Add files using upload-large-folder tool

Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_037f4288f0d4a1f4/cli/conversation.jsonl

@@ -0,0 +1,2 @@
+{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 15470, "bytes_utf8": 15470, "lines": 543, "estimated_tokens": null}}
+{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 362, "bytes_utf8": 362, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17058, "cached_input_tokens": 15744, "output_tokens": 330, "reasoning_output_tokens": 222}}

Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_037f4288f0d4a1f4/cli/session_summary.json

@@ -0,0 +1,25 @@
+{
+  "engine": "v2-cli:codex",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "ai_cli_calls": 1,
+  "usage_summary": {
+    "dataset_id": "c4",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c4_037f4288f0d4a1f4",
+    "api_calls": 0,
+    "input_tokens": 17058,
+    "cached_input_tokens": 15744,
+    "output_tokens": 330,
+    "total_tokens": 17388,
+    "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": 8989.78,
+    "sql_execution_elapsed_ms_total": 3.69,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_037f4288f0d4a1f4/cli/conversation.jsonl",
+    "note": "Executed through a local AI CLI with structured usage metadata."
+  }
+}

Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_037f4288f0d4a1f4/cli/sql_attempt_1.metadata.json

@@ -0,0 +1,45 @@
+{
+  "attempt": 1,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T15:35:02.934355+00:00",
+  "ended_at": "2026-05-19T15:35:11.924191+00:00",
+  "elapsed_ms": 8989.78,
+  "prompt_metrics": {
+    "chars": 15470,
+    "bytes_utf8": 15470,
+    "lines": 543,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 713,
+    "bytes_utf8": 713,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 362,
+      "bytes_utf8": 362,
+      "lines": 1,
+      "estimated_tokens": null
+    },
+    "usage": {
+      "input_tokens": 17058,
+      "cached_input_tokens": 15744,
+      "output_tokens": 330,
+      "reasoning_output_tokens": 222
+    }
+  },
+  "prompt_path": "cli/sql_prompt_attempt_1.txt",
+  "response_path": "cli/sql_response_attempt_1.txt",
+  "raw_response_path": "cli/sql_response_attempt_1.raw.txt",
+  "stderr_path": "cli/sql_stderr_attempt_1.txt"
+}

Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_037f4288f0d4a1f4/cli/sql_prompt_attempt_1.txt

@@ -0,0 +1,543 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: c4
+- dataset_name: Chess King Rook Vs King Pawn
+- table_name: c4
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 36 feature columns and target `class`.
+- task_type: classification
+- target_column: class
+- main_row_count: 3196
+- important_fields:
+- bkblk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkblk.
+- bknwy: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bknwy.
+- bkon8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkon8.
+- bkona: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkona.
+- bkspr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkspr.
+- bkxbq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxbq.
+- bkxcr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxcr.
+- bkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxwp.
+- blxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for blxwp.
+- bxqsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bxqsq.
+- cntxt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cntxt.
+- dsopp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dsopp.
+- dwipd: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dwipd.
+- hdchk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for hdchk.
+- katri: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for katri.
+- mulch: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for mulch.
+- qxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for qxmsq.
+- r2ar8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for r2ar8.
+- reskd: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskd.
+- reskr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskr.
+- rimmx: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rimmx.
+- rkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rkxwp.
+- rxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rxmsq.
+- simpl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for simpl.
+- skach: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skach.
+- skewr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skewr.
+- skrxp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skrxp.
+- spcop: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spcop.
+- stlmt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stlmt.
+- thrsk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for thrsk.
+- wkcti: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkcti.
+- wkna8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkna8.
+- wknck: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wknck.
+- wkovl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkovl.
+- wkpos: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkpos.
+- wtoeg: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wtoeg.
+- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class.
+- useful_field_combinations: [['bkblk', 'bknwy', 'class'], ['bkblk', 'bkblk', 'class']]
+- fields_requiring_caution: ['class']
+- source_url: https://archive.ics.uci.edu/dataset/22/chess+king+rook+vs+king+pawn
+
+SQLite schema snapshot:
+{
+  "table_name": "c4",
+  "quoted_table_name": "\"c4\"",
+  "row_count": 3196,
+  "columns": [
+    {
+      "name": "bkblk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bknwy",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkon8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkona",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkspr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxbq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxcr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "blxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bxqsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "cntxt",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dsopp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dwipd",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "hdchk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "katri",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "mulch",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "qxmsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "r2ar8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "reskd",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "reskr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rimmx",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rkxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rxmsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "simpl",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skach",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skewr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skrxp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "spcop",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "stlmt",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "thrsk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkcti",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkna8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wknck",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkovl",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkpos",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wtoeg",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "class",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "t",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "t",
+      "bkxbq": "f",
+      "bkxcr": "t",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "t",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "t",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "t",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_m4_group_condition_rate",
+    "template_name": "Grouped Condition Rate",
+    "primary_family": "conditional_dependency_structure",
+    "portability": "yes",
+    "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;",
+    "required_roles": [
+      "group_col",
+      "condition_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "c4",
+  "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=wkcti, condition_col=wkcti.",
+  "planned_template_id": "tpl_m4_group_condition_rate",
+  "bindings": {
+    "group_col": "wkcti",
+    "condition_col": "wkcti",
+    "condition_value": "t",
+    "positive_value": "f",
+    "negative_value": "t",
+    "top_k": 15,
+    "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": 0.0,
+    "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
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "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;"
+}
+
+Repair context:
+{}

Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_037f4288f0d4a1f4/cli/sql_response_attempt_1.raw.txt

@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40e0-511b-78a1-aabe-bd5f65af1463"}
+{"type":"turn.started"}
+{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"wkcti\\\",\\n       AVG(CASE WHEN \\\"wkcti\\\" = 't' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c4\\\"\\nGROUP BY \\\"wkcti\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Used the provided Grouped Condition Rate template with both group_col and condition_col bound to \\\"wkcti\\\" and condition_value bound to 't'.\"}"}}
+{"type":"turn.completed","usage":{"input_tokens":17058,"cached_input_tokens":15744,"output_tokens":330,"reasoning_output_tokens":222}}

Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_037f4288f0d4a1f4/cli/sql_response_attempt_1.txt

@@ -0,0 +1 @@
+{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"wkcti\",\n       AVG(CASE WHEN \"wkcti\" = 't' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c4\"\nGROUP BY \"wkcti\"\nORDER BY condition_rate DESC;","notes":"Used the provided Grouped Condition Rate template with both group_col and condition_col bound to \"wkcti\" and condition_value bound to 't'."}

Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_049f6979b98501d9/cli/conversation.jsonl

@@ -0,0 +1,2 @@
+{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 15562, "bytes_utf8": 15562, "lines": 541, "estimated_tokens": null}}
+{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 446, "bytes_utf8": 446, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17107, "cached_input_tokens": 15744, "output_tokens": 416, "reasoning_output_tokens": 276}}

Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_049f6979b98501d9/cli/session_summary.json

@@ -0,0 +1,25 @@
+{
+  "engine": "v2-cli:codex",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "ai_cli_calls": 1,
+  "usage_summary": {
+    "dataset_id": "c4",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c4_049f6979b98501d9",
+    "api_calls": 0,
+    "input_tokens": 17107,
+    "cached_input_tokens": 15744,
+    "output_tokens": 416,
+    "total_tokens": 17523,
+    "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": 13884.43,
+    "sql_execution_elapsed_ms_total": 1.74,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_049f6979b98501d9/cli/conversation.jsonl",
+    "note": "Executed through a local AI CLI with structured usage metadata."
+  }
+}

Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_049f6979b98501d9/cli/sql_attempt_1.metadata.json

@@ -0,0 +1,45 @@
+{
+  "attempt": 1,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T15:45:57.688404+00:00",
+  "ended_at": "2026-05-19T15:46:11.572856+00:00",
+  "elapsed_ms": 13884.43,
+  "prompt_metrics": {
+    "chars": 15562,
+    "bytes_utf8": 15562,
+    "lines": 541,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 805,
+    "bytes_utf8": 805,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 446,
+      "bytes_utf8": 446,
+      "lines": 1,
+      "estimated_tokens": null
+    },
+    "usage": {
+      "input_tokens": 17107,
+      "cached_input_tokens": 15744,
+      "output_tokens": 416,
+      "reasoning_output_tokens": 276
+    }
+  },
+  "prompt_path": "cli/sql_prompt_attempt_1.txt",
+  "response_path": "cli/sql_response_attempt_1.txt",
+  "raw_response_path": "cli/sql_response_attempt_1.raw.txt",
+  "stderr_path": "cli/sql_stderr_attempt_1.txt"
+}

Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_049f6979b98501d9/cli/sql_prompt_attempt_1.txt

@@ -0,0 +1,541 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: c4
+- dataset_name: Chess King Rook Vs King Pawn
+- table_name: c4
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 36 feature columns and target `class`.
+- task_type: classification
+- target_column: class
+- main_row_count: 3196
+- important_fields:
+- bkblk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkblk.
+- bknwy: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bknwy.
+- bkon8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkon8.
+- bkona: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkona.
+- bkspr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkspr.
+- bkxbq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxbq.
+- bkxcr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxcr.
+- bkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxwp.
+- blxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for blxwp.
+- bxqsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bxqsq.
+- cntxt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cntxt.
+- dsopp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dsopp.
+- dwipd: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dwipd.
+- hdchk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for hdchk.
+- katri: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for katri.
+- mulch: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for mulch.
+- qxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for qxmsq.
+- r2ar8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for r2ar8.
+- reskd: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskd.
+- reskr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskr.
+- rimmx: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rimmx.
+- rkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rkxwp.
+- rxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rxmsq.
+- simpl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for simpl.
+- skach: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skach.
+- skewr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skewr.
+- skrxp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skrxp.
+- spcop: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spcop.
+- stlmt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stlmt.
+- thrsk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for thrsk.
+- wkcti: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkcti.
+- wkna8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkna8.
+- wknck: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wknck.
+- wkovl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkovl.
+- wkpos: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkpos.
+- wtoeg: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wtoeg.
+- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class.
+- useful_field_combinations: [['bkblk', 'bknwy', 'class'], ['bkblk', 'bkblk', 'class']]
+- fields_requiring_caution: ['class']
+- source_url: https://archive.ics.uci.edu/dataset/22/chess+king+rook+vs+king+pawn
+
+SQLite schema snapshot:
+{
+  "table_name": "c4",
+  "quoted_table_name": "\"c4\"",
+  "row_count": 3196,
+  "columns": [
+    {
+      "name": "bkblk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bknwy",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkon8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkona",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkspr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxbq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxcr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "blxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bxqsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "cntxt",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dsopp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dwipd",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "hdchk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "katri",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "mulch",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "qxmsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "r2ar8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "reskd",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "reskr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rimmx",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rkxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rxmsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "simpl",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skach",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skewr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skrxp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "spcop",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "stlmt",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "thrsk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkcti",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkna8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wknck",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkovl",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkpos",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wtoeg",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "class",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "t",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "t",
+      "bkxbq": "f",
+      "bkxcr": "t",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "t",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "t",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "t",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_tail_target_rate_extremes_v2",
+    "template_name": "Tail Target-Rate Extremes",
+    "primary_family": "tail_rarity_structure",
+    "portability": "yes",
+    "sql_skeleton": "SELECT\n    {group_col},\n    COUNT(*) AS support,\n    AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};",
+    "required_roles": [
+      "group_col",
+      "target_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "c4",
+  "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=hdchk, target_col=class.",
+  "planned_template_id": "tpl_tail_target_rate_extremes_v2",
+  "bindings": {
+    "group_col": "hdchk",
+    "target_col": "class",
+    "target_value": "nowin",
+    "top_k": 12,
+    "top_n": 6,
+    "num_tiles": 10,
+    "percentile_value": 0.9,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.1,
+    "baseline_multiplier": 1.5,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 5,
+    "measure_threshold": 0.0,
+    "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
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "SELECT\n    {group_col},\n    COUNT(*) AS support,\n    AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};"
+}
+
+Repair context:
+{}

Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_049f6979b98501d9/cli/sql_response_attempt_1.raw.txt

@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40ea-4eb9-7d72-8bca-659997a741ea"}
+{"type":"turn.started"}
+{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n    \\\"hdchk\\\",\\n    COUNT(*) AS support,\\n    AVG(CASE WHEN \\\"class\\\" = 'nowin' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c4\\\"\\nGROUP BY \\\"hdchk\\\"\\nHAVING COUNT(*) >= 5\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 12;\",\"notes\":\"Uses the planned Tail Target-Rate Extremes template with group_col=\\\"hdchk\\\", target_col=\\\"class\\\", target_value='nowin', min_support=5, and top_k=12.\"}"}}
+{"type":"turn.completed","usage":{"input_tokens":17107,"cached_input_tokens":15744,"output_tokens":416,"reasoning_output_tokens":276}}

Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_049f6979b98501d9/cli/sql_response_attempt_1.txt

@@ -0,0 +1 @@
+{"sql":"-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n    \"hdchk\",\n    COUNT(*) AS support,\n    AVG(CASE WHEN \"class\" = 'nowin' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c4\"\nGROUP BY \"hdchk\"\nHAVING COUNT(*) >= 5\nORDER BY focus_rate DESC, support ASC\nLIMIT 12;","notes":"Uses the planned Tail Target-Rate Extremes template with group_col=\"hdchk\", target_col=\"class\", target_value='nowin', min_support=5, and top_k=12."}

Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_05d17bbf35da6807/final_answer.txt

@@ -0,0 +1,2 @@
+SQL executed successfully for: Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=bkxwp, condition_col=bkxwp.
+Result preview: [{"bkxwp": "t", "condition_ratio": 0.0}, {"bkxwp": "f", "condition_ratio": null}]

Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_05d17bbf35da6807/generated_sql.sql

@@ -0,0 +1,24 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c4
+-- family_id: conditional_dependency_structure
+-- canonical_subitem_id: direction_consistency
+-- intended_facet_id: conditional_rate_shift
+-- variant_semantic_role: contrastive_conditional_view
+-- template_id: tpl_m4_group_ratio_two_conditions
+-- query_record_id: v2q_c4_05d17bbf35da6807
+-- problem_id: v2p_c4_2f25a7331f64ab18
+-- realization_mode: agent
+-- source_kind: agent
+WITH grouped AS (
+    SELECT "bkxwp",
+           SUM(CASE WHEN "bkxwp" = 'f' THEN 1 ELSE 0 END) AS numerator_count,
+           SUM(CASE WHEN "bkxwp" = 't' THEN 1 ELSE 0 END) AS denominator_count
+    FROM "c4"
+    GROUP BY "bkxwp"
+)
+SELECT "bkxwp",
+       CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio
+FROM grouped
+ORDER BY condition_ratio DESC;

Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_05d17bbf35da6807/query_results.jsonl

@@ -0,0 +1 @@
+{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_ratio_two_conditions\nWITH grouped AS (\n    SELECT \"bkxwp\",\n           SUM(CASE WHEN \"bkxwp\" = 'f' THEN 1 ELSE 0 END) AS numerator_count,\n           SUM(CASE WHEN \"bkxwp\" = 't' THEN 1 ELSE 0 END) AS denominator_count\n    FROM \"c4\"\n    GROUP BY \"bkxwp\"\n)\nSELECT \"bkxwp\",\n       CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH grouped AS (\\n    SELECT \\\"bkxwp\\\",\\n           SUM(CASE WHEN \\\"bkxwp\\\" = 'f' THEN 1 ELSE 0 END) AS numerator_count,\\n           SUM(CASE WHEN \\\"bkxwp\\\" = 't' THEN 1 ELSE 0 END) AS denominator_count\\n    FROM \\\"c4\\\"\\n    GROUP BY \\\"bkxwp\\\"\\n)\\nSELECT \\\"bkxwp\\\",\\n       CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\", \"columns\": [\"bkxwp\", \"condition_ratio\"], \"rows\": [{\"bkxwp\": \"t\", \"condition_ratio\": 0.0}, {\"bkxwp\": \"f\", \"condition_ratio\": null}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.52}"}

Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_05d17bbf35da6807/run_manifest.json

@@ -0,0 +1,92 @@
+{
+  "run_id": "v2_cli_20260502_081223_a",
+  "dataset_id": "c4",
+  "started_at": "2026-05-19T15:37:33.900667+00:00",
+  "ended_at": "2026-05-19T15:37:45.254095+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c4_05d17bbf35da6807",
+    "problem_id": "v2p_c4_2f25a7331f64ab18",
+    "dataset_id": "c4",
+    "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=bkxwp, condition_col=bkxwp.",
+    "bindings": {
+      "group_col": "bkxwp",
+      "condition_col": "bkxwp",
+      "condition_value": "f",
+      "positive_value": "f",
+      "negative_value": "t",
+      "top_k": 14,
+      "top_n": 3,
+      "num_tiles": 10,
+      "percentile_value": 0.95,
+      "z_threshold": 2.0,
+      "fraction_threshold": 0.1,
+      "baseline_multiplier": 1.5,
+      "baseline_fraction": 0.1,
+      "min_group_size": 5,
+      "min_support": 5,
+      "measure_threshold": 0.0,
+      "time_grain": "month",
+      "lookback_rows": 3,
+      "current_period_start": "'2024-01-01'",
+      "current_period_end": "'2024-04-01'",
+      "previous_period_start": "'2023-10-01'",
+      "previous_period_end": "'2024-01-01'",
+      "drift_ratio_threshold": 0.8
+    },
+    "binding_roles": [
+      "group_col",
+      "condition_col"
+    ],
+    "coverage_target_min": "5",
+    "runtime_sql_skeleton": "WITH grouped AS (\n    SELECT {group_col},\n           SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n           SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n    FROM {table}\n    GROUP BY {group_col}\n)\nSELECT {group_col},\n       CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;",
+    "notes": [
+      "default_facets=conditional_rate_shift",
+      "template_selection_mode=rule",
+      "problem_index_within_template=9",
+      "sql_variant_index=1/1",
+      "binding_index=44"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 4,
+    "problem_index_within_template": 9,
+    "sql_variant_index": 1,
+    "sql_variant_total": 1
+  },
+  "mode": "subitem_workload_v2",
+  "sql_source_version": "v2",
+  "sql_source_label": "v2_current",
+  "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/sql/v2q_c4_05d17bbf35da6807.sql",
+  "usage_summary": {
+    "dataset_id": "c4",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c4_05d17bbf35da6807",
+    "api_calls": 0,
+    "input_tokens": 17204,
+    "cached_input_tokens": 12032,
+    "output_tokens": 489,
+    "total_tokens": 17693,
+    "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": 11348.31,
+    "sql_execution_elapsed_ms_total": 1.52,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_05d17bbf35da6807/cli/conversation.jsonl",
+    "note": "Executed through a local AI CLI with structured usage metadata."
+  }
+}

Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_05d17bbf35da6807/trace.jsonl

@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T15:37:45.251254+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": 11348.31, "started_at": "2026-05-19T15:37:33.902046+00:00", "ended_at": "2026-05-19T15:37:45.250384+00:00", "prompt_metrics": {"chars": 16029, "bytes_utf8": 16029, "lines": 543, "estimated_tokens": null}, "response_metrics": {"chars": 700, "bytes_utf8": 700, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17204, "cached_input_tokens": 12032, "output_tokens": 489, "reasoning_output_tokens": 288}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH grouped AS (\\n    SELECT \\\"bkxwp\\\",\\n           SUM(CASE WHEN \\\"bkxwp\\\" = 'f' THEN 1 ELSE 0 END) AS numerator_count,\\n           SUM(CASE WHEN \\\"bkxwp\\\" = 't' THEN 1 ELSE 0 END) AS denominator_count\\n    FROM \\\"c4\\\"\\n    GROUP BY \\\"bkxwp\\\"\\n)\\nSELECT \\\"bkxwp\\\",\\n       CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\",\"notes\":\"Applied the planned grouped ratio template with group_col=\\\"bkxwp\\\" and condition_col=\\\"bkxwp\\\", using 'f' as the numerator condition and 't' as the denominator condition. Groups with no 't' rows produce NULL ratios via NULLIF.\"}"}

Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_05d17bbf35da6807/usage_summary.json

@@ -0,0 +1,20 @@
+{
+  "dataset_id": "c4",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_c4_05d17bbf35da6807",
+  "api_calls": 0,
+  "input_tokens": 17204,
+  "cached_input_tokens": 12032,
+  "output_tokens": 489,
+  "total_tokens": 17693,
+  "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": 11348.31,
+  "sql_execution_elapsed_ms_total": 1.52,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_05d17bbf35da6807/cli/conversation.jsonl",
+  "note": "Executed through a local AI CLI with structured usage metadata."
+}

Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_060bdf887ea08677/cli/conversation.jsonl

@@ -0,0 +1,2 @@
+{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 15514, "bytes_utf8": 15514, "lines": 543, "estimated_tokens": null}}
+{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 411, "bytes_utf8": 411, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17097, "cached_input_tokens": 15744, "output_tokens": 408, "reasoning_output_tokens": 276}}

Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_060bdf887ea08677/cli/session_summary.json

@@ -0,0 +1,25 @@
+{
+  "engine": "v2-cli:codex",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "ai_cli_calls": 1,
+  "usage_summary": {
+    "dataset_id": "c4",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c4_060bdf887ea08677",
+    "api_calls": 0,
+    "input_tokens": 17097,
+    "cached_input_tokens": 15744,
+    "output_tokens": 408,
+    "total_tokens": 17505,
+    "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": 12307.87,
+    "sql_execution_elapsed_ms_total": 2.6,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_060bdf887ea08677/cli/conversation.jsonl",
+    "note": "Executed through a local AI CLI with structured usage metadata."
+  }
+}

Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_060bdf887ea08677/cli/sql_attempt_1.metadata.json

@@ -0,0 +1,45 @@
+{
+  "attempt": 1,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T15:49:54.957006+00:00",
+  "ended_at": "2026-05-19T15:50:07.264912+00:00",
+  "elapsed_ms": 12307.87,
+  "prompt_metrics": {
+    "chars": 15514,
+    "bytes_utf8": 15514,
+    "lines": 543,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 778,
+    "bytes_utf8": 778,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 411,
+      "bytes_utf8": 411,
+      "lines": 1,
+      "estimated_tokens": null
+    },
+    "usage": {
+      "input_tokens": 17097,
+      "cached_input_tokens": 15744,
+      "output_tokens": 408,
+      "reasoning_output_tokens": 276
+    }
+  },
+  "prompt_path": "cli/sql_prompt_attempt_1.txt",
+  "response_path": "cli/sql_response_attempt_1.txt",
+  "raw_response_path": "cli/sql_response_attempt_1.raw.txt",
+  "stderr_path": "cli/sql_stderr_attempt_1.txt"
+}

Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_060bdf887ea08677/cli/sql_prompt_attempt_1.txt

@@ -0,0 +1,543 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: c4
+- dataset_name: Chess King Rook Vs King Pawn
+- table_name: c4
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 36 feature columns and target `class`.
+- task_type: classification
+- target_column: class
+- main_row_count: 3196
+- important_fields:
+- bkblk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkblk.
+- bknwy: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bknwy.
+- bkon8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkon8.
+- bkona: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkona.
+- bkspr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkspr.
+- bkxbq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxbq.
+- bkxcr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxcr.
+- bkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxwp.
+- blxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for blxwp.
+- bxqsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bxqsq.
+- cntxt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cntxt.
+- dsopp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dsopp.
+- dwipd: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dwipd.
+- hdchk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for hdchk.
+- katri: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for katri.
+- mulch: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for mulch.
+- qxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for qxmsq.
+- r2ar8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for r2ar8.
+- reskd: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskd.
+- reskr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskr.
+- rimmx: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rimmx.
+- rkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rkxwp.
+- rxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rxmsq.
+- simpl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for simpl.
+- skach: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skach.
+- skewr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skewr.
+- skrxp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skrxp.
+- spcop: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spcop.
+- stlmt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stlmt.
+- thrsk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for thrsk.
+- wkcti: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkcti.
+- wkna8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkna8.
+- wknck: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wknck.
+- wkovl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkovl.
+- wkpos: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkpos.
+- wtoeg: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wtoeg.
+- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class.
+- useful_field_combinations: [['bkblk', 'bknwy', 'class'], ['bkblk', 'bkblk', 'class']]
+- fields_requiring_caution: ['class']
+- source_url: https://archive.ics.uci.edu/dataset/22/chess+king+rook+vs+king+pawn
+
+SQLite schema snapshot:
+{
+  "table_name": "c4",
+  "quoted_table_name": "\"c4\"",
+  "row_count": 3196,
+  "columns": [
+    {
+      "name": "bkblk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bknwy",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkon8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkona",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkspr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxbq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxcr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "blxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bxqsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "cntxt",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dsopp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dwipd",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "hdchk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "katri",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "mulch",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "qxmsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "r2ar8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "reskd",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "reskr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rimmx",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rkxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rxmsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "simpl",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skach",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skewr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skrxp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "spcop",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "stlmt",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "thrsk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkcti",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkna8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wknck",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkovl",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkpos",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wtoeg",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "class",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "t",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "t",
+      "bkxbq": "f",
+      "bkxcr": "t",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "t",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "t",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "t",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_c2_two_dim_target_rate",
+    "template_name": "Two-Axis Target Rate Surface",
+    "primary_family": "conditional_dependency_structure",
+    "portability": "partial",
+    "sql_skeleton": "SELECT {group_col}, {group_col_2},\n       AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;",
+    "required_roles": [
+      "group_col",
+      "group_col_2",
+      "target_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "c4",
+  "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=bkon8, group_col_2=wkna8, target_col=class.",
+  "planned_template_id": "tpl_c2_two_dim_target_rate",
+  "bindings": {
+    "group_col": "bkon8",
+    "group_col_2": "wkna8",
+    "target_col": "class",
+    "target_value": "nowin",
+    "top_k": 14,
+    "top_n": 6,
+    "num_tiles": 10,
+    "percentile_value": 0.9,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.1,
+    "baseline_multiplier": 1.5,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 5,
+    "measure_threshold": 0.0,
+    "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
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n       AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;"
+}
+
+Repair context:
+{}

Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_060bdf887ea08677/cli/sql_response_attempt_1.raw.txt

@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40ed-ed9a-7cb1-8077-76cce1843e4d"}
+{"type":"turn.started"}
+{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate.\\nSELECT \\\"bkon8\\\", \\\"wkna8\\\",\\n       AVG(CASE WHEN \\\"class\\\" = 'nowin' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"c4\\\"\\nGROUP BY \\\"bkon8\\\", \\\"wkna8\\\"\\nORDER BY target_rate DESC;\",\"notes\":\"Uses the Two-Axis Target Rate Surface template with group_col=\\\"bkon8\\\", group_col_2=\\\"wkna8\\\", and target_col=\\\"class\\\", measuring the rate of rows where class='nowin'.\"}"}}
+{"type":"turn.completed","usage":{"input_tokens":17097,"cached_input_tokens":15744,"output_tokens":408,"reasoning_output_tokens":276}}

Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_060bdf887ea08677/cli/sql_response_attempt_1.txt

@@ -0,0 +1 @@
+{"sql":"-- template_id: tpl_c2_two_dim_target_rate.\nSELECT \"bkon8\", \"wkna8\",\n       AVG(CASE WHEN \"class\" = 'nowin' THEN 1 ELSE 0 END) AS target_rate\nFROM \"c4\"\nGROUP BY \"bkon8\", \"wkna8\"\nORDER BY target_rate DESC;","notes":"Uses the Two-Axis Target Rate Surface template with group_col=\"bkon8\", group_col_2=\"wkna8\", and target_col=\"class\", measuring the rate of rows where class='nowin'."}

Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_06546aeb5416fccc/cli/conversation.jsonl

@@ -0,0 +1,2 @@
+{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 15342, "bytes_utf8": 15342, "lines": 540, "estimated_tokens": null}}
+{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 337, "bytes_utf8": 337, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17020, "cached_input_tokens": 12032, "output_tokens": 227, "reasoning_output_tokens": 124}}

Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_06546aeb5416fccc/cli/session_summary.json

@@ -0,0 +1,25 @@
+{
+  "engine": "v2-cli:codex",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "ai_cli_calls": 1,
+  "usage_summary": {
+    "dataset_id": "c4",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c4_06546aeb5416fccc",
+    "api_calls": 0,
+    "input_tokens": 17020,
+    "cached_input_tokens": 12032,
+    "output_tokens": 227,
+    "total_tokens": 17247,
+    "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": 12138.75,
+    "sql_execution_elapsed_ms_total": 1.27,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_06546aeb5416fccc/cli/conversation.jsonl",
+    "note": "Executed through a local AI CLI with structured usage metadata."
+  }
+}

Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_06546aeb5416fccc/cli/sql_attempt_1.metadata.json

@@ -0,0 +1,45 @@
+{
+  "attempt": 1,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T15:30:12.318211+00:00",
+  "ended_at": "2026-05-19T15:30:24.456981+00:00",
+  "elapsed_ms": 12138.75,
+  "prompt_metrics": {
+    "chars": 15342,
+    "bytes_utf8": 15342,
+    "lines": 540,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 1037,
+    "bytes_utf8": 1037,
+    "lines": 5,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 337,
+      "bytes_utf8": 337,
+      "lines": 1,
+      "estimated_tokens": null
+    },
+    "usage": {
+      "input_tokens": 17020,
+      "cached_input_tokens": 12032,
+      "output_tokens": 227,
+      "reasoning_output_tokens": 124
+    }
+  },
+  "prompt_path": "cli/sql_prompt_attempt_1.txt",
+  "response_path": "cli/sql_response_attempt_1.txt",
+  "raw_response_path": "cli/sql_response_attempt_1.raw.txt",
+  "stderr_path": "cli/sql_stderr_attempt_1.txt"
+}

Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_06546aeb5416fccc/cli/sql_prompt_attempt_1.txt

@@ -0,0 +1,540 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: c4
+- dataset_name: Chess King Rook Vs King Pawn
+- table_name: c4
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 36 feature columns and target `class`.
+- task_type: classification
+- target_column: class
+- main_row_count: 3196
+- important_fields:
+- bkblk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkblk.
+- bknwy: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bknwy.
+- bkon8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkon8.
+- bkona: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkona.
+- bkspr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkspr.
+- bkxbq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxbq.
+- bkxcr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxcr.
+- bkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxwp.
+- blxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for blxwp.
+- bxqsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bxqsq.
+- cntxt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cntxt.
+- dsopp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dsopp.
+- dwipd: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dwipd.
+- hdchk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for hdchk.
+- katri: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for katri.
+- mulch: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for mulch.
+- qxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for qxmsq.
+- r2ar8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for r2ar8.
+- reskd: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskd.
+- reskr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskr.
+- rimmx: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rimmx.
+- rkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rkxwp.
+- rxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rxmsq.
+- simpl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for simpl.
+- skach: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skach.
+- skewr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skewr.
+- skrxp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skrxp.
+- spcop: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spcop.
+- stlmt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stlmt.
+- thrsk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for thrsk.
+- wkcti: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkcti.
+- wkna8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkna8.
+- wknck: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wknck.
+- wkovl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkovl.
+- wkpos: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkpos.
+- wtoeg: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wtoeg.
+- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class.
+- useful_field_combinations: [['bkblk', 'bknwy', 'class'], ['bkblk', 'bkblk', 'class']]
+- fields_requiring_caution: ['class']
+- source_url: https://archive.ics.uci.edu/dataset/22/chess+king+rook+vs+king+pawn
+
+SQLite schema snapshot:
+{
+  "table_name": "c4",
+  "quoted_table_name": "\"c4\"",
+  "row_count": 3196,
+  "columns": [
+    {
+      "name": "bkblk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bknwy",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkon8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkona",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkspr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxbq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxcr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "blxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bxqsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "cntxt",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dsopp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dwipd",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "hdchk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "katri",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "mulch",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "qxmsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "r2ar8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "reskd",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "reskr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rimmx",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rkxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rxmsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "simpl",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skach",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skewr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skrxp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "spcop",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "stlmt",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "thrsk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkcti",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkna8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wknck",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkovl",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkpos",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wtoeg",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "class",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "t",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "t",
+      "bkxbq": "f",
+      "bkxcr": "t",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "t",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "t",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "t",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_clickbench_group_distinct_topk",
+    "template_name": "Top-k Groups by Distinct Entity Coverage",
+    "primary_family": "subgroup_structure",
+    "portability": "partial",
+    "sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};",
+    "required_roles": [
+      "group_col",
+      "entity_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "c4",
+  "question": "Use template Top-k Groups by Distinct Entity Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=bkxcr.",
+  "planned_template_id": "tpl_clickbench_group_distinct_topk",
+  "bindings": {
+    "group_col": "bkxcr",
+    "entity_col": "bkxcr",
+    "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": 0.0,
+    "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
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};"
+}
+
+Repair context:
+{}

Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_06546aeb5416fccc/cli/sql_response_attempt_1.raw.txt

@@ -0,0 +1,5 @@
+{"type":"thread.started","thread_id":"019e40db-e1e7-7271-8701-2d0c87b0a030"}
+{"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 1997896, Requested 17655. Please try again in 466ms. Visit https://platform.openai.com/account/rate-limits to learn more.)"}
+{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_distinct_topk\\nSELECT \\\"bkxcr\\\", COUNT(DISTINCT \\\"bkxcr\\\") AS \\\"distinct_entities\\\"\\nFROM \\\"c4\\\"\\nGROUP BY \\\"bkxcr\\\"\\nORDER BY \\\"distinct_entities\\\" DESC\\nLIMIT 16;\",\"notes\":\"Applied the provided template exactly with group_col=\\\"bkxcr\\\" and entity_col=\\\"bkxcr\\\" on the single table \\\"c4\\\".\"}"}}
+{"type":"turn.completed","usage":{"input_tokens":17020,"cached_input_tokens":12032,"output_tokens":227,"reasoning_output_tokens":124}}

Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_06546aeb5416fccc/cli/sql_response_attempt_1.txt

@@ -0,0 +1 @@
+{"sql":"-- template_id: tpl_clickbench_group_distinct_topk\nSELECT \"bkxcr\", COUNT(DISTINCT \"bkxcr\") AS \"distinct_entities\"\nFROM \"c4\"\nGROUP BY \"bkxcr\"\nORDER BY \"distinct_entities\" DESC\nLIMIT 16;","notes":"Applied the provided template exactly with group_col=\"bkxcr\" and entity_col=\"bkxcr\" on the single table \"c4\"."}

Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_0a92e1cd1b8cbeaf/cli/conversation.jsonl

@@ -0,0 +1,2 @@
+{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 15138, "bytes_utf8": 15138, "lines": 538, "estimated_tokens": null}}
+{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 237, "bytes_utf8": 237, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 16966, "cached_input_tokens": 12032, "output_tokens": 290, "reasoning_output_tokens": 219}}

Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_0a92e1cd1b8cbeaf/cli/session_summary.json

@@ -0,0 +1,25 @@
+{
+  "engine": "v2-cli:codex",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "ai_cli_calls": 1,
+  "usage_summary": {
+    "dataset_id": "c4",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c4_0a92e1cd1b8cbeaf",
+    "api_calls": 0,
+    "input_tokens": 16966,
+    "cached_input_tokens": 12032,
+    "output_tokens": 290,
+    "total_tokens": 17256,
+    "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": 14046.81,
+    "sql_execution_elapsed_ms_total": 2.6,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_0a92e1cd1b8cbeaf/cli/conversation.jsonl",
+    "note": "Executed through a local AI CLI with structured usage metadata."
+  }
+}

Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_0a92e1cd1b8cbeaf/cli/sql_attempt_1.metadata.json

@@ -0,0 +1,45 @@
+{
+  "attempt": 1,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T15:31:03.687805+00:00",
+  "ended_at": "2026-05-19T15:31:17.734655+00:00",
+  "elapsed_ms": 14046.81,
+  "prompt_metrics": {
+    "chars": 15138,
+    "bytes_utf8": 15138,
+    "lines": 538,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 923,
+    "bytes_utf8": 923,
+    "lines": 5,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 237,
+      "bytes_utf8": 237,
+      "lines": 1,
+      "estimated_tokens": null
+    },
+    "usage": {
+      "input_tokens": 16966,
+      "cached_input_tokens": 12032,
+      "output_tokens": 290,
+      "reasoning_output_tokens": 219
+    }
+  },
+  "prompt_path": "cli/sql_prompt_attempt_1.txt",
+  "response_path": "cli/sql_response_attempt_1.txt",
+  "raw_response_path": "cli/sql_response_attempt_1.raw.txt",
+  "stderr_path": "cli/sql_stderr_attempt_1.txt"
+}

Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_0a92e1cd1b8cbeaf/cli/sql_prompt_attempt_1.txt

@@ -0,0 +1,538 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: c4
+- dataset_name: Chess King Rook Vs King Pawn
+- table_name: c4
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 36 feature columns and target `class`.
+- task_type: classification
+- target_column: class
+- main_row_count: 3196
+- important_fields:
+- bkblk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkblk.
+- bknwy: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bknwy.
+- bkon8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkon8.
+- bkona: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkona.
+- bkspr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkspr.
+- bkxbq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxbq.
+- bkxcr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxcr.
+- bkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxwp.
+- blxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for blxwp.
+- bxqsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bxqsq.
+- cntxt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cntxt.
+- dsopp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dsopp.
+- dwipd: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dwipd.
+- hdchk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for hdchk.
+- katri: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for katri.
+- mulch: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for mulch.
+- qxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for qxmsq.
+- r2ar8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for r2ar8.
+- reskd: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskd.
+- reskr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskr.
+- rimmx: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rimmx.
+- rkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rkxwp.
+- rxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rxmsq.
+- simpl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for simpl.
+- skach: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skach.
+- skewr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skewr.
+- skrxp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skrxp.
+- spcop: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spcop.
+- stlmt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stlmt.
+- thrsk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for thrsk.
+- wkcti: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkcti.
+- wkna8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkna8.
+- wknck: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wknck.
+- wkovl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkovl.
+- wkpos: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkpos.
+- wtoeg: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wtoeg.
+- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class.
+- useful_field_combinations: [['bkblk', 'bknwy', 'class'], ['bkblk', 'bkblk', 'class']]
+- fields_requiring_caution: ['class']
+- source_url: https://archive.ics.uci.edu/dataset/22/chess+king+rook+vs+king+pawn
+
+SQLite schema snapshot:
+{
+  "table_name": "c4",
+  "quoted_table_name": "\"c4\"",
+  "row_count": 3196,
+  "columns": [
+    {
+      "name": "bkblk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bknwy",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkon8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkona",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkspr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxbq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxcr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "blxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bxqsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "cntxt",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dsopp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dwipd",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "hdchk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "katri",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "mulch",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "qxmsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "r2ar8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "reskd",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "reskr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rimmx",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rkxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rxmsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "simpl",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skach",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skewr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skrxp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "spcop",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "stlmt",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "thrsk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkcti",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkna8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wknck",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkovl",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkpos",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wtoeg",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "class",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "t",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "t",
+      "bkxbq": "f",
+      "bkxcr": "t",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "t",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "t",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "t",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_clickbench_group_count",
+    "template_name": "Grouped Count by Category",
+    "primary_family": "subgroup_structure",
+    "portability": "yes",
+    "sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;",
+    "required_roles": [
+      "group_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "c4",
+  "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=mulch.",
+  "planned_template_id": "tpl_clickbench_group_count",
+  "bindings": {
+    "group_col": "mulch",
+    "top_k": 10,
+    "top_n": 6,
+    "num_tiles": 10,
+    "percentile_value": 0.9,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.1,
+    "baseline_multiplier": 1.5,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 5,
+    "measure_threshold": 0.0,
+    "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
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;"
+}
+
+Repair context:
+{}

Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_0a92e1cd1b8cbeaf/cli/sql_response_attempt_1.raw.txt

@@ -0,0 +1,5 @@
+{"type":"thread.started","thread_id":"019e40dc-aa97-7da0-b8cf-6ac14ddcde4e"}
+{"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 1983302, Requested 17601. Please try again in 27ms. Visit https://platform.openai.com/account/rate-limits to learn more.)"}
+{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"mulch\\\", COUNT(*) AS \\\"row_count\\\"\\nFROM \\\"c4\\\"\\nGROUP BY \\\"mulch\\\"\\nORDER BY \\\"row_count\\\" DESC;\",\"notes\":\"Grouped count by category on \\\"mulch\\\" using the planned template.\"}"}}
+{"type":"turn.completed","usage":{"input_tokens":16966,"cached_input_tokens":12032,"output_tokens":290,"reasoning_output_tokens":219}}

Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_0a92e1cd1b8cbeaf/cli/sql_response_attempt_1.txt

@@ -0,0 +1 @@
+{"sql":"-- template_id: tpl_clickbench_group_count\nSELECT \"mulch\", COUNT(*) AS \"row_count\"\nFROM \"c4\"\nGROUP BY \"mulch\"\nORDER BY \"row_count\" DESC;","notes":"Grouped count by category on \"mulch\" using the planned template."}

Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_0b74c02d069117e7/final_answer.txt

@@ -0,0 +1,2 @@
+SQL executed successfully for: Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=skach, condition_col=skach.
+Result preview: [{"skach": "f", "condition_rate": 1.0}, {"skach": "t", "condition_rate": 0.0}]

Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_0b74c02d069117e7/generated_sql.sql

@@ -0,0 +1,18 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_a
+-- sql_source_dataset_id: c4
+-- 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_m4_group_condition_rate
+-- query_record_id: v2q_c4_0b74c02d069117e7
+-- problem_id: v2p_c4_2404227b8903c9a6
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "skach",
+       AVG(CASE WHEN "skach" = 'f' THEN 1 ELSE 0 END) AS "condition_rate"
+FROM "c4"
+GROUP BY "skach"
+ORDER BY "condition_rate" DESC;

Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_0b74c02d069117e7/query_results.jsonl

@@ -0,0 +1 @@
+{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"skach\",\n       AVG(CASE WHEN \"skach\" = 'f' THEN 1 ELSE 0 END) AS \"condition_rate\"\nFROM \"c4\"\nGROUP BY \"skach\"\nORDER BY \"condition_rate\" DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"skach\\\",\\n       AVG(CASE WHEN \\\"skach\\\" = 'f' THEN 1 ELSE 0 END) AS \\\"condition_rate\\\"\\nFROM \\\"c4\\\"\\nGROUP BY \\\"skach\\\"\\nORDER BY \\\"condition_rate\\\" DESC;\", \"columns\": [\"skach\", \"condition_rate\"], \"rows\": [{\"skach\": \"f\", \"condition_rate\": 1.0}, {\"skach\": \"t\", \"condition_rate\": 0.0}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.22}"}

Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_0b74c02d069117e7/run_manifest.json

@@ -0,0 +1,92 @@
+{
+  "run_id": "v2_cli_20260502_081223_a",
+  "dataset_id": "c4",
+  "started_at": "2026-05-19T15:32:17.424684+00:00",
+  "ended_at": "2026-05-19T15:32:33.764955+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_c4_0b74c02d069117e7",
+    "problem_id": "v2p_c4_2404227b8903c9a6",
+    "dataset_id": "c4",
+    "template_id": "tpl_m4_group_condition_rate",
+    "template_name": "Grouped Condition Rate",
+    "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 Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=skach, condition_col=skach.",
+    "bindings": {
+      "group_col": "skach",
+      "condition_col": "skach",
+      "condition_value": "f",
+      "positive_value": "f",
+      "negative_value": "t",
+      "top_k": 14,
+      "top_n": 3,
+      "num_tiles": 10,
+      "percentile_value": 0.95,
+      "z_threshold": 2.0,
+      "fraction_threshold": 0.1,
+      "baseline_multiplier": 1.5,
+      "baseline_fraction": 0.1,
+      "min_group_size": 5,
+      "min_support": 5,
+      "measure_threshold": 0.0,
+      "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=pairwise_conditional_dependency",
+      "template_selection_mode=rule",
+      "problem_index_within_template=1",
+      "sql_variant_index=1/2",
+      "binding_index=24"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 3,
+    "problem_index_within_template": 1,
+    "sql_variant_index": 1,
+    "sql_variant_total": 2
+  },
+  "mode": "subitem_workload_v2",
+  "sql_source_version": "v2",
+  "sql_source_label": "v2_current",
+  "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/sql/v2q_c4_0b74c02d069117e7.sql",
+  "usage_summary": {
+    "dataset_id": "c4",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c4_0b74c02d069117e7",
+    "api_calls": 0,
+    "input_tokens": 17055,
+    "cached_input_tokens": 15744,
+    "output_tokens": 483,
+    "total_tokens": 17538,
+    "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": 16335.57,
+    "sql_execution_elapsed_ms_total": 1.22,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_0b74c02d069117e7/cli/conversation.jsonl",
+    "note": "Executed through a local AI CLI with structured usage metadata."
+  }
+}

Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_0b74c02d069117e7/trace.jsonl

@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T15:32:33.762546+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": 16335.57, "started_at": "2026-05-19T15:32:17.426219+00:00", "ended_at": "2026-05-19T15:32:33.761810+00:00", "prompt_metrics": {"chars": 15473, "bytes_utf8": 15473, "lines": 543, "estimated_tokens": null}, "response_metrics": {"chars": 394, "bytes_utf8": 394, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17055, "cached_input_tokens": 15744, "output_tokens": 483, "reasoning_output_tokens": 369}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"skach\\\",\\n       AVG(CASE WHEN \\\"skach\\\" = 'f' THEN 1 ELSE 0 END) AS \\\"condition_rate\\\"\\nFROM \\\"c4\\\"\\nGROUP BY \\\"skach\\\"\\nORDER BY \\\"condition_rate\\\" DESC;\",\"notes\":\"Uses the planned Grouped Condition Rate template with \\\"skach\\\" as both the group and condition column, computing the within-group proportion where \\\"skach\\\" = 'f'.\"}"}

Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_0b74c02d069117e7/usage_summary.json

@@ -0,0 +1,20 @@
+{
+  "dataset_id": "c4",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_c4_0b74c02d069117e7",
+  "api_calls": 0,
+  "input_tokens": 17055,
+  "cached_input_tokens": 15744,
+  "output_tokens": 483,
+  "total_tokens": 17538,
+  "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": 16335.57,
+  "sql_execution_elapsed_ms_total": 1.22,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_0b74c02d069117e7/cli/conversation.jsonl",
+  "note": "Executed through a local AI CLI with structured usage metadata."
+}

Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_0c94da0e91824389/cli/conversation.jsonl

@@ -0,0 +1,2 @@
+{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 15139, "bytes_utf8": 15139, "lines": 538, "estimated_tokens": null}}
+{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 253, "bytes_utf8": 253, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 16968, "cached_input_tokens": 12032, "output_tokens": 315, "reasoning_output_tokens": 235}}

Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_0c94da0e91824389/cli/session_summary.json

@@ -0,0 +1,25 @@
+{
+  "engine": "v2-cli:codex",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "ai_cli_calls": 1,
+  "usage_summary": {
+    "dataset_id": "c4",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c4_0c94da0e91824389",
+    "api_calls": 0,
+    "input_tokens": 16968,
+    "cached_input_tokens": 12032,
+    "output_tokens": 315,
+    "total_tokens": 17283,
+    "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": 8675.67,
+    "sql_execution_elapsed_ms_total": 1.44,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_0c94da0e91824389/cli/conversation.jsonl",
+    "note": "Executed through a local AI CLI with structured usage metadata."
+  }
+}

Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_0c94da0e91824389/cli/sql_attempt_1.metadata.json

@@ -0,0 +1,45 @@
+{
+  "attempt": 1,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T15:31:17.742999+00:00",
+  "ended_at": "2026-05-19T15:31:26.418694+00:00",
+  "elapsed_ms": 8675.67,
+  "prompt_metrics": {
+    "chars": 15139,
+    "bytes_utf8": 15139,
+    "lines": 538,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 611,
+    "bytes_utf8": 611,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 253,
+      "bytes_utf8": 253,
+      "lines": 1,
+      "estimated_tokens": null
+    },
+    "usage": {
+      "input_tokens": 16968,
+      "cached_input_tokens": 12032,
+      "output_tokens": 315,
+      "reasoning_output_tokens": 235
+    }
+  },
+  "prompt_path": "cli/sql_prompt_attempt_1.txt",
+  "response_path": "cli/sql_response_attempt_1.txt",
+  "raw_response_path": "cli/sql_response_attempt_1.raw.txt",
+  "stderr_path": "cli/sql_stderr_attempt_1.txt"
+}