 7}, {\"release_year\": \"1977\", \"row_count\": 7}, {\"release_year\": \"1975\", \"row_count\": 7}, {\"release_year\": \"1974\", \"row_count\": 7}, {\"release_year\": \"1972\", \"row_count\": 5}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 10.61}"}

Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_0804d31c2d19ff53/run_manifest.json

@@ -0,0 +1,87 @@
+{
+  "run_id": "v2_cli_20260502_081223_b",
+  "dataset_id": "c17",
+  "started_at": "2026-05-19T15:32:20.806570+00:00",
+  "ended_at": "2026-05-19T15:32:36.810544+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c17_0804d31c2d19ff53",
+    "problem_id": "v2p_c17_220d039a9890c189",
+    "dataset_id": "c17",
+    "template_id": "tpl_clickbench_group_count",
+    "template_name": "Grouped Count by Category",
+    "family_id": "subgroup_structure",
+    "canonical_subitem_id": "subgroup_size_stability",
+    "intended_facet_id": "subgroup_distribution_shift",
+    "variant_semantic_role": "count_distribution",
+    "subitem_assignment_source": "planner_selected",
+    "source_kind": "agent",
+    "realization_mode": "agent",
+    "gate_priority": "primary",
+    "extended_family": false,
+    "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=release_year.",
+    "bindings": {
+      "group_col": "release_year",
+      "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": 2019.0,
+      "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"
+    ],
+    "coverage_target_min": "5",
+    "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;",
+    "notes": [
+      "default_facets=subgroup_distribution_shift",
+      "template_selection_mode=rule",
+      "problem_index_within_template=6",
+      "sql_variant_index=1/1",
+      "binding_index=17"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 2,
+    "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_b/c17/sql/v2q_c17_0804d31c2d19ff53.sql",
+  "usage_summary": {
+    "dataset_id": "c17",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c17_0804d31c2d19ff53",
+    "api_calls": 0,
+    "input_tokens": 14620,
+    "cached_input_tokens": 12032,
+    "output_tokens": 216,
+    "total_tokens": 14836,
+    "cost_usd": 0.0,
+    "ai_cli_calls": 1,
+    "estimated_input_tokens": 0,
+    "estimated_output_tokens": 0,
+    "estimated_total_tokens": 0,
+    "usage_source": "ai_cli_json_usage",
+    "cli_elapsed_ms_total": 15985.55,
+    "sql_execution_elapsed_ms_total": 10.61,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_0804d31c2d19ff53/cli/conversation.jsonl",
+    "note": "Executed through a local AI CLI with structured usage metadata."
+  }
+}

Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_0804d31c2d19ff53/trace.jsonl

@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T15:32:36.796618+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": 15985.55, "started_at": "2026-05-19T15:32:20.809373+00:00", "ended_at": "2026-05-19T15:32:36.794956+00:00", "prompt_metrics": {"chars": 9087, "bytes_utf8": 9089, "lines": 238, "estimated_tokens": null}, "response_metrics": {"chars": 277, "bytes_utf8": 277, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14620, "cached_input_tokens": 12032, "output_tokens": 216, "reasoning_output_tokens": 143}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"release_year\\\", COUNT(*) AS row_count\\nFROM \\\"c17\\\"\\nGROUP BY \\\"release_year\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Grouped count by \\\"release_year\\\" on single table \\\"c17\\\", following the provided template exactly.\"}"}

Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_0804d31c2d19ff53/usage_summary.json

@@ -0,0 +1,20 @@
+{
+  "dataset_id": "c17",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_c17_0804d31c2d19ff53",
+  "api_calls": 0,
+  "input_tokens": 14620,
+  "cached_input_tokens": 12032,
+  "output_tokens": 216,
+  "total_tokens": 14836,
+  "cost_usd": 0.0,
+  "ai_cli_calls": 1,
+  "estimated_input_tokens": 0,
+  "estimated_output_tokens": 0,
+  "estimated_total_tokens": 0,
+  "usage_source": "ai_cli_json_usage",
+  "cli_elapsed_ms_total": 15985.55,
+  "sql_execution_elapsed_ms_total": 10.61,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_0804d31c2d19ff53/cli/conversation.jsonl",
+  "note": "Executed through a local AI CLI with structured usage metadata."
+}

Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_105380ffc5766623/final_answer.txt

@@ -0,0 +1,2 @@
+SQL executed successfully for: Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=rating.
+Result preview: [{"rating": "TV-MA", "row_count": 3207}, {"rating": "TV-14", "row_count": 2160}, {"rating": "TV-PG", "row_count": 863}, {"rating": "R", "row_count": 799}, {"rating": "PG-13", "row_count": 490}]

Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_105380ffc5766623/generated_sql.sql

@@ -0,0 +1,17 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: c17
+-- 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_c17_105380ffc5766623
+-- problem_id: v2p_c17_d3ea6da7d6d97677
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "rating", COUNT(*) AS "row_count"
+FROM "c17"
+GROUP BY "rating"
+ORDER BY "row_count" DESC;

Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_105380ffc5766623/query_results.jsonl

@@ -0,0 +1 @@
+{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_group_count\nSELECT \"rating\", COUNT(*) AS \"row_count\"\nFROM \"c17\"\nGROUP BY \"rating\"\nORDER BY \"row_count\" DESC;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"rating\\\", COUNT(*) AS \\\"row_count\\\"\\nFROM \\\"c17\\\"\\nGROUP BY \\\"rating\\\"\\nORDER BY \\\"row_count\\\" DESC;\", \"columns\": [\"rating\", \"row_count\"], \"rows\": [{\"rating\": \"TV-MA\", \"row_count\": 3207}, {\"rating\": \"TV-14\", \"row_count\": 2160}, {\"rating\": \"TV-PG\", \"row_count\": 863}, {\"rating\": \"R\", \"row_count\": 799}, {\"rating\": \"PG-13\", \"row_count\": 490}, {\"rating\": \"TV-Y7\", \"row_count\": 334}, {\"rating\": \"TV-Y\", \"row_count\": 307}, {\"rating\": \"PG\", \"row_count\": 287}, {\"rating\": \"TV-G\", \"row_count\": 220}, {\"rating\": \"NR\", \"row_count\": 80}, {\"rating\": \"G\", \"row_count\": 41}, {\"rating\": \"TV-Y7-FV\", \"row_count\": 6}, {\"rating\": \"\", \"row_count\": 4}, {\"rating\": \"UR\", \"row_count\": 3}, {\"rating\": \"NC-17\", \"row_count\": 3}, {\"rating\": \"84 min\", \"row_count\": 1}, {\"rating\": \"74 min\", \"row_count\": 1}, {\"rating\": \"66 min\", \"row_count\": 1}], \"row_count_returned\": 18, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 5.38}"}

Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_105380ffc5766623/run_manifest.json

@@ -0,0 +1,87 @@
+{
+  "run_id": "v2_cli_20260502_081223_b",
+  "dataset_id": "c17",
+  "started_at": "2026-05-19T15:32:36.811826+00:00",
+  "ended_at": "2026-05-19T15:32:48.256961+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c17_105380ffc5766623",
+    "problem_id": "v2p_c17_d3ea6da7d6d97677",
+    "dataset_id": "c17",
+    "template_id": "tpl_clickbench_group_count",
+    "template_name": "Grouped Count by Category",
+    "family_id": "subgroup_structure",
+    "canonical_subitem_id": "subgroup_size_stability",
+    "intended_facet_id": "subgroup_distribution_shift",
+    "variant_semantic_role": "count_distribution",
+    "subitem_assignment_source": "planner_selected",
+    "source_kind": "agent",
+    "realization_mode": "agent",
+    "gate_priority": "primary",
+    "extended_family": false,
+    "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=rating.",
+    "bindings": {
+      "group_col": "rating",
+      "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": 2019.0,
+      "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"
+    ],
+    "coverage_target_min": "5",
+    "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;",
+    "notes": [
+      "default_facets=subgroup_distribution_shift",
+      "template_selection_mode=rule",
+      "problem_index_within_template=7",
+      "sql_variant_index=1/1",
+      "binding_index=18"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 2,
+    "problem_index_within_template": 7,
+    "sql_variant_index": 1,
+    "sql_variant_total": 1
+  },
+  "mode": "subitem_workload_v2",
+  "sql_source_version": "v2",
+  "sql_source_label": "v2_current",
+  "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_105380ffc5766623.sql",
+  "usage_summary": {
+    "dataset_id": "c17",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c17_105380ffc5766623",
+    "api_calls": 0,
+    "input_tokens": 14618,
+    "cached_input_tokens": 13696,
+    "output_tokens": 404,
+    "total_tokens": 15022,
+    "cost_usd": 0.0,
+    "ai_cli_calls": 1,
+    "estimated_input_tokens": 0,
+    "estimated_output_tokens": 0,
+    "estimated_total_tokens": 0,
+    "usage_source": "ai_cli_json_usage",
+    "cli_elapsed_ms_total": 11432.78,
+    "sql_execution_elapsed_ms_total": 5.38,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_105380ffc5766623/cli/conversation.jsonl",
+    "note": "Executed through a local AI CLI with structured usage metadata."
+  }
+}

Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_105380ffc5766623/trace.jsonl

@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T15:32:48.250152+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": 11432.78, "started_at": "2026-05-19T15:32:36.816528+00:00", "ended_at": "2026-05-19T15:32:48.249343+00:00", "prompt_metrics": {"chars": 9076, "bytes_utf8": 9078, "lines": 238, "estimated_tokens": null}, "response_metrics": {"chars": 305, "bytes_utf8": 305, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14618, "cached_input_tokens": 13696, "output_tokens": 404, "reasoning_output_tokens": 325}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"rating\\\", COUNT(*) AS \\\"row_count\\\"\\nFROM \\\"c17\\\"\\nGROUP BY \\\"rating\\\"\\nORDER BY \\\"row_count\\\" DESC;\",\"notes\":\"Applied the provided grouped-count template on \\\"rating\\\" using the single table \\\"c17\\\" with SQLite-compatible quoted identifiers.\"}"}

Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_105380ffc5766623/usage_summary.json

@@ -0,0 +1,20 @@
+{
+  "dataset_id": "c17",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_c17_105380ffc5766623",
+  "api_calls": 0,
+  "input_tokens": 14618,
+  "cached_input_tokens": 13696,
+  "output_tokens": 404,
+  "total_tokens": 15022,
+  "cost_usd": 0.0,
+  "ai_cli_calls": 1,
+  "estimated_input_tokens": 0,
+  "estimated_output_tokens": 0,
+  "estimated_total_tokens": 0,
+  "usage_source": "ai_cli_json_usage",
+  "cli_elapsed_ms_total": 11432.78,
+  "sql_execution_elapsed_ms_total": 5.38,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_105380ffc5766623/cli/conversation.jsonl",
+  "note": "Executed through a local AI CLI with structured usage metadata."
+}

Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_176e043e21c9a4db/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=rating, measure_col=release_year.
+Result preview: [{"rating": "TV-MA", "total_measure": 6467434}, {"rating": "TV-14", "total_measure": 4349496}, {"rating": "TV-PG", "total_measure": 1737676}, {"rating": "R", "total_measure": 1606367}, {"rating": "PG-13", "total_measure": 984564}]

Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_176e043e21c9a4db/generated_sql.sql

@@ -0,0 +1,17 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: c17
+-- 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_c17_176e043e21c9a4db
+-- problem_id: v2p_c17_107518c0fbd8ad64
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "rating", SUM(CAST("release_year" AS INTEGER)) AS total_measure
+FROM "c17"
+GROUP BY "rating"
+ORDER BY total_measure DESC;

Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_176e043e21c9a4db/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 \"rating\", SUM(CAST(\"release_year\" AS INTEGER)) AS total_measure\nFROM \"c17\"\nGROUP BY \"rating\"\nORDER BY total_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"rating\\\", SUM(CAST(\\\"release_year\\\" AS INTEGER)) AS total_measure\\nFROM \\\"c17\\\"\\nGROUP BY \\\"rating\\\"\\nORDER BY total_measure DESC;\", \"columns\": [\"rating\", \"total_measure\"], \"rows\": [{\"rating\": \"TV-MA\", \"total_measure\": 6467434}, {\"rating\": \"TV-14\", \"total_measure\": 4349496}, {\"rating\": \"TV-PG\", \"total_measure\": 1737676}, {\"rating\": \"R\", \"total_measure\": 1606367}, {\"rating\": \"PG-13\", \"total_measure\": 984564}, {\"rating\": \"TV-Y7\", \"total_measure\": 673180}, {\"rating\": \"TV-Y\", \"total_measure\": 619268}, {\"rating\": \"PG\", \"total_measure\": 576419}, {\"rating\": \"TV-G\", \"total_measure\": 443464}, {\"rating\": \"NR\", \"total_measure\": 160873}, {\"rating\": \"G\", \"total_measure\": 81910}, {\"rating\": \"TV-Y7-FV\", \"total_measure\": 12089}, {\"rating\": \"\", \"total_measure\": 8060}, {\"rating\": \"NC-17\", \"total_measure\": 6045}, {\"rating\": \"UR\", \"total_measure\": 5998}, {\"rating\": \"74 min\", \"total_measure\": 2017}, {\"rating\": \"66 min\", \"total_measure\": 2015}, {\"rating\": \"84 min\", \"total_measure\": 2010}], \"row_count_returned\": 18, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 6.23}"}

Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_176e043e21c9a4db/run_manifest.json

@@ -0,0 +1,89 @@
+{
+  "run_id": "v2_cli_20260502_081223_b",
+  "dataset_id": "c17",
+  "started_at": "2026-05-19T15:29:06.592875+00:00",
+  "ended_at": "2026-05-19T15:29:15.222214+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c17_176e043e21c9a4db",
+    "problem_id": "v2p_c17_107518c0fbd8ad64",
+    "dataset_id": "c17",
+    "template_id": "tpl_h2o_group_sum",
+    "template_name": "Grouped Numeric Sum",
+    "family_id": "subgroup_structure",
+    "canonical_subitem_id": "internal_profile_stability",
+    "intended_facet_id": "subgroup_distribution_shift",
+    "variant_semantic_role": "collapsed_target_view",
+    "subitem_assignment_source": "planner_selected",
+    "source_kind": "agent",
+    "realization_mode": "agent",
+    "gate_priority": "primary",
+    "extended_family": false,
+    "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=rating, measure_col=release_year.",
+    "bindings": {
+      "group_col": "rating",
+      "measure_col": "release_year",
+      "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": 2018.0,
+      "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=2/2",
+      "binding_index=2"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 1,
+    "problem_index_within_template": 3,
+    "sql_variant_index": 2,
+    "sql_variant_total": 2
+  },
+  "mode": "subitem_workload_v2",
+  "sql_source_version": "v2",
+  "sql_source_label": "v2_current",
+  "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_176e043e21c9a4db.sql",
+  "usage_summary": {
+    "dataset_id": "c17",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c17_176e043e21c9a4db",
+    "api_calls": 0,
+    "input_tokens": 14645,
+    "cached_input_tokens": 12032,
+    "output_tokens": 321,
+    "total_tokens": 14966,
+    "cost_usd": 0.0,
+    "ai_cli_calls": 1,
+    "estimated_input_tokens": 0,
+    "estimated_output_tokens": 0,
+    "estimated_total_tokens": 0,
+    "usage_source": "ai_cli_json_usage",
+    "cli_elapsed_ms_total": 8618.61,
+    "sql_execution_elapsed_ms_total": 6.23,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_176e043e21c9a4db/cli/conversation.jsonl",
+    "note": "Executed through a local AI CLI with structured usage metadata."
+  }
+}

Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_176e043e21c9a4db/trace.jsonl

@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T15:29:15.214555+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": 8618.61, "started_at": "2026-05-19T15:29:06.595153+00:00", "ended_at": "2026-05-19T15:29:15.213794+00:00", "prompt_metrics": {"chars": 9175, "bytes_utf8": 9177, "lines": 240, "estimated_tokens": null}, "response_metrics": {"chars": 360, "bytes_utf8": 360, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14645, "cached_input_tokens": 12032, "output_tokens": 321, "reasoning_output_tokens": 228}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"rating\\\", SUM(CAST(\\\"release_year\\\" AS INTEGER)) AS total_measure\\nFROM \\\"c17\\\"\\nGROUP BY \\\"rating\\\"\\nORDER BY total_measure DESC;\",\"notes\":\"Used the planned grouped numeric sum template with \\\"rating\\\" as the grouping column and cast \\\"release_year\\\" to INTEGER because it is stored as TEXT in the schema.\"}"}

Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_176e043e21c9a4db/usage_summary.json

@@ -0,0 +1,20 @@
+{
+  "dataset_id": "c17",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_c17_176e043e21c9a4db",
+  "api_calls": 0,
+  "input_tokens": 14645,
+  "cached_input_tokens": 12032,
+  "output_tokens": 321,
+  "total_tokens": 14966,
+  "cost_usd": 0.0,
+  "ai_cli_calls": 1,
+  "estimated_input_tokens": 0,
+  "estimated_output_tokens": 0,
+  "estimated_total_tokens": 0,
+  "usage_source": "ai_cli_json_usage",
+  "cli_elapsed_ms_total": 8618.61,
+  "sql_execution_elapsed_ms_total": 6.23,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_176e043e21c9a4db/cli/conversation.jsonl",
+  "note": "Executed through a local AI CLI with structured usage metadata."
+}

Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_2ed8d11d1b12f150/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=rating, measure_col=release_year.
+Result preview: [{"rating": "TV-MA", "group_value": 6467434.0}, {"rating": "TV-14", "group_value": 4349496.0}, {"rating": "TV-PG", "group_value": 1737676.0}, {"rating": "R", "group_value": 1606367.0}, {"rating": "PG-13", "group_value": 984564.0}]

Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_2ed8d11d1b12f150/generated_sql.sql

@@ -0,0 +1,30 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: c17
+-- 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_c17_2ed8d11d1b12f150
+-- problem_id: v2p_c17_cd7a5075b80ad73a
+-- realization_mode: agent
+-- source_kind: agent
+WITH grouped AS (
+    SELECT "rating", SUM(CAST("release_year" AS REAL)) AS group_value
+    FROM "c17"
+    WHERE "rating" IS NOT NULL
+      AND TRIM("rating") <> ''
+      AND "release_year" IS NOT NULL
+      AND TRIM("release_year") <> ''
+    GROUP BY "rating"
+), total AS (
+    SELECT SUM(group_value) AS total_value
+    FROM grouped
+)
+SELECT g."rating", 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;

Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_2ed8d11d1b12f150/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 \"rating\", SUM(CAST(\"release_year\" AS REAL)) AS group_value\n    FROM \"c17\"\n    WHERE \"rating\" IS NOT NULL\n      AND TRIM(\"rating\") <> ''\n      AND \"release_year\" IS NOT NULL\n      AND TRIM(\"release_year\") <> ''\n    GROUP BY \"rating\"\n), total AS (\n    SELECT SUM(group_value) AS total_value\n    FROM grouped\n)\nSELECT g.\"rating\", g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * 0.05\nORDER BY g.group_value DESC;", "result": "{\"query\": \"-- template_id: tpl_tpch_relative_total_threshold\\nWITH grouped AS (\\n    SELECT \\\"rating\\\", SUM(CAST(\\\"release_year\\\" AS REAL)) AS group_value\\n    FROM \\\"c17\\\"\\n    WHERE \\\"rating\\\" IS NOT NULL\\n      AND TRIM(\\\"rating\\\") <> ''\\n      AND \\\"release_year\\\" IS NOT NULL\\n      AND TRIM(\\\"release_year\\\") <> ''\\n    GROUP BY \\\"rating\\\"\\n), total AS (\\n    SELECT SUM(group_value) AS total_value\\n    FROM grouped\\n)\\nSELECT g.\\\"rating\\\", g.group_value\\nFROM grouped AS g\\nCROSS JOIN total AS t\\nWHERE g.group_value > t.total_value * 0.05\\nORDER BY g.group_value DESC;\", \"columns\": [\"rating\", \"group_value\"], \"rows\": [{\"rating\": \"TV-MA\", \"group_value\": 6467434.0}, {\"rating\": \"TV-14\", \"group_value\": 4349496.0}, {\"rating\": \"TV-PG\", \"group_value\": 1737676.0}, {\"rating\": \"R\", \"group_value\": 1606367.0}, {\"rating\": \"PG-13\", \"group_value\": 984564.0}], \"row_count_returned\": 5, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 9.45}"}

Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_2ed8d11d1b12f150/run_manifest.json

@@ -0,0 +1,89 @@
+{
+  "run_id": "v2_cli_20260502_081223_b",
+  "dataset_id": "c17",
+  "started_at": "2026-05-19T15:46:27.466046+00:00",
+  "ended_at": "2026-05-19T15:46:44.041839+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c17_2ed8d11d1b12f150",
+    "problem_id": "v2p_c17_cd7a5075b80ad73a",
+    "dataset_id": "c17",
+    "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=rating, measure_col=release_year.",
+    "bindings": {
+      "group_col": "rating",
+      "measure_col": "release_year",
+      "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": 2018.0,
+      "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=7",
+      "sql_variant_index=2/2",
+      "binding_index=78"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 7,
+    "problem_index_within_template": 7,
+    "sql_variant_index": 2,
+    "sql_variant_total": 2
+  },
+  "mode": "subitem_workload_v2",
+  "sql_source_version": "v2",
+  "sql_source_label": "v2_current",
+  "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_2ed8d11d1b12f150.sql",
+  "usage_summary": {
+    "dataset_id": "c17",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c17_2ed8d11d1b12f150",
+    "api_calls": 0,
+    "input_tokens": 14783,
+    "cached_input_tokens": 13696,
+    "output_tokens": 591,
+    "total_tokens": 15374,
+    "cost_usd": 0.0,
+    "ai_cli_calls": 1,
+    "estimated_input_tokens": 0,
+    "estimated_output_tokens": 0,
+    "estimated_total_tokens": 0,
+    "usage_source": "ai_cli_json_usage",
+    "cli_elapsed_ms_total": 16558.83,
+    "sql_execution_elapsed_ms_total": 9.45,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_2ed8d11d1b12f150/cli/conversation.jsonl",
+    "note": "Executed through a local AI CLI with structured usage metadata."
+  }
+}

Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_2ed8d11d1b12f150/trace.jsonl

@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T15:46:44.030288+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": 16558.83, "started_at": "2026-05-19T15:46:27.470327+00:00", "ended_at": "2026-05-19T15:46:44.029210+00:00", "prompt_metrics": {"chars": 9731, "bytes_utf8": 9733, "lines": 240, "estimated_tokens": null}, "response_metrics": {"chars": 854, "bytes_utf8": 854, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14783, "cached_input_tokens": 13696, "output_tokens": 591, "reasoning_output_tokens": 372}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tpch_relative_total_threshold\\nWITH grouped AS (\\n    SELECT \\\"rating\\\", SUM(CAST(\\\"release_year\\\" AS REAL)) AS group_value\\n    FROM \\\"c17\\\"\\n    WHERE \\\"rating\\\" IS NOT NULL\\n      AND TRIM(\\\"rating\\\") <> ''\\n      AND \\\"release_year\\\" IS NOT NULL\\n      AND TRIM(\\\"release_year\\\") <> ''\\n    GROUP BY \\\"rating\\\"\\n), total AS (\\n    SELECT SUM(group_value) AS total_value\\n    FROM grouped\\n)\\nSELECT g.\\\"rating\\\", 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 provided Relative-to-Total Extreme Threshold template with group_col=rating and measure_col=release_year. Cast release_year to REAL because the schema stores it as TEXT, and filtered out null/empty rating and release_year values for a stable grouped view.\"}"}

Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_2ed8d11d1b12f150/usage_summary.json

@@ -0,0 +1,20 @@
+{
+  "dataset_id": "c17",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_c17_2ed8d11d1b12f150",
+  "api_calls": 0,
+  "input_tokens": 14783,
+  "cached_input_tokens": 13696,
+  "output_tokens": 591,
+  "total_tokens": 15374,
+  "cost_usd": 0.0,
+  "ai_cli_calls": 1,
+  "estimated_input_tokens": 0,
+  "estimated_output_tokens": 0,
+  "estimated_total_tokens": 0,
+  "usage_source": "ai_cli_json_usage",
+  "cli_elapsed_ms_total": 16558.83,
+  "sql_execution_elapsed_ms_total": 9.45,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_2ed8d11d1b12f150/cli/conversation.jsonl",
+  "note": "Executed through a local AI CLI with structured usage metadata."
+}

Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_33aa8a727089abc4/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=type, measure_col=release_year.
+Result preview: [{"type": "TV Show", "cast": "David Attenborough", "total_measure": 28172, "share_within_group": 0.6006326129096357}, {"type": "Movie", "cast": "Vatsal Dubey, Julie Tejwani, Rupa Bhimani, Jigna Bhardwaj, Rajesh Kava, Mousam, Swapnil", "total_measure": 26158, "share_within_group": 0.22975786886445349}, {"type": "Movie", "cast": "Samuel West", "total_measure": 20134, "share_within_group": 0.1768462776862492}, {"type": "TV Show", "cast": "Michela Luci, Jamie Watson, Anna Claire Bartlam, Dante Zee, Eric Peterson", "total_measure": 8073, "share_within_group": 0.17211795697925203}, {"type": "TV Show", "cast": "Dave Chappelle", "total_measure": 6039, "share_within_group": 0.12875267461881618}]

Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_33aa8a727089abc4/generated_sql.sql

@@ -0,0 +1,24 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: c17
+-- 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_c17_33aa8a727089abc4
+-- problem_id: v2p_c17_473a30e6d88cfb69
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "type", "cast",
+       SUM(CAST("release_year" AS INTEGER)) AS total_measure,
+       SUM(CAST("release_year" AS INTEGER)) * 100.0 / SUM(SUM(CAST("release_year" AS INTEGER))) OVER (PARTITION BY "type") AS share_within_group
+FROM "c17"
+WHERE "cast" IS NOT NULL
+  AND "cast" <> ''
+  AND "release_year" IS NOT NULL
+  AND "release_year" <> ''
+GROUP BY "type", "cast"
+ORDER BY share_within_group DESC
+LIMIT 12;

Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_33aa8a727089abc4/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 \"type\", \"cast\",\n       SUM(CAST(\"release_year\" AS INTEGER)) AS total_measure,\n       SUM(CAST(\"release_year\" AS INTEGER)) * 100.0 / SUM(SUM(CAST(\"release_year\" AS INTEGER))) OVER (PARTITION BY \"type\") AS share_within_group\nFROM \"c17\"\nWHERE \"cast\" IS NOT NULL\n  AND \"cast\" <> ''\n  AND \"release_year\" IS NOT NULL\n  AND \"release_year\" <> ''\nGROUP BY \"type\", \"cast\"\nORDER BY share_within_group DESC\nLIMIT 12;", "result": "{\"query\": \"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"type\\\", \\\"cast\\\",\\n       SUM(CAST(\\\"release_year\\\" AS INTEGER)) AS total_measure,\\n       SUM(CAST(\\\"release_year\\\" AS INTEGER)) * 100.0 / SUM(SUM(CAST(\\\"release_year\\\" AS INTEGER))) OVER (PARTITION BY \\\"type\\\") AS share_within_group\\nFROM \\\"c17\\\"\\nWHERE \\\"cast\\\" IS NOT NULL\\n  AND \\\"cast\\\" <> ''\\n  AND \\\"release_year\\\" IS NOT NULL\\n  AND \\\"release_year\\\" <> ''\\nGROUP BY \\\"type\\\", \\\"cast\\\"\\nORDER BY share_within_group DESC\\nLIMIT 12;\", \"columns\": [\"type\", \"cast\", \"total_measure\", \"share_within_group\"], \"rows\": [{\"type\": \"TV Show\", \"cast\": \"David Attenborough\", \"total_measure\": 28172, \"share_within_group\": 0.6006326129096357}, {\"type\": \"Movie\", \"cast\": \"Vatsal Dubey, Julie Tejwani, Rupa Bhimani, Jigna Bhardwaj, Rajesh Kava, Mousam, Swapnil\", \"total_measure\": 26158, \"share_within_group\": 0.22975786886445349}, {\"type\": \"Movie\", \"cast\": \"Samuel West\", \"total_measure\": 20134, \"share_within_group\": 0.1768462776862492}, {\"type\": \"TV Show\", \"cast\": \"Michela Luci, Jamie Watson, Anna Claire Bartlam, Dante Zee, Eric Peterson\", \"total_measure\": 8073, \"share_within_group\": 0.17211795697925203}, {\"type\": \"TV Show\", \"cast\": \"Dave Chappelle\", \"total_measure\": 6039, \"share_within_group\": 0.12875267461881618}, {\"type\": \"Movie\", \"cast\": \"Jeff Dunham\", \"total_measure\": 14094, \"share_within_group\": 0.12379415107330864}, {\"type\": \"Movie\", \"cast\": \"Craig Sechler\", \"total_measure\": 12102, \"share_within_group\": 0.10629748944864348}, {\"type\": \"Movie\", \"cast\": \"Kevin Hart\", \"total_measure\": 12082, \"share_within_group\": 0.10612182015522315}, {\"type\": \"Movie\", \"cast\": \"David Spade, London Hughes, Fortune Feimster\", \"total_measure\": 10104, \"share_within_group\": 0.08874812703595221}, {\"type\": \"Movie\", \"cast\": \"Michela Luci, Jamie Watson, Eric Peterson, Anna Claire Bartlam, Nicolas Aqui, Cory Doran, Julie Lemieux, Derek McGrath\", \"total_measure\": 10097, \"share_within_group\": 0.0886866427832551}, {\"type\": \"Movie\", \"cast\": \"Iliza Shlesinger\", \"total_measure\": 10081, \"share_within_group\": 0.08854610734851884}, {\"type\": \"Movie\", \"cast\": \"David Attenborough\", \"total_measure\": 10077, \"share_within_group\": 0.08851097348983476}], \"row_count_returned\": 12, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 59.36}"}

Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_33aa8a727089abc4/run_manifest.json

@@ -0,0 +1,91 @@
+{
+  "run_id": "v2_cli_20260502_081223_b",
+  "dataset_id": "c17",
+  "started_at": "2026-05-19T15:37:17.365673+00:00",
+  "ended_at": "2026-05-19T15:37:30.892057+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c17_33aa8a727089abc4",
+    "problem_id": "v2p_c17_473a30e6d88cfb69",
+    "dataset_id": "c17",
+    "template_id": "tpl_tpcds_within_group_share",
+    "template_name": "Within-Group Share of Total",
+    "family_id": "conditional_dependency_structure",
+    "canonical_subitem_id": "dependency_strength_similarity",
+    "intended_facet_id": "pairwise_conditional_dependency",
+    "variant_semantic_role": "within_group_proportion",
+    "subitem_assignment_source": "planner_selected",
+    "source_kind": "agent",
+    "realization_mode": "agent",
+    "gate_priority": "primary",
+    "extended_family": false,
+    "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=type, measure_col=release_year.",
+    "bindings": {
+      "group_col": "type",
+      "measure_col": "release_year",
+      "item_col": "cast",
+      "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": 2019.0,
+      "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=9",
+      "sql_variant_index=1/2",
+      "binding_index=32"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 3,
+    "problem_index_within_template": 9,
+    "sql_variant_index": 1,
+    "sql_variant_total": 2
+  },
+  "mode": "subitem_workload_v2",
+  "sql_source_version": "v2",
+  "sql_source_label": "v2_current",
+  "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_33aa8a727089abc4.sql",
+  "usage_summary": {
+    "dataset_id": "c17",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c17_33aa8a727089abc4",
+    "api_calls": 0,
+    "input_tokens": 14763,
+    "cached_input_tokens": 12032,
+    "output_tokens": 736,
+    "total_tokens": 15499,
+    "cost_usd": 0.0,
+    "ai_cli_calls": 1,
+    "estimated_input_tokens": 0,
+    "estimated_output_tokens": 0,
+    "estimated_total_tokens": 0,
+    "usage_source": "ai_cli_json_usage",
+    "cli_elapsed_ms_total": 13460.07,
+    "sql_execution_elapsed_ms_total": 59.36,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_33aa8a727089abc4/cli/conversation.jsonl",
+    "note": "Executed through a local AI CLI with structured usage metadata."
+  }
+}

Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_33aa8a727089abc4/trace.jsonl

@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T15:37:30.830854+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": 13460.07, "started_at": "2026-05-19T15:37:17.369333+00:00", "ended_at": "2026-05-19T15:37:30.829441+00:00", "prompt_metrics": {"chars": 9576, "bytes_utf8": 9578, "lines": 242, "estimated_tokens": null}, "response_metrics": {"chars": 830, "bytes_utf8": 830, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14763, "cached_input_tokens": 12032, "output_tokens": 736, "reasoning_output_tokens": 516}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"type\\\", \\\"cast\\\",\\n       SUM(CAST(\\\"release_year\\\" AS INTEGER)) AS total_measure,\\n       SUM(CAST(\\\"release_year\\\" AS INTEGER)) * 100.0 / SUM(SUM(CAST(\\\"release_year\\\" AS INTEGER))) OVER (PARTITION BY \\\"type\\\") AS share_within_group\\nFROM \\\"c17\\\"\\nWHERE \\\"cast\\\" IS NOT NULL\\n  AND \\\"cast\\\" <> ''\\n  AND \\\"release_year\\\" IS NOT NULL\\n  AND \\\"release_year\\\" <> ''\\nGROUP BY \\\"type\\\", \\\"cast\\\"\\nORDER BY share_within_group DESC\\nLIMIT 12;\",\"notes\":\"Applied the provided Within-Group Share of Total template with group_col=\\\"type\\\", item_col=\\\"cast\\\", and measure_col=\\\"release_year\\\". Cast \\\"release_year\\\" to INTEGER because the schema stores it as TEXT, and filtered blank/null cast and release_year values to avoid meaningless groups and non-numeric aggregation.\"}"}

Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_33aa8a727089abc4/usage_summary.json

@@ -0,0 +1,20 @@
+{
+  "dataset_id": "c17",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_c17_33aa8a727089abc4",
+  "api_calls": 0,
+  "input_tokens": 14763,
+  "cached_input_tokens": 12032,
+  "output_tokens": 736,
+  "total_tokens": 15499,
+  "cost_usd": 0.0,
+  "ai_cli_calls": 1,
+  "estimated_input_tokens": 0,
+  "estimated_output_tokens": 0,
+  "estimated_total_tokens": 0,
+  "usage_source": "ai_cli_json_usage",
+  "cli_elapsed_ms_total": 13460.07,
+  "sql_execution_elapsed_ms_total": 59.36,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_33aa8a727089abc4/cli/conversation.jsonl",
+  "note": "Executed through a local AI CLI with structured usage metadata."
+}

Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_4c4659a6e8c12d6a/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(NULLIF(\"release_year\", '') AS REAL) <= 2019.0 THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM \"c17\";", "result": "{\"query\": \"-- template_id: tpl_threshold_rarity_cdf\\nSELECT AVG(CASE WHEN CAST(NULLIF(\\\"release_year\\\", '') AS REAL) <= 2019.0 THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\\nFROM \\\"c17\\\";\", \"columns\": [\"empirical_cdf_at_threshold\"], \"rows\": [{\"empirical_cdf_at_threshold\": 0.8245713636879755}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 3.25}"}

Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_4c4659a6e8c12d6a/run_manifest.json

@@ -0,0 +1,87 @@
+{
+  "run_id": "v2_cli_20260502_081223_b",
+  "dataset_id": "c17",
+  "started_at": "2026-05-19T15:57:52.813236+00:00",
+  "ended_at": "2026-05-19T15:58:09.147007+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c17_4c4659a6e8c12d6a",
+    "problem_id": "v2p_c17_3089489cc466d330",
+    "dataset_id": "c17",
+    "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=release_year.",
+    "bindings": {
+      "measure_col": "release_year",
+      "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": 2019.0,
+      "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=7",
+      "sql_variant_index=1/1",
+      "binding_index=114"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 10,
+    "problem_index_within_template": 7,
+    "sql_variant_index": 1,
+    "sql_variant_total": 1
+  },
+  "mode": "subitem_workload_v2",
+  "sql_source_version": "v2",
+  "sql_source_label": "v2_current",
+  "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_4c4659a6e8c12d6a.sql",
+  "usage_summary": {
+    "dataset_id": "c17",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c17_4c4659a6e8c12d6a",
+    "api_calls": 0,
+    "input_tokens": 14636,
+    "cached_input_tokens": 13696,
+    "output_tokens": 479,
+    "total_tokens": 15115,
+    "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": 15324.24,
+    "sql_execution_elapsed_ms_total": 3.25,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_4c4659a6e8c12d6a/cli/conversation.jsonl",
+    "note": "Executed through a local AI CLI with structured usage metadata."
+  }
+}

Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_4c4659a6e8c12d6a/usage_summary.json

@@ -0,0 +1,20 @@
+{
+  "dataset_id": "c17",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_c17_4c4659a6e8c12d6a",
+  "api_calls": 0,
+  "input_tokens": 14636,
+  "cached_input_tokens": 13696,
+  "output_tokens": 479,
+  "total_tokens": 15115,
+  "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": 15324.24,
+  "sql_execution_elapsed_ms_total": 3.25,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_4c4659a6e8c12d6a/cli/conversation.jsonl",
+  "note": "Executed through a local AI CLI with structured usage metadata."
+}

Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_5034cd9531307c16/final_answer.txt

@@ -0,0 +1,2 @@
+SQL executed successfully for: Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=rating, condition_col=type.
+Result preview: [{"rating": "R", "condition_ratio": 398.5}, {"rating": "NR", "condition_ratio": 15.0}, {"rating": "TV-Y7-FV", "condition_ratio": 5.0}, {"rating": "TV-14", "condition_ratio": 1.946793997271487}, {"rating": "TV-MA", "condition_ratio": 1.8008733624454147}]

Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_5034cd9531307c16/generated_sql.sql

@@ -0,0 +1,26 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: c17
+-- 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_c17_5034cd9531307c16
+-- problem_id: v2p_c17_a36b75a9c42cb5a6
+-- realization_mode: agent
+-- source_kind: agent
+WITH "grouped" AS (
+    SELECT
+        "rating",
+        SUM(CASE WHEN "type" = 'Movie' THEN 1 ELSE 0 END) AS "numerator_count",
+        SUM(CASE WHEN "type" = 'TV Show' THEN 1 ELSE 0 END) AS "denominator_count"
+    FROM "c17"
+    GROUP BY "rating"
+)
+SELECT
+    "rating",
+    CAST("numerator_count" AS FLOAT) / NULLIF("denominator_count", 0) AS "condition_ratio"
+FROM "grouped"
+ORDER BY "condition_ratio" DESC;

Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_5034cd9531307c16/query_results.jsonl

@@ -0,0 +1 @@
+{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_ratio_two_conditions\nWITH \"grouped\" AS (\n    SELECT\n        \"rating\",\n        SUM(CASE WHEN \"type\" = 'Movie' THEN 1 ELSE 0 END) AS \"numerator_count\",\n        SUM(CASE WHEN \"type\" = 'TV Show' THEN 1 ELSE 0 END) AS \"denominator_count\"\n    FROM \"c17\"\n    GROUP BY \"rating\"\n)\nSELECT\n    \"rating\",\n    CAST(\"numerator_count\" AS FLOAT) / NULLIF(\"denominator_count\", 0) AS \"condition_ratio\"\nFROM \"grouped\"\nORDER BY \"condition_ratio\" DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH \\\"grouped\\\" AS (\\n    SELECT\\n        \\\"rating\\\",\\n        SUM(CASE WHEN \\\"type\\\" = 'Movie' THEN 1 ELSE 0 END) AS \\\"numerator_count\\\",\\n        SUM(CASE WHEN \\\"type\\\" = 'TV Show' THEN 1 ELSE 0 END) AS \\\"denominator_count\\\"\\n    FROM \\\"c17\\\"\\n    GROUP BY \\\"rating\\\"\\n)\\nSELECT\\n    \\\"rating\\\",\\n    CAST(\\\"numerator_count\\\" AS FLOAT) / NULLIF(\\\"denominator_count\\\", 0) AS \\\"condition_ratio\\\"\\nFROM \\\"grouped\\\"\\nORDER BY \\\"condition_ratio\\\" DESC;\", \"columns\": [\"rating\", \"condition_ratio\"], \"rows\": [{\"rating\": \"R\", \"condition_ratio\": 398.5}, {\"rating\": \"NR\", \"condition_ratio\": 15.0}, {\"rating\": \"TV-Y7-FV\", \"condition_ratio\": 5.0}, {\"rating\": \"TV-14\", \"condition_ratio\": 1.946793997271487}, {\"rating\": \"TV-MA\", \"condition_ratio\": 1.8008733624454147}, {\"rating\": \"TV-PG\", \"condition_ratio\": 1.671826625386997}, {\"rating\": \"TV-G\", \"condition_ratio\": 1.3404255319148937}, {\"rating\": \"\", \"condition_ratio\": 1.0}, {\"rating\": \"TV-Y\", \"condition_ratio\": 0.7443181818181818}, {\"rating\": \"TV-Y7\", \"condition_ratio\": 0.7128205128205128}, {\"rating\": \"66 min\", \"condition_ratio\": null}, {\"rating\": \"74 min\", \"condition_ratio\": null}, {\"rating\": \"84 min\", \"condition_ratio\": null}, {\"rating\": \"G\", \"condition_ratio\": null}, {\"rating\": \"NC-17\", \"condition_ratio\": null}, {\"rating\": \"PG\", \"condition_ratio\": null}, {\"rating\": \"PG-13\", \"condition_ratio\": null}, {\"rating\": \"UR\", \"condition_ratio\": null}], \"row_count_returned\": 18, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 13.47}"}

Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_5034cd9531307c16/run_manifest.json

@@ -0,0 +1,92 @@
+{
+  "run_id": "v2_cli_20260502_081223_b",
+  "dataset_id": "c17",
+  "started_at": "2026-05-19T15:39:11.085427+00:00",
+  "ended_at": "2026-05-19T15:39:28.873583+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c17_5034cd9531307c16",
+    "problem_id": "v2p_c17_a36b75a9c42cb5a6",
+    "dataset_id": "c17",
+    "template_id": "tpl_m4_group_ratio_two_conditions",
+    "template_name": "Grouped Ratio of Two Conditions",
+    "family_id": "conditional_dependency_structure",
+    "canonical_subitem_id": "direction_consistency",
+    "intended_facet_id": "conditional_rate_shift",
+    "variant_semantic_role": "contrastive_conditional_view",
+    "subitem_assignment_source": "planner_selected",
+    "source_kind": "agent",
+    "realization_mode": "agent",
+    "gate_priority": "primary",
+    "extended_family": false,
+    "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=rating, condition_col=type.",
+    "bindings": {
+      "group_col": "rating",
+      "condition_col": "type",
+      "condition_value": "Movie",
+      "positive_value": "Movie",
+      "negative_value": "TV Show",
+      "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": 2019.0,
+      "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": "WITH grouped AS (\n    SELECT {group_col},\n           SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n           SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n    FROM {table}\n    GROUP BY {group_col}\n)\nSELECT {group_col},\n       CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;",
+    "notes": [
+      "default_facets=conditional_rate_shift",
+      "template_selection_mode=rule",
+      "problem_index_within_template=7",
+      "sql_variant_index=1/1",
+      "binding_index=42"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 4,
+    "problem_index_within_template": 7,
+    "sql_variant_index": 1,
+    "sql_variant_total": 1
+  },
+  "mode": "subitem_workload_v2",
+  "sql_source_version": "v2",
+  "sql_source_label": "v2_current",
+  "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/sql/v2q_c17_5034cd9531307c16.sql",
+  "usage_summary": {
+    "dataset_id": "c17",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c17_5034cd9531307c16",
+    "api_calls": 0,
+    "input_tokens": 14853,
+    "cached_input_tokens": 13696,
+    "output_tokens": 616,
+    "total_tokens": 15469,
+    "cost_usd": 0.0,
+    "ai_cli_calls": 1,
+    "estimated_input_tokens": 0,
+    "estimated_output_tokens": 0,
+    "estimated_total_tokens": 0,
+    "usage_source": "ai_cli_json_usage",
+    "cli_elapsed_ms_total": 17767.66,
+    "sql_execution_elapsed_ms_total": 13.47,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_5034cd9531307c16/cli/conversation.jsonl",
+    "note": "Executed through a local AI CLI with structured usage metadata."
+  }
+}

Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_5034cd9531307c16/trace.jsonl

@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T15:39:28.856983+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": 17767.66, "started_at": "2026-05-19T15:39:11.087684+00:00", "ended_at": "2026-05-19T15:39:28.855379+00:00", "prompt_metrics": {"chars": 9978, "bytes_utf8": 9980, "lines": 243, "estimated_tokens": null}, "response_metrics": {"chars": 665, "bytes_utf8": 665, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14853, "cached_input_tokens": 13696, "output_tokens": 616, "reasoning_output_tokens": 428}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH \\\"grouped\\\" AS (\\n    SELECT\\n        \\\"rating\\\",\\n        SUM(CASE WHEN \\\"type\\\" = 'Movie' THEN 1 ELSE 0 END) AS \\\"numerator_count\\\",\\n        SUM(CASE WHEN \\\"type\\\" = 'TV Show' THEN 1 ELSE 0 END) AS \\\"denominator_count\\\"\\n    FROM \\\"c17\\\"\\n    GROUP BY \\\"rating\\\"\\n)\\nSELECT\\n    \\\"rating\\\",\\n    CAST(\\\"numerator_count\\\" AS FLOAT) / NULLIF(\\\"denominator_count\\\", 0) AS \\\"condition_ratio\\\"\\nFROM \\\"grouped\\\"\\nORDER BY \\\"condition_ratio\\\" DESC;\",\"notes\":\"Uses the required grouped ratio template with group_col=\\\"rating\\\" and condition_col=\\\"type\\\", computing the Movie-to-TV Show ratio per rating.\"}"}

Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_5034cd9531307c16/usage_summary.json

@@ -0,0 +1,20 @@
+{
+  "dataset_id": "c17",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_c17_5034cd9531307c16",
+  "api_calls": 0,
+  "input_tokens": 14853,
+  "cached_input_tokens": 13696,
+  "output_tokens": 616,
+  "total_tokens": 15469,
+  "cost_usd": 0.0,
+  "ai_cli_calls": 1,
+  "estimated_input_tokens": 0,
+  "estimated_output_tokens": 0,
+  "estimated_total_tokens": 0,
+  "usage_source": "ai_cli_json_usage",
+  "cli_elapsed_ms_total": 17767.66,
+  "sql_execution_elapsed_ms_total": 13.47,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_5034cd9531307c16/cli/conversation.jsonl",
+  "note": "Executed through a local AI CLI with structured usage metadata."
+}

Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_504033117c6954af/run_manifest.json

@@ -0,0 +1,67 @@
+{
+  "run_id": "v2_cli_20260502_081223_b",
+  "dataset_id": "c17",
+  "started_at": "2026-05-19T15:59:05.617269+00:00",
+  "ended_at": "2026-05-19T15:59:13.068041+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c17_504033117c6954af",
+    "problem_id": "v2p_c17_7ffd826c84f21549",
+    "dataset_id": "c17",
+    "template_id": "tpl_tail_low_support_group_count_v2",
+    "template_name": "Low-Support Group Count",
+    "family_id": "tail_rarity_structure",
+    "canonical_subitem_id": "tail_mass_similarity",
+    "intended_facet_id": "tail_ranked_signal",
+    "variant_semantic_role": "count_distribution",
+    "subitem_assignment_source": "planner_selected",
+    "source_kind": "agent",
+    "realization_mode": "agent",
+    "gate_priority": "primary",
+    "extended_family": false,
+    "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=duration.",
+    "bindings": {
+      "group_col": "duration",
+      "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": 2019.0,
+      "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"
+    ],
+    "coverage_target_min": "5",
+    "runtime_sql_skeleton": "SELECT\n    {group_col},\n    COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};",
+    "notes": [
+      "default_facets=tail_ranked_signal",
+      "template_selection_mode=rule",
+      "problem_index_within_template=4",
+      "sql_variant_index=1/2",
+      "binding_index=123"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 11,
+    "problem_index_within_template": 4,
+    "sql_variant_index": 1,
+    "sql_variant_total": 2
+  },
+  "mode": "subitem_workload_v2",
+  "sql_source_version": "v2",
+  "sql_source_label": "v2_current",
+  "error": "AI CLI command failed with exit code 1: "
+}

Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_504033117c6954af/trace.jsonl

@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T15:59:09.029148+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": 3407.61, "started_at": "2026-05-19T15:59:05.620761+00:00", "ended_at": "2026-05-19T15:59:09.028396+00:00", "prompt_metrics": {"chars": 9159, "bytes_utf8": 9161, "lines": 238, "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\":\"019e40f6-54ae-7740-ac76-6dc857e7b90a\"}\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": "2026-05-19T15:59:13.067941+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3036.51, "started_at": "2026-05-19T15:59:10.030593+00:00", "ended_at": "2026-05-19T15:59:13.067146+00:00", "prompt_metrics": {"chars": 9159, "bytes_utf8": 9161, "lines": 238, "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\":\"019e40f6-65de-71d0-964c-d52a06654a08\"}\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: "}

Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_6411fce0476ff52a/final_answer.txt

@@ -0,0 +1,2 @@
+SQL executed successfully for: Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=release_year, condition_col=type.
+Result preview: [{"release_year": "1991", "condition_ratio": 16.0}, {"release_year": "1989", "condition_ratio": 15.0}, {"release_year": "1981", "condition_ratio": 12.0}, {"release_year": "1995", "condition_ratio": 11.5}, {"release_year": "1979", "condition_ratio": 10.0}] Results were truncated.

Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_6411fce0476ff52a/generated_sql.sql

@@ -0,0 +1,24 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: c17
+-- 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_c17_6411fce0476ff52a
+-- problem_id: v2p_c17_24b30140242ed4ce
+-- realization_mode: agent
+-- source_kind: agent
+WITH grouped AS (
+    SELECT "release_year",
+           SUM(CASE WHEN "type" = 'Movie' THEN 1 ELSE 0 END) AS numerator_count,
+           SUM(CASE WHEN "type" = 'TV Show' THEN 1 ELSE 0 END) AS denominator_count
+    FROM "c17"
+    GROUP BY "release_year"
+)
+SELECT "release_year",
+       CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio
+FROM grouped
+ORDER BY condition_ratio DESC;

Query/sql/v2/runs/v2_cli_20260502_081223_b/c17/artifacts/v2q_c17_6411fce0476ff52a/query_results.jsonl

@@ -0,0 +1 @@
+{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_ratio_two_conditions\nWITH grouped AS (\n    SELECT \"release_year\",\n           SUM(CASE WHEN \"type\" = 'Movie' THEN 1 ELSE 0 END) AS numerator_count,\n           SUM(CASE WHEN \"type\" = 'TV Show' THEN 1 ELSE 0 END) AS denominator_count\n    FROM \"c17\"\n    GROUP BY \"release_year\"\n)\nSELECT \"release_year\",\n       CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH grouped AS (\\n    SELECT \\\"release_year\\\",\\n           SUM(CASE WHEN \\\"type\\\" = 'Movie' THEN 1 ELSE 0 END) AS numerator_count,\\n           SUM(CASE WHEN \\\"type\\\" = 'TV Show' THEN 1 ELSE 0 END) AS denominator_count\\n    FROM \\\"c17\\\"\\n    GROUP BY \\\"release_year\\\"\\n)\\nSELECT \\\"release_year\\\",\\n       CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\", \"columns\": [\"release_year\", \"condition_ratio\"], \"rows\": [{\"release_year\": \"1991\", \"condition_ratio\": 16.0}, {\"release_year\": \"1989\", \"condition_ratio\": 15.0}, {\"release_year\": \"1981\", \"condition_ratio\": 12.0}, {\"release_year\": \"1995\", \"condition_ratio\": 11.5}, {\"release_year\": \"1979\", \"condition_ratio\": 10.0}, {\"release_year\": \"1994\", \"condition_ratio\": 10.0}, {\"release_year\": \"1985\", \"condition_ratio\": 9.0}, {\"release_year\": \"1997\", \"condition_ratio\": 8.5}, {\"release_year\": \"2000\", \"condition_ratio\": 8.25}, {\"release_year\": \"1988\", \"condition_ratio\": 8.0}, {\"release_year\": \"1998\", \"condition_ratio\": 8.0}, {\"release_year\": \"2001\", \"condition_ratio\": 8.0}, {\"release_year\": \"1996\", \"condition_ratio\": 7.0}, {\"release_year\": \"1992\", \"condition_ratio\": 6.666666666666667}, {\"release_year\": \"1990\", \"condition_ratio\": 6.333333333333333}, {\"release_year\": \"2002\", \"condition_ratio\": 6.285714285714286}, {\"release_year\": \"2004\", \"condition_ratio\": 6.111111111111111}, {\"release_year\": \"1974\", \"condition_ratio\": 6.0}, {\"release_year\": \"1977\", \"condition_ratio\": 6.0}, {\"release_year\": \"1993\", \"condition_ratio\": 6.0}, {\"release_year\": \"2006\", \"condition_ratio\": 5.857142857142857}, {\"release_year\": \"1986\", \"condition_ratio\": 5.5}, {\"release_year\": \"2007\", \"condition_ratio\": 5.285714285714286}, {\"release_year\": \"2005\", \"condition_ratio\": 5.153846153846154}, {\"release_year\": \"2003\", \"condition_ratio\": 5.1}, {\"release_year\": \"2008\", \"condition_ratio\": 4.913043478260869}, {\"release_year\": \"1999\", \"condition_ratio\": 4.571428571428571}, {\"release_year\": \"1967\", \"condition_ratio\": 4.0}, {\"release_year\": \"1972\", \"condition_ratio\": 4.0}, {\"release_year\": \"2010\", \"condition_ratio\": 3.85}, {\"release_year\": \"2011\", \"condition_ratio\": 3.625}, {\"release_year\": \"2013\", \"condition_ratio\": 3.5714285714285716}, {\"release_year\": \"2009\", \"condition_ratio\": 3.4705882352941178}, {\"release_year\": \"1945\", \"condition_ratio\": 3.0}, {\"release_year\": \"2014\", \"condition_ratio\": 3.0}, {\"release_year\": \"2017\", \"condition_ratio\": 2.8943396226415095}, {\"release_year\": \"2012\", \"condition_ratio\": 2.703125}, {\"release_year\": \"2016\", \"condition_ratio\": 2.69672131147541}, {\"release_year\": \"2015\", \"condition_ratio\": 2.45679012345679}, {\"release_year\": \"2018\", \"condition_ratio\": 2.018421052631579}, {\"release_year\": \"2019\", \"condition_ratio\": 1.5944584382871536}, {\"release_year\": \"2020\", \"condition_ratio\": 1.1857798165137614}, {\"release_year\": \"1946\", \"condition_ratio\": 1.0}, {\"release_year\": \"1963\", \"condition_ratio\": 1.0}, {\"release_year\": \"2021\", \"condition_ratio\": 0.8793650793650793}, {\"release_year\": \"1925\", \"condition_ratio\": 0.0}, {\"release_year\": \"1942\", \"condition_ratio\": null}, {\"release_year\": \"1943\", \"condition_ratio\": null}, {\"release_year\": \"1944\", \"condition_ratio\": null}, {\"release_year\": \"1947\", \"condition_ratio\": null}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 6.9}"}