Add files using upload-large-folder tool

Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_0067b8f960b0972c/run_manifest.json

@@ -0,0 +1,69 @@
+{
+  "run_id": "v2_cli_20260502_081223_a",
+  "dataset_id": "c10",
+  "started_at": "2026-05-19T16:11:49.796306+00:00",
+  "ended_at": "2026-05-19T16:11:59.743513+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c10_0067b8f960b0972c",
+    "problem_id": "v2p_c10_5798877270ed6f98",
+    "dataset_id": "c10",
+    "template_id": "tpl_m4_window_partition_avg",
+    "template_name": "Window Partition Average",
+    "family_id": "conditional_dependency_structure",
+    "canonical_subitem_id": "slice_level_consistency",
+    "intended_facet_id": "conditional_interaction_hotspots",
+    "variant_semantic_role": "filtered_stable_view",
+    "subitem_assignment_source": "planner_selected",
+    "source_kind": "agent",
+    "realization_mode": "agent",
+    "gate_priority": "primary",
+    "extended_family": false,
+    "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=s4, measure_col=s5.",
+    "bindings": {
+      "group_col": "s4",
+      "measure_col": "s5",
+      "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": 3.25,
+      "time_grain": "month",
+      "lookback_rows": 3,
+      "current_period_start": "'2024-01-01'",
+      "current_period_end": "'2024-04-01'",
+      "previous_period_start": "'2023-10-01'",
+      "previous_period_end": "'2024-01-01'",
+      "drift_ratio_threshold": 0.8
+    },
+    "binding_roles": [
+      "group_col",
+      "measure_col"
+    ],
+    "coverage_target_min": "5",
+    "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n       AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;",
+    "notes": [
+      "default_facets=conditional_interaction_hotspots",
+      "template_selection_mode=rule",
+      "problem_index_within_template=7",
+      "sql_variant_index=1/2",
+      "binding_index=138"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 12,
+    "problem_index_within_template": 7,
+    "sql_variant_index": 1,
+    "sql_variant_total": 2
+  },
+  "mode": "subitem_workload_v2",
+  "sql_source_version": "v2",
+  "sql_source_label": "v2_current",
+  "error": "AI CLI command failed with exit code 1: "
+}

Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_0067b8f960b0972c/trace.jsonl

@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:11:53.004217+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": 3192.2, "started_at": "2026-05-19T16:11:49.811016+00:00", "ended_at": "2026-05-19T16:11:53.003238+00:00", "prompt_metrics": {"chars": 6457, "bytes_utf8": 6457, "lines": 228, "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\":\"019e4101-fdcf-71e1-bf62-079cfdc10afe\"}\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": "2026-05-19T16:11:59.743429+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": 5737.15, "started_at": "2026-05-19T16:11:54.005568+00:00", "ended_at": "2026-05-19T16:11:59.742743+00:00", "prompt_metrics": {"chars": 6457, "bytes_utf8": 6457, "lines": 228, "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\":\"019e4102-0e28-7ee2-a02e-02bed5441ebd\"}\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_a/c10/artifacts/v2q_c10_0319093e40f8634e/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=s3.
+Result preview: [{"s3": "3", "row_count": 256901}, {"s3": "4", "row_count": 256531}, {"s3": "1", "row_count": 256331}, {"s3": "2", "row_count": 255247}]

Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_0319093e40f8634e/generated_sql.sql

@@ -0,0 +1,17 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- 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_c10_0319093e40f8634e
+-- problem_id: v2p_c10_efde5a2ac029b40e
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "s3", COUNT(*) AS "row_count"
+FROM "c10"
+GROUP BY "s3"
+ORDER BY "row_count" DESC;

Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_0319093e40f8634e/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 \"s3\", COUNT(*) AS \"row_count\"\nFROM \"c10\"\nGROUP BY \"s3\"\nORDER BY \"row_count\" DESC;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"s3\\\", COUNT(*) AS \\\"row_count\\\"\\nFROM \\\"c10\\\"\\nGROUP BY \\\"s3\\\"\\nORDER BY \\\"row_count\\\" DESC;\", \"columns\": [\"s3\", \"row_count\"], \"rows\": [{\"s3\": \"3\", \"row_count\": 256901}, {\"s3\": \"4\", \"row_count\": 256531}, {\"s3\": \"1\", \"row_count\": 256331}, {\"s3\": \"2\", \"row_count\": 255247}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 456.69}"}

Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_0319093e40f8634e/run_manifest.json

@@ -0,0 +1,87 @@
+{
+  "run_id": "v2_cli_20260502_081223_a",
+  "dataset_id": "c10",
+  "started_at": "2026-05-19T15:32:37.275566+00:00",
+  "ended_at": "2026-05-19T15:32:46.071969+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c10_0319093e40f8634e",
+    "problem_id": "v2p_c10_efde5a2ac029b40e",
+    "dataset_id": "c10",
+    "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=s3.",
+    "bindings": {
+      "group_col": "s3",
+      "top_k": 10,
+      "top_n": 6,
+      "num_tiles": 10,
+      "percentile_value": 0.9,
+      "z_threshold": 2.0,
+      "fraction_threshold": 0.1,
+      "baseline_multiplier": 1.5,
+      "baseline_fraction": 0.1,
+      "min_group_size": 5,
+      "min_support": 5,
+      "measure_threshold": 10.0,
+      "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=4",
+      "sql_variant_index=1/1",
+      "binding_index=15"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 2,
+    "problem_index_within_template": 4,
+    "sql_variant_index": 1,
+    "sql_variant_total": 1
+  },
+  "mode": "subitem_workload_v2",
+  "sql_source_version": "v2",
+  "sql_source_label": "v2_current",
+  "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_0319093e40f8634e.sql",
+  "usage_summary": {
+    "dataset_id": "c10",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c10_0319093e40f8634e",
+    "api_calls": 0,
+    "input_tokens": 14121,
+    "cached_input_tokens": 12032,
+    "output_tokens": 299,
+    "total_tokens": 14420,
+    "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": 8319.34,
+    "sql_execution_elapsed_ms_total": 456.69,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_0319093e40f8634e/cli/conversation.jsonl",
+    "note": "Executed through a local AI CLI with structured usage metadata."
+  }
+}

Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_0319093e40f8634e/trace.jsonl

@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T15:32:45.612828+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": 8319.34, "started_at": "2026-05-19T15:32:37.292551+00:00", "ended_at": "2026-05-19T15:32:45.611917+00:00", "prompt_metrics": {"chars": 6292, "bytes_utf8": 6292, "lines": 226, "estimated_tokens": null}, "response_metrics": {"chars": 303, "bytes_utf8": 303, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14121, "cached_input_tokens": 12032, "output_tokens": 299, "reasoning_output_tokens": 212}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"s3\\\", COUNT(*) AS \\\"row_count\\\"\\nFROM \\\"c10\\\"\\nGROUP BY \\\"s3\\\"\\nORDER BY \\\"row_count\\\" DESC;\",\"notes\":\"Uses the Grouped Count by Category template with group_col bound to \\\"s3\\\" to inspect the count distribution of rows across s3 subgroups.\"}"}

Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_0319093e40f8634e/usage_summary.json

@@ -0,0 +1,20 @@
+{
+  "dataset_id": "c10",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_c10_0319093e40f8634e",
+  "api_calls": 0,
+  "input_tokens": 14121,
+  "cached_input_tokens": 12032,
+  "output_tokens": 299,
+  "total_tokens": 14420,
+  "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": 8319.34,
+  "sql_execution_elapsed_ms_total": 456.69,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_0319093e40f8634e/cli/conversation.jsonl",
+  "note": "Executed through a local AI CLI with structured usage metadata."
+}

Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_05ba2cf205f2eb99/final_answer.txt

@@ -0,0 +1 @@
+No rows were returned for: Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=c5, measure_col=c3.

Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_05ba2cf205f2eb99/generated_sql.sql

@@ -0,0 +1,26 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- 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_c10_05ba2cf205f2eb99
+-- problem_id: v2p_c10_5571431e127b4895
+-- realization_mode: agent
+-- source_kind: agent
+WITH grouped AS (
+    SELECT "c5", SUM(CAST("c3" AS REAL)) AS group_value
+    FROM "c10"
+    GROUP BY "c5"
+), total AS (
+    SELECT SUM(group_value) AS total_value
+    FROM grouped
+)
+SELECT g."c5", g.group_value
+FROM grouped AS g
+CROSS JOIN total AS t
+WHERE g.group_value > t.total_value * 0.1
+ORDER BY g.group_value DESC;

Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_05ba2cf205f2eb99/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 \"c5\", SUM(CAST(\"c3\" AS REAL)) AS group_value\n    FROM \"c10\"\n    GROUP BY \"c5\"\n), total AS (\n    SELECT SUM(group_value) AS total_value\n    FROM grouped\n)\nSELECT g.\"c5\", g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * 0.1\nORDER BY g.group_value DESC;", "result": "{\"query\": \"-- template_id: tpl_tpch_relative_total_threshold\\nWITH grouped AS (\\n    SELECT \\\"c5\\\", SUM(CAST(\\\"c3\\\" AS REAL)) AS group_value\\n    FROM \\\"c10\\\"\\n    GROUP BY \\\"c5\\\"\\n), total AS (\\n    SELECT SUM(group_value) AS total_value\\n    FROM grouped\\n)\\nSELECT g.\\\"c5\\\", g.group_value\\nFROM grouped AS g\\nCROSS JOIN total AS t\\nWHERE g.group_value > t.total_value * 0.1\\nORDER BY g.group_value DESC;\", \"columns\": [\"c5\", \"group_value\"], \"rows\": [], \"row_count_returned\": 0, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 548.41}"}

Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_05ba2cf205f2eb99/run_manifest.json

@@ -0,0 +1,89 @@
+{
+  "run_id": "v2_cli_20260502_081223_a",
+  "dataset_id": "c10",
+  "started_at": "2026-05-19T15:49:24.096814+00:00",
+  "ended_at": "2026-05-19T15:49:39.076311+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c10_05ba2cf205f2eb99",
+    "problem_id": "v2p_c10_5571431e127b4895",
+    "dataset_id": "c10",
+    "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=c5, measure_col=c3.",
+    "bindings": {
+      "group_col": "c5",
+      "measure_col": "c3",
+      "top_k": 10,
+      "top_n": 6,
+      "num_tiles": 10,
+      "percentile_value": 0.9,
+      "z_threshold": 2.0,
+      "fraction_threshold": 0.1,
+      "baseline_multiplier": 1.5,
+      "baseline_fraction": 0.1,
+      "min_group_size": 5,
+      "min_support": 5,
+      "measure_threshold": 10.0,
+      "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=4",
+      "sql_variant_index=1/2",
+      "binding_index=75"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 7,
+    "problem_index_within_template": 4,
+    "sql_variant_index": 1,
+    "sql_variant_total": 2
+  },
+  "mode": "subitem_workload_v2",
+  "sql_source_version": "v2",
+  "sql_source_label": "v2_current",
+  "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_05ba2cf205f2eb99.sql",
+  "usage_summary": {
+    "dataset_id": "c10",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c10_05ba2cf205f2eb99",
+    "api_calls": 0,
+    "input_tokens": 14285,
+    "cached_input_tokens": 13696,
+    "output_tokens": 450,
+    "total_tokens": 14735,
+    "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": 14414.76,
+    "sql_execution_elapsed_ms_total": 548.41,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_05ba2cf205f2eb99/cli/conversation.jsonl",
+    "note": "Executed through a local AI CLI with structured usage metadata."
+  }
+}

Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_05ba2cf205f2eb99/trace.jsonl

@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T15:49:38.525729+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": 14414.76, "started_at": "2026-05-19T15:49:24.109747+00:00", "ended_at": "2026-05-19T15:49:38.524532+00:00", "prompt_metrics": {"chars": 6926, "bytes_utf8": 6926, "lines": 228, "estimated_tokens": null}, "response_metrics": {"chars": 595, "bytes_utf8": 595, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14285, "cached_input_tokens": 13696, "output_tokens": 450, "reasoning_output_tokens": 284}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tpch_relative_total_threshold\\nWITH grouped AS (\\n    SELECT \\\"c5\\\", SUM(CAST(\\\"c3\\\" AS REAL)) AS group_value\\n    FROM \\\"c10\\\"\\n    GROUP BY \\\"c5\\\"\\n), total AS (\\n    SELECT SUM(group_value) AS total_value\\n    FROM grouped\\n)\\nSELECT g.\\\"c5\\\", g.group_value\\nFROM grouped AS g\\nCROSS JOIN total AS t\\nWHERE g.group_value > t.total_value * 0.1\\nORDER BY g.group_value DESC;\",\"notes\":\"Uses the required Relative-to-Total Extreme Threshold template with group_col=\\\"c5\\\" and measure_col=\\\"c3\\\". CAST is applied because the SQLite schema stores these fields as TEXT.\"}"}

Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_05ba2cf205f2eb99/usage_summary.json

@@ -0,0 +1,20 @@
+{
+  "dataset_id": "c10",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_c10_05ba2cf205f2eb99",
+  "api_calls": 0,
+  "input_tokens": 14285,
+  "cached_input_tokens": 13696,
+  "output_tokens": 450,
+  "total_tokens": 14735,
+  "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": 14414.76,
+  "sql_execution_elapsed_ms_total": 548.41,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_05ba2cf205f2eb99/cli/conversation.jsonl",
+  "note": "Executed through a local AI CLI with structured usage metadata."
+}

Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_0691ccbf5c6b7649/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=s4, measure_col=s4.
+Result preview: [{"s4": "4", "total_measure": 1023264}, {"s4": "3", "total_measure": 770742}, {"s4": "2", "total_measure": 513060}, {"s4": "1", "total_measure": 255750}]

Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_0691ccbf5c6b7649/generated_sql.sql

@@ -0,0 +1,17 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- family_id: subgroup_structure
+-- canonical_subitem_id: internal_profile_stability
+-- intended_facet_id: subgroup_rank_order
+-- variant_semantic_role: collapsed_target_view
+-- template_id: tpl_h2o_group_sum
+-- query_record_id: v2q_c10_0691ccbf5c6b7649
+-- problem_id: v2p_c10_92807ef4f6d4432a
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "s4", SUM(CAST("s4" AS NUMERIC)) AS "total_measure"
+FROM "c10"
+GROUP BY "s4"
+ORDER BY "total_measure" DESC;

Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_0691ccbf5c6b7649/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 \"s4\", SUM(CAST(\"s4\" AS NUMERIC)) AS \"total_measure\"\nFROM \"c10\"\nGROUP BY \"s4\"\nORDER BY \"total_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"s4\\\", SUM(CAST(\\\"s4\\\" AS NUMERIC)) AS \\\"total_measure\\\"\\nFROM \\\"c10\\\"\\nGROUP BY \\\"s4\\\"\\nORDER BY \\\"total_measure\\\" DESC;\", \"columns\": [\"s4\", \"total_measure\"], \"rows\": [{\"s4\": \"4\", \"total_measure\": 1023264}, {\"s4\": \"3\", \"total_measure\": 770742}, {\"s4\": \"2\", \"total_measure\": 513060}, {\"s4\": \"1\", \"total_measure\": 255750}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 447.2}"}

Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_0691ccbf5c6b7649/run_manifest.json

@@ -0,0 +1,89 @@
+{
+  "run_id": "v2_cli_20260502_081223_a",
+  "dataset_id": "c10",
+  "started_at": "2026-05-19T15:31:01.414771+00:00",
+  "ended_at": "2026-05-19T15:31:18.204152+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c10_0691ccbf5c6b7649",
+    "problem_id": "v2p_c10_92807ef4f6d4432a",
+    "dataset_id": "c10",
+    "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_rank_order",
+    "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=s4, measure_col=s4.",
+    "bindings": {
+      "group_col": "s4",
+      "measure_col": "s4",
+      "top_k": 16,
+      "top_n": 6,
+      "num_tiles": 10,
+      "percentile_value": 0.9,
+      "z_threshold": 2.0,
+      "fraction_threshold": 0.05,
+      "baseline_multiplier": 1.75,
+      "baseline_fraction": 0.1,
+      "min_group_size": 5,
+      "min_support": 4,
+      "measure_threshold": 2.98,
+      "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=7",
+      "sql_variant_index=2/2",
+      "binding_index=6"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 1,
+    "problem_index_within_template": 7,
+    "sql_variant_index": 2,
+    "sql_variant_total": 2
+  },
+  "mode": "subitem_workload_v2",
+  "sql_source_version": "v2",
+  "sql_source_label": "v2_current",
+  "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_0691ccbf5c6b7649.sql",
+  "usage_summary": {
+    "dataset_id": "c10",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c10_0691ccbf5c6b7649",
+    "api_calls": 0,
+    "input_tokens": 14147,
+    "cached_input_tokens": 12032,
+    "output_tokens": 621,
+    "total_tokens": 14768,
+    "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": 16326.57,
+    "sql_execution_elapsed_ms_total": 447.2,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_0691ccbf5c6b7649/cli/conversation.jsonl",
+    "note": "Executed through a local AI CLI with structured usage metadata."
+  }
+}

Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_0691ccbf5c6b7649/trace.jsonl

@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T15:31:17.754878+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": 16326.57, "started_at": "2026-05-19T15:31:01.427445+00:00", "ended_at": "2026-05-19T15:31:17.754042+00:00", "prompt_metrics": {"chars": 6372, "bytes_utf8": 6372, "lines": 228, "estimated_tokens": null}, "response_metrics": {"chars": 336, "bytes_utf8": 336, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14147, "cached_input_tokens": 12032, "output_tokens": 621, "reasoning_output_tokens": 516}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"s4\\\", SUM(CAST(\\\"s4\\\" AS NUMERIC)) AS \\\"total_measure\\\"\\nFROM \\\"c10\\\"\\nGROUP BY \\\"s4\\\"\\nORDER BY \\\"total_measure\\\" DESC;\",\"notes\":\"Applied the Grouped Numeric Sum template with group_col=\\\"s4\\\" and measure_col=\\\"s4\\\". CAST is used because the schema stores \\\"s4\\\" as TEXT in SQLite.\"}"}

Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_0691ccbf5c6b7649/usage_summary.json

@@ -0,0 +1,20 @@
+{
+  "dataset_id": "c10",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_c10_0691ccbf5c6b7649",
+  "api_calls": 0,
+  "input_tokens": 14147,
+  "cached_input_tokens": 12032,
+  "output_tokens": 621,
+  "total_tokens": 14768,
+  "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": 16326.57,
+  "sql_execution_elapsed_ms_total": 447.2,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_0691ccbf5c6b7649/cli/conversation.jsonl",
+  "note": "Executed through a local AI CLI with structured usage metadata."
+}

Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_08a4f48c038856ff/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=c2, condition_col=class.
+Result preview: [{"c2": "12", "condition_ratio": 1.1998077616244143}, {"c2": "2", "condition_ratio": 1.1932580887885629}, {"c2": "5", "condition_ratio": 1.1925188848102417}, {"c2": "10", "condition_ratio": 1.1911729141475211}, {"c2": "7", "condition_ratio": 1.1896821104500932}]

Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_08a4f48c038856ff/generated_sql.sql

@@ -0,0 +1,24 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- 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_c10_08a4f48c038856ff
+-- problem_id: v2p_c10_902527a455d38020
+-- realization_mode: agent
+-- source_kind: agent
+WITH grouped AS (
+    SELECT "c2",
+           SUM(CASE WHEN "class" = '0' THEN 1 ELSE 0 END) AS numerator_count,
+           SUM(CASE WHEN "class" = '1' THEN 1 ELSE 0 END) AS denominator_count
+    FROM "c10"
+    GROUP BY "c2"
+)
+SELECT "c2",
+       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_a/c10/artifacts/v2q_c10_08a4f48c038856ff/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 \"c2\",\n           SUM(CASE WHEN \"class\" = '0' THEN 1 ELSE 0 END) AS numerator_count,\n           SUM(CASE WHEN \"class\" = '1' THEN 1 ELSE 0 END) AS denominator_count\n    FROM \"c10\"\n    GROUP BY \"c2\"\n)\nSELECT \"c2\",\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 \\\"c2\\\",\\n           SUM(CASE WHEN \\\"class\\\" = '0' THEN 1 ELSE 0 END) AS numerator_count,\\n           SUM(CASE WHEN \\\"class\\\" = '1' THEN 1 ELSE 0 END) AS denominator_count\\n    FROM \\\"c10\\\"\\n    GROUP BY \\\"c2\\\"\\n)\\nSELECT \\\"c2\\\",\\n       CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\", \"columns\": [\"c2\", \"condition_ratio\"], \"rows\": [{\"c2\": \"12\", \"condition_ratio\": 1.1998077616244143}, {\"c2\": \"2\", \"condition_ratio\": 1.1932580887885629}, {\"c2\": \"5\", \"condition_ratio\": 1.1925188848102417}, {\"c2\": \"10\", \"condition_ratio\": 1.1911729141475211}, {\"c2\": \"7\", \"condition_ratio\": 1.1896821104500932}, {\"c2\": \"6\", \"condition_ratio\": 1.1880123720008409}, {\"c2\": \"4\", \"condition_ratio\": 1.1873398643556896}, {\"c2\": \"13\", \"condition_ratio\": 1.1858335818669847}, {\"c2\": \"1\", \"condition_ratio\": 1.1841426858513189}, {\"c2\": \"3\", \"condition_ratio\": 1.1831908150451473}, {\"c2\": \"9\", \"condition_ratio\": 1.177928539122569}, {\"c2\": \"11\", \"condition_ratio\": 1.1742945221721603}, {\"c2\": \"8\", \"condition_ratio\": 1.1726492159084134}], \"row_count_returned\": 13, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 605.04}"}

Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_08a4f48c038856ff/run_manifest.json

@@ -0,0 +1,92 @@
+{
+  "run_id": "v2_cli_20260502_081223_a",
+  "dataset_id": "c10",
+  "started_at": "2026-05-19T15:41:38.791598+00:00",
+  "ended_at": "2026-05-19T15:41:55.153266+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c10_08a4f48c038856ff",
+    "problem_id": "v2p_c10_902527a455d38020",
+    "dataset_id": "c10",
+    "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=c2, condition_col=class.",
+    "bindings": {
+      "group_col": "c2",
+      "condition_col": "class",
+      "condition_value": "0",
+      "positive_value": "0",
+      "negative_value": "1",
+      "top_k": 11,
+      "top_n": 3,
+      "num_tiles": 10,
+      "percentile_value": 0.95,
+      "z_threshold": 2.0,
+      "fraction_threshold": 0.1,
+      "baseline_multiplier": 1.5,
+      "baseline_fraction": 0.1,
+      "min_group_size": 5,
+      "min_support": 5,
+      "measure_threshold": 3.25,
+      "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=1",
+      "sql_variant_index=1/1",
+      "binding_index=36"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 4,
+    "problem_index_within_template": 1,
+    "sql_variant_index": 1,
+    "sql_variant_total": 1
+  },
+  "mode": "subitem_workload_v2",
+  "sql_source_version": "v2",
+  "sql_source_label": "v2_current",
+  "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_08a4f48c038856ff.sql",
+  "usage_summary": {
+    "dataset_id": "c10",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c10_08a4f48c038856ff",
+    "api_calls": 0,
+    "input_tokens": 14355,
+    "cached_input_tokens": 12032,
+    "output_tokens": 701,
+    "total_tokens": 15056,
+    "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": 15739.89,
+    "sql_execution_elapsed_ms_total": 605.04,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_08a4f48c038856ff/cli/conversation.jsonl",
+    "note": "Executed through a local AI CLI with structured usage metadata."
+  }
+}

Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_08a4f48c038856ff/trace.jsonl

@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T15:41:54.546235+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": 15739.89, "started_at": "2026-05-19T15:41:38.804759+00:00", "ended_at": "2026-05-19T15:41:54.544678+00:00", "prompt_metrics": {"chars": 7183, "bytes_utf8": 7183, "lines": 231, "estimated_tokens": null}, "response_metrics": {"chars": 646, "bytes_utf8": 646, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14355, "cached_input_tokens": 12032, "output_tokens": 701, "reasoning_output_tokens": 516}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH grouped AS (\\n    SELECT \\\"c2\\\",\\n           SUM(CASE WHEN \\\"class\\\" = '0' THEN 1 ELSE 0 END) AS numerator_count,\\n           SUM(CASE WHEN \\\"class\\\" = '1' THEN 1 ELSE 0 END) AS denominator_count\\n    FROM \\\"c10\\\"\\n    GROUP BY \\\"c2\\\"\\n)\\nSELECT \\\"c2\\\",\\n       CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\",\"notes\":\"Uses the grouped ratio template with group_col=\\\"c2\\\" and condition_col=\\\"class\\\", computing the ratio of class '0' to class '1' for each c2 value. NULLIF prevents division-by-zero.\"}"}

Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_08a4f48c038856ff/usage_summary.json

@@ -0,0 +1,20 @@
+{
+  "dataset_id": "c10",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_c10_08a4f48c038856ff",
+  "api_calls": 0,
+  "input_tokens": 14355,
+  "cached_input_tokens": 12032,
+  "output_tokens": 701,
+  "total_tokens": 15056,
+  "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": 15739.89,
+  "sql_execution_elapsed_ms_total": 605.04,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_08a4f48c038856ff/cli/conversation.jsonl",
+  "note": "Executed through a local AI CLI with structured usage metadata."
+}

Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_0a27c78763ccabce/final_answer.txt

@@ -0,0 +1 @@
+{"row_count": null, "preview_rows": [{"value_label": "1", "support": 257063, "support_share": 0.25079072399293667, "cumulative_support": 257063}, {"value_label": "4", "support": 256483, "support_share": 0.2502248758548697, "cumulative_support": 513546}, {"value_label": "3", "support": 255986, "support_share": 0.24974000253656062, "cumulative_support": 769532}, {"value_label": "2", "support": 255478, "support_share": 0.24924439761563302, "cumulative_support": 1025010}]}

Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_0a27c78763ccabce/generated_sql.sql

@@ -0,0 +1,28 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- family_id: cardinality_structure
+-- canonical_subitem_id: support_rank_profile_consistency
+-- intended_facet_id: support_concentration
+-- variant_semantic_role: ranked_signal_view
+-- template_id: tpl_cardinality_distinct_share_profile
+-- query_record_id: v2q_c10_0a27c78763ccabce
+-- problem_id: v2p_c10_bd340f304c661582
+-- realization_mode: deterministic
+-- source_kind: deterministic
+WITH grouped AS (
+    SELECT "s5" AS value_label, COUNT(*) AS support
+    FROM "c10"
+    GROUP BY "s5"
+), ranked AS (
+    SELECT
+        value_label,
+        support,
+        CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,
+        SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support
+    FROM grouped
+)
+SELECT *
+FROM ranked
+ORDER BY support DESC, value_label;

Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_0a27c78763ccabce/query_results.jsonl

@@ -0,0 +1 @@
+{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v2\n-- sql_source_label: v2_current\n-- sql_source_run_id: v2_cli_20260502_081223_a\n-- sql_source_dataset_id: c10\n-- family_id: cardinality_structure\n-- canonical_subitem_id: support_rank_profile_consistency\n-- intended_facet_id: support_concentration\n-- variant_semantic_role: ranked_signal_view\n-- template_id: tpl_cardinality_distinct_share_profile\n-- query_record_id: v2q_c10_0a27c78763ccabce\n-- problem_id: v2p_c10_bd340f304c661582\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n    SELECT \"s5\" AS value_label, COUNT(*) AS support\n    FROM \"c10\"\n    GROUP BY \"s5\"\n), ranked AS (\n    SELECT\n        value_label,\n        support,\n        CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n        SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\n    FROM grouped\n)\nSELECT *\nFROM ranked\nORDER BY support DESC, value_label;", "result": "{\"query\": \"-- sql_source_version: v2\\n-- sql_source_label: v2_current\\n-- sql_source_run_id: v2_cli_20260502_081223_a\\n-- sql_source_dataset_id: c10\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: support_rank_profile_consistency\\n-- intended_facet_id: support_concentration\\n-- variant_semantic_role: ranked_signal_view\\n-- template_id: tpl_cardinality_distinct_share_profile\\n-- query_record_id: v2q_c10_0a27c78763ccabce\\n-- problem_id: v2p_c10_bd340f304c661582\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n    SELECT \\\"s5\\\" AS value_label, COUNT(*) AS support\\n    FROM \\\"c10\\\"\\n    GROUP BY \\\"s5\\\"\\n), ranked AS (\\n    SELECT\\n        value_label,\\n        support,\\n        CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\\n        SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\\n    FROM grouped\\n)\\nSELECT *\\nFROM ranked\\nORDER BY support DESC, value_label;\", \"columns\": [\"value_label\", \"support\", \"support_share\", \"cumulative_support\"], \"rows\": [{\"value_label\": \"1\", \"support\": 257063, \"support_share\": 0.25079072399293667, \"cumulative_support\": 257063}, {\"value_label\": \"4\", \"support\": 256483, \"support_share\": 0.2502248758548697, \"cumulative_support\": 513546}, {\"value_label\": \"3\", \"support\": 255986, \"support_share\": 0.24974000253656062, \"cumulative_support\": 769532}, {\"value_label\": \"2\", \"support\": 255478, \"support_share\": 0.24924439761563302, \"cumulative_support\": 1025010}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 429.59}"}

Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_0a27c78763ccabce/run_manifest.json

@@ -0,0 +1,57 @@
+{
+  "run_id": "v2_cli_20260502_081223_a",
+  "dataset_id": "c10",
+  "started_at": "2026-05-19T16:12:42.213404+00:00",
+  "ended_at": "2026-05-19T16:12:42.644849+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c10_0a27c78763ccabce",
+    "problem_id": "v2p_c10_bd340f304c661582",
+    "dataset_id": "c10",
+    "template_id": "tpl_cardinality_distinct_share_profile",
+    "template_name": "Cardinality Distinct Share Profile",
+    "family_id": "cardinality_structure",
+    "canonical_subitem_id": "support_rank_profile_consistency",
+    "intended_facet_id": "support_concentration",
+    "variant_semantic_role": "ranked_signal_view",
+    "subitem_assignment_source": "template_fixed",
+    "source_kind": "deterministic",
+    "realization_mode": "deterministic",
+    "gate_priority": "deterministic",
+    "extended_family": true,
+    "question": "Use template Cardinality Distinct Share Profile to probe support_rank_profile_consistency with semantic role ranked_signal_view. Focus on group_col=s5.",
+    "bindings": {
+      "group_col": "s5"
+    },
+    "binding_roles": [
+      "group_col"
+    ],
+    "coverage_target_min": "enumerate_all_applicable",
+    "runtime_sql_skeleton": "WITH grouped AS (\n    SELECT {group_col} AS value_label, COUNT(*) AS support\n    FROM {table}\n    GROUP BY {group_col}\n), ranked AS (\n    SELECT\n        value_label,\n        support,\n        CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n        SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\n    FROM grouped\n)\nSELECT *\nFROM ranked\nORDER BY support DESC, value_label;",
+    "notes": [
+      "default_facets=support_concentration,value_imbalance_profile",
+      "template_selection_mode=deterministic",
+      "problem_index_within_template=9",
+      "sql_variant_index=1/1"
+    ],
+    "template_selection_mode": "deterministic",
+    "selected_template_rank": 0,
+    "problem_index_within_template": 9,
+    "sql_variant_index": 1,
+    "sql_variant_total": 1
+  },
+  "mode": "subitem_workload_v2",
+  "sql_source_version": "v2",
+  "sql_source_label": "v2_current",
+  "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_0a27c78763ccabce.sql",
+  "usage_summary": {
+    "engine": "template",
+    "input_tokens": 0,
+    "cached_input_tokens": 0,
+    "output_tokens": 0,
+    "total_tokens": 0,
+    "estimated_total_tokens": 0,
+    "usage_source": "none"
+  }
+}

Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_0a27c78763ccabce/usage_summary.json

@@ -0,0 +1,9 @@
+{
+  "engine": "template",
+  "input_tokens": 0,
+  "cached_input_tokens": 0,
+  "output_tokens": 0,
+  "total_tokens": 0,
+  "estimated_total_tokens": 0,
+  "usage_source": "none"
+}

Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_0a2d21dabad951e9/final_answer.txt

@@ -0,0 +1 @@
+No rows were returned for: Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=c2, measure_col=s1.

Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_0a2d21dabad951e9/generated_sql.sql

@@ -0,0 +1,26 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- family_id: tail_rarity_structure
+-- canonical_subitem_id: tail_mass_similarity
+-- intended_facet_id: tail_ranked_signal
+-- variant_semantic_role: count_distribution
+-- template_id: tpl_tpch_relative_total_threshold
+-- query_record_id: v2q_c10_0a2d21dabad951e9
+-- problem_id: v2p_c10_2b6c922cd3ffa8b8
+-- realization_mode: agent
+-- source_kind: agent
+WITH grouped AS (
+    SELECT "c2", SUM(CAST("s1" AS NUMERIC)) AS group_value
+    FROM "c10"
+    GROUP BY "c2"
+), total AS (
+    SELECT SUM(group_value) AS total_value
+    FROM grouped
+)
+SELECT g."c2", g.group_value
+FROM grouped AS g
+CROSS JOIN total AS t
+WHERE g.group_value > t.total_value * 0.1
+ORDER BY g.group_value DESC;

Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_0a2d21dabad951e9/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 \"c2\", SUM(CAST(\"s1\" AS NUMERIC)) AS group_value\n    FROM \"c10\"\n    GROUP BY \"c2\"\n), total AS (\n    SELECT SUM(group_value) AS total_value\n    FROM grouped\n)\nSELECT g.\"c2\", g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * 0.1\nORDER BY g.group_value DESC;", "result": "{\"query\": \"-- template_id: tpl_tpch_relative_total_threshold\\nWITH grouped AS (\\n    SELECT \\\"c2\\\", SUM(CAST(\\\"s1\\\" AS NUMERIC)) AS group_value\\n    FROM \\\"c10\\\"\\n    GROUP BY \\\"c2\\\"\\n), total AS (\\n    SELECT SUM(group_value) AS total_value\\n    FROM grouped\\n)\\nSELECT g.\\\"c2\\\", g.group_value\\nFROM grouped AS g\\nCROSS JOIN total AS t\\nWHERE g.group_value > t.total_value * 0.1\\nORDER BY g.group_value DESC;\", \"columns\": [\"c2\", \"group_value\"], \"rows\": [], \"row_count_returned\": 0, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 523.62}"}

Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_0a2d21dabad951e9/run_manifest.json

@@ -0,0 +1,89 @@
+{
+  "run_id": "v2_cli_20260502_081223_a",
+  "dataset_id": "c10",
+  "started_at": "2026-05-19T15:51:38.842512+00:00",
+  "ended_at": "2026-05-19T15:51:49.882945+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c10_0a2d21dabad951e9",
+    "problem_id": "v2p_c10_2b6c922cd3ffa8b8",
+    "dataset_id": "c10",
+    "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": "count_distribution",
+    "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 count_distribution. Focus on group_col=c2, measure_col=s1.",
+    "bindings": {
+      "group_col": "c2",
+      "measure_col": "s1",
+      "top_k": 10,
+      "top_n": 3,
+      "num_tiles": 10,
+      "percentile_value": 0.95,
+      "z_threshold": 2.0,
+      "fraction_threshold": 0.1,
+      "baseline_multiplier": 1.5,
+      "baseline_fraction": 0.1,
+      "min_group_size": 5,
+      "min_support": 5,
+      "measure_threshold": 3.25,
+      "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=9",
+      "sql_variant_index=1/2",
+      "binding_index=80"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 7,
+    "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_a/c10/sql/v2q_c10_0a2d21dabad951e9.sql",
+  "usage_summary": {
+    "dataset_id": "c10",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c10_0a2d21dabad951e9",
+    "api_calls": 0,
+    "input_tokens": 14283,
+    "cached_input_tokens": 13696,
+    "output_tokens": 495,
+    "total_tokens": 14778,
+    "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": 10496.82,
+    "sql_execution_elapsed_ms_total": 523.62,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_0a2d21dabad951e9/cli/conversation.jsonl",
+    "note": "Executed through a local AI CLI with structured usage metadata."
+  }
+}

Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_0a2d21dabad951e9/trace.jsonl

@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T15:51:49.357123+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": 10496.82, "started_at": "2026-05-19T15:51:38.859424+00:00", "ended_at": "2026-05-19T15:51:49.356284+00:00", "prompt_metrics": {"chars": 6925, "bytes_utf8": 6925, "lines": 228, "estimated_tokens": null}, "response_metrics": {"chars": 561, "bytes_utf8": 561, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14283, "cached_input_tokens": 13696, "output_tokens": 495, "reasoning_output_tokens": 334}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tpch_relative_total_threshold\\nWITH grouped AS (\\n    SELECT \\\"c2\\\", SUM(CAST(\\\"s1\\\" AS NUMERIC)) AS group_value\\n    FROM \\\"c10\\\"\\n    GROUP BY \\\"c2\\\"\\n), total AS (\\n    SELECT SUM(group_value) AS total_value\\n    FROM grouped\\n)\\nSELECT g.\\\"c2\\\", g.group_value\\nFROM grouped AS g\\nCROSS JOIN total AS t\\nWHERE g.group_value > t.total_value * 0.1\\nORDER BY g.group_value DESC;\",\"notes\":\"Used the provided template with group_col=\\\"c2\\\" and measure_col=\\\"s1\\\". CAST was added because the SQLite schema stores these fields as TEXT.\"}"}

Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_0a2d21dabad951e9/usage_summary.json

@@ -0,0 +1,20 @@
+{
+  "dataset_id": "c10",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_c10_0a2d21dabad951e9",
+  "api_calls": 0,
+  "input_tokens": 14283,
+  "cached_input_tokens": 13696,
+  "output_tokens": 495,
+  "total_tokens": 14778,
+  "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": 10496.82,
+  "sql_execution_elapsed_ms_total": 523.62,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_0a2d21dabad951e9/cli/conversation.jsonl",
+  "note": "Executed through a local AI CLI with structured usage metadata."
+}

Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_0b368d0941218364/final_answer.txt

@@ -0,0 +1 @@
+{"row_count": null, "preview_rows": [{"value_label": "1", "support": 79234, "support_share": 0.07730070926137306, "support_rank": 1}, {"value_label": "11", "support": 79158, "support_share": 0.07722656364328152, "support_rank": 2}, {"value_label": "6", "support": 79142, "support_share": 0.07721095403947278, "support_rank": 3}, {"value_label": "4", "support": 79017, "support_share": 0.07708900400971698, "support_rank": 4}, {"value_label": "12", "support": 78858, "support_share": 0.07693388357186759, "support_rank": 5}]}

Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_0b368d0941218364/generated_sql.sql

@@ -0,0 +1,25 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- family_id: cardinality_structure
+-- canonical_subitem_id: support_rank_profile_consistency
+-- intended_facet_id: value_imbalance_profile
+-- variant_semantic_role: count_distribution
+-- template_id: tpl_cardinality_support_rank_profile
+-- query_record_id: v2q_c10_0b368d0941218364
+-- problem_id: v2p_c10_eeec632c49f7811b
+-- realization_mode: deterministic
+-- source_kind: deterministic
+WITH grouped AS (
+    SELECT "c1" AS value_label, COUNT(*) AS support
+    FROM "c10"
+    GROUP BY "c1"
+)
+SELECT
+    value_label,
+    support,
+    CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,
+    ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank
+FROM grouped
+ORDER BY support DESC, value_label;

Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_0b368d0941218364/query_results.jsonl

@@ -0,0 +1 @@
+{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v2\n-- sql_source_label: v2_current\n-- sql_source_run_id: v2_cli_20260502_081223_a\n-- sql_source_dataset_id: c10\n-- family_id: cardinality_structure\n-- canonical_subitem_id: support_rank_profile_consistency\n-- intended_facet_id: value_imbalance_profile\n-- variant_semantic_role: count_distribution\n-- template_id: tpl_cardinality_support_rank_profile\n-- query_record_id: v2q_c10_0b368d0941218364\n-- problem_id: v2p_c10_eeec632c49f7811b\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n    SELECT \"c1\" AS value_label, COUNT(*) AS support\n    FROM \"c10\"\n    GROUP BY \"c1\"\n)\nSELECT\n    value_label,\n    support,\n    CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n    ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank\nFROM grouped\nORDER BY support DESC, value_label;", "result": "{\"query\": \"-- sql_source_version: v2\\n-- sql_source_label: v2_current\\n-- sql_source_run_id: v2_cli_20260502_081223_a\\n-- sql_source_dataset_id: c10\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: support_rank_profile_consistency\\n-- intended_facet_id: value_imbalance_profile\\n-- variant_semantic_role: count_distribution\\n-- template_id: tpl_cardinality_support_rank_profile\\n-- query_record_id: v2q_c10_0b368d0941218364\\n-- problem_id: v2p_c10_eeec632c49f7811b\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n    SELECT \\\"c1\\\" AS value_label, COUNT(*) AS support\\n    FROM \\\"c10\\\"\\n    GROUP BY \\\"c1\\\"\\n)\\nSELECT\\n    value_label,\\n    support,\\n    CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\\n    ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank\\nFROM grouped\\nORDER BY support DESC, value_label;\", \"columns\": [\"value_label\", \"support\", \"support_share\", \"support_rank\"], \"rows\": [{\"value_label\": \"1\", \"support\": 79234, \"support_share\": 0.07730070926137306, \"support_rank\": 1}, {\"value_label\": \"11\", \"support\": 79158, \"support_share\": 0.07722656364328152, \"support_rank\": 2}, {\"value_label\": \"6\", \"support\": 79142, \"support_share\": 0.07721095403947278, \"support_rank\": 3}, {\"value_label\": \"4\", \"support\": 79017, \"support_share\": 0.07708900400971698, \"support_rank\": 4}, {\"value_label\": \"12\", \"support\": 78858, \"support_share\": 0.07693388357186759, \"support_rank\": 5}, {\"value_label\": \"13\", \"support\": 78833, \"support_share\": 0.07690949356591643, \"support_rank\": 6}, {\"value_label\": \"2\", \"support\": 78818, \"support_share\": 0.07689485956234574, \"support_rank\": 7}, {\"value_label\": \"8\", \"support\": 78786, \"support_share\": 0.07686364035472824, \"support_rank\": 8}, {\"value_label\": \"5\", \"support\": 78769, \"support_share\": 0.07684705515068145, \"support_rank\": 9}, {\"value_label\": \"10\", \"support\": 78761, \"support_share\": 0.07683925034877709, \"support_rank\": 10}, {\"value_label\": \"3\", \"support\": 78690, \"support_share\": 0.07676998273187578, \"support_rank\": 11}, {\"value_label\": \"7\", \"support\": 78542, \"support_share\": 0.07662559389664492, \"support_rank\": 12}, {\"value_label\": \"9\", \"support\": 78402, \"support_share\": 0.07648900986331841, \"support_rank\": 13}], \"row_count_returned\": 13, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 509.75}"}

Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_0b368d0941218364/run_manifest.json

@@ -0,0 +1,57 @@
+{
+  "run_id": "v2_cli_20260502_081223_a",
+  "dataset_id": "c10",
+  "started_at": "2026-05-19T16:12:44.050808+00:00",
+  "ended_at": "2026-05-19T16:12:44.561874+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c10_0b368d0941218364",
+    "problem_id": "v2p_c10_eeec632c49f7811b",
+    "dataset_id": "c10",
+    "template_id": "tpl_cardinality_support_rank_profile",
+    "template_name": "Cardinality Support Rank Profile",
+    "family_id": "cardinality_structure",
+    "canonical_subitem_id": "support_rank_profile_consistency",
+    "intended_facet_id": "value_imbalance_profile",
+    "variant_semantic_role": "count_distribution",
+    "subitem_assignment_source": "template_fixed",
+    "source_kind": "deterministic",
+    "realization_mode": "deterministic",
+    "gate_priority": "deterministic",
+    "extended_family": true,
+    "question": "Use template Cardinality Support Rank Profile to probe support_rank_profile_consistency with semantic role count_distribution. Focus on group_col=c1.",
+    "bindings": {
+      "group_col": "c1"
+    },
+    "binding_roles": [
+      "group_col"
+    ],
+    "coverage_target_min": "enumerate_all_applicable",
+    "runtime_sql_skeleton": "WITH grouped AS (\n    SELECT {group_col} AS value_label, COUNT(*) AS support\n    FROM {table}\n    GROUP BY {group_col}\n)\nSELECT\n    value_label,\n    support,\n    CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n    ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank\nFROM grouped\nORDER BY support DESC, value_label;",
+    "notes": [
+      "default_facets=support_concentration,value_imbalance_profile",
+      "template_selection_mode=deterministic",
+      "problem_index_within_template=2",
+      "sql_variant_index=1/1"
+    ],
+    "template_selection_mode": "deterministic",
+    "selected_template_rank": 0,
+    "problem_index_within_template": 2,
+    "sql_variant_index": 1,
+    "sql_variant_total": 1
+  },
+  "mode": "subitem_workload_v2",
+  "sql_source_version": "v2",
+  "sql_source_label": "v2_current",
+  "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_0b368d0941218364.sql",
+  "usage_summary": {
+    "engine": "template",
+    "input_tokens": 0,
+    "cached_input_tokens": 0,
+    "output_tokens": 0,
+    "total_tokens": 0,
+    "estimated_total_tokens": 0,
+    "usage_source": "none"
+  }
+}

Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_0b368d0941218364/usage_summary.json

@@ -0,0 +1,9 @@
+{
+  "engine": "template",
+  "input_tokens": 0,
+  "cached_input_tokens": 0,
+  "output_tokens": 0,
+  "total_tokens": 0,
+  "estimated_total_tokens": 0,
+  "usage_source": "none"
+}

Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_0c8c55d78fa3d2db/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=s1, measure_col=s1.
+Result preview: [{"s1": "4", "total_measure": 1024308}, {"s1": "3", "total_measure": 771450}, {"s1": "2", "total_measure": 511392}, {"s1": "1", "total_measure": 256087}]

Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_0c8c55d78fa3d2db/generated_sql.sql

@@ -0,0 +1,17 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- 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_c10_0c8c55d78fa3d2db
+-- problem_id: v2p_c10_02d15dab3de77794
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "s1", SUM(CAST("s1" AS NUMERIC)) AS total_measure
+FROM "c10"
+GROUP BY "s1"
+ORDER BY total_measure DESC;

Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_0c8c55d78fa3d2db/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 \"s1\", SUM(CAST(\"s1\" AS NUMERIC)) AS total_measure\nFROM \"c10\"\nGROUP BY \"s1\"\nORDER BY total_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"s1\\\", SUM(CAST(\\\"s1\\\" AS NUMERIC)) AS total_measure\\nFROM \\\"c10\\\"\\nGROUP BY \\\"s1\\\"\\nORDER BY total_measure DESC;\", \"columns\": [\"s1\", \"total_measure\"], \"rows\": [{\"s1\": \"4\", \"total_measure\": 1024308}, {\"s1\": \"3\", \"total_measure\": 771450}, {\"s1\": \"2\", \"total_measure\": 511392}, {\"s1\": \"1\", \"total_measure\": 256087}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 435.08}"}

Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_0c8c55d78fa3d2db/run_manifest.json

@@ -0,0 +1,89 @@
+{
+  "run_id": "v2_cli_20260502_081223_a",
+  "dataset_id": "c10",
+  "started_at": "2026-05-19T15:28:17.962679+00:00",
+  "ended_at": "2026-05-19T15:28:27.144043+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c10_0c8c55d78fa3d2db",
+    "problem_id": "v2p_c10_02d15dab3de77794",
+    "dataset_id": "c10",
+    "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=s1, measure_col=s1.",
+    "bindings": {
+      "group_col": "s1",
+      "measure_col": "s1",
+      "top_k": 10,
+      "top_n": 3,
+      "num_tiles": 10,
+      "percentile_value": 0.95,
+      "z_threshold": 2.0,
+      "fraction_threshold": 0.1,
+      "baseline_multiplier": 1.5,
+      "baseline_fraction": 0.1,
+      "min_group_size": 5,
+      "min_support": 5,
+      "measure_threshold": 3.25,
+      "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=1",
+      "sql_variant_index=1/2",
+      "binding_index=0"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 1,
+    "problem_index_within_template": 1,
+    "sql_variant_index": 1,
+    "sql_variant_total": 2
+  },
+  "mode": "subitem_workload_v2",
+  "sql_source_version": "v2",
+  "sql_source_label": "v2_current",
+  "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/sql/v2q_c10_0c8c55d78fa3d2db.sql",
+  "usage_summary": {
+    "dataset_id": "c10",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c10_0c8c55d78fa3d2db",
+    "api_calls": 0,
+    "input_tokens": 14147,
+    "cached_input_tokens": 0,
+    "output_tokens": 259,
+    "total_tokens": 14406,
+    "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": 8727.18,
+    "sql_execution_elapsed_ms_total": 435.08,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_0c8c55d78fa3d2db/cli/conversation.jsonl",
+    "note": "Executed through a local AI CLI with structured usage metadata."
+  }
+}

Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_0c8c55d78fa3d2db/trace.jsonl

@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T15:28:26.706920+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": 8727.18, "started_at": "2026-05-19T15:28:17.978939+00:00", "ended_at": "2026-05-19T15:28:26.706153+00:00", "prompt_metrics": {"chars": 6371, "bytes_utf8": 6371, "lines": 228, "estimated_tokens": null}, "response_metrics": {"chars": 364, "bytes_utf8": 364, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14147, "cached_input_tokens": 0, "output_tokens": 259, "reasoning_output_tokens": 151}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"s1\\\", SUM(CAST(\\\"s1\\\" AS NUMERIC)) AS total_measure\\nFROM \\\"c10\\\"\\nGROUP BY \\\"s1\\\"\\nORDER BY total_measure DESC;\",\"notes\":\"Used the required Grouped Numeric Sum template with group_col=\\\"s1\\\" and measure_col=\\\"s1\\\". CAST is applied because the schema stores \\\"s1\\\" as TEXT, but the measure is numeric-discrete.\"}"}

Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_0c8c55d78fa3d2db/usage_summary.json

@@ -0,0 +1,20 @@
+{
+  "dataset_id": "c10",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_c10_0c8c55d78fa3d2db",
+  "api_calls": 0,
+  "input_tokens": 14147,
+  "cached_input_tokens": 0,
+  "output_tokens": 259,
+  "total_tokens": 14406,
+  "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": 8727.18,
+  "sql_execution_elapsed_ms_total": 435.08,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_0c8c55d78fa3d2db/cli/conversation.jsonl",
+  "note": "Executed through a local AI CLI with structured usage metadata."
+}

Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_0dacd26d3989c0d0/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=c2, measure_col=c2.
+Result preview: [{"c2": "13", "total_measure": 1029678}, {"c2": "12", "total_measure": 950844}, {"c2": "11", "total_measure": 872344}, {"c2": "10", "total_measure": 785960}, {"c2": "9", "total_measure": 705303}]

Query/sql/v2/runs/v2_cli_20260502_081223_a/c10/artifacts/v2q_c10_0dacd26d3989c0d0/generated_sql.sql

@@ -0,0 +1,17 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c10
+-- 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_c10_0dacd26d3989c0d0
+-- problem_id: v2p_c10_754dca746a6b7784
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "c2", SUM(CAST("c2" AS INTEGER)) AS "total_measure"
+FROM "c10"
+GROUP BY "c2"
+ORDER BY "total_measure" DESC;