TabQueryBench commited on
Commit
5ae2542
·
verified ·
1 Parent(s): 1f4d6d1

Add files using upload-large-folder tool

Browse files
Files changed (20) hide show
  1. Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_013e40bfcc5a99f7/cli/sql_attempt_1.metadata.json +43 -0
  2. Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_013e40bfcc5a99f7/cli/sql_attempt_2.metadata.json +43 -0
  3. Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_013e40bfcc5a99f7/cli/sql_prompt_attempt_1.txt +240 -0
  4. Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_013e40bfcc5a99f7/cli/sql_prompt_attempt_2.txt +240 -0
  5. Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_013e40bfcc5a99f7/cli/sql_response_attempt_1.raw.txt +4 -0
  6. Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_013e40bfcc5a99f7/cli/sql_response_attempt_1.txt +4 -0
  7. Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_013e40bfcc5a99f7/cli/sql_response_attempt_2.raw.txt +4 -0
  8. Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_013e40bfcc5a99f7/cli/sql_response_attempt_2.txt +4 -0
  9. Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_013e40bfcc5a99f7/cli/sql_stderr_attempt_1.txt +0 -0
  10. Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_013e40bfcc5a99f7/cli/sql_stderr_attempt_2.txt +0 -0
  11. Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_643a24d5e1ea07d9/cli/sql_attempt_1.metadata.json +43 -0
  12. Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_643a24d5e1ea07d9/cli/sql_prompt_attempt_1.txt +242 -0
  13. Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_643a24d5e1ea07d9/cli/sql_prompt_attempt_2.txt +242 -0
  14. Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_643a24d5e1ea07d9/cli/sql_response_attempt_1.raw.txt +4 -0
  15. Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_643a24d5e1ea07d9/cli/sql_response_attempt_1.txt +4 -0
  16. Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_643a24d5e1ea07d9/cli/sql_response_attempt_2.raw.txt +4 -0
  17. Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_643a24d5e1ea07d9/cli/sql_response_attempt_2.txt +4 -0
  18. Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_643a24d5e1ea07d9/cli/sql_stderr_attempt_1.txt +0 -0
  19. Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_643a24d5e1ea07d9/cli/sql_stderr_attempt_2.txt +0 -0
  20. Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_a5a947522ddc853c/cli/sql_attempt_2.metadata.json +43 -0
Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_013e40bfcc5a99f7/cli/sql_attempt_1.metadata.json ADDED
@@ -0,0 +1,43 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "attempt": 1,
3
+ "phase": "sql_generation",
4
+ "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
5
+ "started_at": "2026-05-19T16:08:21.852816+00:00",
6
+ "ended_at": "2026-05-19T16:08:24.943105+00:00",
7
+ "elapsed_ms": 3090.26,
8
+ "returncode": 1,
9
+ "prompt_metrics": {
10
+ "chars": 7685,
11
+ "bytes_utf8": 7685,
12
+ "lines": 240,
13
+ "estimated_tokens": null
14
+ },
15
+ "stdout_metrics": {
16
+ "chars": 281,
17
+ "bytes_utf8": 281,
18
+ "lines": 4,
19
+ "estimated_tokens": null
20
+ },
21
+ "stderr_metrics": {
22
+ "chars": 0,
23
+ "bytes_utf8": 0,
24
+ "lines": 0,
25
+ "estimated_tokens": null
26
+ },
27
+ "parsed_output": {
28
+ "format": "jsonl_events",
29
+ "text_metrics": {
30
+ "chars": 280,
31
+ "bytes_utf8": 280,
32
+ "lines": 4,
33
+ "estimated_tokens": null
34
+ },
35
+ "usage": {}
36
+ },
37
+ "status": "failed",
38
+ "error": "AI CLI command failed with exit code 1: ",
39
+ "prompt_path": "cli/sql_prompt_attempt_1.txt",
40
+ "response_path": "cli/sql_response_attempt_1.txt",
41
+ "raw_response_path": "cli/sql_response_attempt_1.raw.txt",
42
+ "stderr_path": "cli/sql_stderr_attempt_1.txt"
43
+ }
Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_013e40bfcc5a99f7/cli/sql_attempt_2.metadata.json ADDED
@@ -0,0 +1,43 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "attempt": 2,
3
+ "phase": "sql_generation",
4
+ "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
5
+ "started_at": "2026-05-19T16:08:25.945135+00:00",
6
+ "ended_at": "2026-05-19T16:08:28.691861+00:00",
7
+ "elapsed_ms": 2746.68,
8
+ "returncode": 1,
9
+ "prompt_metrics": {
10
+ "chars": 7685,
11
+ "bytes_utf8": 7685,
12
+ "lines": 240,
13
+ "estimated_tokens": null
14
+ },
15
+ "stdout_metrics": {
16
+ "chars": 281,
17
+ "bytes_utf8": 281,
18
+ "lines": 4,
19
+ "estimated_tokens": null
20
+ },
21
+ "stderr_metrics": {
22
+ "chars": 0,
23
+ "bytes_utf8": 0,
24
+ "lines": 0,
25
+ "estimated_tokens": null
26
+ },
27
+ "parsed_output": {
28
+ "format": "jsonl_events",
29
+ "text_metrics": {
30
+ "chars": 280,
31
+ "bytes_utf8": 280,
32
+ "lines": 4,
33
+ "estimated_tokens": null
34
+ },
35
+ "usage": {}
36
+ },
37
+ "status": "failed",
38
+ "error": "AI CLI command failed with exit code 1: ",
39
+ "prompt_path": "cli/sql_prompt_attempt_2.txt",
40
+ "response_path": "cli/sql_response_attempt_2.txt",
41
+ "raw_response_path": "cli/sql_response_attempt_2.raw.txt",
42
+ "stderr_path": "cli/sql_stderr_attempt_2.txt"
43
+ }
Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_013e40bfcc5a99f7/cli/sql_prompt_attempt_1.txt ADDED
@@ -0,0 +1,240 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ You are generating one SQLite SELECT query for a single-table SQL QA task.
2
+ Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
3
+ Rules:
4
+ - Use only the provided table and columns.
5
+ - Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
6
+ - Prefer the planned template and bound roles when provided.
7
+ - Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
8
+ - Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
9
+ - Quote identifiers with double quotes.
10
+ - Return no markdown and no extra prose.
11
+
12
+ Dataset context:
13
+ Dataset context for SQL QA:
14
+ - dataset_id: n3
15
+ - dataset_name: Wine Quality
16
+ - table_name: n3
17
+ - table_layout: single-table dataset (do not assume joins).
18
+ - row_semantics: One row is one tabular observation with 11 feature columns and target `quality`.
19
+ - task_type: classification
20
+ - target_column: quality
21
+ - main_row_count: 4898
22
+ - important_fields:
23
+ - fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity.
24
+ - volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity.
25
+ - citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid.
26
+ - residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar.
27
+ - chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides.
28
+ - free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide.
29
+ - total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide.
30
+ - density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density.
31
+ - pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH.
32
+ - sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates.
33
+ - alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol.
34
+ - quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality.
35
+ - useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']]
36
+ - fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density']
37
+ - source_url: https://archive.ics.uci.edu/dataset/186/wine+quality
38
+
39
+ SQLite schema snapshot:
40
+ {
41
+ "table_name": "n3",
42
+ "quoted_table_name": "\"n3\"",
43
+ "row_count": 4898,
44
+ "columns": [
45
+ {
46
+ "name": "fixed acidity",
47
+ "type": "TEXT",
48
+ "notnull": false,
49
+ "pk": false
50
+ },
51
+ {
52
+ "name": "volatile acidity",
53
+ "type": "TEXT",
54
+ "notnull": false,
55
+ "pk": false
56
+ },
57
+ {
58
+ "name": "citric acid",
59
+ "type": "TEXT",
60
+ "notnull": false,
61
+ "pk": false
62
+ },
63
+ {
64
+ "name": "residual sugar",
65
+ "type": "TEXT",
66
+ "notnull": false,
67
+ "pk": false
68
+ },
69
+ {
70
+ "name": "chlorides",
71
+ "type": "TEXT",
72
+ "notnull": false,
73
+ "pk": false
74
+ },
75
+ {
76
+ "name": "free sulfur dioxide",
77
+ "type": "TEXT",
78
+ "notnull": false,
79
+ "pk": false
80
+ },
81
+ {
82
+ "name": "total sulfur dioxide",
83
+ "type": "TEXT",
84
+ "notnull": false,
85
+ "pk": false
86
+ },
87
+ {
88
+ "name": "density",
89
+ "type": "TEXT",
90
+ "notnull": false,
91
+ "pk": false
92
+ },
93
+ {
94
+ "name": "pH",
95
+ "type": "TEXT",
96
+ "notnull": false,
97
+ "pk": false
98
+ },
99
+ {
100
+ "name": "sulphates",
101
+ "type": "TEXT",
102
+ "notnull": false,
103
+ "pk": false
104
+ },
105
+ {
106
+ "name": "alcohol",
107
+ "type": "TEXT",
108
+ "notnull": false,
109
+ "pk": false
110
+ },
111
+ {
112
+ "name": "quality",
113
+ "type": "TEXT",
114
+ "notnull": false,
115
+ "pk": false
116
+ }
117
+ ],
118
+ "sample_rows": [
119
+ {
120
+ "fixed acidity": "7",
121
+ "volatile acidity": "0.27",
122
+ "citric acid": "0.36",
123
+ "residual sugar": "20.7",
124
+ "chlorides": "0.045",
125
+ "free sulfur dioxide": "45",
126
+ "total sulfur dioxide": "170",
127
+ "density": "1.001",
128
+ "pH": "3",
129
+ "sulphates": "0.45",
130
+ "alcohol": "8.8",
131
+ "quality": "6"
132
+ },
133
+ {
134
+ "fixed acidity": "6.3",
135
+ "volatile acidity": "0.3",
136
+ "citric acid": "0.34",
137
+ "residual sugar": "1.6",
138
+ "chlorides": "0.049",
139
+ "free sulfur dioxide": "14",
140
+ "total sulfur dioxide": "132",
141
+ "density": "0.994",
142
+ "pH": "3.3",
143
+ "sulphates": "0.49",
144
+ "alcohol": "9.5",
145
+ "quality": "6"
146
+ },
147
+ {
148
+ "fixed acidity": "8.1",
149
+ "volatile acidity": "0.28",
150
+ "citric acid": "0.4",
151
+ "residual sugar": "6.9",
152
+ "chlorides": "0.05",
153
+ "free sulfur dioxide": "30",
154
+ "total sulfur dioxide": "97",
155
+ "density": "0.9951",
156
+ "pH": "3.26",
157
+ "sulphates": "0.44",
158
+ "alcohol": "10.1",
159
+ "quality": "6"
160
+ },
161
+ {
162
+ "fixed acidity": "7.2",
163
+ "volatile acidity": "0.23",
164
+ "citric acid": "0.32",
165
+ "residual sugar": "8.5",
166
+ "chlorides": "0.058",
167
+ "free sulfur dioxide": "47",
168
+ "total sulfur dioxide": "186",
169
+ "density": "0.9956",
170
+ "pH": "3.19",
171
+ "sulphates": "0.4",
172
+ "alcohol": "9.9",
173
+ "quality": "6"
174
+ },
175
+ {
176
+ "fixed acidity": "7.2",
177
+ "volatile acidity": "0.23",
178
+ "citric acid": "0.32",
179
+ "residual sugar": "8.5",
180
+ "chlorides": "0.058",
181
+ "free sulfur dioxide": "47",
182
+ "total sulfur dioxide": "186",
183
+ "density": "0.9956",
184
+ "pH": "3.19",
185
+ "sulphates": "0.4",
186
+ "alcohol": "9.9",
187
+ "quality": "6"
188
+ }
189
+ ]
190
+ }
191
+
192
+ Shortlisted templates:
193
+ [
194
+ {
195
+ "template_id": "tpl_h2o_group_sum",
196
+ "template_name": "Grouped Numeric Sum",
197
+ "primary_family": "subgroup_structure",
198
+ "portability": "partial",
199
+ "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;",
200
+ "required_roles": [
201
+ "group_col",
202
+ "measure_col"
203
+ ]
204
+ }
205
+ ]
206
+
207
+ Problem instance:
208
+ {
209
+ "dataset_id": "n3",
210
+ "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=sulphates, measure_col=volatile acidity.",
211
+ "planned_template_id": "tpl_h2o_group_sum",
212
+ "bindings": {
213
+ "group_col": "sulphates",
214
+ "measure_col": "volatile acidity",
215
+ "top_k": 11,
216
+ "top_n": 4,
217
+ "num_tiles": 10,
218
+ "percentile_value": 0.9,
219
+ "z_threshold": 2.0,
220
+ "fraction_threshold": 0.1,
221
+ "baseline_multiplier": 1.5,
222
+ "baseline_fraction": 0.1,
223
+ "min_group_size": 5,
224
+ "min_support": 5,
225
+ "measure_threshold": 0.32,
226
+ "time_grain": "month",
227
+ "lookback_rows": 3,
228
+ "current_period_start": "'2024-01-01'",
229
+ "current_period_end": "'2024-04-01'",
230
+ "previous_period_start": "'2023-10-01'",
231
+ "previous_period_end": "'2024-01-01'",
232
+ "drift_ratio_threshold": 0.8
233
+ },
234
+ "can_vary": [],
235
+ "must_fix": [],
236
+ "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;"
237
+ }
238
+
239
+ Repair context:
240
+ {}
Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_013e40bfcc5a99f7/cli/sql_prompt_attempt_2.txt ADDED
@@ -0,0 +1,240 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ You are generating one SQLite SELECT query for a single-table SQL QA task.
2
+ Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
3
+ Rules:
4
+ - Use only the provided table and columns.
5
+ - Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
6
+ - Prefer the planned template and bound roles when provided.
7
+ - Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
8
+ - Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
9
+ - Quote identifiers with double quotes.
10
+ - Return no markdown and no extra prose.
11
+
12
+ Dataset context:
13
+ Dataset context for SQL QA:
14
+ - dataset_id: n3
15
+ - dataset_name: Wine Quality
16
+ - table_name: n3
17
+ - table_layout: single-table dataset (do not assume joins).
18
+ - row_semantics: One row is one tabular observation with 11 feature columns and target `quality`.
19
+ - task_type: classification
20
+ - target_column: quality
21
+ - main_row_count: 4898
22
+ - important_fields:
23
+ - fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity.
24
+ - volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity.
25
+ - citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid.
26
+ - residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar.
27
+ - chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides.
28
+ - free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide.
29
+ - total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide.
30
+ - density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density.
31
+ - pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH.
32
+ - sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates.
33
+ - alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol.
34
+ - quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality.
35
+ - useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']]
36
+ - fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density']
37
+ - source_url: https://archive.ics.uci.edu/dataset/186/wine+quality
38
+
39
+ SQLite schema snapshot:
40
+ {
41
+ "table_name": "n3",
42
+ "quoted_table_name": "\"n3\"",
43
+ "row_count": 4898,
44
+ "columns": [
45
+ {
46
+ "name": "fixed acidity",
47
+ "type": "TEXT",
48
+ "notnull": false,
49
+ "pk": false
50
+ },
51
+ {
52
+ "name": "volatile acidity",
53
+ "type": "TEXT",
54
+ "notnull": false,
55
+ "pk": false
56
+ },
57
+ {
58
+ "name": "citric acid",
59
+ "type": "TEXT",
60
+ "notnull": false,
61
+ "pk": false
62
+ },
63
+ {
64
+ "name": "residual sugar",
65
+ "type": "TEXT",
66
+ "notnull": false,
67
+ "pk": false
68
+ },
69
+ {
70
+ "name": "chlorides",
71
+ "type": "TEXT",
72
+ "notnull": false,
73
+ "pk": false
74
+ },
75
+ {
76
+ "name": "free sulfur dioxide",
77
+ "type": "TEXT",
78
+ "notnull": false,
79
+ "pk": false
80
+ },
81
+ {
82
+ "name": "total sulfur dioxide",
83
+ "type": "TEXT",
84
+ "notnull": false,
85
+ "pk": false
86
+ },
87
+ {
88
+ "name": "density",
89
+ "type": "TEXT",
90
+ "notnull": false,
91
+ "pk": false
92
+ },
93
+ {
94
+ "name": "pH",
95
+ "type": "TEXT",
96
+ "notnull": false,
97
+ "pk": false
98
+ },
99
+ {
100
+ "name": "sulphates",
101
+ "type": "TEXT",
102
+ "notnull": false,
103
+ "pk": false
104
+ },
105
+ {
106
+ "name": "alcohol",
107
+ "type": "TEXT",
108
+ "notnull": false,
109
+ "pk": false
110
+ },
111
+ {
112
+ "name": "quality",
113
+ "type": "TEXT",
114
+ "notnull": false,
115
+ "pk": false
116
+ }
117
+ ],
118
+ "sample_rows": [
119
+ {
120
+ "fixed acidity": "7",
121
+ "volatile acidity": "0.27",
122
+ "citric acid": "0.36",
123
+ "residual sugar": "20.7",
124
+ "chlorides": "0.045",
125
+ "free sulfur dioxide": "45",
126
+ "total sulfur dioxide": "170",
127
+ "density": "1.001",
128
+ "pH": "3",
129
+ "sulphates": "0.45",
130
+ "alcohol": "8.8",
131
+ "quality": "6"
132
+ },
133
+ {
134
+ "fixed acidity": "6.3",
135
+ "volatile acidity": "0.3",
136
+ "citric acid": "0.34",
137
+ "residual sugar": "1.6",
138
+ "chlorides": "0.049",
139
+ "free sulfur dioxide": "14",
140
+ "total sulfur dioxide": "132",
141
+ "density": "0.994",
142
+ "pH": "3.3",
143
+ "sulphates": "0.49",
144
+ "alcohol": "9.5",
145
+ "quality": "6"
146
+ },
147
+ {
148
+ "fixed acidity": "8.1",
149
+ "volatile acidity": "0.28",
150
+ "citric acid": "0.4",
151
+ "residual sugar": "6.9",
152
+ "chlorides": "0.05",
153
+ "free sulfur dioxide": "30",
154
+ "total sulfur dioxide": "97",
155
+ "density": "0.9951",
156
+ "pH": "3.26",
157
+ "sulphates": "0.44",
158
+ "alcohol": "10.1",
159
+ "quality": "6"
160
+ },
161
+ {
162
+ "fixed acidity": "7.2",
163
+ "volatile acidity": "0.23",
164
+ "citric acid": "0.32",
165
+ "residual sugar": "8.5",
166
+ "chlorides": "0.058",
167
+ "free sulfur dioxide": "47",
168
+ "total sulfur dioxide": "186",
169
+ "density": "0.9956",
170
+ "pH": "3.19",
171
+ "sulphates": "0.4",
172
+ "alcohol": "9.9",
173
+ "quality": "6"
174
+ },
175
+ {
176
+ "fixed acidity": "7.2",
177
+ "volatile acidity": "0.23",
178
+ "citric acid": "0.32",
179
+ "residual sugar": "8.5",
180
+ "chlorides": "0.058",
181
+ "free sulfur dioxide": "47",
182
+ "total sulfur dioxide": "186",
183
+ "density": "0.9956",
184
+ "pH": "3.19",
185
+ "sulphates": "0.4",
186
+ "alcohol": "9.9",
187
+ "quality": "6"
188
+ }
189
+ ]
190
+ }
191
+
192
+ Shortlisted templates:
193
+ [
194
+ {
195
+ "template_id": "tpl_h2o_group_sum",
196
+ "template_name": "Grouped Numeric Sum",
197
+ "primary_family": "subgroup_structure",
198
+ "portability": "partial",
199
+ "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;",
200
+ "required_roles": [
201
+ "group_col",
202
+ "measure_col"
203
+ ]
204
+ }
205
+ ]
206
+
207
+ Problem instance:
208
+ {
209
+ "dataset_id": "n3",
210
+ "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=sulphates, measure_col=volatile acidity.",
211
+ "planned_template_id": "tpl_h2o_group_sum",
212
+ "bindings": {
213
+ "group_col": "sulphates",
214
+ "measure_col": "volatile acidity",
215
+ "top_k": 11,
216
+ "top_n": 4,
217
+ "num_tiles": 10,
218
+ "percentile_value": 0.9,
219
+ "z_threshold": 2.0,
220
+ "fraction_threshold": 0.1,
221
+ "baseline_multiplier": 1.5,
222
+ "baseline_fraction": 0.1,
223
+ "min_group_size": 5,
224
+ "min_support": 5,
225
+ "measure_threshold": 0.32,
226
+ "time_grain": "month",
227
+ "lookback_rows": 3,
228
+ "current_period_start": "'2024-01-01'",
229
+ "current_period_end": "'2024-04-01'",
230
+ "previous_period_start": "'2023-10-01'",
231
+ "previous_period_end": "'2024-01-01'",
232
+ "drift_ratio_threshold": 0.8
233
+ },
234
+ "can_vary": [],
235
+ "must_fix": [],
236
+ "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;"
237
+ }
238
+
239
+ Repair context:
240
+ {}
Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_013e40bfcc5a99f7/cli/sql_response_attempt_1.raw.txt ADDED
@@ -0,0 +1,4 @@
 
 
 
 
 
1
+ {"type":"thread.started","thread_id":"019e40fe-d148-7e32-9530-707a98047179"}
2
+ {"type":"turn.started"}
3
+ {"type":"error","message":"Quota exceeded. Check your plan and billing details."}
4
+ {"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}}
Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_013e40bfcc5a99f7/cli/sql_response_attempt_1.txt ADDED
@@ -0,0 +1,4 @@
 
 
 
 
 
1
+ {"type":"thread.started","thread_id":"019e40fe-d148-7e32-9530-707a98047179"}
2
+ {"type":"turn.started"}
3
+ {"type":"error","message":"Quota exceeded. Check your plan and billing details."}
4
+ {"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}}
Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_013e40bfcc5a99f7/cli/sql_response_attempt_2.raw.txt ADDED
@@ -0,0 +1,4 @@
 
 
 
 
 
1
+ {"type":"thread.started","thread_id":"019e40fe-e164-7613-8f77-d390efc48453"}
2
+ {"type":"turn.started"}
3
+ {"type":"error","message":"Quota exceeded. Check your plan and billing details."}
4
+ {"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}}
Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_013e40bfcc5a99f7/cli/sql_response_attempt_2.txt ADDED
@@ -0,0 +1,4 @@
 
 
 
 
 
1
+ {"type":"thread.started","thread_id":"019e40fe-e164-7613-8f77-d390efc48453"}
2
+ {"type":"turn.started"}
3
+ {"type":"error","message":"Quota exceeded. Check your plan and billing details."}
4
+ {"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}}
Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_013e40bfcc5a99f7/cli/sql_stderr_attempt_1.txt ADDED
File without changes
Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_013e40bfcc5a99f7/cli/sql_stderr_attempt_2.txt ADDED
File without changes
Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_643a24d5e1ea07d9/cli/sql_attempt_1.metadata.json ADDED
@@ -0,0 +1,43 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "attempt": 1,
3
+ "phase": "sql_generation",
4
+ "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
5
+ "started_at": "2026-05-19T16:11:39.011893+00:00",
6
+ "ended_at": "2026-05-19T16:11:43.797931+00:00",
7
+ "elapsed_ms": 4786.01,
8
+ "returncode": 1,
9
+ "prompt_metrics": {
10
+ "chars": 8117,
11
+ "bytes_utf8": 8117,
12
+ "lines": 242,
13
+ "estimated_tokens": null
14
+ },
15
+ "stdout_metrics": {
16
+ "chars": 281,
17
+ "bytes_utf8": 281,
18
+ "lines": 4,
19
+ "estimated_tokens": null
20
+ },
21
+ "stderr_metrics": {
22
+ "chars": 0,
23
+ "bytes_utf8": 0,
24
+ "lines": 0,
25
+ "estimated_tokens": null
26
+ },
27
+ "parsed_output": {
28
+ "format": "jsonl_events",
29
+ "text_metrics": {
30
+ "chars": 280,
31
+ "bytes_utf8": 280,
32
+ "lines": 4,
33
+ "estimated_tokens": null
34
+ },
35
+ "usage": {}
36
+ },
37
+ "status": "failed",
38
+ "error": "AI CLI command failed with exit code 1: ",
39
+ "prompt_path": "cli/sql_prompt_attempt_1.txt",
40
+ "response_path": "cli/sql_response_attempt_1.txt",
41
+ "raw_response_path": "cli/sql_response_attempt_1.raw.txt",
42
+ "stderr_path": "cli/sql_stderr_attempt_1.txt"
43
+ }
Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_643a24d5e1ea07d9/cli/sql_prompt_attempt_1.txt ADDED
@@ -0,0 +1,242 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ You are generating one SQLite SELECT query for a single-table SQL QA task.
2
+ Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
3
+ Rules:
4
+ - Use only the provided table and columns.
5
+ - Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
6
+ - Prefer the planned template and bound roles when provided.
7
+ - Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
8
+ - Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
9
+ - Quote identifiers with double quotes.
10
+ - Return no markdown and no extra prose.
11
+
12
+ Dataset context:
13
+ Dataset context for SQL QA:
14
+ - dataset_id: n3
15
+ - dataset_name: Wine Quality
16
+ - table_name: n3
17
+ - table_layout: single-table dataset (do not assume joins).
18
+ - row_semantics: One row is one tabular observation with 11 feature columns and target `quality`.
19
+ - task_type: classification
20
+ - target_column: quality
21
+ - main_row_count: 4898
22
+ - important_fields:
23
+ - fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity.
24
+ - volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity.
25
+ - citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid.
26
+ - residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar.
27
+ - chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides.
28
+ - free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide.
29
+ - total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide.
30
+ - density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density.
31
+ - pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH.
32
+ - sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates.
33
+ - alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol.
34
+ - quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality.
35
+ - useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']]
36
+ - fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density']
37
+ - source_url: https://archive.ics.uci.edu/dataset/186/wine+quality
38
+
39
+ SQLite schema snapshot:
40
+ {
41
+ "table_name": "n3",
42
+ "quoted_table_name": "\"n3\"",
43
+ "row_count": 4898,
44
+ "columns": [
45
+ {
46
+ "name": "fixed acidity",
47
+ "type": "TEXT",
48
+ "notnull": false,
49
+ "pk": false
50
+ },
51
+ {
52
+ "name": "volatile acidity",
53
+ "type": "TEXT",
54
+ "notnull": false,
55
+ "pk": false
56
+ },
57
+ {
58
+ "name": "citric acid",
59
+ "type": "TEXT",
60
+ "notnull": false,
61
+ "pk": false
62
+ },
63
+ {
64
+ "name": "residual sugar",
65
+ "type": "TEXT",
66
+ "notnull": false,
67
+ "pk": false
68
+ },
69
+ {
70
+ "name": "chlorides",
71
+ "type": "TEXT",
72
+ "notnull": false,
73
+ "pk": false
74
+ },
75
+ {
76
+ "name": "free sulfur dioxide",
77
+ "type": "TEXT",
78
+ "notnull": false,
79
+ "pk": false
80
+ },
81
+ {
82
+ "name": "total sulfur dioxide",
83
+ "type": "TEXT",
84
+ "notnull": false,
85
+ "pk": false
86
+ },
87
+ {
88
+ "name": "density",
89
+ "type": "TEXT",
90
+ "notnull": false,
91
+ "pk": false
92
+ },
93
+ {
94
+ "name": "pH",
95
+ "type": "TEXT",
96
+ "notnull": false,
97
+ "pk": false
98
+ },
99
+ {
100
+ "name": "sulphates",
101
+ "type": "TEXT",
102
+ "notnull": false,
103
+ "pk": false
104
+ },
105
+ {
106
+ "name": "alcohol",
107
+ "type": "TEXT",
108
+ "notnull": false,
109
+ "pk": false
110
+ },
111
+ {
112
+ "name": "quality",
113
+ "type": "TEXT",
114
+ "notnull": false,
115
+ "pk": false
116
+ }
117
+ ],
118
+ "sample_rows": [
119
+ {
120
+ "fixed acidity": "7",
121
+ "volatile acidity": "0.27",
122
+ "citric acid": "0.36",
123
+ "residual sugar": "20.7",
124
+ "chlorides": "0.045",
125
+ "free sulfur dioxide": "45",
126
+ "total sulfur dioxide": "170",
127
+ "density": "1.001",
128
+ "pH": "3",
129
+ "sulphates": "0.45",
130
+ "alcohol": "8.8",
131
+ "quality": "6"
132
+ },
133
+ {
134
+ "fixed acidity": "6.3",
135
+ "volatile acidity": "0.3",
136
+ "citric acid": "0.34",
137
+ "residual sugar": "1.6",
138
+ "chlorides": "0.049",
139
+ "free sulfur dioxide": "14",
140
+ "total sulfur dioxide": "132",
141
+ "density": "0.994",
142
+ "pH": "3.3",
143
+ "sulphates": "0.49",
144
+ "alcohol": "9.5",
145
+ "quality": "6"
146
+ },
147
+ {
148
+ "fixed acidity": "8.1",
149
+ "volatile acidity": "0.28",
150
+ "citric acid": "0.4",
151
+ "residual sugar": "6.9",
152
+ "chlorides": "0.05",
153
+ "free sulfur dioxide": "30",
154
+ "total sulfur dioxide": "97",
155
+ "density": "0.9951",
156
+ "pH": "3.26",
157
+ "sulphates": "0.44",
158
+ "alcohol": "10.1",
159
+ "quality": "6"
160
+ },
161
+ {
162
+ "fixed acidity": "7.2",
163
+ "volatile acidity": "0.23",
164
+ "citric acid": "0.32",
165
+ "residual sugar": "8.5",
166
+ "chlorides": "0.058",
167
+ "free sulfur dioxide": "47",
168
+ "total sulfur dioxide": "186",
169
+ "density": "0.9956",
170
+ "pH": "3.19",
171
+ "sulphates": "0.4",
172
+ "alcohol": "9.9",
173
+ "quality": "6"
174
+ },
175
+ {
176
+ "fixed acidity": "7.2",
177
+ "volatile acidity": "0.23",
178
+ "citric acid": "0.32",
179
+ "residual sugar": "8.5",
180
+ "chlorides": "0.058",
181
+ "free sulfur dioxide": "47",
182
+ "total sulfur dioxide": "186",
183
+ "density": "0.9956",
184
+ "pH": "3.19",
185
+ "sulphates": "0.4",
186
+ "alcohol": "9.9",
187
+ "quality": "6"
188
+ }
189
+ ]
190
+ }
191
+
192
+ Shortlisted templates:
193
+ [
194
+ {
195
+ "template_id": "tpl_tpcds_within_group_share",
196
+ "template_name": "Within-Group Share of Total",
197
+ "primary_family": "conditional_dependency_structure",
198
+ "portability": "partial",
199
+ "sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;",
200
+ "required_roles": [
201
+ "group_col",
202
+ "item_col",
203
+ "measure_col"
204
+ ]
205
+ }
206
+ ]
207
+
208
+ Problem instance:
209
+ {
210
+ "dataset_id": "n3",
211
+ "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=fixed acidity, measure_col=free sulfur dioxide.",
212
+ "planned_template_id": "tpl_tpcds_within_group_share",
213
+ "bindings": {
214
+ "group_col": "fixed acidity",
215
+ "measure_col": "free sulfur dioxide",
216
+ "item_col": "total sulfur dioxide",
217
+ "top_k": 12,
218
+ "top_n": 6,
219
+ "num_tiles": 10,
220
+ "percentile_value": 0.9,
221
+ "z_threshold": 2.0,
222
+ "fraction_threshold": 0.1,
223
+ "baseline_multiplier": 1.5,
224
+ "baseline_fraction": 0.1,
225
+ "min_group_size": 5,
226
+ "min_support": 5,
227
+ "measure_threshold": 46.0,
228
+ "time_grain": "month",
229
+ "lookback_rows": 3,
230
+ "current_period_start": "'2024-01-01'",
231
+ "current_period_end": "'2024-04-01'",
232
+ "previous_period_start": "'2023-10-01'",
233
+ "previous_period_end": "'2024-01-01'",
234
+ "drift_ratio_threshold": 0.8
235
+ },
236
+ "can_vary": [],
237
+ "must_fix": [],
238
+ "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;"
239
+ }
240
+
241
+ Repair context:
242
+ {}
Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_643a24d5e1ea07d9/cli/sql_prompt_attempt_2.txt ADDED
@@ -0,0 +1,242 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ You are generating one SQLite SELECT query for a single-table SQL QA task.
2
+ Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
3
+ Rules:
4
+ - Use only the provided table and columns.
5
+ - Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
6
+ - Prefer the planned template and bound roles when provided.
7
+ - Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
8
+ - Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
9
+ - Quote identifiers with double quotes.
10
+ - Return no markdown and no extra prose.
11
+
12
+ Dataset context:
13
+ Dataset context for SQL QA:
14
+ - dataset_id: n3
15
+ - dataset_name: Wine Quality
16
+ - table_name: n3
17
+ - table_layout: single-table dataset (do not assume joins).
18
+ - row_semantics: One row is one tabular observation with 11 feature columns and target `quality`.
19
+ - task_type: classification
20
+ - target_column: quality
21
+ - main_row_count: 4898
22
+ - important_fields:
23
+ - fixed acidity: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for fixed acidity.
24
+ - volatile acidity: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for volatile acidity.
25
+ - citric acid: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude'] desc=Identifier-like field for citric acid.
26
+ - residual sugar: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for residual sugar.
27
+ - chlorides: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for chlorides.
28
+ - free sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for free sulfur dioxide.
29
+ - total sulfur dioxide: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for total sulfur dioxide.
30
+ - density: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for density.
31
+ - pH: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for pH.
32
+ - sulphates: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for sulphates.
33
+ - alcohol: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for alcohol.
34
+ - quality: role=target, type=categorical_ordinal_target. ordered=['3', '5', '6', '7', '8'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for quality.
35
+ - useful_field_combinations: [['fixed acidity', 'sulphates', 'quality'], ['fixed acidity', 'fixed acidity', 'quality'], ['fixed acidity', 'volatile acidity', 'quality']]
36
+ - fields_requiring_caution: ['quality', 'residual sugar', 'total sulfur dioxide', 'density']
37
+ - source_url: https://archive.ics.uci.edu/dataset/186/wine+quality
38
+
39
+ SQLite schema snapshot:
40
+ {
41
+ "table_name": "n3",
42
+ "quoted_table_name": "\"n3\"",
43
+ "row_count": 4898,
44
+ "columns": [
45
+ {
46
+ "name": "fixed acidity",
47
+ "type": "TEXT",
48
+ "notnull": false,
49
+ "pk": false
50
+ },
51
+ {
52
+ "name": "volatile acidity",
53
+ "type": "TEXT",
54
+ "notnull": false,
55
+ "pk": false
56
+ },
57
+ {
58
+ "name": "citric acid",
59
+ "type": "TEXT",
60
+ "notnull": false,
61
+ "pk": false
62
+ },
63
+ {
64
+ "name": "residual sugar",
65
+ "type": "TEXT",
66
+ "notnull": false,
67
+ "pk": false
68
+ },
69
+ {
70
+ "name": "chlorides",
71
+ "type": "TEXT",
72
+ "notnull": false,
73
+ "pk": false
74
+ },
75
+ {
76
+ "name": "free sulfur dioxide",
77
+ "type": "TEXT",
78
+ "notnull": false,
79
+ "pk": false
80
+ },
81
+ {
82
+ "name": "total sulfur dioxide",
83
+ "type": "TEXT",
84
+ "notnull": false,
85
+ "pk": false
86
+ },
87
+ {
88
+ "name": "density",
89
+ "type": "TEXT",
90
+ "notnull": false,
91
+ "pk": false
92
+ },
93
+ {
94
+ "name": "pH",
95
+ "type": "TEXT",
96
+ "notnull": false,
97
+ "pk": false
98
+ },
99
+ {
100
+ "name": "sulphates",
101
+ "type": "TEXT",
102
+ "notnull": false,
103
+ "pk": false
104
+ },
105
+ {
106
+ "name": "alcohol",
107
+ "type": "TEXT",
108
+ "notnull": false,
109
+ "pk": false
110
+ },
111
+ {
112
+ "name": "quality",
113
+ "type": "TEXT",
114
+ "notnull": false,
115
+ "pk": false
116
+ }
117
+ ],
118
+ "sample_rows": [
119
+ {
120
+ "fixed acidity": "7",
121
+ "volatile acidity": "0.27",
122
+ "citric acid": "0.36",
123
+ "residual sugar": "20.7",
124
+ "chlorides": "0.045",
125
+ "free sulfur dioxide": "45",
126
+ "total sulfur dioxide": "170",
127
+ "density": "1.001",
128
+ "pH": "3",
129
+ "sulphates": "0.45",
130
+ "alcohol": "8.8",
131
+ "quality": "6"
132
+ },
133
+ {
134
+ "fixed acidity": "6.3",
135
+ "volatile acidity": "0.3",
136
+ "citric acid": "0.34",
137
+ "residual sugar": "1.6",
138
+ "chlorides": "0.049",
139
+ "free sulfur dioxide": "14",
140
+ "total sulfur dioxide": "132",
141
+ "density": "0.994",
142
+ "pH": "3.3",
143
+ "sulphates": "0.49",
144
+ "alcohol": "9.5",
145
+ "quality": "6"
146
+ },
147
+ {
148
+ "fixed acidity": "8.1",
149
+ "volatile acidity": "0.28",
150
+ "citric acid": "0.4",
151
+ "residual sugar": "6.9",
152
+ "chlorides": "0.05",
153
+ "free sulfur dioxide": "30",
154
+ "total sulfur dioxide": "97",
155
+ "density": "0.9951",
156
+ "pH": "3.26",
157
+ "sulphates": "0.44",
158
+ "alcohol": "10.1",
159
+ "quality": "6"
160
+ },
161
+ {
162
+ "fixed acidity": "7.2",
163
+ "volatile acidity": "0.23",
164
+ "citric acid": "0.32",
165
+ "residual sugar": "8.5",
166
+ "chlorides": "0.058",
167
+ "free sulfur dioxide": "47",
168
+ "total sulfur dioxide": "186",
169
+ "density": "0.9956",
170
+ "pH": "3.19",
171
+ "sulphates": "0.4",
172
+ "alcohol": "9.9",
173
+ "quality": "6"
174
+ },
175
+ {
176
+ "fixed acidity": "7.2",
177
+ "volatile acidity": "0.23",
178
+ "citric acid": "0.32",
179
+ "residual sugar": "8.5",
180
+ "chlorides": "0.058",
181
+ "free sulfur dioxide": "47",
182
+ "total sulfur dioxide": "186",
183
+ "density": "0.9956",
184
+ "pH": "3.19",
185
+ "sulphates": "0.4",
186
+ "alcohol": "9.9",
187
+ "quality": "6"
188
+ }
189
+ ]
190
+ }
191
+
192
+ Shortlisted templates:
193
+ [
194
+ {
195
+ "template_id": "tpl_tpcds_within_group_share",
196
+ "template_name": "Within-Group Share of Total",
197
+ "primary_family": "conditional_dependency_structure",
198
+ "portability": "partial",
199
+ "sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;",
200
+ "required_roles": [
201
+ "group_col",
202
+ "item_col",
203
+ "measure_col"
204
+ ]
205
+ }
206
+ ]
207
+
208
+ Problem instance:
209
+ {
210
+ "dataset_id": "n3",
211
+ "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=fixed acidity, measure_col=free sulfur dioxide.",
212
+ "planned_template_id": "tpl_tpcds_within_group_share",
213
+ "bindings": {
214
+ "group_col": "fixed acidity",
215
+ "measure_col": "free sulfur dioxide",
216
+ "item_col": "total sulfur dioxide",
217
+ "top_k": 12,
218
+ "top_n": 6,
219
+ "num_tiles": 10,
220
+ "percentile_value": 0.9,
221
+ "z_threshold": 2.0,
222
+ "fraction_threshold": 0.1,
223
+ "baseline_multiplier": 1.5,
224
+ "baseline_fraction": 0.1,
225
+ "min_group_size": 5,
226
+ "min_support": 5,
227
+ "measure_threshold": 46.0,
228
+ "time_grain": "month",
229
+ "lookback_rows": 3,
230
+ "current_period_start": "'2024-01-01'",
231
+ "current_period_end": "'2024-04-01'",
232
+ "previous_period_start": "'2023-10-01'",
233
+ "previous_period_end": "'2024-01-01'",
234
+ "drift_ratio_threshold": 0.8
235
+ },
236
+ "can_vary": [],
237
+ "must_fix": [],
238
+ "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;"
239
+ }
240
+
241
+ Repair context:
242
+ {}
Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_643a24d5e1ea07d9/cli/sql_response_attempt_1.raw.txt ADDED
@@ -0,0 +1,4 @@
 
 
 
 
 
1
+ {"type":"thread.started","thread_id":"019e4101-d37b-71b1-8869-f531eb8ae0a5"}
2
+ {"type":"turn.started"}
3
+ {"type":"error","message":"Quota exceeded. Check your plan and billing details."}
4
+ {"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}}
Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_643a24d5e1ea07d9/cli/sql_response_attempt_1.txt ADDED
@@ -0,0 +1,4 @@
 
 
 
 
 
1
+ {"type":"thread.started","thread_id":"019e4101-d37b-71b1-8869-f531eb8ae0a5"}
2
+ {"type":"turn.started"}
3
+ {"type":"error","message":"Quota exceeded. Check your plan and billing details."}
4
+ {"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}}
Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_643a24d5e1ea07d9/cli/sql_response_attempt_2.raw.txt ADDED
@@ -0,0 +1,4 @@
 
 
 
 
 
1
+ {"type":"thread.started","thread_id":"019e4101-ea13-7be0-882f-7ed23f198dc2"}
2
+ {"type":"turn.started"}
3
+ {"type":"error","message":"Quota exceeded. Check your plan and billing details."}
4
+ {"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}}
Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_643a24d5e1ea07d9/cli/sql_response_attempt_2.txt ADDED
@@ -0,0 +1,4 @@
 
 
 
 
 
1
+ {"type":"thread.started","thread_id":"019e4101-ea13-7be0-882f-7ed23f198dc2"}
2
+ {"type":"turn.started"}
3
+ {"type":"error","message":"Quota exceeded. Check your plan and billing details."}
4
+ {"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}}
Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_643a24d5e1ea07d9/cli/sql_stderr_attempt_1.txt ADDED
File without changes
Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_643a24d5e1ea07d9/cli/sql_stderr_attempt_2.txt ADDED
File without changes
Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_a5a947522ddc853c/cli/sql_attempt_2.metadata.json ADDED
@@ -0,0 +1,43 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "attempt": 2,
3
+ "phase": "sql_generation",
4
+ "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
5
+ "started_at": "2026-05-19T16:28:27.588082+00:00",
6
+ "ended_at": "2026-05-19T16:28:31.001781+00:00",
7
+ "elapsed_ms": 3413.63,
8
+ "returncode": 1,
9
+ "prompt_metrics": {
10
+ "chars": 7770,
11
+ "bytes_utf8": 7770,
12
+ "lines": 240,
13
+ "estimated_tokens": null
14
+ },
15
+ "stdout_metrics": {
16
+ "chars": 281,
17
+ "bytes_utf8": 281,
18
+ "lines": 4,
19
+ "estimated_tokens": null
20
+ },
21
+ "stderr_metrics": {
22
+ "chars": 0,
23
+ "bytes_utf8": 0,
24
+ "lines": 0,
25
+ "estimated_tokens": null
26
+ },
27
+ "parsed_output": {
28
+ "format": "jsonl_events",
29
+ "text_metrics": {
30
+ "chars": 280,
31
+ "bytes_utf8": 280,
32
+ "lines": 4,
33
+ "estimated_tokens": null
34
+ },
35
+ "usage": {}
36
+ },
37
+ "status": "failed",
38
+ "error": "AI CLI command failed with exit code 1: ",
39
+ "prompt_path": "cli/sql_prompt_attempt_2.txt",
40
+ "response_path": "cli/sql_response_attempt_2.txt",
41
+ "raw_response_path": "cli/sql_response_attempt_2.raw.txt",
42
+ "stderr_path": "cli/sql_stderr_attempt_2.txt"
43
+ }