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Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_015616469d3aa07e/final_answer.txt

@@ -0,0 +1 @@
+{"row_count": null, "preview_rows": [{"value_label": "1", "support": 6331, "support_share": 0.5726820443238354, "support_rank": 1}, {"value_label": "-1", "support": 3557, "support_share": 0.3217548620533695, "support_rank": 2}, {"value_label": "0", "support": 1167, "support_share": 0.10556309362279512, "support_rank": 3}]}

Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_015616469d3aa07e/generated_sql.sql

@@ -0,0 +1,25 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: c8
+-- family_id: 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_c8_015616469d3aa07e
+-- problem_id: v2p_c8_537dafce88cde291
+-- realization_mode: deterministic
+-- source_kind: deterministic
+WITH grouped AS (
+    SELECT "SSLfinal_State" AS value_label, COUNT(*) AS support
+    FROM "c8"
+    GROUP BY "SSLfinal_State"
+)
+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_b/c8/artifacts/v2q_c8_015616469d3aa07e/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_b\n-- sql_source_dataset_id: c8\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_c8_015616469d3aa07e\n-- problem_id: v2p_c8_537dafce88cde291\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n    SELECT \"SSLfinal_State\" AS value_label, COUNT(*) AS support\n    FROM \"c8\"\n    GROUP BY \"SSLfinal_State\"\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_b\\n-- sql_source_dataset_id: c8\\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_c8_015616469d3aa07e\\n-- problem_id: v2p_c8_537dafce88cde291\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n    SELECT \\\"SSLfinal_State\\\" AS value_label, COUNT(*) AS support\\n    FROM \\\"c8\\\"\\n    GROUP BY \\\"SSLfinal_State\\\"\\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\": 6331, \"support_share\": 0.5726820443238354, \"support_rank\": 1}, {\"value_label\": \"-1\", \"support\": 3557, \"support_share\": 0.3217548620533695, \"support_rank\": 2}, {\"value_label\": \"0\", \"support\": 1167, \"support_share\": 0.10556309362279512, \"support_rank\": 3}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 3.39}"}

Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_015616469d3aa07e/run_manifest.json

@@ -0,0 +1,57 @@
+{
+  "run_id": "v2_cli_20260502_081223_b",
+  "dataset_id": "c8",
+  "started_at": "2026-05-19T16:09:26.899138+00:00",
+  "ended_at": "2026-05-19T16:09:26.903206+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c8_015616469d3aa07e",
+    "problem_id": "v2p_c8_537dafce88cde291",
+    "dataset_id": "c8",
+    "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=SSLfinal_State.",
+    "bindings": {
+      "group_col": "SSLfinal_State"
+    },
+    "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=4",
+      "sql_variant_index=1/1"
+    ],
+    "template_selection_mode": "deterministic",
+    "selected_template_rank": 0,
+    "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_b/c8/sql/v2q_c8_015616469d3aa07e.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_b/c8/artifacts/v2q_c8_015616469d3aa07e/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_b/c8/artifacts/v2q_c8_052d1933ffde95ca/run_manifest.json

@@ -0,0 +1,69 @@
+{
+  "run_id": "v2_cli_20260502_081223_b",
+  "dataset_id": "c8",
+  "started_at": "2026-05-19T15:55:57.979396+00:00",
+  "ended_at": "2026-05-19T15:56:05.081040+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c8_052d1933ffde95ca",
+    "problem_id": "v2p_c8_39ef956a57dd0f40",
+    "dataset_id": "c8",
+    "template_id": "tpl_grouped_percentile_point",
+    "template_name": "Grouped Percentile Point",
+    "family_id": "tail_rarity_structure",
+    "canonical_subitem_id": "tail_concentration_consistency",
+    "intended_facet_id": "rare_target_concentration",
+    "variant_semantic_role": "ranked_signal_view",
+    "subitem_assignment_source": "planner_selected",
+    "source_kind": "agent",
+    "realization_mode": "agent",
+    "gate_priority": "primary",
+    "extended_family": false,
+    "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=Page_Rank, measure_col=URL_Length.",
+    "bindings": {
+      "group_col": "Page_Rank",
+      "measure_col": "URL_Length",
+      "top_k": 18,
+      "top_n": 4,
+      "num_tiles": 10,
+      "percentile_value": 0.9,
+      "z_threshold": 2.0,
+      "fraction_threshold": 0.05,
+      "baseline_multiplier": 1.75,
+      "baseline_fraction": 0.1,
+      "min_group_size": 5,
+      "min_support": 4,
+      "measure_threshold": -1.0,
+      "time_grain": "month",
+      "lookback_rows": 3,
+      "current_period_start": "'2024-01-01'",
+      "current_period_end": "'2024-04-01'",
+      "previous_period_start": "'2023-10-01'",
+      "previous_period_end": "'2024-01-01'",
+      "drift_ratio_threshold": 0.8
+    },
+    "binding_roles": [
+      "group_col",
+      "measure_col"
+    ],
+    "coverage_target_min": "5",
+    "runtime_sql_skeleton": "SELECT {group_col},\n       PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;",
+    "notes": [
+      "default_facets=rare_target_concentration",
+      "template_selection_mode=rule",
+      "problem_index_within_template=5",
+      "sql_variant_index=2/2",
+      "binding_index=88"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 8,
+    "problem_index_within_template": 5,
+    "sql_variant_index": 2,
+    "sql_variant_total": 2
+  },
+  "mode": "subitem_workload_v2",
+  "sql_source_version": "v2",
+  "sql_source_label": "v2_current",
+  "error": "AI CLI command failed with exit code 1: "
+}

Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_052d1933ffde95ca/trace.jsonl

@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T15:56:01.111131+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": 3129.41, "started_at": "2026-05-19T15:55:57.980937+00:00", "ended_at": "2026-05-19T15:56:01.110369+00:00", "prompt_metrics": {"chars": 15653, "bytes_utf8": 15653, "lines": 468, "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\":\"019e40f3-77a5-70e3-a9e1-3979f1b26366\"}\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": "2026-05-19T15:56:05.080829+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": 2966.32, "started_at": "2026-05-19T15:56:02.113093+00:00", "ended_at": "2026-05-19T15:56:05.079460+00:00", "prompt_metrics": {"chars": 15653, "bytes_utf8": 15653, "lines": 468, "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\":\"019e40f3-87da-7f31-a5d7-cd82c2bc6587\"}\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/c8/artifacts/v2q_c8_058aee66ab339c86/final_answer.txt

@@ -0,0 +1,2 @@
+SQL executed successfully for: Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=Links_pointing_to_page.
+Result preview: [{"empirical_cdf_at_threshold": 1.0}]

Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_058aee66ab339c86/generated_sql.sql

@@ -0,0 +1,15 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: c8
+-- family_id: tail_rarity_structure
+-- canonical_subitem_id: tail_set_consistency
+-- intended_facet_id: low_support_extremes
+-- variant_semantic_role: rare_extreme_view
+-- template_id: tpl_threshold_rarity_cdf
+-- query_record_id: v2q_c8_058aee66ab339c86
+-- problem_id: v2p_c8_b77c17487108082c
+-- realization_mode: agent
+-- source_kind: agent
+SELECT AVG(CASE WHEN CAST("Links_pointing_to_page" AS REAL) <= 1.0 THEN 1 ELSE 0 END) AS "empirical_cdf_at_threshold"
+FROM "c8";

Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_058aee66ab339c86/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_threshold_rarity_cdf\nSELECT AVG(CASE WHEN CAST(\"Links_pointing_to_page\" AS REAL) <= 1.0 THEN 1 ELSE 0 END) AS \"empirical_cdf_at_threshold\"\nFROM \"c8\";", "result": "{\"query\": \"-- template_id: tpl_threshold_rarity_cdf\\nSELECT AVG(CASE WHEN CAST(\\\"Links_pointing_to_page\\\" AS REAL) <= 1.0 THEN 1 ELSE 0 END) AS \\\"empirical_cdf_at_threshold\\\"\\nFROM \\\"c8\\\";\", \"columns\": [\"empirical_cdf_at_threshold\"], \"rows\": [{\"empirical_cdf_at_threshold\": 1.0}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.08}"}

Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_058aee66ab339c86/run_manifest.json

@@ -0,0 +1,87 @@
+{
+  "run_id": "v2_cli_20260502_081223_b",
+  "dataset_id": "c8",
+  "started_at": "2026-05-19T16:03:28.295626+00:00",
+  "ended_at": "2026-05-19T16:03:39.488137+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c8_058aee66ab339c86",
+    "problem_id": "v2p_c8_b77c17487108082c",
+    "dataset_id": "c8",
+    "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=Links_pointing_to_page.",
+    "bindings": {
+      "measure_col": "Links_pointing_to_page",
+      "top_k": 13,
+      "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": 1.0,
+      "time_grain": "month",
+      "lookback_rows": 3,
+      "current_period_start": "'2024-01-01'",
+      "current_period_end": "'2024-04-01'",
+      "previous_period_start": "'2023-10-01'",
+      "previous_period_end": "'2024-01-01'",
+      "drift_ratio_threshold": 0.8
+    },
+    "binding_roles": [
+      "measure_col"
+    ],
+    "coverage_target_min": "5",
+    "runtime_sql_skeleton": "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=6",
+      "sql_variant_index=1/1",
+      "binding_index=113"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 10,
+    "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/c8/sql/v2q_c8_058aee66ab339c86.sql",
+  "usage_summary": {
+    "dataset_id": "c8",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c8_058aee66ab339c86",
+    "api_calls": 0,
+    "input_tokens": 16498,
+    "cached_input_tokens": 12032,
+    "output_tokens": 360,
+    "total_tokens": 16858,
+    "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": 11184.75,
+    "sql_execution_elapsed_ms_total": 2.08,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_058aee66ab339c86/cli/conversation.jsonl",
+    "note": "Executed through a local AI CLI with structured usage metadata."
+  }
+}

Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_058aee66ab339c86/trace.jsonl

@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T16:03:39.484704+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": 11184.75, "started_at": "2026-05-19T16:03:28.299158+00:00", "ended_at": "2026-05-19T16:03:39.483944+00:00", "prompt_metrics": {"chars": 15431, "bytes_utf8": 15431, "lines": 466, "estimated_tokens": null}, "response_metrics": {"chars": 393, "bytes_utf8": 393, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 16498, "cached_input_tokens": 12032, "output_tokens": 360, "reasoning_output_tokens": 250}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_threshold_rarity_cdf\\nSELECT AVG(CASE WHEN CAST(\\\"Links_pointing_to_page\\\" AS REAL) <= 1.0 THEN 1 ELSE 0 END) AS \\\"empirical_cdf_at_threshold\\\"\\nFROM \\\"c8\\\";\",\"notes\":\"Used the provided Threshold Rarity CDF template with measure_col bound to Links_pointing_to_page and measure_threshold fixed at 1.0. Cast to REAL because the schema stores feature values as TEXT.\"}"}

Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_058aee66ab339c86/usage_summary.json

@@ -0,0 +1,20 @@
+{
+  "dataset_id": "c8",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_c8_058aee66ab339c86",
+  "api_calls": 0,
+  "input_tokens": 16498,
+  "cached_input_tokens": 12032,
+  "output_tokens": 360,
+  "total_tokens": 16858,
+  "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": 11184.75,
+  "sql_execution_elapsed_ms_total": 2.08,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_058aee66ab339c86/cli/conversation.jsonl",
+  "note": "Executed through a local AI CLI with structured usage metadata."
+}

Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_0708fb96fca3bad0/final_answer.txt

@@ -0,0 +1,2 @@
+SQL executed successfully for: Use template Low-Support Group Count to probe tail_set_consistency with semantic role count_distribution. Focus on group_col=having_IP_Address.
+Result preview: [{"having_IP_Address": "-1", "support": 3793}, {"having_IP_Address": "1", "support": 7262}]

Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_0708fb96fca3bad0/generated_sql.sql

@@ -0,0 +1,20 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: c8
+-- family_id: tail_rarity_structure
+-- canonical_subitem_id: tail_set_consistency
+-- intended_facet_id: low_support_extremes
+-- variant_semantic_role: count_distribution
+-- template_id: tpl_tail_low_support_group_count_v2
+-- query_record_id: v2q_c8_0708fb96fca3bad0
+-- problem_id: v2p_c8_0c4ce6f08792caf5
+-- realization_mode: agent
+-- source_kind: agent
+SELECT
+    "having_IP_Address",
+    COUNT(*) AS support
+FROM "c8"
+GROUP BY "having_IP_Address"
+ORDER BY support ASC, "having_IP_Address"
+LIMIT 19;

Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_0708fb96fca3bad0/query_results.jsonl

@@ -0,0 +1 @@
+{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n    \"having_IP_Address\",\n    COUNT(*) AS support\nFROM \"c8\"\nGROUP BY \"having_IP_Address\"\nORDER BY support ASC, \"having_IP_Address\"\nLIMIT 19;", "result": "{\"query\": \"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n    \\\"having_IP_Address\\\",\\n    COUNT(*) AS support\\nFROM \\\"c8\\\"\\nGROUP BY \\\"having_IP_Address\\\"\\nORDER BY support ASC, \\\"having_IP_Address\\\"\\nLIMIT 19;\", \"columns\": [\"having_IP_Address\", \"support\"], \"rows\": [{\"having_IP_Address\": \"-1\", \"support\": 3793}, {\"having_IP_Address\": \"1\", \"support\": 7262}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 4.67}"}

Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_0708fb96fca3bad0/run_manifest.json

@@ -0,0 +1,87 @@
+{
+  "run_id": "v2_cli_20260502_081223_b",
+  "dataset_id": "c8",
+  "started_at": "2026-05-19T16:05:34.467613+00:00",
+  "ended_at": "2026-05-19T16:05:42.649135+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c8_0708fb96fca3bad0",
+    "problem_id": "v2p_c8_0c4ce6f08792caf5",
+    "dataset_id": "c8",
+    "template_id": "tpl_tail_low_support_group_count_v2",
+    "template_name": "Low-Support Group Count",
+    "family_id": "tail_rarity_structure",
+    "canonical_subitem_id": "tail_set_consistency",
+    "intended_facet_id": "low_support_extremes",
+    "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_set_consistency with semantic role count_distribution. Focus on group_col=having_IP_Address.",
+    "bindings": {
+      "group_col": "having_IP_Address",
+      "top_k": 19,
+      "top_n": 4,
+      "num_tiles": 10,
+      "percentile_value": 0.9,
+      "z_threshold": 2.0,
+      "fraction_threshold": 0.05,
+      "baseline_multiplier": 1.75,
+      "baseline_fraction": 0.1,
+      "min_group_size": 5,
+      "min_support": 4,
+      "measure_threshold": 1.0,
+      "time_grain": "month",
+      "lookback_rows": 3,
+      "current_period_start": "'2024-01-01'",
+      "current_period_end": "'2024-04-01'",
+      "previous_period_start": "'2023-10-01'",
+      "previous_period_end": "'2024-01-01'",
+      "drift_ratio_threshold": 0.8
+    },
+    "binding_roles": [
+      "group_col"
+    ],
+    "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=low_support_extremes",
+      "template_selection_mode=rule",
+      "problem_index_within_template=5",
+      "sql_variant_index=2/2",
+      "binding_index=124"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 11,
+    "problem_index_within_template": 5,
+    "sql_variant_index": 2,
+    "sql_variant_total": 2
+  },
+  "mode": "subitem_workload_v2",
+  "sql_source_version": "v2",
+  "sql_source_label": "v2_current",
+  "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c8/sql/v2q_c8_0708fb96fca3bad0.sql",
+  "usage_summary": {
+    "dataset_id": "c8",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c8_0708fb96fca3bad0",
+    "api_calls": 0,
+    "input_tokens": 16514,
+    "cached_input_tokens": 15744,
+    "output_tokens": 286,
+    "total_tokens": 16800,
+    "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": 8171.76,
+    "sql_execution_elapsed_ms_total": 4.67,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_0708fb96fca3bad0/cli/conversation.jsonl",
+    "note": "Executed through a local AI CLI with structured usage metadata."
+  }
+}

Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_0708fb96fca3bad0/trace.jsonl

@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T16:05:42.642142+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": 8171.76, "started_at": "2026-05-19T16:05:34.469337+00:00", "ended_at": "2026-05-19T16:05:42.641127+00:00", "prompt_metrics": {"chars": 15476, "bytes_utf8": 15476, "lines": 466, "estimated_tokens": null}, "response_metrics": {"chars": 363, "bytes_utf8": 363, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 16514, "cached_input_tokens": 15744, "output_tokens": 286, "reasoning_output_tokens": 189}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n    \\\"having_IP_Address\\\",\\n    COUNT(*) AS support\\nFROM \\\"c8\\\"\\nGROUP BY \\\"having_IP_Address\\\"\\nORDER BY support ASC, \\\"having_IP_Address\\\"\\nLIMIT 19;\",\"notes\":\"Uses the Low-Support Group Count template with group_col bound to \\\"having_IP_Address\\\" and returns the 19 lowest-support groups.\"}"}

Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_0708fb96fca3bad0/usage_summary.json

@@ -0,0 +1,20 @@
+{
+  "dataset_id": "c8",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_c8_0708fb96fca3bad0",
+  "api_calls": 0,
+  "input_tokens": 16514,
+  "cached_input_tokens": 15744,
+  "output_tokens": 286,
+  "total_tokens": 16800,
+  "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": 8171.76,
+  "sql_execution_elapsed_ms_total": 4.67,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_0708fb96fca3bad0/cli/conversation.jsonl",
+  "note": "Executed through a local AI CLI with structured usage metadata."
+}

Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_0aa337be119b36f5/final_answer.txt

@@ -0,0 +1 @@
+{"row_count": null, "preview_rows": [{"value_label": "0", "support": 9776, "support_share": 0.8843057440072365, "cumulative_support": 9776}, {"value_label": "1", "support": 1279, "support_share": 0.11569425599276345, "cumulative_support": 11055}]}

Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_0aa337be119b36f5/generated_sql.sql

@@ -0,0 +1,28 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: c8
+-- family_id: cardinality_structure
+-- canonical_subitem_id: support_rank_profile_consistency
+-- intended_facet_id: value_imbalance_profile
+-- variant_semantic_role: ranked_signal_view
+-- template_id: tpl_cardinality_distinct_share_profile
+-- query_record_id: v2q_c8_0aa337be119b36f5
+-- problem_id: v2p_c8_0c7b49c85fef2682
+-- realization_mode: deterministic
+-- source_kind: deterministic
+WITH grouped AS (
+    SELECT "Redirect" AS value_label, COUNT(*) AS support
+    FROM "c8"
+    GROUP BY "Redirect"
+), 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_b/c8/artifacts/v2q_c8_0aa337be119b36f5/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_b\n-- sql_source_dataset_id: c8\n-- family_id: cardinality_structure\n-- canonical_subitem_id: support_rank_profile_consistency\n-- intended_facet_id: value_imbalance_profile\n-- variant_semantic_role: ranked_signal_view\n-- template_id: tpl_cardinality_distinct_share_profile\n-- query_record_id: v2q_c8_0aa337be119b36f5\n-- problem_id: v2p_c8_0c7b49c85fef2682\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n    SELECT \"Redirect\" AS value_label, COUNT(*) AS support\n    FROM \"c8\"\n    GROUP BY \"Redirect\"\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_b\\n-- sql_source_dataset_id: c8\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: support_rank_profile_consistency\\n-- intended_facet_id: value_imbalance_profile\\n-- variant_semantic_role: ranked_signal_view\\n-- template_id: tpl_cardinality_distinct_share_profile\\n-- query_record_id: v2q_c8_0aa337be119b36f5\\n-- problem_id: v2p_c8_0c7b49c85fef2682\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n    SELECT \\\"Redirect\\\" AS value_label, COUNT(*) AS support\\n    FROM \\\"c8\\\"\\n    GROUP BY \\\"Redirect\\\"\\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\": \"0\", \"support\": 9776, \"support_share\": 0.8843057440072365, \"cumulative_support\": 9776}, {\"value_label\": \"1\", \"support\": 1279, \"support_share\": 0.11569425599276345, \"cumulative_support\": 11055}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 3.27}"}

Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_0aa337be119b36f5/run_manifest.json

@@ -0,0 +1,57 @@
+{
+  "run_id": "v2_cli_20260502_081223_b",
+  "dataset_id": "c8",
+  "started_at": "2026-05-19T16:09:26.863686+00:00",
+  "ended_at": "2026-05-19T16:09:26.867649+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c8_0aa337be119b36f5",
+    "problem_id": "v2p_c8_0c7b49c85fef2682",
+    "dataset_id": "c8",
+    "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": "value_imbalance_profile",
+    "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=Redirect.",
+    "bindings": {
+      "group_col": "Redirect"
+    },
+    "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=8",
+      "sql_variant_index=1/1"
+    ],
+    "template_selection_mode": "deterministic",
+    "selected_template_rank": 0,
+    "problem_index_within_template": 8,
+    "sql_variant_index": 1,
+    "sql_variant_total": 1
+  },
+  "mode": "subitem_workload_v2",
+  "sql_source_version": "v2",
+  "sql_source_label": "v2_current",
+  "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c8/sql/v2q_c8_0aa337be119b36f5.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_b/c8/artifacts/v2q_c8_0aa337be119b36f5/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_b/c8/artifacts/v2q_c8_114fbac149ae6140/final_answer.txt

@@ -0,0 +1,2 @@
+SQL executed successfully for: Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=Shortining_Service, measure_col=Prefix_Suffix.
+Result preview: [{"Shortining_Service": "1", "having_At_Symbol": "1", "total_measure": -6321, "share_within_group": 86.98224852071006}, {"Shortining_Service": "-1", "having_At_Symbol": "1", "total_measure": -619, "share_within_group": 72.14452214452214}, {"Shortining_Service": "-1", "having_At_Symbol": "-1", "total_measure": -239, "share_within_group": 27.855477855477854}, {"Shortining_Service": "1", "having_At_Symbol": "-1", "total_measure": -946, "share_within_group": 13.017751479289942}]

Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_114fbac149ae6140/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: c8
+-- family_id: conditional_dependency_structure
+-- canonical_subitem_id: dependency_strength_similarity
+-- intended_facet_id: pairwise_conditional_dependency
+-- variant_semantic_role: focused_target_view
+-- template_id: tpl_tpcds_within_group_share
+-- query_record_id: v2q_c8_114fbac149ae6140
+-- problem_id: v2p_c8_a2e03a5373713978
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "Shortining_Service", "having_At_Symbol",
+       SUM(CAST("Prefix_Suffix" AS INTEGER)) AS total_measure,
+       SUM(CAST("Prefix_Suffix" AS INTEGER)) * 100.0 / SUM(SUM(CAST("Prefix_Suffix" AS INTEGER))) OVER (PARTITION BY "Shortining_Service") AS share_within_group
+FROM "c8"
+GROUP BY "Shortining_Service", "having_At_Symbol"
+ORDER BY share_within_group DESC;

Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_114fbac149ae6140/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 \"Shortining_Service\", \"having_At_Symbol\",\n       SUM(CAST(\"Prefix_Suffix\" AS INTEGER)) AS total_measure,\n       SUM(CAST(\"Prefix_Suffix\" AS INTEGER)) * 100.0 / SUM(SUM(CAST(\"Prefix_Suffix\" AS INTEGER))) OVER (PARTITION BY \"Shortining_Service\") AS share_within_group\nFROM \"c8\"\nGROUP BY \"Shortining_Service\", \"having_At_Symbol\"\nORDER BY share_within_group DESC;", "result": "{\"query\": \"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"Shortining_Service\\\", \\\"having_At_Symbol\\\",\\n       SUM(CAST(\\\"Prefix_Suffix\\\" AS INTEGER)) AS total_measure,\\n       SUM(CAST(\\\"Prefix_Suffix\\\" AS INTEGER)) * 100.0 / SUM(SUM(CAST(\\\"Prefix_Suffix\\\" AS INTEGER))) OVER (PARTITION BY \\\"Shortining_Service\\\") AS share_within_group\\nFROM \\\"c8\\\"\\nGROUP BY \\\"Shortining_Service\\\", \\\"having_At_Symbol\\\"\\nORDER BY share_within_group DESC;\", \"columns\": [\"Shortining_Service\", \"having_At_Symbol\", \"total_measure\", \"share_within_group\"], \"rows\": [{\"Shortining_Service\": \"1\", \"having_At_Symbol\": \"1\", \"total_measure\": -6321, \"share_within_group\": 86.98224852071006}, {\"Shortining_Service\": \"-1\", \"having_At_Symbol\": \"1\", \"total_measure\": -619, \"share_within_group\": 72.14452214452214}, {\"Shortining_Service\": \"-1\", \"having_At_Symbol\": \"-1\", \"total_measure\": -239, \"share_within_group\": 27.855477855477854}, {\"Shortining_Service\": \"1\", \"having_At_Symbol\": \"-1\", \"total_measure\": -946, \"share_within_group\": 13.017751479289942}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 14.07}"}

Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_114fbac149ae6140/run_manifest.json

@@ -0,0 +1,91 @@
+{
+  "run_id": "v2_cli_20260502_081223_b",
+  "dataset_id": "c8",
+  "started_at": "2026-05-19T15:38:21.609506+00:00",
+  "ended_at": "2026-05-19T15:38:34.935627+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c8_114fbac149ae6140",
+    "problem_id": "v2p_c8_a2e03a5373713978",
+    "dataset_id": "c8",
+    "template_id": "tpl_tpcds_within_group_share",
+    "template_name": "Within-Group Share of Total",
+    "family_id": "conditional_dependency_structure",
+    "canonical_subitem_id": "dependency_strength_similarity",
+    "intended_facet_id": "pairwise_conditional_dependency",
+    "variant_semantic_role": "focused_target_view",
+    "subitem_assignment_source": "planner_selected",
+    "source_kind": "agent",
+    "realization_mode": "agent",
+    "gate_priority": "primary",
+    "extended_family": false,
+    "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=Shortining_Service, measure_col=Prefix_Suffix.",
+    "bindings": {
+      "group_col": "Shortining_Service",
+      "measure_col": "Prefix_Suffix",
+      "item_col": "having_At_Symbol",
+      "top_k": 13,
+      "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": -1.0,
+      "time_grain": "month",
+      "lookback_rows": 3,
+      "current_period_start": "'2024-01-01'",
+      "current_period_end": "'2024-04-01'",
+      "previous_period_start": "'2023-10-01'",
+      "previous_period_end": "'2024-01-01'",
+      "drift_ratio_threshold": 0.8
+    },
+    "binding_roles": [
+      "group_col",
+      "item_col",
+      "measure_col"
+    ],
+    "coverage_target_min": "5",
+    "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n       SUM({measure_col}) AS total_measure,\n       SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;",
+    "notes": [
+      "default_facets=pairwise_conditional_dependency",
+      "template_selection_mode=rule",
+      "problem_index_within_template=10",
+      "sql_variant_index=1/2",
+      "binding_index=33"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 3,
+    "problem_index_within_template": 10,
+    "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/c8/sql/v2q_c8_114fbac149ae6140.sql",
+  "usage_summary": {
+    "dataset_id": "c8",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c8_114fbac149ae6140",
+    "api_calls": 0,
+    "input_tokens": 16628,
+    "cached_input_tokens": 15744,
+    "output_tokens": 697,
+    "total_tokens": 17325,
+    "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": 13304.58,
+    "sql_execution_elapsed_ms_total": 14.07,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_114fbac149ae6140/cli/conversation.jsonl",
+    "note": "Executed through a local AI CLI with structured usage metadata."
+  }
+}

Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_114fbac149ae6140/trace.jsonl

@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T15:38:34.918674+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": 13304.58, "started_at": "2026-05-19T15:38:21.612457+00:00", "ended_at": "2026-05-19T15:38:34.917079+00:00", "prompt_metrics": {"chars": 15911, "bytes_utf8": 15911, "lines": 470, "estimated_tokens": null}, "response_metrics": {"chars": 680, "bytes_utf8": 680, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 16628, "cached_input_tokens": 15744, "output_tokens": 697, "reasoning_output_tokens": 516}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"Shortining_Service\\\", \\\"having_At_Symbol\\\",\\n       SUM(CAST(\\\"Prefix_Suffix\\\" AS INTEGER)) AS total_measure,\\n       SUM(CAST(\\\"Prefix_Suffix\\\" AS INTEGER)) * 100.0 / SUM(SUM(CAST(\\\"Prefix_Suffix\\\" AS INTEGER))) OVER (PARTITION BY \\\"Shortining_Service\\\") AS share_within_group\\nFROM \\\"c8\\\"\\nGROUP BY \\\"Shortining_Service\\\", \\\"having_At_Symbol\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Uses the requested Within-Group Share of Total template with group_col=\\\"Shortining_Service\\\", item_col=\\\"having_At_Symbol\\\", and measure_col=\\\"Prefix_Suffix\\\". CAST is applied because the schema stores these fields as TEXT.\"}"}

Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_114fbac149ae6140/usage_summary.json

@@ -0,0 +1,20 @@
+{
+  "dataset_id": "c8",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_c8_114fbac149ae6140",
+  "api_calls": 0,
+  "input_tokens": 16628,
+  "cached_input_tokens": 15744,
+  "output_tokens": 697,
+  "total_tokens": 17325,
+  "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": 13304.58,
+  "sql_execution_elapsed_ms_total": 14.07,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_114fbac149ae6140/cli/conversation.jsonl",
+  "note": "Executed through a local AI CLI with structured usage metadata."
+}

Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_21b0d890d12271cb/final_answer.txt

@@ -0,0 +1,2 @@
+SQL executed successfully for: Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=having_IP_Address.
+Result preview: [{"empirical_cdf_at_threshold": 1.0}]

Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_21b0d890d12271cb/generated_sql.sql

@@ -0,0 +1,15 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: c8
+-- family_id: tail_rarity_structure
+-- canonical_subitem_id: tail_set_consistency
+-- intended_facet_id: low_support_extremes
+-- variant_semantic_role: rare_extreme_view
+-- template_id: tpl_threshold_rarity_cdf
+-- query_record_id: v2q_c8_21b0d890d12271cb
+-- problem_id: v2p_c8_f3bf8ea825cc0001
+-- realization_mode: agent
+-- source_kind: agent
+SELECT AVG(CASE WHEN CAST("having_IP_Address" AS REAL) <= 1.0 THEN 1 ELSE 0 END) AS "empirical_cdf_at_threshold"
+FROM "c8";

Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_21b0d890d12271cb/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_threshold_rarity_cdf\nSELECT AVG(CASE WHEN CAST(\"having_IP_Address\" AS REAL) <= 1.0 THEN 1 ELSE 0 END) AS \"empirical_cdf_at_threshold\"\nFROM \"c8\";", "result": "{\"query\": \"-- template_id: tpl_threshold_rarity_cdf\\nSELECT AVG(CASE WHEN CAST(\\\"having_IP_Address\\\" AS REAL) <= 1.0 THEN 1 ELSE 0 END) AS \\\"empirical_cdf_at_threshold\\\"\\nFROM \\\"c8\\\";\", \"columns\": [\"empirical_cdf_at_threshold\"], \"rows\": [{\"empirical_cdf_at_threshold\": 1.0}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.85}"}

Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_21b0d890d12271cb/run_manifest.json

@@ -0,0 +1,87 @@
+{
+  "run_id": "v2_cli_20260502_081223_b",
+  "dataset_id": "c8",
+  "started_at": "2026-05-19T16:04:01.116189+00:00",
+  "ended_at": "2026-05-19T16:04:09.879236+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c8_21b0d890d12271cb",
+    "problem_id": "v2p_c8_f3bf8ea825cc0001",
+    "dataset_id": "c8",
+    "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=having_IP_Address.",
+    "bindings": {
+      "measure_col": "having_IP_Address",
+      "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": 1.0,
+      "time_grain": "month",
+      "lookback_rows": 3,
+      "current_period_start": "'2024-01-01'",
+      "current_period_end": "'2024-04-01'",
+      "previous_period_start": "'2023-10-01'",
+      "previous_period_end": "'2024-01-01'",
+      "drift_ratio_threshold": 0.8
+    },
+    "binding_roles": [
+      "measure_col"
+    ],
+    "coverage_target_min": "5",
+    "runtime_sql_skeleton": "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=9",
+      "sql_variant_index=1/1",
+      "binding_index=116"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 10,
+    "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_b/c8/sql/v2q_c8_21b0d890d12271cb.sql",
+  "usage_summary": {
+    "dataset_id": "c8",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c8_21b0d890d12271cb",
+    "api_calls": 0,
+    "input_tokens": 16494,
+    "cached_input_tokens": 12032,
+    "output_tokens": 344,
+    "total_tokens": 16838,
+    "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": 8755.47,
+    "sql_execution_elapsed_ms_total": 1.85,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_21b0d890d12271cb/cli/conversation.jsonl",
+    "note": "Executed through a local AI CLI with structured usage metadata."
+  }
+}

Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_21b0d890d12271cb/trace.jsonl

@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T16:04:09.876090+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": 8755.47, "started_at": "2026-05-19T16:04:01.119774+00:00", "ended_at": "2026-05-19T16:04:09.875280+00:00", "prompt_metrics": {"chars": 15422, "bytes_utf8": 15422, "lines": 466, "estimated_tokens": null}, "response_metrics": {"chars": 386, "bytes_utf8": 386, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 16494, "cached_input_tokens": 12032, "output_tokens": 344, "reasoning_output_tokens": 236}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_threshold_rarity_cdf\\nSELECT AVG(CASE WHEN CAST(\\\"having_IP_Address\\\" AS REAL) <= 1.0 THEN 1 ELSE 0 END) AS \\\"empirical_cdf_at_threshold\\\"\\nFROM \\\"c8\\\";\",\"notes\":\"Used the provided Threshold Rarity CDF template with measure_col bound to \\\"having_IP_Address\\\" and measure_threshold fixed at 1.0. CAST is applied because the schema stores this field as TEXT.\"}"}

Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_21b0d890d12271cb/usage_summary.json

@@ -0,0 +1,20 @@
+{
+  "dataset_id": "c8",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_c8_21b0d890d12271cb",
+  "api_calls": 0,
+  "input_tokens": 16494,
+  "cached_input_tokens": 12032,
+  "output_tokens": 344,
+  "total_tokens": 16838,
+  "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": 8755.47,
+  "sql_execution_elapsed_ms_total": 1.85,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_21b0d890d12271cb/cli/conversation.jsonl",
+  "note": "Executed through a local AI CLI with structured usage metadata."
+}

Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_2d8133d29d200dac/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=having_Sub_Domain, measure_col=SSLfinal_State.
+Result preview: [{"having_Sub_Domain": "1", "total_measure": 2605}, {"having_Sub_Domain": "-1", "total_measure": 222}, {"having_Sub_Domain": "0", "total_measure": -53}]

Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_2d8133d29d200dac/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: c8
+-- 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_c8_2d8133d29d200dac
+-- problem_id: v2p_c8_7d0145ae2200fd21
+-- realization_mode: agent
+-- source_kind: agent
+SELECT
+  "having_Sub_Domain",
+  SUM(CAST("SSLfinal_State" AS INTEGER)) AS "total_measure"
+FROM "c8"
+GROUP BY "having_Sub_Domain"
+ORDER BY "total_measure" DESC;

Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_2d8133d29d200dac/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\n  \"having_Sub_Domain\",\n  SUM(CAST(\"SSLfinal_State\" AS INTEGER)) AS \"total_measure\"\nFROM \"c8\"\nGROUP BY \"having_Sub_Domain\"\nORDER BY \"total_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_h2o_group_sum.\\nSELECT\\n  \\\"having_Sub_Domain\\\",\\n  SUM(CAST(\\\"SSLfinal_State\\\" AS INTEGER)) AS \\\"total_measure\\\"\\nFROM \\\"c8\\\"\\nGROUP BY \\\"having_Sub_Domain\\\"\\nORDER BY \\\"total_measure\\\" DESC;\", \"columns\": [\"having_Sub_Domain\", \"total_measure\"], \"rows\": [{\"having_Sub_Domain\": \"1\", \"total_measure\": 2605}, {\"having_Sub_Domain\": \"-1\", \"total_measure\": 222}, {\"having_Sub_Domain\": \"0\", \"total_measure\": -53}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 9.02}"}

Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_2d8133d29d200dac/run_manifest.json

@@ -0,0 +1,89 @@
+{
+  "run_id": "v2_cli_20260502_081223_b",
+  "dataset_id": "c8",
+  "started_at": "2026-05-19T15:30:53.947562+00:00",
+  "ended_at": "2026-05-19T15:31:06.875898+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c8_2d8133d29d200dac",
+    "problem_id": "v2p_c8_7d0145ae2200fd21",
+    "dataset_id": "c8",
+    "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=having_Sub_Domain, measure_col=SSLfinal_State.",
+    "bindings": {
+      "group_col": "having_Sub_Domain",
+      "measure_col": "SSLfinal_State",
+      "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": 1.0,
+      "time_grain": "month",
+      "lookback_rows": 3,
+      "current_period_start": "'2024-01-01'",
+      "current_period_end": "'2024-04-01'",
+      "previous_period_start": "'2023-10-01'",
+      "previous_period_end": "'2024-01-01'",
+      "drift_ratio_threshold": 0.8
+    },
+    "binding_roles": [
+      "group_col",
+      "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_b/c8/sql/v2q_c8_2d8133d29d200dac.sql",
+  "usage_summary": {
+    "dataset_id": "c8",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c8_2d8133d29d200dac",
+    "api_calls": 0,
+    "input_tokens": 16509,
+    "cached_input_tokens": 15744,
+    "output_tokens": 358,
+    "total_tokens": 16867,
+    "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": 12913.76,
+    "sql_execution_elapsed_ms_total": 9.02,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_2d8133d29d200dac/cli/conversation.jsonl",
+    "note": "Executed through a local AI CLI with structured usage metadata."
+  }
+}

Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_2d8133d29d200dac/trace.jsonl

@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T15:31:06.864539+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": 12913.76, "started_at": "2026-05-19T15:30:53.949417+00:00", "ended_at": "2026-05-19T15:31:06.863207+00:00", "prompt_metrics": {"chars": 15498, "bytes_utf8": 15498, "lines": 468, "estimated_tokens": null}, "response_metrics": {"chars": 421, "bytes_utf8": 421, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 16509, "cached_input_tokens": 15744, "output_tokens": 358, "reasoning_output_tokens": 243}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_h2o_group_sum.\\nSELECT\\n  \\\"having_Sub_Domain\\\",\\n  SUM(CAST(\\\"SSLfinal_State\\\" AS INTEGER)) AS \\\"total_measure\\\"\\nFROM \\\"c8\\\"\\nGROUP BY \\\"having_Sub_Domain\\\"\\nORDER BY \\\"total_measure\\\" DESC;\",\"notes\":\"Applied the Grouped Numeric Sum template with group_col=\\\"having_Sub_Domain\\\" and measure_col=\\\"SSLfinal_State\\\". CAST is used because the schema stores these numeric-coded values as TEXT.\"}"}

Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_2d8133d29d200dac/usage_summary.json

@@ -0,0 +1,20 @@
+{
+  "dataset_id": "c8",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_c8_2d8133d29d200dac",
+  "api_calls": 0,
+  "input_tokens": 16509,
+  "cached_input_tokens": 15744,
+  "output_tokens": 358,
+  "total_tokens": 16867,
+  "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": 12913.76,
+  "sql_execution_elapsed_ms_total": 9.02,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_2d8133d29d200dac/cli/conversation.jsonl",
+  "note": "Executed through a local AI CLI with structured usage metadata."
+}

Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_341e6b00113e2f82/run_manifest.json

@@ -0,0 +1,72 @@
+{
+  "run_id": "v2_cli_20260502_081223_b",
+  "dataset_id": "c8",
+  "started_at": "2026-05-19T16:01:36.126388+00:00",
+  "ended_at": "2026-05-19T16:01:44.095243+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c8_341e6b00113e2f82",
+    "problem_id": "v2p_c8_fde6cd621be996d7",
+    "dataset_id": "c8",
+    "template_id": "tpl_m4_group_condition_rate",
+    "template_name": "Grouped Condition Rate",
+    "family_id": "conditional_dependency_structure",
+    "canonical_subitem_id": "direction_consistency",
+    "intended_facet_id": "conditional_rate_shift",
+    "variant_semantic_role": "within_group_proportion",
+    "subitem_assignment_source": "planner_selected",
+    "source_kind": "agent",
+    "realization_mode": "agent",
+    "gate_priority": "primary",
+    "extended_family": false,
+    "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=Domain_registeration_length, condition_col=Domain_registeration_length.",
+    "bindings": {
+      "group_col": "Domain_registeration_length",
+      "condition_col": "Domain_registeration_length",
+      "condition_value": "1",
+      "positive_value": "-1",
+      "negative_value": "1",
+      "top_k": 16,
+      "top_n": 5,
+      "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": -1.0,
+      "time_grain": "month",
+      "lookback_rows": 3,
+      "current_period_start": "'2024-01-01'",
+      "current_period_end": "'2024-04-01'",
+      "previous_period_start": "'2023-10-01'",
+      "previous_period_end": "'2024-01-01'",
+      "drift_ratio_threshold": 0.8
+    },
+    "binding_roles": [
+      "group_col",
+      "condition_col"
+    ],
+    "coverage_target_min": "5",
+    "runtime_sql_skeleton": "SELECT {group_col},\n       AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;",
+    "notes": [
+      "default_facets=conditional_rate_shift",
+      "template_selection_mode=rule",
+      "problem_index_within_template=6",
+      "sql_variant_index=2/2",
+      "binding_index=101"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 9,
+    "problem_index_within_template": 6,
+    "sql_variant_index": 2,
+    "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/c8/artifacts/v2q_c8_341e6b00113e2f82/trace.jsonl

@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:01:39.464700+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": 3335.65, "started_at": "2026-05-19T16:01:36.128254+00:00", "ended_at": "2026-05-19T16:01:39.463932+00:00", "prompt_metrics": {"chars": 15788, "bytes_utf8": 15788, "lines": 471, "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\":\"019e40f8-a087-7b01-9203-1c7e69b1d33e\"}\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": "2026-05-19T16:01:44.095102+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": 3628.05, "started_at": "2026-05-19T16:01:40.465882+00:00", "ended_at": "2026-05-19T16:01:44.093971+00:00", "prompt_metrics": {"chars": 15788, "bytes_utf8": 15788, "lines": 471, "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\":\"019e40f8-b181-7c53-88c5-e51410fb3753\"}\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/c8/artifacts/v2q_c8_36a7003b68a97bc1/run_manifest.json

@@ -0,0 +1,69 @@
+{
+  "run_id": "v2_cli_20260502_081223_b",
+  "dataset_id": "c8",
+  "started_at": "2026-05-19T15:56:51.719799+00:00",
+  "ended_at": "2026-05-19T15:57:13.699676+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c8_36a7003b68a97bc1",
+    "problem_id": "v2p_c8_55339bd3b5d5a93b",
+    "dataset_id": "c8",
+    "template_id": "tpl_grouped_percentile_point",
+    "template_name": "Grouped Percentile Point",
+    "family_id": "tail_rarity_structure",
+    "canonical_subitem_id": "tail_concentration_consistency",
+    "intended_facet_id": "rare_target_concentration",
+    "variant_semantic_role": "focused_target_view",
+    "subitem_assignment_source": "planner_selected",
+    "source_kind": "agent",
+    "realization_mode": "agent",
+    "gate_priority": "primary",
+    "extended_family": false,
+    "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=Links_pointing_to_page, measure_col=double_slash_redirecting.",
+    "bindings": {
+      "group_col": "Links_pointing_to_page",
+      "measure_col": "double_slash_redirecting",
+      "top_k": 10,
+      "top_n": 5,
+      "num_tiles": 10,
+      "percentile_value": 0.95,
+      "z_threshold": 2.0,
+      "fraction_threshold": 0.1,
+      "baseline_multiplier": 1.5,
+      "baseline_fraction": 0.1,
+      "min_group_size": 5,
+      "min_support": 5,
+      "measure_threshold": 1.0,
+      "time_grain": "month",
+      "lookback_rows": 3,
+      "current_period_start": "'2024-01-01'",
+      "current_period_end": "'2024-04-01'",
+      "previous_period_start": "'2023-10-01'",
+      "previous_period_end": "'2024-01-01'",
+      "drift_ratio_threshold": 0.8
+    },
+    "binding_roles": [
+      "group_col",
+      "measure_col"
+    ],
+    "coverage_target_min": "5",
+    "runtime_sql_skeleton": "SELECT {group_col},\n       PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;",
+    "notes": [
+      "default_facets=rare_target_concentration",
+      "template_selection_mode=rule",
+      "problem_index_within_template=7",
+      "sql_variant_index=1/2",
+      "binding_index=90"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 8,
+    "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_b/c8/artifacts/v2q_c8_36a7003b68a97bc1/trace.jsonl

@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T15:57:09.419373+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": 17697.06, "started_at": "2026-05-19T15:56:51.721300+00:00", "ended_at": "2026-05-19T15:57:09.418392+00:00", "prompt_metrics": {"chars": 15706, "bytes_utf8": 15706, "lines": 468, "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\":\"019e40f4-4987-7771-b033-11bb266b7490\"}\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": "2026-05-19T15:57:13.699522+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": 3277.68, "started_at": "2026-05-19T15:57:10.420339+00:00", "ended_at": "2026-05-19T15:57:13.698053+00:00", "prompt_metrics": {"chars": 15706, "bytes_utf8": 15706, "lines": 468, "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\":\"019e40f4-92ad-7242-81b5-b561140ae0da\"}\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/c8/artifacts/v2q_c8_4f67e06331af9529/trace.jsonl

@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T15:50:36.029432+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": 9754.22, "started_at": "2026-05-19T15:50:26.274209+00:00", "ended_at": "2026-05-19T15:50:36.028456+00:00", "prompt_metrics": {"chars": 16026, "bytes_utf8": 16026, "lines": 468, "estimated_tokens": null}, "response_metrics": {"chars": 626, "bytes_utf8": 626, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 16639, "cached_input_tokens": 15744, "output_tokens": 404, "reasoning_output_tokens": 243}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tpch_relative_total_threshold\\nWITH grouped AS (\\n    SELECT \\\"Redirect\\\", SUM(CAST(\\\"DNSRecord\\\" AS REAL)) AS group_value\\n    FROM \\\"c8\\\"\\n    GROUP BY \\\"Redirect\\\"\\n), total AS (\\n    SELECT SUM(group_value) AS total_value\\n    FROM grouped\\n)\\nSELECT g.\\\"Redirect\\\", 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\":\"Used the planned Relative-to-Total Extreme Threshold template with group_col=\\\"Redirect\\\" and measure_col=\\\"DNSRecord\\\". CAST was added because the schema stores feature values as TEXT.\"}"}

Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_5fcadb9b6ea1fa53/final_answer.txt

@@ -0,0 +1 @@
+{"row_count": null, "preview_rows": [{"value_label": "1", "support": 9553, "support_share": 0.8641338760741746, "cumulative_support": 9553}, {"value_label": "-1", "support": 1502, "support_share": 0.13586612392582542, "cumulative_support": 11055}]}

Query/sql/v2/runs/v2_cli_20260502_081223_b/c8/artifacts/v2q_c8_5fcadb9b6ea1fa53/generated_sql.sql

@@ -0,0 +1,28 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: c8
+-- family_id: 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_c8_5fcadb9b6ea1fa53
+-- problem_id: v2p_c8_43202f3229da6389
+-- realization_mode: deterministic
+-- source_kind: deterministic
+WITH grouped AS (
+    SELECT "port" AS value_label, COUNT(*) AS support
+    FROM "c8"
+    GROUP BY "port"
+), 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_b/c8/artifacts/v2q_c8_7fca0b5d41b8cae3/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_m4_window_partition_avg\nSELECT DISTINCT \"Links_in_tags\",\n       AVG(CAST(\"DNSRecord\" AS REAL)) OVER (PARTITION BY \"Links_in_tags\") AS avg_measure\nFROM \"c8\"\nWHERE \"Links_in_tags\" IS NOT NULL\n  AND \"DNSRecord\" IS NOT NULL\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"Links_in_tags\\\",\\n       AVG(CAST(\\\"DNSRecord\\\" AS REAL)) OVER (PARTITION BY \\\"Links_in_tags\\\") AS avg_measure\\nFROM \\\"c8\\\"\\nWHERE \\\"Links_in_tags\\\" IS NOT NULL\\n  AND \\\"DNSRecord\\\" IS NOT NULL\\nORDER BY avg_measure DESC;\", \"columns\": [\"Links_in_tags\", \"avg_measure\"], \"rows\": [{\"Links_in_tags\": \"0\", \"avg_measure\": 0.4349291975724882}, {\"Links_in_tags\": \"-1\", \"avg_measure\": 0.3827098078867543}, {\"Links_in_tags\": \"1\", \"avg_measure\": 0.27169811320754716}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 50.03}"}