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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_m4_group_ratio_two_conditions",
196
+ "template_name": "Grouped Ratio of Two Conditions",
197
+ "primary_family": "conditional_dependency_structure",
198
+ "portability": "yes",
199
+ "sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;",
200
+ "required_roles": [
201
+ "group_col",
202
+ "condition_col"
203
+ ]
204
+ }
205
+ ]
206
+
207
+ Problem instance:
208
+ {
209
+ "dataset_id": "n3",
210
+ "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=sulphates, condition_col=quality.",
211
+ "planned_template_id": "tpl_m4_group_ratio_two_conditions",
212
+ "bindings": {
213
+ "group_col": "sulphates",
214
+ "condition_col": "quality",
215
+ "condition_value": "6",
216
+ "positive_value": "6",
217
+ "negative_value": "5",
218
+ "top_k": 12,
219
+ "top_n": 4,
220
+ "num_tiles": 10,
221
+ "percentile_value": 0.9,
222
+ "z_threshold": 2.0,
223
+ "fraction_threshold": 0.1,
224
+ "baseline_multiplier": 1.5,
225
+ "baseline_fraction": 0.1,
226
+ "min_group_size": 5,
227
+ "min_support": 5,
228
+ "measure_threshold": 0.05,
229
+ "time_grain": "month",
230
+ "lookback_rows": 3,
231
+ "current_period_start": "'2024-01-01'",
232
+ "current_period_end": "'2024-04-01'",
233
+ "previous_period_start": "'2023-10-01'",
234
+ "previous_period_end": "'2024-01-01'",
235
+ "drift_ratio_threshold": 0.8
236
+ },
237
+ "can_vary": [],
238
+ "must_fix": [],
239
+ "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;"
240
+ }
241
+
242
+ Repair context:
243
+ {}
Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_6facab58d778ea48/cli/sql_prompt_attempt_2.txt ADDED
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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_m4_group_ratio_two_conditions",
196
+ "template_name": "Grouped Ratio of Two Conditions",
197
+ "primary_family": "conditional_dependency_structure",
198
+ "portability": "yes",
199
+ "sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;",
200
+ "required_roles": [
201
+ "group_col",
202
+ "condition_col"
203
+ ]
204
+ }
205
+ ]
206
+
207
+ Problem instance:
208
+ {
209
+ "dataset_id": "n3",
210
+ "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=sulphates, condition_col=quality.",
211
+ "planned_template_id": "tpl_m4_group_ratio_two_conditions",
212
+ "bindings": {
213
+ "group_col": "sulphates",
214
+ "condition_col": "quality",
215
+ "condition_value": "6",
216
+ "positive_value": "6",
217
+ "negative_value": "5",
218
+ "top_k": 12,
219
+ "top_n": 4,
220
+ "num_tiles": 10,
221
+ "percentile_value": 0.9,
222
+ "z_threshold": 2.0,
223
+ "fraction_threshold": 0.1,
224
+ "baseline_multiplier": 1.5,
225
+ "baseline_fraction": 0.1,
226
+ "min_group_size": 5,
227
+ "min_support": 5,
228
+ "measure_threshold": 0.05,
229
+ "time_grain": "month",
230
+ "lookback_rows": 3,
231
+ "current_period_start": "'2024-01-01'",
232
+ "current_period_end": "'2024-04-01'",
233
+ "previous_period_start": "'2023-10-01'",
234
+ "previous_period_end": "'2024-01-01'",
235
+ "drift_ratio_threshold": 0.8
236
+ },
237
+ "can_vary": [],
238
+ "must_fix": [],
239
+ "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;"
240
+ }
241
+
242
+ Repair context:
243
+ {}
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+ "phase": "sql_generation",
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+ {
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+ "attempt": 2,
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+ "phase": "sql_generation",
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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=density.",
211
+ "planned_template_id": "tpl_h2o_group_sum",
212
+ "bindings": {
213
+ "group_col": "sulphates",
214
+ "measure_col": "density",
215
+ "top_k": 17,
216
+ "top_n": 7,
217
+ "num_tiles": 10,
218
+ "percentile_value": 0.95,
219
+ "z_threshold": 2.0,
220
+ "fraction_threshold": 0.05,
221
+ "baseline_multiplier": 1.75,
222
+ "baseline_fraction": 0.1,
223
+ "min_group_size": 5,
224
+ "min_support": 4,
225
+ "measure_threshold": 0.9953,
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_bb79404216aa63fb/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=density.",
211
+ "planned_template_id": "tpl_h2o_group_sum",
212
+ "bindings": {
213
+ "group_col": "sulphates",
214
+ "measure_col": "density",
215
+ "top_k": 17,
216
+ "top_n": 7,
217
+ "num_tiles": 10,
218
+ "percentile_value": 0.95,
219
+ "z_threshold": 2.0,
220
+ "fraction_threshold": 0.05,
221
+ "baseline_multiplier": 1.75,
222
+ "baseline_fraction": 0.1,
223
+ "min_group_size": 5,
224
+ "min_support": 4,
225
+ "measure_threshold": 0.9953,
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_bb79404216aa63fb/cli/sql_response_attempt_1.txt ADDED
@@ -0,0 +1,4 @@
 
 
 
 
 
1
+ {"type":"thread.started","thread_id":"019e4100-4637-7bc3-aef9-7fa3ceeff6ca"}
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_bb79404216aa63fb/cli/sql_response_attempt_2.txt ADDED
@@ -0,0 +1,4 @@
 
 
 
 
 
1
+ {"type":"thread.started","thread_id":"019e4100-5758-7cb1-b8a7-a226907b4d2f"}
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_bb79404216aa63fb/cli/sql_stderr_attempt_1.txt ADDED
File without changes
Query/sql/v2/runs/v2_cli_20260502_081223_f/n3/artifacts/v2q_n3_bb79404216aa63fb/cli/sql_stderr_attempt_2.txt ADDED
File without changes