Add files using upload-large-folder tool

Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_00ffe5b96316b6f4/cli/sql_attempt_1.metadata.json

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+}

Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_00ffe5b96316b6f4/cli/sql_attempt_2.metadata.json

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Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_00ffe5b96316b6f4/cli/sql_response_attempt_1.raw.txt

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Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_00ffe5b96316b6f4/cli/sql_response_attempt_1.txt

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Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_00ffe5b96316b6f4/cli/sql_response_attempt_2.raw.txt

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Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_00ffe5b96316b6f4/cli/sql_response_attempt_2.txt

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+{"type":"turn.started"}
+{"type":"error","message":"Quota exceeded. Check your plan and billing details."}
+{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}}

Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_01c0e2bb27deb5d5/run_manifest.json

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+  "dataset_id": "n8",
+  "started_at": "2026-05-19T16:08:04.462156+00:00",
+  "ended_at": "2026-05-19T16:08:12.500361+00:00",
+  "status": "failed",
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+    "query_record_id": "v2q_n8_01c0e2bb27deb5d5",
+    "problem_id": "v2p_n8_a2804cb0ccb4cf4f",
+    "dataset_id": "n8",
+    "template_id": "tpl_m4_quantile_tail_slice",
+    "template_name": "Quantile Tail Slice",
+    "family_id": "tail_rarity_structure",
+    "canonical_subitem_id": "tail_set_consistency",
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+    "subitem_assignment_source": "planner_selected",
+    "source_kind": "agent",
+    "realization_mode": "agent",
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+    "extended_family": false,
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+      "measure_col": "feature_71",
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+      "percentile_value": 0.95,
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+      "current_period_start": "'2024-01-01'",
+      "current_period_end": "'2024-04-01'",
+      "previous_period_start": "'2023-10-01'",
+      "previous_period_end": "'2024-01-01'",
+      "drift_ratio_threshold": 0.8
+    },
+    "binding_roles": [
+      "measure_col"
+    ],
+    "coverage_target_min": "5",
+    "runtime_sql_skeleton": "WITH buckets AS (\n    SELECT {measure_col},\n           NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n    FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;",
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+      "default_facets=low_support_extremes",
+      "template_selection_mode=rule",
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+      "sql_variant_index=1/1",
+      "binding_index=66"
+    ],
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+  "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/n8/artifacts/v2q_n8_01c0e2bb27deb5d5/trace.jsonl

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Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_0240fe36d3171065/cli/sql_attempt_2.metadata.json

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Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_0240fe36d3171065/cli/sql_response_attempt_1.raw.txt

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Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_0240fe36d3171065/cli/sql_response_attempt_1.txt

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Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_0240fe36d3171065/cli/sql_response_attempt_2.raw.txt

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+{"type":"error","message":"Reconnecting... 1/5 (stream disconnected before completion: Rate limit reached for gpt-5.4 in organization org-yXK0mBGOR7eXhtGEx8v7e3bf on tokens per min (TPM): Limit 2000000, Used 1995316, Requested 89388. Please try again in 2.541s. Visit https://platform.openai.com/account/rate-limits to learn more.)"}
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+{"type":"error","message":"Reconnecting... 4/5 (stream disconnected before completion: Rate limit reached for gpt-5.4 in organization org-yXK0mBGOR7eXhtGEx8v7e3bf on tokens per min (TPM): Limit 2000000, Used 1940201, Requested 89388. Please try again in 887ms. Visit https://platform.openai.com/account/rate-limits to learn more.)"}
+{"type":"error","message":"Reconnecting... 5/5 (stream disconnected before completion: Rate limit reached for gpt-5.4 in organization org-yXK0mBGOR7eXhtGEx8v7e3bf on tokens per min (TPM): Limit 2000000, Used 1933873, Requested 89388. Please try again in 697ms. Visit https://platform.openai.com/account/rate-limits to learn more.)"}
+{"type":"error","message":"stream disconnected before completion: Rate limit reached for gpt-5.4 in organization org-yXK0mBGOR7eXhtGEx8v7e3bf on tokens per min (TPM): Limit 2000000, Used 1997918, Requested 89388. Please try again in 2.619s. Visit https://platform.openai.com/account/rate-limits to learn more."}
+{"type":"turn.failed","error":{"message":"stream disconnected before completion: Rate limit reached for gpt-5.4 in organization org-yXK0mBGOR7eXhtGEx8v7e3bf on tokens per min (TPM): Limit 2000000, Used 1997918, Requested 89388. Please try again in 2.619s. Visit https://platform.openai.com/account/rate-limits to learn more."}}

Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_0240fe36d3171065/cli/sql_response_attempt_2.txt

@@ -0,0 +1,13 @@
+{"type":"thread.started","thread_id":"019e40df-93bf-7b31-bf77-35efd6250c0a"}
+{"type":"turn.started"}
+{"type":"error","message":"Reconnecting... 2/5 (stream disconnected before completion: Rate limit reached for gpt-5.4 in organization org-yXK0mBGOR7eXhtGEx8v7e3bf on tokens per min (TPM): Limit 2000000, Used 1964314, Requested 89388. Please try again in 1.611s. Visit https://platform.openai.com/account/rate-limits to learn more.)"}
+{"type":"error","message":"Reconnecting... 3/5 (stream disconnected before completion: Rate limit reached for gpt-5.4 in organization org-yXK0mBGOR7eXhtGEx8v7e3bf on tokens per min (TPM): Limit 2000000, Used 1972003, Requested 89388. Please try again in 1.841s. Visit https://platform.openai.com/account/rate-limits to learn more.)"}
+{"type":"error","message":"Reconnecting... 4/5 (stream disconnected before completion: Rate limit reached for gpt-5.4 in organization org-yXK0mBGOR7eXhtGEx8v7e3bf on tokens per min (TPM): Limit 2000000, Used 1991481, Requested 89388. Please try again in 2.426s. Visit https://platform.openai.com/account/rate-limits to learn more.)"}
+{"type":"error","message":"Reconnecting... 5/5 (stream disconnected before completion: Rate limit reached for gpt-5.4 in organization org-yXK0mBGOR7eXhtGEx8v7e3bf on tokens per min (TPM): Limit 2000000, Used 1967682, Requested 89388. Please try again in 1.712s. Visit https://platform.openai.com/account/rate-limits to learn more.)"}
+{"type":"error","message":"Reconnecting... 1/5 (stream disconnected before completion: Rate limit reached for gpt-5.4 in organization org-yXK0mBGOR7eXhtGEx8v7e3bf on tokens per min (TPM): Limit 2000000, Used 1995316, Requested 89388. Please try again in 2.541s. Visit https://platform.openai.com/account/rate-limits to learn more.)"}
+{"type":"error","message":"Reconnecting... 2/5 (stream disconnected before completion: Rate limit reached for gpt-5.4 in organization org-yXK0mBGOR7eXhtGEx8v7e3bf on tokens per min (TPM): Limit 2000000, Used 1950212, Requested 89388. Please try again in 1.188s. Visit https://platform.openai.com/account/rate-limits to learn more.)"}
+{"type":"error","message":"Reconnecting... 3/5 (stream disconnected before completion: Rate limit reached for gpt-5.4 in organization org-yXK0mBGOR7eXhtGEx8v7e3bf on tokens per min (TPM): Limit 2000000, Used 1971082, Requested 89388. Please try again in 1.814s. Visit https://platform.openai.com/account/rate-limits to learn more.)"}
+{"type":"error","message":"Reconnecting... 4/5 (stream disconnected before completion: Rate limit reached for gpt-5.4 in organization org-yXK0mBGOR7eXhtGEx8v7e3bf on tokens per min (TPM): Limit 2000000, Used 1940201, Requested 89388. Please try again in 887ms. Visit https://platform.openai.com/account/rate-limits to learn more.)"}
+{"type":"error","message":"Reconnecting... 5/5 (stream disconnected before completion: Rate limit reached for gpt-5.4 in organization org-yXK0mBGOR7eXhtGEx8v7e3bf on tokens per min (TPM): Limit 2000000, Used 1933873, Requested 89388. Please try again in 697ms. Visit https://platform.openai.com/account/rate-limits to learn more.)"}
+{"type":"error","message":"stream disconnected before completion: Rate limit reached for gpt-5.4 in organization org-yXK0mBGOR7eXhtGEx8v7e3bf on tokens per min (TPM): Limit 2000000, Used 1997918, Requested 89388. Please try again in 2.619s. Visit https://platform.openai.com/account/rate-limits to learn more."}
+{"type":"turn.failed","error":{"message":"stream disconnected before completion: Rate limit reached for gpt-5.4 in organization org-yXK0mBGOR7eXhtGEx8v7e3bf on tokens per min (TPM): Limit 2000000, Used 1997918, Requested 89388. Please try again in 2.619s. Visit https://platform.openai.com/account/rate-limits to learn more."}}

Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_02cd3911d9f9ba9f/run_manifest.json

@@ -0,0 +1,69 @@
+{
+  "run_id": "v2_cli_20260502_081223_a",
+  "dataset_id": "n8",
+  "started_at": "2026-05-19T15:31:08.337473+00:00",
+  "ended_at": "2026-05-19T15:33:13.766693+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_n8_02cd3911d9f9ba9f",
+    "problem_id": "v2p_n8_348c827664c7db40",
+    "dataset_id": "n8",
+    "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=feature_43, measure_col=feature_3.",
+    "bindings": {
+      "group_col": "feature_43",
+      "measure_col": "feature_3",
+      "top_k": 17,
+      "top_n": 6,
+      "num_tiles": 10,
+      "percentile_value": 0.9,
+      "z_threshold": 2.0,
+      "fraction_threshold": 0.05,
+      "baseline_multiplier": 1.75,
+      "baseline_fraction": 0.1,
+      "min_group_size": 5,
+      "min_support": 4,
+      "measure_threshold": 2211.6667,
+      "time_grain": "month",
+      "lookback_rows": 3,
+      "current_period_start": "'2024-01-01'",
+      "current_period_end": "'2024-04-01'",
+      "previous_period_start": "'2023-10-01'",
+      "previous_period_end": "'2024-01-01'",
+      "drift_ratio_threshold": 0.8
+    },
+    "binding_roles": [
+      "group_col",
+      "measure_col"
+    ],
+    "coverage_target_min": "5",
+    "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;",
+    "notes": [
+      "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast",
+      "template_selection_mode=rule",
+      "problem_index_within_template=3",
+      "sql_variant_index=2/2",
+      "binding_index=2"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 1,
+    "problem_index_within_template": 3,
+    "sql_variant_index": 2,
+    "sql_variant_total": 2
+  },
+  "mode": "subitem_workload_v2",
+  "sql_source_version": "v2",
+  "sql_source_label": "v2_current",
+  "error": "AI CLI command failed with exit code 1: "
+}

Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_02cd3911d9f9ba9f/trace.jsonl

@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T15:32:07.657780+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": 59288.72, "started_at": "2026-05-19T15:31:08.367599+00:00", "ended_at": "2026-05-19T15:32:07.656343+00:00", "prompt_metrics": {"chars": 254590, "bytes_utf8": 254590, "lines": 7212, "estimated_tokens": null}, "response_metrics": {"chars": 3745, "bytes_utf8": 3745, "lines": 13, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40dc-bce1-7f10-b111-0decd16c7ffa\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Reconnecting... 2/5 (stream disconnected before completion: Rate limit reached for gpt-5.4 in organization org-yXK0mBGOR7eXhtGEx8v7e3bf on tokens per min (TPM): Limit 2000000, Used 1987223, Requested 89388. Please try again in 2.298s. Visit https://platform.openai.com/account/rate-limits to learn more.)\"}\n{\"type\":\"error\",\"message\":\"Reconnecting... 3/5 (stream disconnected before completion: Rate limit reached for gpt-5.4 in organization org-yXK0mBGOR7eXhtGEx8v7e3bf on tokens per min (TPM): Limit 2000000, Used 1985749, Requested 89388. Please try again in 2.254s. Visit https://platform.openai.com/account/rate-limits to learn more.)\"}\n{\"type\":\"error\",\"message\":\"Reconnecting... 4/5 (stream disconnected before completion: Rate limit reached for gpt-5.4 in organization org-yXK0mBGOR7eXhtGEx8v7e3bf on tokens per min (TPM): Limit 2000000, Used 1935184, Requested 8938", "error": "AI CLI command failed with exit code 1: "}
+{"timestamp": "2026-05-19T15:33:13.766592+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": 65097.03, "started_at": "2026-05-19T15:32:08.668269+00:00", "ended_at": "2026-05-19T15:33:13.765343+00:00", "prompt_metrics": {"chars": 254590, "bytes_utf8": 254590, "lines": 7212, "estimated_tokens": null}, "response_metrics": {"chars": 3746, "bytes_utf8": 3746, "lines": 13, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40dd-a889-7c72-ab06-04b6ae86ebe9\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Reconnecting... 2/5 (stream disconnected before completion: Rate limit reached for gpt-5.4 in organization org-yXK0mBGOR7eXhtGEx8v7e3bf on tokens per min (TPM): Limit 2000000, Used 2000000, Requested 89388. Please try again in 2.681s. Visit https://platform.openai.com/account/rate-limits to learn more.)\"}\n{\"type\":\"error\",\"message\":\"Reconnecting... 3/5 (stream disconnected before completion: Rate limit reached for gpt-5.4 in organization org-yXK0mBGOR7eXhtGEx8v7e3bf on tokens per min (TPM): Limit 2000000, Used 1980446, Requested 89388. Please try again in 2.095s. Visit https://platform.openai.com/account/rate-limits to learn more.)\"}\n{\"type\":\"error\",\"message\":\"Reconnecting... 4/5 (stream disconnected before completion: Rate limit reached for gpt-5.4 in organization org-yXK0mBGOR7eXhtGEx8v7e3bf on tokens per min (TPM): Limit 2000000, Used 1970085, Requested 8938", "error": "AI CLI command failed with exit code 1: "}

Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_02f135276bc056e2/final_answer.txt

@@ -0,0 +1,2 @@
+SQL executed successfully for: Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=feature_210, measure_col=feature_27.
+Result preview: [{"feature_210": "46.15", "feature_29": "72.7111", "total_measure": 1.994, "share_within_group": 100.0}, {"feature_210": "0", "feature_29": "68.2", "total_measure": 15.7803, "share_within_group": 0.522532407486204}, {"feature_210": "0", "feature_29": "69.4222", "total_measure": 13.7991, "share_within_group": 0.45692901555375226}, {"feature_210": "0", "feature_29": "70.5111", "total_measure": 13.6783, "share_within_group": 0.45292897025522605}, {"feature_210": "0", "feature_29": "68.7667", "total_measure": 13.667, "share_within_group": 0.45255479383243347}] Results were truncated.

Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_02f135276bc056e2/generated_sql.sql

@@ -0,0 +1,23 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: n8
+-- family_id: conditional_dependency_structure
+-- canonical_subitem_id: dependency_strength_similarity
+-- intended_facet_id: pairwise_conditional_dependency
+-- variant_semantic_role: within_group_proportion
+-- template_id: tpl_tpcds_within_group_share
+-- query_record_id: v2q_n8_02f135276bc056e2
+-- problem_id: v2p_n8_db950b4a0388f2bb
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "feature_210", "feature_29",
+       SUM(CAST(NULLIF("feature_27", '') AS REAL)) AS total_measure,
+       SUM(CAST(NULLIF("feature_27", '') AS REAL)) * 100.0 /
+       SUM(SUM(CAST(NULLIF("feature_27", '') AS REAL))) OVER (PARTITION BY "feature_210") AS share_within_group
+FROM "n8"
+WHERE NULLIF("feature_27", '') IS NOT NULL
+  AND NULLIF("feature_210", '') IS NOT NULL
+  AND NULLIF("feature_29", '') IS NOT NULL
+GROUP BY "feature_210", "feature_29"
+ORDER BY share_within_group DESC;

Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_02f135276bc056e2/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 \"feature_210\", \"feature_29\",\n       SUM(CAST(NULLIF(\"feature_27\", '') AS REAL)) AS total_measure,\n       SUM(CAST(NULLIF(\"feature_27\", '') AS REAL)) * 100.0 /\n       SUM(SUM(CAST(NULLIF(\"feature_27\", '') AS REAL))) OVER (PARTITION BY \"feature_210\") AS share_within_group\nFROM \"n8\"\nWHERE NULLIF(\"feature_27\", '') IS NOT NULL\n  AND NULLIF(\"feature_210\", '') IS NOT NULL\n  AND NULLIF(\"feature_29\", '') IS NOT NULL\nGROUP BY \"feature_210\", \"feature_29\"\nORDER BY share_within_group DESC;", "result": "{\"query\": \"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"feature_210\\\", \\\"feature_29\\\",\\n       SUM(CAST(NULLIF(\\\"feature_27\\\", '') AS REAL)) AS total_measure,\\n       SUM(CAST(NULLIF(\\\"feature_27\\\", '') AS REAL)) * 100.0 /\\n       SUM(SUM(CAST(NULLIF(\\\"feature_27\\\", '') AS REAL))) OVER (PARTITION BY \\\"feature_210\\\") AS share_within_group\\nFROM \\\"n8\\\"\\nWHERE NULLIF(\\\"feature_27\\\", '') IS NOT NULL\\n  AND NULLIF(\\\"feature_210\\\", '') IS NOT NULL\\n  AND NULLIF(\\\"feature_29\\\", '') IS NOT NULL\\nGROUP BY \\\"feature_210\\\", \\\"feature_29\\\"\\nORDER BY share_within_group DESC;\", \"columns\": [\"feature_210\", \"feature_29\", \"total_measure\", \"share_within_group\"], \"rows\": [{\"feature_210\": \"46.15\", \"feature_29\": \"72.7111\", \"total_measure\": 1.994, \"share_within_group\": 100.0}, {\"feature_210\": \"0\", \"feature_29\": \"68.2\", \"total_measure\": 15.7803, \"share_within_group\": 0.522532407486204}, {\"feature_210\": \"0\", \"feature_29\": \"69.4222\", \"total_measure\": 13.7991, \"share_within_group\": 0.45692901555375226}, {\"feature_210\": \"0\", \"feature_29\": \"70.5111\", \"total_measure\": 13.6783, \"share_within_group\": 0.45292897025522605}, {\"feature_210\": \"0\", \"feature_29\": \"68.7667\", \"total_measure\": 13.667, \"share_within_group\": 0.45255479383243347}, {\"feature_210\": \"0\", \"feature_29\": \"69.0667\", \"total_measure\": 12.002, \"share_within_group\": 0.39742171914662083}, {\"feature_210\": \"0\", \"feature_29\": \"67.6333\", \"total_measure\": 11.975, \"share_within_group\": 0.39652766928685085}, {\"feature_210\": \"0\", \"feature_29\": \"68\", \"total_measure\": 11.924, \"share_within_group\": 0.39483890844061875}, {\"feature_210\": \"0\", \"feature_29\": \"68.5444\", \"total_measure\": 11.7396, \"share_within_group\": 0.3887328790279678}, {\"feature_210\": \"0\", \"feature_29\": \"67.2667\", \"total_measure\": 11.6619, \"share_within_group\": 0.38616000220929647}, {\"feature_210\": \"0\", \"feature_29\": \"68.6111\", \"total_measure\": 9.975100000000001, \"share_within_group\": 0.3303050650441141}, {\"feature_210\": \"0\", \"feature_29\": \"73.1222\", \"total_measure\": 9.9241, \"share_within_group\": 0.32861630419788196}, {\"feature_210\": \"0\", \"feature_29\": \"68.0889\", \"total_measure\": 9.8622, \"share_within_group\": 0.32656661211196497}, {\"feature_210\": \"0\", \"feature_29\": \"68.4333\", \"total_measure\": 9.8588, \"share_within_group\": 0.3264540280555495}, {\"feature_210\": \"0\", \"feature_29\": \"69.9333\", \"total_measure\": 9.8538, \"share_within_group\": 0.32628846326670324}, {\"feature_210\": \"0\", \"feature_29\": \"67.4778\", \"total_measure\": 9.8284, \"share_within_group\": 0.32544739413936413}, {\"feature_210\": \"0\", \"feature_29\": \"68.0444\", \"total_measure\": 9.8234, \"share_within_group\": 0.3252818293505178}, {\"feature_210\": \"0\", \"feature_29\": \"69.3778\", \"total_measure\": 9.787, \"share_within_group\": 0.3240765176877169}, {\"feature_210\": \"0\", \"feature_29\": \"69.0111\", \"total_measure\": 9.7458, \"share_within_group\": 0.32271226382762347}, {\"feature_210\": \"0\", \"feature_29\": \"67.5222\", \"total_measure\": 9.684, \"share_within_group\": 0.3206658830374834}, {\"feature_210\": \"0\", \"feature_29\": \"68.7\", \"total_measure\": 9.6305, \"share_within_group\": 0.31889433979682813}, {\"feature_210\": \"0\", \"feature_29\": \"68.9444\", \"total_measure\": 9.5698, \"share_within_group\": 0.31688438326023427}, {\"feature_210\": \"0\", \"feature_29\": \"67.4222\", \"total_measure\": 8.0358, \"share_within_group\": 0.26608910604219427}, {\"feature_210\": \"0\", \"feature_29\": \"66.6889\", \"total_measure\": 8.014, \"share_within_group\": 0.26536724356282443}, {\"feature_210\": \"0\", \"feature_29\": \"67.9778\", \"total_measure\": 8.0127, \"share_within_group\": 0.26532419671772445}, {\"feature_210\": \"0\", \"feature_29\": \"68.0778\", \"total_measure\": 8.0094, \"share_within_group\": 0.26521492395708585}, {\"feature_210\": \"0\", \"feature_29\": \"66.9333\", \"total_measure\": 7.9888, \"share_within_group\": 0.2645327970270392}, {\"feature_210\": \"0\", \"feature_29\": \"74.4444\", \"total_measure\": 7.9793, \"share_within_group\": 0.26421822392823124}, {\"feature_210\": \"0\", \"feature_29\": \"69.9556\", \"total_measure\": 7.9783, \"share_within_group\": 0.264185110970462}, {\"feature_210\": \"0\", \"feature_29\": \"67.5333\", \"total_measure\": 7.9678, \"share_within_group\": 0.26383742491388484}, {\"feature_210\": \"0\", \"feature_29\": \"69.2\", \"total_measure\": 7.9676, \"share_within_group\": 0.2638308023223309}, {\"feature_210\": \"0\", \"feature_29\": \"72.4889\", \"total_measure\": 7.946, \"share_within_group\": 0.263115562434515}, {\"feature_210\": \"0\", \"feature_29\": \"70.1667\", \"total_measure\": 7.9433, \"share_within_group\": 0.26302615744853797}, {\"feature_210\": \"0\", \"feature_29\": \"68.1333\", \"total_measure\": 7.9421, \"share_within_group\": 0.2629864218992149}, {\"feature_210\": \"0\", \"feature_29\": \"67.2778\", \"total_measure\": 7.9350000000000005, \"share_within_group\": 0.26275131989905315}, {\"feature_210\": \"0\", \"feature_29\": \"66.2556\", \"total_measure\": 7.925, \"share_within_group\": 0.2624201903213606}, {\"feature_210\": \"0\", \"feature_29\": \"69.1\", \"total_measure\": 7.8995, \"share_within_group\": 0.2615758098982445}, {\"feature_210\": \"0\", \"feature_29\": \"68.3222\", \"total_measure\": 7.8959, \"share_within_group\": 0.26145660325027525}, {\"feature_210\": \"0\", \"feature_29\": \"74.0111\", \"total_measure\": 7.8801, \"share_within_group\": 0.26093341851752094}, {\"feature_210\": \"0\", \"feature_29\": \"68.1111\", \"total_measure\": 7.878, \"share_within_group\": 0.2608638813062055}, {\"feature_210\": \"0\", \"feature_29\": \"66.8222\", \"total_measure\": 7.8772, \"share_within_group\": 0.26083739093999014}, {\"feature_210\": \"0\", \"feature_29\": \"68.1667\", \"total_measure\": 7.8672, \"share_within_group\": 0.26050626136229754}, {\"feature_210\": \"0\", \"feature_29\": \"70.9778\", \"total_measure\": 7.8642, \"share_within_group\": 0.2604069224889898}, {\"feature_210\": \"0\", \"feature_29\": \"70.1889\", \"total_measure\": 7.8634, \"share_within_group\": 0.2603804321227744}, {\"feature_210\": \"0\", \"feature_29\": \"70.5333\", \"total_measure\": 7.8622000000000005, \"share_within_group\": 0.26034069657345127}, {\"feature_210\": \"0\", \"feature_29\": \"67.3\", \"total_measure\": 7.8622, \"share_within_group\": 0.2603406965734512}, {\"feature_210\": \"0\", \"feature_29\": \"68.9\", \"total_measure\": 7.8614999999999995, \"share_within_group\": 0.2603175175030128}, {\"feature_210\": \"0\", \"feature_29\": \"67.3778\", \"total_measure\": 7.8577, \"share_within_group\": 0.2601916882634896}, {\"feature_210\": \"0\", \"feature_29\": \"72.2667\", \"total_measure\": 7.8512, \"share_within_group\": 0.25997645403798947}, {\"feature_210\": \"0\", \"feature_29\": \"69.9\", \"total_measure\": 7.839, \"share_within_group\": 0.25957247595320454}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 7.91}"}

Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_02f135276bc056e2/run_manifest.json

@@ -0,0 +1,91 @@
+{
+  "run_id": "v2_cli_20260502_081223_a",
+  "dataset_id": "n8",
+  "started_at": "2026-05-19T15:53:56.947195+00:00",
+  "ended_at": "2026-05-19T15:54:19.416588+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_n8_02f135276bc056e2",
+    "problem_id": "v2p_n8_db950b4a0388f2bb",
+    "dataset_id": "n8",
+    "template_id": "tpl_tpcds_within_group_share",
+    "template_name": "Within-Group Share of Total",
+    "family_id": "conditional_dependency_structure",
+    "canonical_subitem_id": "dependency_strength_similarity",
+    "intended_facet_id": "pairwise_conditional_dependency",
+    "variant_semantic_role": "within_group_proportion",
+    "subitem_assignment_source": "planner_selected",
+    "source_kind": "agent",
+    "realization_mode": "agent",
+    "gate_priority": "primary",
+    "extended_family": false,
+    "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=feature_210, measure_col=feature_27.",
+    "bindings": {
+      "group_col": "feature_210",
+      "measure_col": "feature_27",
+      "item_col": "feature_29",
+      "top_k": 15,
+      "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": 1.966488,
+      "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=2",
+      "sql_variant_index=2/2",
+      "binding_index=25"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 3,
+    "problem_index_within_template": 2,
+    "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/n8/sql/v2q_n8_02f135276bc056e2.sql",
+  "usage_summary": {
+    "dataset_id": "n8",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_n8_02f135276bc056e2",
+    "api_calls": 0,
+    "input_tokens": 88872,
+    "cached_input_tokens": 12032,
+    "output_tokens": 871,
+    "total_tokens": 89743,
+    "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": 22423.15,
+    "sql_execution_elapsed_ms_total": 7.91,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_02f135276bc056e2/cli/conversation.jsonl",
+    "note": "Executed through a local AI CLI with structured usage metadata."
+  }
+}

Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_02f135276bc056e2/trace.jsonl

@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T15:54:19.406899+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": 22423.15, "started_at": "2026-05-19T15:53:56.982258+00:00", "ended_at": "2026-05-19T15:54:19.405439+00:00", "prompt_metrics": {"chars": 255006, "bytes_utf8": 255006, "lines": 7214, "estimated_tokens": null}, "response_metrics": {"chars": 830, "bytes_utf8": 830, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 88872, "cached_input_tokens": 12032, "output_tokens": 871, "reasoning_output_tokens": 636}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"feature_210\\\", \\\"feature_29\\\",\\n       SUM(CAST(NULLIF(\\\"feature_27\\\", '') AS REAL)) AS total_measure,\\n       SUM(CAST(NULLIF(\\\"feature_27\\\", '') AS REAL)) * 100.0 /\\n       SUM(SUM(CAST(NULLIF(\\\"feature_27\\\", '') AS REAL))) OVER (PARTITION BY \\\"feature_210\\\") AS share_within_group\\nFROM \\\"n8\\\"\\nWHERE NULLIF(\\\"feature_27\\\", '') IS NOT NULL\\n  AND NULLIF(\\\"feature_210\\\", '') IS NOT NULL\\n  AND NULLIF(\\\"feature_29\\\", '') IS NOT NULL\\nGROUP BY \\\"feature_210\\\", \\\"feature_29\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Uses the requested template with group_col=\\\"feature_210\\\", item_col=\\\"feature_29\\\", and measure_col=\\\"feature_27\\\". Since the schema stores fields as TEXT, blank strings are filtered out and \\\"feature_27\\\" is cast to REAL before aggregation.\"}"}

Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_02f135276bc056e2/usage_summary.json

@@ -0,0 +1,20 @@
+{
+  "dataset_id": "n8",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_n8_02f135276bc056e2",
+  "api_calls": 0,
+  "input_tokens": 88872,
+  "cached_input_tokens": 12032,
+  "output_tokens": 871,
+  "total_tokens": 89743,
+  "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": 22423.15,
+  "sql_execution_elapsed_ms_total": 7.91,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_02f135276bc056e2/cli/conversation.jsonl",
+  "note": "Executed through a local AI CLI with structured usage metadata."
+}

Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_04dcf8834905640b/run_manifest.json

@@ -0,0 +1,69 @@
+{
+  "run_id": "v2_cli_20260502_081223_a",
+  "dataset_id": "n8",
+  "started_at": "2026-05-19T16:10:14.357232+00:00",
+  "ended_at": "2026-05-19T16:10:22.561618+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_n8_04dcf8834905640b",
+    "problem_id": "v2p_n8_fba23a774407556c",
+    "dataset_id": "n8",
+    "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=feature_378, measure_col=feature_82.",
+    "bindings": {
+      "group_col": "feature_378",
+      "measure_col": "feature_82",
+      "top_k": 17,
+      "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": -0.024044,
+      "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=6",
+      "sql_variant_index=2/2",
+      "binding_index=77"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 7,
+    "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_a/n8/artifacts/v2q_n8_04dcf8834905640b/trace.jsonl

@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:10:17.680434+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": 3292.31, "started_at": "2026-05-19T16:10:14.386216+00:00", "ended_at": "2026-05-19T16:10:17.678560+00:00", "prompt_metrics": {"chars": 255149, "bytes_utf8": 255149, "lines": 7212, "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\":\"019e4100-88f6-79f1-8ed7-9e3ed6edf99a\"}\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": "2026-05-19T16:10:22.561527+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": 3876.07, "started_at": "2026-05-19T16:10:18.684173+00:00", "ended_at": "2026-05-19T16:10:22.560271+00:00", "prompt_metrics": {"chars": 255149, "bytes_utf8": 255149, "lines": 7212, "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\":\"019e4100-99b2-7ee0-8382-f7f1f2f29c43\"}\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/n8/artifacts/v2q_n8_07d775ec98cadf5b/final_answer.txt

@@ -0,0 +1,2 @@
+SQL executed successfully for: Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=feature_6, group_col_2=feature_265.
+Result preview: [{"feature_6": "100", "feature_265": "0", "row_count": 1171}, {"feature_6": "", "feature_265": "0", "row_count": 11}, {"feature_6": "100", "feature_265": "", "row_count": 7}]

Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_07d775ec98cadf5b/generated_sql.sql

@@ -0,0 +1,21 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: n8
+-- family_id: conditional_dependency_structure
+-- canonical_subitem_id: slice_level_consistency
+-- intended_facet_id: conditional_interaction_hotspots
+-- variant_semantic_role: count_distribution
+-- template_id: tpl_c2_filtered_group_count_2d
+-- query_record_id: v2q_n8_07d775ec98cadf5b
+-- problem_id: v2p_n8_1ced245226ba78b1
+-- realization_mode: agent
+-- source_kind: agent
+SELECT
+  "feature_6",
+  "feature_265",
+  COUNT(*) AS row_count
+FROM "n8"
+WHERE CAST(NULLIF("feature_49", '') AS REAL) >= 136.7382
+GROUP BY "feature_6", "feature_265"
+ORDER BY row_count DESC;

Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_07d775ec98cadf5b/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_c2_filtered_group_count_2d\nSELECT\n  \"feature_6\",\n  \"feature_265\",\n  COUNT(*) AS row_count\nFROM \"n8\"\nWHERE CAST(NULLIF(\"feature_49\", '') AS REAL) >= 136.7382\nGROUP BY \"feature_6\", \"feature_265\"\nORDER BY row_count DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT\\n  \\\"feature_6\\\",\\n  \\\"feature_265\\\",\\n  COUNT(*) AS row_count\\nFROM \\\"n8\\\"\\nWHERE CAST(NULLIF(\\\"feature_49\\\", '') AS REAL) >= 136.7382\\nGROUP BY \\\"feature_6\\\", \\\"feature_265\\\"\\nORDER BY row_count DESC;\", \"columns\": [\"feature_6\", \"feature_265\", \"row_count\"], \"rows\": [{\"feature_6\": \"100\", \"feature_265\": \"0\", \"row_count\": 1171}, {\"feature_6\": \"\", \"feature_265\": \"0\", \"row_count\": 11}, {\"feature_6\": \"100\", \"feature_265\": \"\", \"row_count\": 7}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 5.19}"}

Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_07d775ec98cadf5b/run_manifest.json

@@ -0,0 +1,93 @@
+{
+  "run_id": "v2_cli_20260502_081223_a",
+  "dataset_id": "n8",
+  "started_at": "2026-05-19T16:05:21.660083+00:00",
+  "ended_at": "2026-05-19T16:05:48.211886+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_n8_07d775ec98cadf5b",
+    "problem_id": "v2p_n8_1ced245226ba78b1",
+    "dataset_id": "n8",
+    "template_id": "tpl_c2_filtered_group_count_2d",
+    "template_name": "Filtered Two-Dimensional Group Count",
+    "family_id": "conditional_dependency_structure",
+    "canonical_subitem_id": "slice_level_consistency",
+    "intended_facet_id": "conditional_interaction_hotspots",
+    "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 Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=feature_6, group_col_2=feature_265.",
+    "bindings": {
+      "group_col": "feature_6",
+      "group_col_2": "feature_265",
+      "predicate_col": "feature_49",
+      "predicate_op": ">=",
+      "predicate_value": 136.7382,
+      "top_k": 13,
+      "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": 626.0773,
+      "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",
+      "group_col_2",
+      "predicate_col"
+    ],
+    "coverage_target_min": "5",
+    "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;",
+    "notes": [
+      "default_facets=conditional_interaction_hotspots",
+      "template_selection_mode=rule",
+      "problem_index_within_template=1",
+      "sql_variant_index=1/1",
+      "binding_index=48"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 5,
+    "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/n8/sql/v2q_n8_07d775ec98cadf5b.sql",
+  "usage_summary": {
+    "dataset_id": "n8",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_n8_07d775ec98cadf5b",
+    "api_calls": 0,
+    "input_tokens": 88849,
+    "cached_input_tokens": 12032,
+    "output_tokens": 667,
+    "total_tokens": 89516,
+    "cost_usd": 0.0,
+    "ai_cli_calls": 2,
+    "estimated_input_tokens": 0,
+    "estimated_output_tokens": 0,
+    "estimated_total_tokens": 0,
+    "usage_source": "ai_cli_json_usage",
+    "cli_elapsed_ms_total": 25477.99,
+    "sql_execution_elapsed_ms_total": 5.19,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_07d775ec98cadf5b/cli/conversation.jsonl",
+    "note": "Executed through a local AI CLI with structured usage metadata."
+  }
+}

Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_07d775ec98cadf5b/trace.jsonl

@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:05:26.053178+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": 4338.15, "started_at": "2026-05-19T16:05:21.713494+00:00", "ended_at": "2026-05-19T16:05:26.051682+00:00", "prompt_metrics": {"chars": 254907, "bytes_utf8": 254907, "lines": 7216, "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\":\"019e40fc-11a3-7ad0-ab5d-68fbd85fdff7\"}\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": "2026-05-19T16:05:48.205133+00:00", "event_type": "ai_cli_sql_generation", "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": 0, "elapsed_ms": 21139.84, "started_at": "2026-05-19T16:05:27.064001+00:00", "ended_at": "2026-05-19T16:05:48.203888+00:00", "prompt_metrics": {"chars": 254907, "bytes_utf8": 254907, "lines": 7216, "estimated_tokens": null}, "response_metrics": {"chars": 542, "bytes_utf8": 542, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 88849, "cached_input_tokens": 12032, "output_tokens": 667, "reasoning_output_tokens": 516}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT\\n  \\\"feature_6\\\",\\n  \\\"feature_265\\\",\\n  COUNT(*) AS row_count\\nFROM \\\"n8\\\"\\nWHERE CAST(NULLIF(\\\"feature_49\\\", '') AS REAL) >= 136.7382\\nGROUP BY \\\"feature_6\\\", \\\"feature_265\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Applied the provided filtered two-dimensional group-count template with group_col=\\\"feature_6\\\", group_col_2=\\\"feature_265\\\", and predicate_col=\\\"feature_49\\\". Used CAST(NULLIF(...)) because the schema stores fields as TEXT and some rows may contain empty strings.\"}"}

Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_07d775ec98cadf5b/usage_summary.json

@@ -0,0 +1,20 @@
+{
+  "dataset_id": "n8",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_n8_07d775ec98cadf5b",
+  "api_calls": 0,
+  "input_tokens": 88849,
+  "cached_input_tokens": 12032,
+  "output_tokens": 667,
+  "total_tokens": 89516,
+  "cost_usd": 0.0,
+  "ai_cli_calls": 2,
+  "estimated_input_tokens": 0,
+  "estimated_output_tokens": 0,
+  "estimated_total_tokens": 0,
+  "usage_source": "ai_cli_json_usage",
+  "cli_elapsed_ms_total": 25477.99,
+  "sql_execution_elapsed_ms_total": 5.19,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_07d775ec98cadf5b/cli/conversation.jsonl",
+  "note": "Executed through a local AI CLI with structured usage metadata."
+}

Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_0a32f6bc5b50e19f/final_answer.txt

@@ -0,0 +1 @@
+{"row_count": null, "preview_rows": [{"feature_210": "0", "total_rows": 1560, "missing_rows": 0, "missing_rate": 0.0}, {"feature_210": "", "total_rows": 6, "missing_rows": 0, "missing_rate": 0.0}, {"feature_210": "46.15", "total_rows": 1, "missing_rows": 0, "missing_rate": 0.0}]}

Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_0a32f6bc5b50e19f/generated_sql.sql

@@ -0,0 +1,21 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: n8
+-- family_id: missingness_structure
+-- canonical_subitem_id: co_missingness_pattern_consistency
+-- intended_facet_id: missing_target_interaction
+-- variant_semantic_role: missing_target_interaction
+-- template_id: tpl_missing_target_interaction
+-- query_record_id: v2q_n8_0a32f6bc5b50e19f
+-- problem_id: v2p_n8_d593309760ae077a
+-- realization_mode: deterministic
+-- source_kind: deterministic
+SELECT
+    "feature_210",
+    COUNT(*) AS total_rows,
+    SUM(CASE WHEN "feature_146" IS NULL THEN 1 ELSE 0 END) AS missing_rows,
+    AVG(CASE WHEN "feature_146" IS NULL THEN 1.0 ELSE 0.0 END) AS missing_rate
+FROM "n8"
+GROUP BY "feature_210"
+ORDER BY missing_rate DESC, total_rows DESC;

Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_0a32f6bc5b50e19f/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: n8\n-- family_id: missingness_structure\n-- canonical_subitem_id: co_missingness_pattern_consistency\n-- intended_facet_id: missing_target_interaction\n-- variant_semantic_role: missing_target_interaction\n-- template_id: tpl_missing_target_interaction\n-- query_record_id: v2q_n8_0a32f6bc5b50e19f\n-- problem_id: v2p_n8_d593309760ae077a\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n    \"feature_210\",\n    COUNT(*) AS total_rows,\n    SUM(CASE WHEN \"feature_146\" IS NULL THEN 1 ELSE 0 END) AS missing_rows,\n    AVG(CASE WHEN \"feature_146\" IS NULL THEN 1.0 ELSE 0.0 END) AS missing_rate\nFROM \"n8\"\nGROUP BY \"feature_210\"\nORDER BY missing_rate DESC, total_rows DESC;", "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: n8\\n-- family_id: missingness_structure\\n-- canonical_subitem_id: co_missingness_pattern_consistency\\n-- intended_facet_id: missing_target_interaction\\n-- variant_semantic_role: missing_target_interaction\\n-- template_id: tpl_missing_target_interaction\\n-- query_record_id: v2q_n8_0a32f6bc5b50e19f\\n-- problem_id: v2p_n8_d593309760ae077a\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n    \\\"feature_210\\\",\\n    COUNT(*) AS total_rows,\\n    SUM(CASE WHEN \\\"feature_146\\\" IS NULL THEN 1 ELSE 0 END) AS missing_rows,\\n    AVG(CASE WHEN \\\"feature_146\\\" IS NULL THEN 1.0 ELSE 0.0 END) AS missing_rate\\nFROM \\\"n8\\\"\\nGROUP BY \\\"feature_210\\\"\\nORDER BY missing_rate DESC, total_rows DESC;\", \"columns\": [\"feature_210\", \"total_rows\", \"missing_rows\", \"missing_rate\"], \"rows\": [{\"feature_210\": \"0\", \"total_rows\": 1560, \"missing_rows\": 0, \"missing_rate\": 0.0}, {\"feature_210\": \"\", \"total_rows\": 6, \"missing_rows\": 0, \"missing_rate\": 0.0}, {\"feature_210\": \"46.15\", \"total_rows\": 1, \"missing_rows\": 0, \"missing_rate\": 0.0}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 3.86}"}

Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_0a32f6bc5b50e19f/run_manifest.json

@@ -0,0 +1,59 @@
+{
+  "run_id": "v2_cli_20260502_081223_a",
+  "dataset_id": "n8",
+  "started_at": "2026-05-19T16:24:22.435534+00:00",
+  "ended_at": "2026-05-19T16:24:22.440218+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_n8_0a32f6bc5b50e19f",
+    "problem_id": "v2p_n8_d593309760ae077a",
+    "dataset_id": "n8",
+    "template_id": "tpl_missing_target_interaction",
+    "template_name": "Missingness-Target Interaction",
+    "family_id": "missingness_structure",
+    "canonical_subitem_id": "co_missingness_pattern_consistency",
+    "intended_facet_id": "missing_target_interaction",
+    "variant_semantic_role": "missing_target_interaction",
+    "subitem_assignment_source": "template_fixed",
+    "source_kind": "deterministic",
+    "realization_mode": "deterministic",
+    "gate_priority": "deterministic",
+    "extended_family": false,
+    "question": "Use template Missingness-Target Interaction to probe co_missingness_pattern_consistency with semantic role missing_target_interaction. Focus on target_col=feature_210, missing_col=feature_146.",
+    "bindings": {
+      "missing_col": "feature_146",
+      "target_col": "feature_210"
+    },
+    "binding_roles": [
+      "missing_col",
+      "target_col"
+    ],
+    "coverage_target_min": "enumerate_all_applicable",
+    "runtime_sql_skeleton": "SELECT\n    {target_col},\n    COUNT(*) AS total_rows,\n    SUM(CASE WHEN {missing_col} IS NULL THEN 1 ELSE 0 END) AS missing_rows,\n    AVG(CASE WHEN {missing_col} IS NULL THEN 1.0 ELSE 0.0 END) AS missing_rate\nFROM {table}\nGROUP BY {target_col}\nORDER BY missing_rate DESC, total_rows DESC;",
+    "notes": [
+      "default_facets=missing_rate_by_subgroup,missing_target_interaction",
+      "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_a/n8/sql/v2q_n8_0a32f6bc5b50e19f.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/n8/artifacts/v2q_n8_0a32f6bc5b50e19f/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/n8/artifacts/v2q_n8_0b84b29c9a3592b4/run_manifest.json

@@ -0,0 +1,69 @@
+{
+  "run_id": "v2_cli_20260502_081223_a",
+  "dataset_id": "n8",
+  "started_at": "2026-05-19T16:13:35.743921+00:00",
+  "ended_at": "2026-05-19T16:13:44.485285+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_n8_0b84b29c9a3592b4",
+    "problem_id": "v2p_n8_351aa8d7b5184e1d",
+    "dataset_id": "n8",
+    "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=feature_402, measure_col=feature_96.",
+    "bindings": {
+      "group_col": "feature_402",
+      "measure_col": "feature_96",
+      "top_k": 16,
+      "top_n": 7,
+      "num_tiles": 10,
+      "percentile_value": 0.95,
+      "z_threshold": 2.0,
+      "fraction_threshold": 0.05,
+      "baseline_multiplier": 1.75,
+      "baseline_fraction": 0.1,
+      "min_group_size": 5,
+      "min_support": 4,
+      "measure_threshold": 0.000164,
+      "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=8",
+      "sql_variant_index=2/2",
+      "binding_index=91"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 8,
+    "problem_index_within_template": 8,
+    "sql_variant_index": 2,
+    "sql_variant_total": 2
+  },
+  "mode": "subitem_workload_v2",
+  "sql_source_version": "v2",
+  "sql_source_label": "v2_current",
+  "error": "AI CLI command failed with exit code 1: "
+}

Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_0b84b29c9a3592b4/trace.jsonl

@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:13:40.370356+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": 4593.69, "started_at": "2026-05-19T16:13:35.775329+00:00", "ended_at": "2026-05-19T16:13:40.369056+00:00", "prompt_metrics": {"chars": 254773, "bytes_utf8": 254773, "lines": 7212, "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\":\"019e4103-9b96-7d61-aea6-7ffaff8a229d\"}\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": "2026-05-19T16:13:44.485200+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": 3108.41, "started_at": "2026-05-19T16:13:41.375481+00:00", "ended_at": "2026-05-19T16:13:44.483928+00:00", "prompt_metrics": {"chars": 254773, "bytes_utf8": 254773, "lines": 7212, "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\":\"019e4103-b18b-76a1-be01-b930202bd19f\"}\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/n8/artifacts/v2q_n8_0c24ea3802fb1444/run_manifest.json

@@ -0,0 +1,72 @@
+{
+  "run_id": "v2_cli_20260502_081223_a",
+  "dataset_id": "n8",
+  "started_at": "2026-05-19T16:03:36.923620+00:00",
+  "ended_at": "2026-05-19T16:03:44.718826+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_n8_0c24ea3802fb1444",
+    "problem_id": "v2p_n8_82dbc7263ced0a9c",
+    "dataset_id": "n8",
+    "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=feature_242, condition_col=feature_348.",
+    "bindings": {
+      "group_col": "feature_242",
+      "condition_col": "feature_348",
+      "condition_value": "0",
+      "positive_value": "0",
+      "negative_value": "13.9147",
+      "top_k": 12,
+      "top_n": 4,
+      "num_tiles": 10,
+      "percentile_value": 0.9,
+      "z_threshold": 2.0,
+      "fraction_threshold": 0.1,
+      "baseline_multiplier": 1.5,
+      "baseline_fraction": 0.1,
+      "min_group_size": 5,
+      "min_support": 5,
+      "measure_threshold": 87.0242,
+      "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=2",
+      "sql_variant_index=1/1",
+      "binding_index=37"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 4,
+    "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",
+  "error": "AI CLI command failed with exit code 1: "
+}

Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_0c24ea3802fb1444/trace.jsonl

@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:03:40.339687+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": 3384.64, "started_at": "2026-05-19T16:03:36.953593+00:00", "ended_at": "2026-05-19T16:03:40.338258+00:00", "prompt_metrics": {"chars": 255404, "bytes_utf8": 255404, "lines": 7215, "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\":\"019e40fa-7890-7221-97ca-4c6f8f1dd4e1\"}\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": "2026-05-19T16:03:44.718696+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": 3366.26, "started_at": "2026-05-19T16:03:41.350472+00:00", "ended_at": "2026-05-19T16:03:44.716774+00:00", "prompt_metrics": {"chars": 255404, "bytes_utf8": 255404, "lines": 7215, "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\":\"019e40fa-89c6-7d71-869c-90406394b5b8\"}\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/n8/artifacts/v2q_n8_0f66aa2b517a3b34/final_answer.txt

@@ -0,0 +1 @@
+{"row_count": null, "preview_rows": [{"value_label": "100", "support": 1553, "support_share": 0.9910657306955967, "cumulative_support": 1553}, {"value_label": "", "support": 14, "support_share": 0.008934269304403318, "cumulative_support": 1567}]}

Query/sql/v2/runs/v2_cli_20260502_081223_a/n8/artifacts/v2q_n8_0f66aa2b517a3b34/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: n8
+-- 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_n8_0f66aa2b517a3b34
+-- problem_id: v2p_n8_f117f83e11ea6992
+-- realization_mode: deterministic
+-- source_kind: deterministic
+WITH grouped AS (
+    SELECT "feature_6" AS value_label, COUNT(*) AS support
+    FROM "n8"
+    GROUP BY "feature_6"
+), 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/n8/artifacts/v2q_n8_0f66aa2b517a3b34/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: n8\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_n8_0f66aa2b517a3b34\n-- problem_id: v2p_n8_f117f83e11ea6992\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n    SELECT \"feature_6\" AS value_label, COUNT(*) AS support\n    FROM \"n8\"\n    GROUP BY \"feature_6\"\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: n8\\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_n8_0f66aa2b517a3b34\\n-- problem_id: v2p_n8_f117f83e11ea6992\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n    SELECT \\\"feature_6\\\" AS value_label, COUNT(*) AS support\\n    FROM \\\"n8\\\"\\n    GROUP BY \\\"feature_6\\\"\\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\": \"100\", \"support\": 1553, \"support_share\": 0.9910657306955967, \"cumulative_support\": 1553}, {\"value_label\": \"\", \"support\": 14, \"support_share\": 0.008934269304403318, \"cumulative_support\": 1567}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 3.42}"}