Add files using upload-large-folder tool

Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_078e526f2b70fa10/cli/conversation.jsonl

@@ -0,0 +1,2 @@
+{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 16505, "bytes_utf8": 16505, "lines": 616, "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": 394, "bytes_utf8": 394, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17559, "cached_input_tokens": 12032, "output_tokens": 399, "reasoning_output_tokens": 276}}

Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_078e526f2b70fa10/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": "c11",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c11_078e526f2b70fa10",
+    "api_calls": 0,
+    "input_tokens": 17559,
+    "cached_input_tokens": 12032,
+    "output_tokens": 399,
+    "total_tokens": 17958,
+    "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": 9777.31,
+    "sql_execution_elapsed_ms_total": 20.36,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_078e526f2b70fa10/cli/conversation.jsonl",
+    "note": "Executed through a local AI CLI with structured usage metadata."
+  }
+}

Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_078e526f2b70fa10/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": "2026-05-19T15:38:21.596202+00:00",
+  "ended_at": "2026-05-19T15:38:31.373541+00:00",
+  "elapsed_ms": 9777.31,
+  "prompt_metrics": {
+    "chars": 16505,
+    "bytes_utf8": 16505,
+    "lines": 616,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 773,
+    "bytes_utf8": 773,
+    "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": 394,
+      "bytes_utf8": 394,
+      "lines": 1,
+      "estimated_tokens": null
+    },
+    "usage": {
+      "input_tokens": 17559,
+      "cached_input_tokens": 12032,
+      "output_tokens": 399,
+      "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_c/c11/artifacts/v2q_c11_078e526f2b70fa10/cli/sql_prompt_attempt_1.txt

@@ -0,0 +1,616 @@
+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: c11
+- dataset_name: Connect 4
+- table_name: c11
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 42 feature columns and target `class`.
+- task_type: classification
+- target_column: class
+- main_row_count: 67557
+- important_fields:
+- a1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a1.
+- a2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a2.
+- a3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a3.
+- a4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a4.
+- a5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a5.
+- a6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a6.
+- b1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b1.
+- b2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b2.
+- b3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b3.
+- b4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b4.
+- b5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b5.
+- b6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b6.
+- c1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c1.
+- c2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c2.
+- c3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c3.
+- c4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c4.
+- c5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c5.
+- c6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c6.
+- d1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d1.
+- d2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d2.
+- d3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d3.
+- d4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d4.
+- d5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d5.
+- d6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d6.
+- e1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e1.
+- e2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e2.
+- e3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e3.
+- e4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e4.
+- e5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e5.
+- e6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e6.
+- f1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f1.
+- f2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f2.
+- f3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f3.
+- f4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f4.
+- f5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f5.
+- f6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f6.
+- g1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g1.
+- g2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g2.
+- g3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g3.
+- g4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g4.
+- g5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g5.
+- g6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g6.
+- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class.
+- useful_field_combinations: [['a1', 'a2', 'class'], ['a1', 'a1', 'class']]
+- fields_requiring_caution: ['class']
+- source_url: https://archive.ics.uci.edu/dataset/26/connect-4
+
+SQLite schema snapshot:
+{
+  "table_name": "c11",
+  "quoted_table_name": "\"c11\"",
+  "row_count": 67557,
+  "columns": [
+    {
+      "name": "a1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "class",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "o",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "o",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "o",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "o",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "o",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_c2_filtered_group_count_2d",
+    "template_name": "Filtered Two-Dimensional Group Count",
+    "primary_family": "conditional_dependency_structure",
+    "portability": "yes",
+    "sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;",
+    "required_roles": [
+      "group_col",
+      "group_col_2",
+      "predicate_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "c11",
+  "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=a2, group_col_2=b4.",
+  "planned_template_id": "tpl_c2_filtered_group_count_2d",
+  "bindings": {
+    "group_col": "a2",
+    "group_col_2": "b4",
+    "predicate_col": "b1",
+    "predicate_op": "=",
+    "predicate_value": "b",
+    "top_k": 14,
+    "top_n": 4,
+    "num_tiles": 10,
+    "percentile_value": 0.9,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.1,
+    "baseline_multiplier": 1.5,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 5,
+    "measure_threshold": 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}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;"
+}
+
+Repair context:
+{}

Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_078e526f2b70fa10/cli/sql_response_attempt_1.raw.txt

@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40e3-5924-77f0-ab37-ec79e15c0ec7"}
+{"type":"turn.started"}
+{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"a2\\\", \\\"b4\\\", COUNT(*) AS \\\"row_count\\\"\\nFROM \\\"c11\\\"\\nWHERE \\\"b1\\\" = 'b'\\nGROUP BY \\\"a2\\\", \\\"b4\\\"\\nORDER BY \\\"row_count\\\" DESC;\",\"notes\":\"Applied the provided filtered two-dimensional group count template with fixed bindings: group_col=\\\"a2\\\", group_col_2=\\\"b4\\\", predicate_col=\\\"b1\\\", predicate_op=\\\"=\\\", predicate_value='b'.\"}"}}
+{"type":"turn.completed","usage":{"input_tokens":17559,"cached_input_tokens":12032,"output_tokens":399,"reasoning_output_tokens":276}}

Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_078e526f2b70fa10/cli/sql_response_attempt_1.txt

@@ -0,0 +1 @@
+{"sql":"-- template_id: tpl_c2_filtered_group_count_2d\nSELECT \"a2\", \"b4\", COUNT(*) AS \"row_count\"\nFROM \"c11\"\nWHERE \"b1\" = 'b'\nGROUP BY \"a2\", \"b4\"\nORDER BY \"row_count\" DESC;","notes":"Applied the provided filtered two-dimensional group count template with fixed bindings: group_col=\"a2\", group_col_2=\"b4\", predicate_col=\"b1\", predicate_op=\"=\", predicate_value='b'."}

Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_0c029d9efcc60aaf/cli/conversation.jsonl

@@ -0,0 +1,2 @@
+{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 16506, "bytes_utf8": 16506, "lines": 616, "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": 334, "bytes_utf8": 334, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17559, "cached_input_tokens": 16768, "output_tokens": 290, "reasoning_output_tokens": 180}}

Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_0c029d9efcc60aaf/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": "c11",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c11_0c029d9efcc60aaf",
+    "api_calls": 0,
+    "input_tokens": 17559,
+    "cached_input_tokens": 16768,
+    "output_tokens": 290,
+    "total_tokens": 17849,
+    "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": 10546.35,
+    "sql_execution_elapsed_ms_total": 32.82,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_0c029d9efcc60aaf/cli/conversation.jsonl",
+    "note": "Executed through a local AI CLI with structured usage metadata."
+  }
+}

Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_0c029d9efcc60aaf/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": "2026-05-19T15:39:43.590066+00:00",
+  "ended_at": "2026-05-19T15:39:54.136454+00:00",
+  "elapsed_ms": 10546.35,
+  "prompt_metrics": {
+    "chars": 16506,
+    "bytes_utf8": 16506,
+    "lines": 616,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 701,
+    "bytes_utf8": 701,
+    "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": 334,
+      "bytes_utf8": 334,
+      "lines": 1,
+      "estimated_tokens": null
+    },
+    "usage": {
+      "input_tokens": 17559,
+      "cached_input_tokens": 16768,
+      "output_tokens": 290,
+      "reasoning_output_tokens": 180
+    }
+  },
+  "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_c/c11/artifacts/v2q_c11_0c029d9efcc60aaf/cli/sql_prompt_attempt_1.txt

@@ -0,0 +1,616 @@
+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: c11
+- dataset_name: Connect 4
+- table_name: c11
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 42 feature columns and target `class`.
+- task_type: classification
+- target_column: class
+- main_row_count: 67557
+- important_fields:
+- a1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a1.
+- a2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a2.
+- a3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a3.
+- a4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a4.
+- a5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a5.
+- a6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a6.
+- b1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b1.
+- b2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b2.
+- b3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b3.
+- b4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b4.
+- b5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b5.
+- b6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b6.
+- c1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c1.
+- c2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c2.
+- c3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c3.
+- c4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c4.
+- c5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c5.
+- c6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c6.
+- d1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d1.
+- d2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d2.
+- d3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d3.
+- d4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d4.
+- d5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d5.
+- d6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d6.
+- e1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e1.
+- e2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e2.
+- e3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e3.
+- e4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e4.
+- e5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e5.
+- e6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e6.
+- f1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f1.
+- f2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f2.
+- f3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f3.
+- f4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f4.
+- f5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f5.
+- f6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f6.
+- g1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g1.
+- g2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g2.
+- g3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g3.
+- g4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g4.
+- g5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g5.
+- g6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g6.
+- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class.
+- useful_field_combinations: [['a1', 'a2', 'class'], ['a1', 'a1', 'class']]
+- fields_requiring_caution: ['class']
+- source_url: https://archive.ics.uci.edu/dataset/26/connect-4
+
+SQLite schema snapshot:
+{
+  "table_name": "c11",
+  "quoted_table_name": "\"c11\"",
+  "row_count": 67557,
+  "columns": [
+    {
+      "name": "a1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "class",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "o",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "o",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "o",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "o",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "o",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_c2_filtered_group_count_2d",
+    "template_name": "Filtered Two-Dimensional Group Count",
+    "primary_family": "conditional_dependency_structure",
+    "portability": "yes",
+    "sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;",
+    "required_roles": [
+      "group_col",
+      "group_col_2",
+      "predicate_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "c11",
+  "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=a2, group_col_2=c5.",
+  "planned_template_id": "tpl_c2_filtered_group_count_2d",
+  "bindings": {
+    "group_col": "a2",
+    "group_col_2": "c5",
+    "predicate_col": "c2",
+    "predicate_op": "=",
+    "predicate_value": "x",
+    "top_k": 11,
+    "top_n": 3,
+    "num_tiles": 10,
+    "percentile_value": 0.95,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.1,
+    "baseline_multiplier": 1.5,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 5,
+    "measure_threshold": 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}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;"
+}
+
+Repair context:
+{}

Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_0c029d9efcc60aaf/cli/sql_response_attempt_1.raw.txt

@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40e4-9970-7b11-9ebe-2e0ec1850697"}
+{"type":"turn.started"}
+{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"a2\\\", \\\"c5\\\", COUNT(*) AS row_count\\nFROM \\\"c11\\\"\\nWHERE \\\"c2\\\" = 'x'\\nGROUP BY \\\"a2\\\", \\\"c5\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Applied the planned filtered two-dimensional group count template with group_col=\\\"a2\\\", group_col_2=\\\"c5\\\", and predicate \\\"c2\\\" = 'x'.\"}"}}
+{"type":"turn.completed","usage":{"input_tokens":17559,"cached_input_tokens":16768,"output_tokens":290,"reasoning_output_tokens":180}}

Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_0c029d9efcc60aaf/cli/sql_response_attempt_1.txt

@@ -0,0 +1 @@
+{"sql":"-- template_id: tpl_c2_filtered_group_count_2d\nSELECT \"a2\", \"c5\", COUNT(*) AS row_count\nFROM \"c11\"\nWHERE \"c2\" = 'x'\nGROUP BY \"a2\", \"c5\"\nORDER BY row_count DESC;","notes":"Applied the planned filtered two-dimensional group count template with group_col=\"a2\", group_col_2=\"c5\", and predicate \"c2\" = 'x'."}

Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_0f21b2bd307463a4/cli/conversation.jsonl

@@ -0,0 +1,4 @@
+{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 16392, "bytes_utf8": 16392, "lines": 614, "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": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "status": "failed", "error": "AI CLI command failed with exit code 1: "}
+{"attempt": 2, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_2.txt", "metrics": {"chars": 16392, "bytes_utf8": 16392, "lines": 614, "estimated_tokens": null}}
+{"attempt": 2, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_2.txt", "raw_content_path": "cli/sql_response_attempt_2.raw.txt", "stderr_path": "cli/sql_stderr_attempt_2.txt", "metrics": {"chars": 387, "bytes_utf8": 387, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17514, "cached_input_tokens": 16768, "output_tokens": 607, "reasoning_output_tokens": 494}}

Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_0f21b2bd307463a4/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": 2,
+  "usage_summary": {
+    "dataset_id": "c11",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c11_0f21b2bd307463a4",
+    "api_calls": 0,
+    "input_tokens": 17514,
+    "cached_input_tokens": 16768,
+    "output_tokens": 607,
+    "total_tokens": 18121,
+    "cost_usd": 0.0,
+    "ai_cli_calls": 2,
+    "estimated_input_tokens": 0,
+    "estimated_output_tokens": 0,
+    "estimated_total_tokens": 0,
+    "usage_source": "ai_cli_json_usage",
+    "cli_elapsed_ms_total": 17553.84,
+    "sql_execution_elapsed_ms_total": 10.61,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_0f21b2bd307463a4/cli/conversation.jsonl",
+    "note": "Executed through a local AI CLI with structured usage metadata."
+  }
+}

Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_0f21b2bd307463a4/cli/sql_attempt_1.metadata.json

@@ -0,0 +1,43 @@
+{
+  "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": "2026-05-19T15:53:30.843250+00:00",
+  "ended_at": "2026-05-19T15:53:34.264820+00:00",
+  "elapsed_ms": 3421.55,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 16392,
+    "bytes_utf8": 16392,
+    "lines": 614,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 281,
+    "bytes_utf8": 281,
+    "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": 280,
+      "bytes_utf8": 280,
+      "lines": 4,
+      "estimated_tokens": null
+    },
+    "usage": {}
+  },
+  "status": "failed",
+  "error": "AI CLI command failed with exit code 1: ",
+  "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_c/c11/artifacts/v2q_c11_0f21b2bd307463a4/cli/sql_attempt_2.metadata.json

@@ -0,0 +1,45 @@
+{
+  "attempt": 2,
+  "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": "2026-05-19T15:53:35.267436+00:00",
+  "ended_at": "2026-05-19T15:53:49.399776+00:00",
+  "elapsed_ms": 14132.29,
+  "prompt_metrics": {
+    "chars": 16392,
+    "bytes_utf8": 16392,
+    "lines": 614,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 743,
+    "bytes_utf8": 743,
+    "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": 387,
+      "bytes_utf8": 387,
+      "lines": 1,
+      "estimated_tokens": null
+    },
+    "usage": {
+      "input_tokens": 17514,
+      "cached_input_tokens": 16768,
+      "output_tokens": 607,
+      "reasoning_output_tokens": 494
+    }
+  },
+  "prompt_path": "cli/sql_prompt_attempt_2.txt",
+  "response_path": "cli/sql_response_attempt_2.txt",
+  "raw_response_path": "cli/sql_response_attempt_2.raw.txt",
+  "stderr_path": "cli/sql_stderr_attempt_2.txt"
+}

Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_0f21b2bd307463a4/cli/sql_prompt_attempt_1.txt

@@ -0,0 +1,614 @@
+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: c11
+- dataset_name: Connect 4
+- table_name: c11
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 42 feature columns and target `class`.
+- task_type: classification
+- target_column: class
+- main_row_count: 67557
+- important_fields:
+- a1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a1.
+- a2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a2.
+- a3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a3.
+- a4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a4.
+- a5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a5.
+- a6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a6.
+- b1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b1.
+- b2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b2.
+- b3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b3.
+- b4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b4.
+- b5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b5.
+- b6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b6.
+- c1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c1.
+- c2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c2.
+- c3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c3.
+- c4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c4.
+- c5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c5.
+- c6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c6.
+- d1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d1.
+- d2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d2.
+- d3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d3.
+- d4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d4.
+- d5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d5.
+- d6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d6.
+- e1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e1.
+- e2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e2.
+- e3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e3.
+- e4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e4.
+- e5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e5.
+- e6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e6.
+- f1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f1.
+- f2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f2.
+- f3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f3.
+- f4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f4.
+- f5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f5.
+- f6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f6.
+- g1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g1.
+- g2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g2.
+- g3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g3.
+- g4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g4.
+- g5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g5.
+- g6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g6.
+- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class.
+- useful_field_combinations: [['a1', 'a2', 'class'], ['a1', 'a1', 'class']]
+- fields_requiring_caution: ['class']
+- source_url: https://archive.ics.uci.edu/dataset/26/connect-4
+
+SQLite schema snapshot:
+{
+  "table_name": "c11",
+  "quoted_table_name": "\"c11\"",
+  "row_count": 67557,
+  "columns": [
+    {
+      "name": "a1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "class",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "o",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "o",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "o",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "o",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "o",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_clickbench_filtered_topk_group_count",
+    "template_name": "Filtered Top-k Group Count",
+    "primary_family": "subgroup_structure",
+    "portability": "yes",
+    "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};",
+    "required_roles": [
+      "group_col",
+      "predicate_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "c11",
+  "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=d5.",
+  "planned_template_id": "tpl_clickbench_filtered_topk_group_count",
+  "bindings": {
+    "group_col": "d5",
+    "predicate_col": "d5",
+    "predicate_op": "=",
+    "predicate_value": "b",
+    "top_k": 13,
+    "top_n": 3,
+    "num_tiles": 10,
+    "percentile_value": 0.95,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.1,
+    "baseline_multiplier": 1.5,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 5,
+    "measure_threshold": 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 support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};"
+}
+
+Repair context:
+{}

Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_0f21b2bd307463a4/cli/sql_prompt_attempt_2.txt

@@ -0,0 +1,614 @@
+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: c11
+- dataset_name: Connect 4
+- table_name: c11
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 42 feature columns and target `class`.
+- task_type: classification
+- target_column: class
+- main_row_count: 67557
+- important_fields:
+- a1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a1.
+- a2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a2.
+- a3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a3.
+- a4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a4.
+- a5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a5.
+- a6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a6.
+- b1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b1.
+- b2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b2.
+- b3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b3.
+- b4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b4.
+- b5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b5.
+- b6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b6.
+- c1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c1.
+- c2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c2.
+- c3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c3.
+- c4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c4.
+- c5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c5.
+- c6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c6.
+- d1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d1.
+- d2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d2.
+- d3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d3.
+- d4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d4.
+- d5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d5.
+- d6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d6.
+- e1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e1.
+- e2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e2.
+- e3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e3.
+- e4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e4.
+- e5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e5.
+- e6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e6.
+- f1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f1.
+- f2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f2.
+- f3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f3.
+- f4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f4.
+- f5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f5.
+- f6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f6.
+- g1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g1.
+- g2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g2.
+- g3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g3.
+- g4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g4.
+- g5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g5.
+- g6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g6.
+- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class.
+- useful_field_combinations: [['a1', 'a2', 'class'], ['a1', 'a1', 'class']]
+- fields_requiring_caution: ['class']
+- source_url: https://archive.ics.uci.edu/dataset/26/connect-4
+
+SQLite schema snapshot:
+{
+  "table_name": "c11",
+  "quoted_table_name": "\"c11\"",
+  "row_count": 67557,
+  "columns": [
+    {
+      "name": "a1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "class",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "o",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "o",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "o",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "o",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "o",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_clickbench_filtered_topk_group_count",
+    "template_name": "Filtered Top-k Group Count",
+    "primary_family": "subgroup_structure",
+    "portability": "yes",
+    "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};",
+    "required_roles": [
+      "group_col",
+      "predicate_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "c11",
+  "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=d5.",
+  "planned_template_id": "tpl_clickbench_filtered_topk_group_count",
+  "bindings": {
+    "group_col": "d5",
+    "predicate_col": "d5",
+    "predicate_op": "=",
+    "predicate_value": "b",
+    "top_k": 13,
+    "top_n": 3,
+    "num_tiles": 10,
+    "percentile_value": 0.95,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.1,
+    "baseline_multiplier": 1.5,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 5,
+    "measure_threshold": 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 support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};"
+}
+
+Repair context:
+{}

Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_0f21b2bd307463a4/cli/sql_response_attempt_1.raw.txt

@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40f1-3909-7290-ab0a-77a7e6c2530c"}
+{"type":"turn.started"}
+{"type":"error","message":"Quota exceeded. Check your plan and billing details."}
+{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}}

Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_0f21b2bd307463a4/cli/sql_response_attempt_1.txt

@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40f1-3909-7290-ab0a-77a7e6c2530c"}
+{"type":"turn.started"}
+{"type":"error","message":"Quota exceeded. Check your plan and billing details."}
+{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}}

Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_0f21b2bd307463a4/cli/sql_response_attempt_2.raw.txt

@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40f1-4a34-7880-8d6e-f74982fc3c09"}
+{"type":"turn.started"}
+{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"d5\\\", COUNT(*) AS support\\nFROM \\\"c11\\\"\\nWHERE \\\"d5\\\" = 'b'\\nGROUP BY \\\"d5\\\"\\nORDER BY support DESC\\nLIMIT 13;\",\"notes\":\"Applied the planned Filtered Top-k Group Count template with \\\"d5\\\" as both the grouping and predicate column, filtering to rows where \\\"d5\\\" = 'b' and returning up to 13 groups by support.\"}"}}
+{"type":"turn.completed","usage":{"input_tokens":17514,"cached_input_tokens":16768,"output_tokens":607,"reasoning_output_tokens":494}}

Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_0f21b2bd307463a4/cli/sql_response_attempt_2.txt

@@ -0,0 +1 @@
+{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"d5\", COUNT(*) AS support\nFROM \"c11\"\nWHERE \"d5\" = 'b'\nGROUP BY \"d5\"\nORDER BY support DESC\nLIMIT 13;","notes":"Applied the planned Filtered Top-k Group Count template with \"d5\" as both the grouping and predicate column, filtering to rows where \"d5\" = 'b' and returning up to 13 groups by support."}

Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_0fe902a400b18ab4/cli/conversation.jsonl

@@ -0,0 +1,2 @@
+{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 16374, "bytes_utf8": 16374, "lines": 612, "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": 336, "bytes_utf8": 336, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17546, "cached_input_tokens": 16768, "output_tokens": 402, "reasoning_output_tokens": 287}}

Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_0fe902a400b18ab4/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": "c11",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c11_0fe902a400b18ab4",
+    "api_calls": 0,
+    "input_tokens": 17546,
+    "cached_input_tokens": 16768,
+    "output_tokens": 402,
+    "total_tokens": 17948,
+    "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": 12053.51,
+    "sql_execution_elapsed_ms_total": 46.13,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_0fe902a400b18ab4/cli/conversation.jsonl",
+    "note": "Executed through a local AI CLI with structured usage metadata."
+  }
+}

Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_0fe902a400b18ab4/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": "2026-05-19T15:45:34.018782+00:00",
+  "ended_at": "2026-05-19T15:45:46.072316+00:00",
+  "elapsed_ms": 12053.51,
+  "prompt_metrics": {
+    "chars": 16374,
+    "bytes_utf8": 16374,
+    "lines": 612,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 714,
+    "bytes_utf8": 714,
+    "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": 336,
+      "bytes_utf8": 336,
+      "lines": 1,
+      "estimated_tokens": null
+    },
+    "usage": {
+      "input_tokens": 17546,
+      "cached_input_tokens": 16768,
+      "output_tokens": 402,
+      "reasoning_output_tokens": 287
+    }
+  },
+  "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_c/c11/artifacts/v2q_c11_0fe902a400b18ab4/cli/sql_prompt_attempt_1.txt

@@ -0,0 +1,612 @@
+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: c11
+- dataset_name: Connect 4
+- table_name: c11
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 42 feature columns and target `class`.
+- task_type: classification
+- target_column: class
+- main_row_count: 67557
+- important_fields:
+- a1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a1.
+- a2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a2.
+- a3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a3.
+- a4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a4.
+- a5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a5.
+- a6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a6.
+- b1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b1.
+- b2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b2.
+- b3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b3.
+- b4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b4.
+- b5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b5.
+- b6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b6.
+- c1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c1.
+- c2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c2.
+- c3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c3.
+- c4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c4.
+- c5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c5.
+- c6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c6.
+- d1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d1.
+- d2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d2.
+- d3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d3.
+- d4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d4.
+- d5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d5.
+- d6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d6.
+- e1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e1.
+- e2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e2.
+- e3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e3.
+- e4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e4.
+- e5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e5.
+- e6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e6.
+- f1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f1.
+- f2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f2.
+- f3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f3.
+- f4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f4.
+- f5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f5.
+- f6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f6.
+- g1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g1.
+- g2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g2.
+- g3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g3.
+- g4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g4.
+- g5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g5.
+- g6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g6.
+- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class.
+- useful_field_combinations: [['a1', 'a2', 'class'], ['a1', 'a1', 'class']]
+- fields_requiring_caution: ['class']
+- source_url: https://archive.ics.uci.edu/dataset/26/connect-4
+
+SQLite schema snapshot:
+{
+  "table_name": "c11",
+  "quoted_table_name": "\"c11\"",
+  "row_count": 67557,
+  "columns": [
+    {
+      "name": "a1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "class",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "o",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "o",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "o",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "o",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "o",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_tail_pairwise_sparse_slice_v2",
+    "template_name": "Pairwise Sparse Slice Count",
+    "primary_family": "tail_rarity_structure",
+    "portability": "yes",
+    "sql_skeleton": "SELECT\n    {group_col},\n    {group_col_2},\n    COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};",
+    "required_roles": [
+      "group_col",
+      "group_col_2"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "c11",
+  "question": "Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role filtered_stable_view. Focus on group_col=a2, group_col_2=g3.",
+  "planned_template_id": "tpl_tail_pairwise_sparse_slice_v2",
+  "bindings": {
+    "group_col": "a2",
+    "group_col_2": "g3",
+    "top_k": 18,
+    "top_n": 6,
+    "num_tiles": 10,
+    "percentile_value": 0.9,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.05,
+    "baseline_multiplier": 1.75,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 4,
+    "measure_threshold": 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    {group_col_2},\n    COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};"
+}
+
+Repair context:
+{}

Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_0fe902a400b18ab4/cli/sql_response_attempt_1.raw.txt

@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40e9-f253-7030-9247-1d5589703098"}
+{"type":"turn.started"}
+{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_pairwise_sparse_slice_v2\\nSELECT\\n    \\\"a2\\\",\\n    \\\"g3\\\",\\n    COUNT(*) AS \\\"support\\\"\\nFROM \\\"c11\\\"\\nGROUP BY \\\"a2\\\", \\\"g3\\\"\\nORDER BY \\\"support\\\" ASC, \\\"a2\\\", \\\"g3\\\"\\nLIMIT 18;\",\"notes\":\"Used the provided Pairwise Sparse Slice Count template with group_col=\\\"a2\\\", group_col_2=\\\"g3\\\", and top_k=18.\"}"}}
+{"type":"turn.completed","usage":{"input_tokens":17546,"cached_input_tokens":16768,"output_tokens":402,"reasoning_output_tokens":287}}

Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_0fe902a400b18ab4/cli/sql_response_attempt_1.txt

@@ -0,0 +1 @@
+{"sql":"-- template_id: tpl_tail_pairwise_sparse_slice_v2\nSELECT\n    \"a2\",\n    \"g3\",\n    COUNT(*) AS \"support\"\nFROM \"c11\"\nGROUP BY \"a2\", \"g3\"\nORDER BY \"support\" ASC, \"a2\", \"g3\"\nLIMIT 18;","notes":"Used the provided Pairwise Sparse Slice Count template with group_col=\"a2\", group_col_2=\"g3\", and top_k=18."}

Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_10032ca6e85513ae/cli/conversation.jsonl

@@ -0,0 +1,2 @@
+{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 16531, "bytes_utf8": 16531, "lines": 616, "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": 467, "bytes_utf8": 467, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17548, "cached_input_tokens": 16768, "output_tokens": 351, "reasoning_output_tokens": 214}}

Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_10032ca6e85513ae/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": "c11",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c11_10032ca6e85513ae",
+    "api_calls": 0,
+    "input_tokens": 17548,
+    "cached_input_tokens": 16768,
+    "output_tokens": 351,
+    "total_tokens": 17899,
+    "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": 10161.64,
+    "sql_execution_elapsed_ms_total": 9.1,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_10032ca6e85513ae/cli/conversation.jsonl",
+    "note": "Executed through a local AI CLI with structured usage metadata."
+  }
+}

Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_10032ca6e85513ae/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": "2026-05-19T15:59:53.734588+00:00",
+  "ended_at": "2026-05-19T16:00:03.896269+00:00",
+  "elapsed_ms": 10161.64,
+  "prompt_metrics": {
+    "chars": 16531,
+    "bytes_utf8": 16531,
+    "lines": 616,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 847,
+    "bytes_utf8": 847,
+    "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": 467,
+      "bytes_utf8": 467,
+      "lines": 1,
+      "estimated_tokens": null
+    },
+    "usage": {
+      "input_tokens": 17548,
+      "cached_input_tokens": 16768,
+      "output_tokens": 351,
+      "reasoning_output_tokens": 214
+    }
+  },
+  "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_c/c11/artifacts/v2q_c11_10032ca6e85513ae/cli/sql_prompt_attempt_1.txt

@@ -0,0 +1,616 @@
+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: c11
+- dataset_name: Connect 4
+- table_name: c11
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 42 feature columns and target `class`.
+- task_type: classification
+- target_column: class
+- main_row_count: 67557
+- important_fields:
+- a1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a1.
+- a2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a2.
+- a3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a3.
+- a4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a4.
+- a5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a5.
+- a6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a6.
+- b1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b1.
+- b2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b2.
+- b3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b3.
+- b4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b4.
+- b5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b5.
+- b6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b6.
+- c1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c1.
+- c2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c2.
+- c3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c3.
+- c4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c4.
+- c5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c5.
+- c6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c6.
+- d1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d1.
+- d2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d2.
+- d3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d3.
+- d4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d4.
+- d5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d5.
+- d6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d6.
+- e1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e1.
+- e2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e2.
+- e3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e3.
+- e4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e4.
+- e5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e5.
+- e6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e6.
+- f1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f1.
+- f2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f2.
+- f3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f3.
+- f4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f4.
+- f5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f5.
+- f6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f6.
+- g1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g1.
+- g2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g2.
+- g3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g3.
+- g4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g4.
+- g5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g5.
+- g6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g6.
+- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class.
+- useful_field_combinations: [['a1', 'a2', 'class'], ['a1', 'a1', 'class']]
+- fields_requiring_caution: ['class']
+- source_url: https://archive.ics.uci.edu/dataset/26/connect-4
+
+SQLite schema snapshot:
+{
+  "table_name": "c11",
+  "quoted_table_name": "\"c11\"",
+  "row_count": 67557,
+  "columns": [
+    {
+      "name": "a1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "class",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "o",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "o",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "o",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "o",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "o",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_clickbench_filtered_distinct_topk",
+    "template_name": "Filtered Top-k Distinct Coverage",
+    "primary_family": "subgroup_structure",
+    "portability": "partial",
+    "sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};",
+    "required_roles": [
+      "group_col",
+      "entity_col",
+      "predicate_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "c11",
+  "question": "Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=b6.",
+  "planned_template_id": "tpl_clickbench_filtered_distinct_topk",
+  "bindings": {
+    "group_col": "b6",
+    "predicate_col": "b6",
+    "predicate_op": "=",
+    "predicate_value": "x",
+    "entity_col": "b6",
+    "top_k": 10,
+    "top_n": 3,
+    "num_tiles": 10,
+    "percentile_value": 0.95,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.1,
+    "baseline_multiplier": 1.5,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 5,
+    "measure_threshold": 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}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};"
+}
+
+Repair context:
+{}

Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_10032ca6e85513ae/cli/sql_response_attempt_1.raw.txt

@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40f7-10a5-7a02-8279-653388025d8b"}
+{"type":"turn.started"}
+{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_distinct_topk\\nSELECT \\\"b6\\\", COUNT(DISTINCT \\\"b6\\\") AS distinct_entities\\nFROM \\\"c11\\\"\\nWHERE \\\"b6\\\" = 'x'\\nGROUP BY \\\"b6\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 10;\",\"notes\":\"Applied the provided template and bound roles exactly. Since \\\"group_col\\\", \\\"predicate_col\\\", and \\\"entity_col\\\" are all \\\"b6\\\" with the filter \\\"b6\\\" = 'x', the query returns the filtered \\\"b6\\\" group(s) and their distinct \\\"b6\\\" count.\"}"}}
+{"type":"turn.completed","usage":{"input_tokens":17548,"cached_input_tokens":16768,"output_tokens":351,"reasoning_output_tokens":214}}

Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_10032ca6e85513ae/cli/sql_response_attempt_1.txt

@@ -0,0 +1 @@
+{"sql":"-- template_id: tpl_clickbench_filtered_distinct_topk\nSELECT \"b6\", COUNT(DISTINCT \"b6\") AS distinct_entities\nFROM \"c11\"\nWHERE \"b6\" = 'x'\nGROUP BY \"b6\"\nORDER BY distinct_entities DESC\nLIMIT 10;","notes":"Applied the provided template and bound roles exactly. Since \"group_col\", \"predicate_col\", and \"entity_col\" are all \"b6\" with the filter \"b6\" = 'x', the query returns the filtered \"b6\" group(s) and their distinct \"b6\" count."}

Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_1a14c1e6a5508a4c/cli/conversation.jsonl

@@ -0,0 +1,2 @@
+{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 16505, "bytes_utf8": 16505, "lines": 616, "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": 346, "bytes_utf8": 346, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17559, "cached_input_tokens": 16768, "output_tokens": 407, "reasoning_output_tokens": 297}}

Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_1a14c1e6a5508a4c/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": "c11",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c11_1a14c1e6a5508a4c",
+    "api_calls": 0,
+    "input_tokens": 17559,
+    "cached_input_tokens": 16768,
+    "output_tokens": 407,
+    "total_tokens": 17966,
+    "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": 18470.67,
+    "sql_execution_elapsed_ms_total": 16.15,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_1a14c1e6a5508a4c/cli/conversation.jsonl",
+    "note": "Executed through a local AI CLI with structured usage metadata."
+  }
+}

Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_1a14c1e6a5508a4c/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": "2026-05-19T15:39:05.565508+00:00",
+  "ended_at": "2026-05-19T15:39:24.036207+00:00",
+  "elapsed_ms": 18470.67,
+  "prompt_metrics": {
+    "chars": 16505,
+    "bytes_utf8": 16505,
+    "lines": 616,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 1046,
+    "bytes_utf8": 1046,
+    "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": 346,
+      "bytes_utf8": 346,
+      "lines": 1,
+      "estimated_tokens": null
+    },
+    "usage": {
+      "input_tokens": 17559,
+      "cached_input_tokens": 16768,
+      "output_tokens": 407,
+      "reasoning_output_tokens": 297
+    }
+  },
+  "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_c/c11/artifacts/v2q_c11_1a14c1e6a5508a4c/cli/sql_prompt_attempt_1.txt

@@ -0,0 +1,616 @@
+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: c11
+- dataset_name: Connect 4
+- table_name: c11
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 42 feature columns and target `class`.
+- task_type: classification
+- target_column: class
+- main_row_count: 67557
+- important_fields:
+- a1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a1.
+- a2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a2.
+- a3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a3.
+- a4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a4.
+- a5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a5.
+- a6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for a6.
+- b1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b1.
+- b2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b2.
+- b3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b3.
+- b4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b4.
+- b5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b5.
+- b6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for b6.
+- c1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c1.
+- c2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c2.
+- c3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c3.
+- c4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c4.
+- c5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c5.
+- c6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for c6.
+- d1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d1.
+- d2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d2.
+- d3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d3.
+- d4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d4.
+- d5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d5.
+- d6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for d6.
+- e1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e1.
+- e2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e2.
+- e3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e3.
+- e4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e4.
+- e5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e5.
+- e6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for e6.
+- f1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f1.
+- f2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f2.
+- f3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f3.
+- f4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f4.
+- f5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f5.
+- f6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for f6.
+- g1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g1.
+- g2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g2.
+- g3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g3.
+- g4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g4.
+- g5: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g5.
+- g6: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for g6.
+- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class.
+- useful_field_combinations: [['a1', 'a2', 'class'], ['a1', 'a1', 'class']]
+- fields_requiring_caution: ['class']
+- source_url: https://archive.ics.uci.edu/dataset/26/connect-4
+
+SQLite schema snapshot:
+{
+  "table_name": "c11",
+  "quoted_table_name": "\"c11\"",
+  "row_count": 67557,
+  "columns": [
+    {
+      "name": "a1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "a6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "b6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "c6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "d6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "e6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "f6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "g6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "class",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "o",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "o",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "o",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "b",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "o",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    },
+    {
+      "a1": "o",
+      "a2": "b",
+      "a3": "b",
+      "a4": "b",
+      "a5": "b",
+      "a6": "b",
+      "b1": "b",
+      "b2": "b",
+      "b3": "b",
+      "b4": "b",
+      "b5": "b",
+      "b6": "b",
+      "c1": "x",
+      "c2": "b",
+      "c3": "b",
+      "c4": "b",
+      "c5": "b",
+      "c6": "b",
+      "d1": "x",
+      "d2": "o",
+      "d3": "x",
+      "d4": "o",
+      "d5": "x",
+      "d6": "o",
+      "e1": "b",
+      "e2": "b",
+      "e3": "b",
+      "e4": "b",
+      "e5": "b",
+      "e6": "b",
+      "f1": "b",
+      "f2": "b",
+      "f3": "b",
+      "f4": "b",
+      "f5": "b",
+      "f6": "b",
+      "g1": "b",
+      "g2": "b",
+      "g3": "b",
+      "g4": "b",
+      "g5": "b",
+      "g6": "b",
+      "class": "win"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_c2_filtered_group_count_2d",
+    "template_name": "Filtered Two-Dimensional Group Count",
+    "primary_family": "conditional_dependency_structure",
+    "portability": "yes",
+    "sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;",
+    "required_roles": [
+      "group_col",
+      "group_col_2",
+      "predicate_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "c11",
+  "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=a2, group_col_2=c2.",
+  "planned_template_id": "tpl_c2_filtered_group_count_2d",
+  "bindings": {
+    "group_col": "a2",
+    "group_col_2": "c2",
+    "predicate_col": "b5",
+    "predicate_op": "=",
+    "predicate_value": "x",
+    "top_k": 13,
+    "top_n": 4,
+    "num_tiles": 10,
+    "percentile_value": 0.9,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.1,
+    "baseline_multiplier": 1.5,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 5,
+    "measure_threshold": 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}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;"
+}
+
+Repair context:
+{}

Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_1a14c1e6a5508a4c/cli/sql_response_attempt_1.raw.txt

@@ -0,0 +1,5 @@
+{"type":"thread.started","thread_id":"019e40e4-04f4-7880-ac30-274944cde7a0"}
+{"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 1999923, Requested 18194. Please try again in 543ms. 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_c2_filtered_group_count_2d\\nSELECT \\\"a2\\\", \\\"c2\\\", COUNT(*) AS row_count\\nFROM \\\"c11\\\"\\nWHERE \\\"b5\\\" = 'x'\\nGROUP BY \\\"a2\\\", \\\"c2\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Applied the planned filtered two-dimensional group count template using \\\"a2\\\" and \\\"c2\\\" as grouping columns and filtering rows where \\\"b5\\\" = 'x'.\"}"}}
+{"type":"turn.completed","usage":{"input_tokens":17559,"cached_input_tokens":16768,"output_tokens":407,"reasoning_output_tokens":297}}

Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_1a14c1e6a5508a4c/cli/sql_response_attempt_1.txt

@@ -0,0 +1 @@
+{"sql":"-- template_id: tpl_c2_filtered_group_count_2d\nSELECT \"a2\", \"c2\", COUNT(*) AS row_count\nFROM \"c11\"\nWHERE \"b5\" = 'x'\nGROUP BY \"a2\", \"c2\"\nORDER BY row_count DESC;","notes":"Applied the planned filtered two-dimensional group count template using \"a2\" and \"c2\" as grouping columns and filtering rows where \"b5\" = 'x'."}

Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_1c8c08158839ac9f/cli/conversation.jsonl

@@ -0,0 +1,2 @@
+{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 16550, "bytes_utf8": 16550, "lines": 613, "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": 449, "bytes_utf8": 449, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17581, "cached_input_tokens": 12032, "output_tokens": 404, "reasoning_output_tokens": 264}}

Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_1c8c08158839ac9f/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": "c11",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c11_1c8c08158839ac9f",
+    "api_calls": 0,
+    "input_tokens": 17581,
+    "cached_input_tokens": 12032,
+    "output_tokens": 404,
+    "total_tokens": 17985,
+    "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": 8647.57,
+    "sql_execution_elapsed_ms_total": 30.66,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_1c8c08158839ac9f/cli/conversation.jsonl",
+    "note": "Executed through a local AI CLI with structured usage metadata."
+  }
+}

Query/sql/v2/runs/v2_cli_20260502_081223_c/c11/artifacts/v2q_c11_1c8c08158839ac9f/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": "2026-05-19T15:49:23.614112+00:00",
+  "ended_at": "2026-05-19T15:49:32.261716+00:00",
+  "elapsed_ms": 8647.57,
+  "prompt_metrics": {
+    "chars": 16550,
+    "bytes_utf8": 16550,
+    "lines": 613,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 808,
+    "bytes_utf8": 808,
+    "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": 449,
+      "bytes_utf8": 449,
+      "lines": 1,
+      "estimated_tokens": null
+    },
+    "usage": {
+      "input_tokens": 17581,
+      "cached_input_tokens": 12032,
+      "output_tokens": 404,
+      "reasoning_output_tokens": 264
+    }
+  },
+  "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"
+}