Text Generation
Transformers
Safetensors
gemma3_text
text-to-sql
sql
oracle
postgresql
gemma3
trl
sft
conversational
text-generation-inference
Instructions to use chabab/gemma-3-270m-text2sql-oracle-postgres with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use chabab/gemma-3-270m-text2sql-oracle-postgres with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("text-generation", model="chabab/gemma-3-270m-text2sql-oracle-postgres") messages = [ {"role": "user", "content": "Who are you?"}, ] pipe(messages)# Load model directly from transformers import AutoTokenizer, AutoModelForCausalLM tokenizer = AutoTokenizer.from_pretrained("chabab/gemma-3-270m-text2sql-oracle-postgres") model = AutoModelForCausalLM.from_pretrained("chabab/gemma-3-270m-text2sql-oracle-postgres", device_map="auto") messages = [ {"role": "user", "content": "Who are you?"}, ] inputs = tokenizer.apply_chat_template( messages, add_generation_prompt=True, tokenize=True, return_dict=True, return_tensors="pt", ).to(model.device) outputs = model.generate(**inputs, max_new_tokens=40) print(tokenizer.decode(outputs[0][inputs["input_ids"].shape[-1]:])) - Notebooks
- Google Colab
- Kaggle
- Local Apps Settings
- vLLM
How to use chabab/gemma-3-270m-text2sql-oracle-postgres with vLLM:
Install from pip and serve model
# Install vLLM from pip: pip install vllm # Start the vLLM server: vllm serve "chabab/gemma-3-270m-text2sql-oracle-postgres" # Call the server using curl (OpenAI-compatible API): curl -X POST "http://localhost:8000/v1/chat/completions" \ -H "Content-Type: application/json" \ --data '{ "model": "chabab/gemma-3-270m-text2sql-oracle-postgres", "messages": [ { "role": "user", "content": "What is the capital of France?" } ] }'Use Docker
docker model run hf.co/chabab/gemma-3-270m-text2sql-oracle-postgres
- SGLang
How to use chabab/gemma-3-270m-text2sql-oracle-postgres with SGLang:
Install from pip and serve model
# Install SGLang from pip: pip install sglang # Start the SGLang server: python3 -m sglang.launch_server \ --model-path "chabab/gemma-3-270m-text2sql-oracle-postgres" \ --host 0.0.0.0 \ --port 30000 # Call the server using curl (OpenAI-compatible API): curl -X POST "http://localhost:30000/v1/chat/completions" \ -H "Content-Type: application/json" \ --data '{ "model": "chabab/gemma-3-270m-text2sql-oracle-postgres", "messages": [ { "role": "user", "content": "What is the capital of France?" } ] }'Use Docker images
docker run --gpus all \ --shm-size 32g \ -p 30000:30000 \ -v ~/.cache/huggingface:/root/.cache/huggingface \ --env "HF_TOKEN=<secret>" \ --ipc=host \ lmsysorg/sglang:latest \ python3 -m sglang.launch_server \ --model-path "chabab/gemma-3-270m-text2sql-oracle-postgres" \ --host 0.0.0.0 \ --port 30000 # Call the server using curl (OpenAI-compatible API): curl -X POST "http://localhost:30000/v1/chat/completions" \ -H "Content-Type: application/json" \ --data '{ "model": "chabab/gemma-3-270m-text2sql-oracle-postgres", "messages": [ { "role": "user", "content": "What is the capital of France?" } ] }' - Docker Model Runner
How to use chabab/gemma-3-270m-text2sql-oracle-postgres with Docker Model Runner:
docker model run hf.co/chabab/gemma-3-270m-text2sql-oracle-postgres
Upload eval_results.json with huggingface_hub
Browse files- eval_results.json +546 -0
eval_results.json
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| 1 |
+
{
|
| 2 |
+
"exact_match": 0.7833333333333333,
|
| 3 |
+
"n": 60,
|
| 4 |
+
"rows": [
|
| 5 |
+
{
|
| 6 |
+
"id": "ex_14b7cfd991612ffb",
|
| 7 |
+
"dialect": "postgres",
|
| 8 |
+
"difficulty": "medium",
|
| 9 |
+
"question": "Write a PostgreSQL query for: Find staff with last_name beginning with s ignoring case.",
|
| 10 |
+
"gold": "SELECT employee_id, first_name, last_name FROM employees WHERE last_name ILIKE 'S%';",
|
| 11 |
+
"pred": "SELECT employee_id, first_name, last_name FROM employees WHERE last_name LIKE ' ' || first_name;",
|
| 12 |
+
"match": false
|
| 13 |
+
},
|
| 14 |
+
{
|
| 15 |
+
"id": "ex_c73896e0f574d7cf",
|
| 16 |
+
"dialect": "oracle",
|
| 17 |
+
"difficulty": "easy",
|
| 18 |
+
"question": "Number of four-credit courses. Return only the SQL.",
|
| 19 |
+
"gold": "SELECT COUNT(*) AS course_count FROM courses WHERE credits = 4;",
|
| 20 |
+
"pred": "SELECT COUNT(*) AS course_count FROM courses WHERE credits = 4;",
|
| 21 |
+
"match": true
|
| 22 |
+
},
|
| 23 |
+
{
|
| 24 |
+
"id": "ex_a8b9ea352a33e377",
|
| 25 |
+
"dialect": "oracle",
|
| 26 |
+
"difficulty": "medium",
|
| 27 |
+
"question": "is_available true. Return only the SQL.",
|
| 28 |
+
"gold": "SELECT agent_id, agent_name, team FROM agents WHERE is_available = 1;",
|
| 29 |
+
"pred": "SELECT agent_id, agent_name, team FROM agents WHERE is_available = 1;",
|
| 30 |
+
"match": true
|
| 31 |
+
},
|
| 32 |
+
{
|
| 33 |
+
"id": "ex_cda1fdc3f8926260",
|
| 34 |
+
"dialect": "oracle",
|
| 35 |
+
"difficulty": "easy",
|
| 36 |
+
"question": "How many cancelled orders are there?",
|
| 37 |
+
"gold": "SELECT COUNT(*) AS cancelled_count FROM orders WHERE status = 'Cancelled';",
|
| 38 |
+
"pred": "SELECT COUNT(*) AS cancelled_count FROM orders WHERE status = 'Cancelled';",
|
| 39 |
+
"match": true
|
| 40 |
+
},
|
| 41 |
+
{
|
| 42 |
+
"id": "ex_805236d32a829662",
|
| 43 |
+
"dialect": "oracle",
|
| 44 |
+
"difficulty": "medium",
|
| 45 |
+
"question": "Write a Oracle query for: Staff whose department_id is 10, 20 or 30.",
|
| 46 |
+
"gold": "SELECT employee_id, first_name, last_name, department_id FROM employees WHERE department_id IN (10, 20, 30);",
|
| 47 |
+
"pred": "SELECT employee_id, first_name, last_name, department_id FROM employees WHERE department_id IN (10, 20, 30);",
|
| 48 |
+
"match": true
|
| 49 |
+
},
|
| 50 |
+
{
|
| 51 |
+
"id": "ex_0f91611416b0b790",
|
| 52 |
+
"dialect": "oracle",
|
| 53 |
+
"difficulty": "medium",
|
| 54 |
+
"question": "Return a full_name column. Return only the SQL.",
|
| 55 |
+
"gold": "SELECT first_name || ' ' || last_name AS full_name FROM employees;",
|
| 56 |
+
"pred": "SELECT first_name || ' ' || last_name AS full_name FROM employees;",
|
| 57 |
+
"match": true
|
| 58 |
+
},
|
| 59 |
+
{
|
| 60 |
+
"id": "ex_2080c243f8214291",
|
| 61 |
+
"dialect": "oracle",
|
| 62 |
+
"difficulty": "medium",
|
| 63 |
+
"question": "Filter employees to those three departments. Return only the SQL.",
|
| 64 |
+
"gold": "SELECT employee_id, first_name, last_name, department_id FROM employees WHERE department_id IN (10, 20, 30);",
|
| 65 |
+
"pred": "SELECT employee_id, first_name, last_name, department_id FROM employees WHERE department_id IN (10, 20, 30);",
|
| 66 |
+
"match": true
|
| 67 |
+
},
|
| 68 |
+
{
|
| 69 |
+
"id": "ex_2bcfd4ac5124c8cf",
|
| 70 |
+
"dialect": "postgres",
|
| 71 |
+
"difficulty": "easy",
|
| 72 |
+
"question": "Write a PostgreSQL query for: List suppliers from fastest to slowest lead_time_days.",
|
| 73 |
+
"gold": "SELECT supplier_id, supplier_name, lead_time_days FROM suppliers ORDER BY lead_time_days ASC;",
|
| 74 |
+
"pred": "SELECT supplier_id, supplier_name, lead_time_days FROM suppliers ORDER BY lead_time_days ASC LIMIT 10;",
|
| 75 |
+
"match": false
|
| 76 |
+
},
|
| 77 |
+
{
|
| 78 |
+
"id": "ex_67006ffcbb9dd990",
|
| 79 |
+
"dialect": "postgres",
|
| 80 |
+
"difficulty": "easy",
|
| 81 |
+
"question": "Write a PostgreSQL query for: Show customer_name and country.",
|
| 82 |
+
"gold": "SELECT customer_name, country FROM customers;",
|
| 83 |
+
"pred": "SELECT customer_name, country FROM customers;",
|
| 84 |
+
"match": true
|
| 85 |
+
},
|
| 86 |
+
{
|
| 87 |
+
"id": "ex_8fcddf883ae71117",
|
| 88 |
+
"dialect": "oracle",
|
| 89 |
+
"difficulty": "medium",
|
| 90 |
+
"question": "Write a Oracle query for: account_id having COUNT(*) > 20 in transactions.",
|
| 91 |
+
"gold": "SELECT account_id, COUNT(*) AS txn_count FROM transactions GROUP BY account_id HAVING COUNT(*) > 20;",
|
| 92 |
+
"pred": "SELECT account_id, COUNT(*) AS txn_count FROM transactions GROUP BY account_id HAVING COUNT(*) > 20;",
|
| 93 |
+
"match": true
|
| 94 |
+
},
|
| 95 |
+
{
|
| 96 |
+
"id": "ex_0e773b38db423d2b",
|
| 97 |
+
"dialect": "oracle",
|
| 98 |
+
"difficulty": "medium",
|
| 99 |
+
"question": "List staff without a manager. Return only the SQL.",
|
| 100 |
+
"gold": "SELECT employee_id, first_name, last_name FROM employees WHERE manager_id IS NULL;",
|
| 101 |
+
"pred": "SELECT employee_id, first_name, last_name FROM employees WHERE manager_id IS NULL;",
|
| 102 |
+
"match": true
|
| 103 |
+
},
|
| 104 |
+
{
|
| 105 |
+
"id": "ex_c0b3b7c1bd7f1eb4",
|
| 106 |
+
"dialect": "oracle",
|
| 107 |
+
"difficulty": "medium",
|
| 108 |
+
"question": "Write a Oracle query for: Set status DELIVERED and delivered_on to today for shipment 77.",
|
| 109 |
+
"gold": "UPDATE shipments SET status = 'DELIVERED', delivered_on = TRUNC(SYSDATE) WHERE shipment_id = 77;",
|
| 110 |
+
"pred": "UPDATE shipments SET status = 'DELIVERED', delivered_on = TRUNC(SYSDATE) WHERE shipment_id = 77;",
|
| 111 |
+
"match": true
|
| 112 |
+
},
|
| 113 |
+
{
|
| 114 |
+
"id": "ex_5c388e3163e58d6d",
|
| 115 |
+
"dialect": "postgres",
|
| 116 |
+
"difficulty": "medium",
|
| 117 |
+
"question": "Write a PostgreSQL query for: updated_at on the current date.",
|
| 118 |
+
"gold": "SELECT stock_id, warehouse_id, item_id, qty_on_hand FROM stock WHERE updated_at::date = CURRENT_DATE;",
|
| 119 |
+
"pred": "SELECT txn_id, warehouse_id, item_id, created_at FROM transactions WHERE created_at >= NOW() - INTERVAL '24 hours';",
|
| 120 |
+
"match": false
|
| 121 |
+
},
|
| 122 |
+
{
|
| 123 |
+
"id": "ex_4f23cbbbfeffd6ed",
|
| 124 |
+
"dialect": "oracle",
|
| 125 |
+
"difficulty": "medium",
|
| 126 |
+
"question": "Employees who have no manager.",
|
| 127 |
+
"gold": "SELECT employee_id, first_name, last_name FROM employees WHERE manager_id IS NULL;",
|
| 128 |
+
"pred": "SELECT employee_id, first_name, last_name FROM employees WHERE manager_id IS NULL;",
|
| 129 |
+
"match": true
|
| 130 |
+
},
|
| 131 |
+
{
|
| 132 |
+
"id": "ex_fd5c29ca20aca25c",
|
| 133 |
+
"dialect": "oracle",
|
| 134 |
+
"difficulty": "medium",
|
| 135 |
+
"question": "Busy accounts, over 20 txns. Return only the SQL.",
|
| 136 |
+
"gold": "SELECT account_id, COUNT(*) AS txn_count FROM transactions GROUP BY account_id HAVING COUNT(*) > 20;",
|
| 137 |
+
"pred": "SELECT account_id, COUNT(*) AS txn_count FROM transactions GROUP BY account_id HAVING COUNT(*) > 20;",
|
| 138 |
+
"match": true
|
| 139 |
+
},
|
| 140 |
+
{
|
| 141 |
+
"id": "ex_b3743f6061f84998",
|
| 142 |
+
"dialect": "oracle",
|
| 143 |
+
"difficulty": "hard",
|
| 144 |
+
"question": "Using a CTE, customers with more than 3 orders.",
|
| 145 |
+
"gold": "WITH order_counts AS (SELECT customer_id, COUNT(*) AS order_count FROM orders GROUP BY customer_id) SELECT c.customer_name, oc.order_count FROM order_counts oc JOIN customers c ON c.customer_id = oc.customer_id WHERE oc.order_count > 3;",
|
| 146 |
+
"pred": "WITH order_counts AS (SELECT customer_id, COUNT(*) AS order_count FROM orders GROUP BY customer_id) SELECT c.customer_name, oc.order_count FROM order_counts oc JOIN customers c ON c.customer_id = oc.customer_id WHERE oc.order_count > 3;",
|
| 147 |
+
"match": true
|
| 148 |
+
},
|
| 149 |
+
{
|
| 150 |
+
"id": "ex_94effceddcf7fcf8",
|
| 151 |
+
"dialect": "oracle",
|
| 152 |
+
"difficulty": "medium",
|
| 153 |
+
"question": "Employees in departments 10, 20, or 30.",
|
| 154 |
+
"gold": "SELECT employee_id, first_name, last_name, department_id FROM employees WHERE department_id IN (10, 20, 30);",
|
| 155 |
+
"pred": "SELECT employee_id, first_name, last_name, department_id FROM employees WHERE department_id IN (10, 20, 30);",
|
| 156 |
+
"match": true
|
| 157 |
+
},
|
| 158 |
+
{
|
| 159 |
+
"id": "ex_969dc45c17fff70b",
|
| 160 |
+
"dialect": "oracle",
|
| 161 |
+
"difficulty": "medium",
|
| 162 |
+
"question": "Stock rows updated today.",
|
| 163 |
+
"gold": "SELECT stock_id, warehouse_id, item_id, qty_on_hand FROM stock WHERE TRUNC(updated_at) = TRUNC(SYSDATE);",
|
| 164 |
+
"pred": "SELECT w.warehouse_id, w.warehouse_name FROM warehouses w WHERE EXISTS (SELECT 1 FROM stock s WHERE s.warehouse_id = w.warehouse_id AND s.item_id = 42);",
|
| 165 |
+
"match": false
|
| 166 |
+
},
|
| 167 |
+
{
|
| 168 |
+
"id": "ex_6c0dff5f6a58ac7c",
|
| 169 |
+
"dialect": "postgres",
|
| 170 |
+
"difficulty": "medium",
|
| 171 |
+
"question": "Employees whose last name starts with S, case-insensitive.",
|
| 172 |
+
"gold": "SELECT employee_id, first_name, last_name FROM employees WHERE last_name ILIKE 'S%';",
|
| 173 |
+
"pred": "SELECT employee_id, first_name, last_name FROM employees WHERE last_name LIKE 'S%';",
|
| 174 |
+
"match": false
|
| 175 |
+
},
|
| 176 |
+
{
|
| 177 |
+
"id": "ex_53abe765235df5c7",
|
| 178 |
+
"dialect": "oracle",
|
| 179 |
+
"difficulty": "medium",
|
| 180 |
+
"question": "Available agents.",
|
| 181 |
+
"gold": "SELECT agent_id, agent_name, team FROM agents WHERE is_available = 1;",
|
| 182 |
+
"pred": "SELECT agent_id, agent_name, team FROM agents WHERE is_available = 1;",
|
| 183 |
+
"match": true
|
| 184 |
+
},
|
| 185 |
+
{
|
| 186 |
+
"id": "ex_2f156ae4a64ebcc3",
|
| 187 |
+
"dialect": "postgres",
|
| 188 |
+
"difficulty": "easy",
|
| 189 |
+
"question": "List all customer names and countries.",
|
| 190 |
+
"gold": "SELECT customer_name, country FROM customers;",
|
| 191 |
+
"pred": "SELECT customer_name, country FROM customers;",
|
| 192 |
+
"match": true
|
| 193 |
+
},
|
| 194 |
+
{
|
| 195 |
+
"id": "ex_59c91c5ff4fb68e5",
|
| 196 |
+
"dialect": "postgres",
|
| 197 |
+
"difficulty": "medium",
|
| 198 |
+
"question": "Stock rows updated today.",
|
| 199 |
+
"gold": "SELECT stock_id, warehouse_id, item_id, qty_on_hand FROM stock WHERE updated_at::date = CURRENT_DATE;",
|
| 200 |
+
"pred": "SELECT w.warehouse_id, w.warehouse_name, s.item_id, s.qty_on_hand, t.warehouse_id, i.item_name, s.reorder_point FROM stock s JOIN items i ON s.item_id = i.item_id JOIN warehouses w ON s.warehouse_id = w.warehouse_id WHERE w.warehouse_name = 'AcmeWarehouses' AND i.item_name = 'Stock' AND s.qty_on_hand <= i.reorder_point;",
|
| 201 |
+
"match": false
|
| 202 |
+
},
|
| 203 |
+
{
|
| 204 |
+
"id": "ex_35881d0f2446ccb1",
|
| 205 |
+
"dialect": "postgres",
|
| 206 |
+
"difficulty": "easy",
|
| 207 |
+
"question": "Sort suppliers by lead_time_days. Return only the SQL.",
|
| 208 |
+
"gold": "SELECT supplier_id, supplier_name, lead_time_days FROM suppliers ORDER BY lead_time_days ASC;",
|
| 209 |
+
"pred": "SELECT supplier_id, supplier_name, lead_time_days FROM suppliers ORDER BY lead_time_days ASC;",
|
| 210 |
+
"match": true
|
| 211 |
+
},
|
| 212 |
+
{
|
| 213 |
+
"id": "ex_71bcc72a8600e2e8",
|
| 214 |
+
"dialect": "postgres",
|
| 215 |
+
"difficulty": "medium",
|
| 216 |
+
"question": "Last names that start with the letter S, any case. Return only the SQL.",
|
| 217 |
+
"gold": "SELECT employee_id, first_name, last_name FROM employees WHERE last_name ILIKE 'S%';",
|
| 218 |
+
"pred": "SELECT employee_id, SUBSTRING(last_name FROM 1 FOR 3) AS name_prefix FROM employees;",
|
| 219 |
+
"match": false
|
| 220 |
+
},
|
| 221 |
+
{
|
| 222 |
+
"id": "ex_7074e097cbb5dacc",
|
| 223 |
+
"dialect": "oracle",
|
| 224 |
+
"difficulty": "medium",
|
| 225 |
+
"question": "Open ticket load per agent name.",
|
| 226 |
+
"gold": "SELECT a.agent_name, COUNT(*) AS open_tickets FROM tickets t JOIN agents a ON t.agent_id = a.agent_id WHERE t.status = 'Open' GROUP BY a.agent_name;",
|
| 227 |
+
"pred": "SELECT a.agent_name, COUNT(*) AS open_tickets FROM tickets t JOIN agents a ON t.agent_id = a.agent_id WHERE t.status = 'Open' GROUP BY a.agent_name;",
|
| 228 |
+
"match": true
|
| 229 |
+
},
|
| 230 |
+
{
|
| 231 |
+
"id": "ex_a173431eb1705ce1",
|
| 232 |
+
"dialect": "postgres",
|
| 233 |
+
"difficulty": "hard",
|
| 234 |
+
"question": "Write a PostgreSQL query for: Customers missing from the orders table.",
|
| 235 |
+
"gold": "SELECT c.customer_id, c.customer_name FROM customers c WHERE NOT EXISTS (SELECT 1 FROM orders o WHERE o.customer_id = c.customer_id);",
|
| 236 |
+
"pred": "SELECT c.customer_id, c.customer_name FROM customers c WHERE NOT EXISTS (SELECT 1 FROM orders o WHERE o.customer_id = c.customer_id);",
|
| 237 |
+
"match": true
|
| 238 |
+
},
|
| 239 |
+
{
|
| 240 |
+
"id": "ex_c33dae39b2813158",
|
| 241 |
+
"dialect": "oracle",
|
| 242 |
+
"difficulty": "medium",
|
| 243 |
+
"question": "Today's stock updates. Return only the SQL.",
|
| 244 |
+
"gold": "SELECT stock_id, warehouse_id, item_id, qty_on_hand FROM stock WHERE TRUNC(updated_at) = TRUNC(SYSDATE);",
|
| 245 |
+
"pred": "SELECT txn_id, warehouse_id, item_id, qty_on_hand, created_at FROM stock WHERE qty_on_hand <= TRUNC(SYSDATE) - 1;",
|
| 246 |
+
"match": false
|
| 247 |
+
},
|
| 248 |
+
{
|
| 249 |
+
"id": "ex_314a6b2149e2f1e8",
|
| 250 |
+
"dialect": "oracle",
|
| 251 |
+
"difficulty": "easy",
|
| 252 |
+
"question": "The ten students with the highest GPA.",
|
| 253 |
+
"gold": "SELECT full_name, major, gpa FROM students ORDER BY gpa DESC FETCH FIRST 10 ROWS ONLY;",
|
| 254 |
+
"pred": "SELECT full_name, major, gpa FROM students ORDER BY gpa DESC FETCH FIRST 10 ROWS ONLY;",
|
| 255 |
+
"match": true
|
| 256 |
+
},
|
| 257 |
+
{
|
| 258 |
+
"id": "ex_ce4615861e7a7902",
|
| 259 |
+
"dialect": "oracle",
|
| 260 |
+
"difficulty": "medium",
|
| 261 |
+
"question": "Write a Oracle query for: updated_at on the current date.",
|
| 262 |
+
"gold": "SELECT stock_id, warehouse_id, item_id, qty_on_hand FROM stock WHERE TRUNC(updated_at) = TRUNC(SYSDATE);",
|
| 263 |
+
"pred": "SELECT txn_id, warehouse_id, item_id, created_at FROM transactions WHERE created_at >= SYSDATE - 1;",
|
| 264 |
+
"match": false
|
| 265 |
+
},
|
| 266 |
+
{
|
| 267 |
+
"id": "ex_64a72b64a6631d74",
|
| 268 |
+
"dialect": "oracle",
|
| 269 |
+
"difficulty": "medium",
|
| 270 |
+
"question": "Origins that begin with San. Return only the SQL.",
|
| 271 |
+
"gold": "SELECT shipment_id, tracking_no, origin_city FROM shipments WHERE origin_city LIKE 'San%';",
|
| 272 |
+
"pred": "SELECT shipment_id, tracking_no, origin_city FROM shipments WHERE origin_city LIKE 'San%';",
|
| 273 |
+
"match": true
|
| 274 |
+
},
|
| 275 |
+
{
|
| 276 |
+
"id": "ex_eb5014dbd237c58b",
|
| 277 |
+
"dialect": "oracle",
|
| 278 |
+
"difficulty": "medium",
|
| 279 |
+
"question": "Write a Oracle query for: Concatenate first and last name.",
|
| 280 |
+
"gold": "SELECT first_name || ' ' || last_name AS full_name FROM employees;",
|
| 281 |
+
"pred": "SELECT first_name || ' ' || last_name AS full_name FROM employees;",
|
| 282 |
+
"match": true
|
| 283 |
+
},
|
| 284 |
+
{
|
| 285 |
+
"id": "ex_7872027d199a94d7",
|
| 286 |
+
"dialect": "postgres",
|
| 287 |
+
"difficulty": "hard",
|
| 288 |
+
"question": "Customers who never placed an order.",
|
| 289 |
+
"gold": "SELECT c.customer_id, c.customer_name FROM customers c WHERE NOT EXISTS (SELECT 1 FROM orders o WHERE o.customer_id = c.customer_id);",
|
| 290 |
+
"pred": "SELECT c.customer_id, c.customer_name FROM customers c WHERE NOT EXISTS (SELECT 1 FROM orders o WHERE o.customer_id = c.customer_id);",
|
| 291 |
+
"match": true
|
| 292 |
+
},
|
| 293 |
+
{
|
| 294 |
+
"id": "ex_f59b7eb0d4cd4455",
|
| 295 |
+
"dialect": "oracle",
|
| 296 |
+
"difficulty": "medium",
|
| 297 |
+
"question": "Employees whose last name starts with S, case-insensitive.",
|
| 298 |
+
"gold": "SELECT employee_id, first_name, last_name FROM employees WHERE UPPER(last_name) LIKE 'S%';",
|
| 299 |
+
"pred": "SELECT employee_id, first_name, last_name FROM employees WHERE last_name LIKE '%S%';",
|
| 300 |
+
"match": false
|
| 301 |
+
},
|
| 302 |
+
{
|
| 303 |
+
"id": "ex_ded04128a74afeef",
|
| 304 |
+
"dialect": "oracle",
|
| 305 |
+
"difficulty": "medium",
|
| 306 |
+
"question": "Mark shipment 77 delivered today.",
|
| 307 |
+
"gold": "UPDATE shipments SET status = 'DELIVERED', delivered_on = TRUNC(SYSDATE) WHERE shipment_id = 77;",
|
| 308 |
+
"pred": "UPDATE shipments SET status = 'DELIVERED', delivered_on = TRUNC(SYSDATE) WHERE shipment_id = 77;",
|
| 309 |
+
"match": true
|
| 310 |
+
},
|
| 311 |
+
{
|
| 312 |
+
"id": "ex_bb6c014680d3ea3c",
|
| 313 |
+
"dialect": "oracle",
|
| 314 |
+
"difficulty": "medium",
|
| 315 |
+
"question": "Complete shipment 77. Return only the SQL.",
|
| 316 |
+
"gold": "UPDATE shipments SET status = 'DELIVERED', delivered_on = TRUNC(SYSDATE) WHERE shipment_id = 77;",
|
| 317 |
+
"pred": "UPDATE shipments SET status = 'DELIVERED', delivered_on = TRUNC(SYSDATE) WHERE shipment_id = 77;",
|
| 318 |
+
"match": true
|
| 319 |
+
},
|
| 320 |
+
{
|
| 321 |
+
"id": "ex_9e0427dcec4e7666",
|
| 322 |
+
"dialect": "postgres",
|
| 323 |
+
"difficulty": "hard",
|
| 324 |
+
"question": "customer_id in customers not in orders. Return only the SQL.",
|
| 325 |
+
"gold": "SELECT c.customer_id, c.customer_name FROM customers c WHERE NOT EXISTS (SELECT 1 FROM orders o WHERE o.customer_id = c.customer_id);",
|
| 326 |
+
"pred": "SELECT c.customer_id, c.customer_name FROM customers c WHERE NOT EXISTS (SELECT 1 FROM orders o WHERE o.customer_id = c.customer_id);",
|
| 327 |
+
"match": true
|
| 328 |
+
},
|
| 329 |
+
{
|
| 330 |
+
"id": "ex_ee9af559100ae7f3",
|
| 331 |
+
"dialect": "oracle",
|
| 332 |
+
"difficulty": "easy",
|
| 333 |
+
"question": "Write a Oracle query for: Top 10 GPA list.",
|
| 334 |
+
"gold": "SELECT full_name, major, gpa FROM students ORDER BY gpa DESC FETCH FIRST 10 ROWS ONLY;",
|
| 335 |
+
"pred": "SELECT full_name, major, gpa FROM students ORDER BY gpa DESC FETCH FIRST 10 ROWS ONLY;",
|
| 336 |
+
"match": true
|
| 337 |
+
},
|
| 338 |
+
{
|
| 339 |
+
"id": "ex_181c0867e851761a",
|
| 340 |
+
"dialect": "oracle",
|
| 341 |
+
"difficulty": "medium",
|
| 342 |
+
"question": "Write a Oracle query for: Find customers whose city matches %York%.",
|
| 343 |
+
"gold": "SELECT customer_id, customer_name, city FROM customers WHERE city LIKE '%York%';",
|
| 344 |
+
"pred": "SELECT customer_id, customer_name, city FROM customers WHERE city LIKE '%York%';",
|
| 345 |
+
"match": true
|
| 346 |
+
},
|
| 347 |
+
{
|
| 348 |
+
"id": "ex_5c1944bd992a4282",
|
| 349 |
+
"dialect": "oracle",
|
| 350 |
+
"difficulty": "medium",
|
| 351 |
+
"question": "Write a Oracle query for: Count Open tickets grouped by agent_name.",
|
| 352 |
+
"gold": "SELECT a.agent_name, COUNT(*) AS open_tickets FROM tickets t JOIN agents a ON t.agent_id = a.agent_id WHERE t.status = 'Open' GROUP BY a.agent_name;",
|
| 353 |
+
"pred": "SELECT a.agent_name, COUNT(*) AS open_tickets FROM tickets t JOIN agents a ON t.agent_id = a.agent_id WHERE t.status = 'Open' GROUP BY a.agent_name;",
|
| 354 |
+
"match": true
|
| 355 |
+
},
|
| 356 |
+
{
|
| 357 |
+
"id": "ex_4b16a4d788c97596",
|
| 358 |
+
"dialect": "oracle",
|
| 359 |
+
"difficulty": "medium",
|
| 360 |
+
"question": "Write a Oracle query for: Agents who are available.",
|
| 361 |
+
"gold": "SELECT agent_id, agent_name, team FROM agents WHERE is_available = 1;",
|
| 362 |
+
"pred": "SELECT agent_id, agent_name, team FROM agents WHERE is_available = 1;",
|
| 363 |
+
"match": true
|
| 364 |
+
},
|
| 365 |
+
{
|
| 366 |
+
"id": "ex_176cb0a393755a4d",
|
| 367 |
+
"dialect": "oracle",
|
| 368 |
+
"difficulty": "medium",
|
| 369 |
+
"question": "Shipments originating in a city starting with San.",
|
| 370 |
+
"gold": "SELECT shipment_id, tracking_no, origin_city FROM shipments WHERE origin_city LIKE 'San%';",
|
| 371 |
+
"pred": "SELECT shipment_id, tracking_no, origin_city FROM shipments WHERE origin_city LIKE 'San%';",
|
| 372 |
+
"match": true
|
| 373 |
+
},
|
| 374 |
+
{
|
| 375 |
+
"id": "ex_ca3413a258dd3e4e",
|
| 376 |
+
"dialect": "oracle",
|
| 377 |
+
"difficulty": "hard",
|
| 378 |
+
"question": "Write a Oracle query for: WITH clause counting orders per customer, keep count > 3.",
|
| 379 |
+
"gold": "WITH order_counts AS (SELECT customer_id, COUNT(*) AS order_count FROM orders GROUP BY customer_id) SELECT c.customer_name, oc.order_count FROM order_counts oc JOIN customers c ON c.customer_id = oc.customer_id WHERE oc.order_count > 3;",
|
| 380 |
+
"pred": "WITH order_counts AS (SELECT customer_id, COUNT(*) AS order_count FROM orders GROUP BY customer_id) SELECT c.customer_name, oc.order_count FROM order_counts oc JOIN customers c ON c.customer_id = oc.customer_id WHERE oc.order_count > 3;",
|
| 381 |
+
"match": true
|
| 382 |
+
},
|
| 383 |
+
{
|
| 384 |
+
"id": "ex_97741e5236913d36",
|
| 385 |
+
"dialect": "oracle",
|
| 386 |
+
"difficulty": "easy",
|
| 387 |
+
"question": "Best ten gpa values. Return only the SQL.",
|
| 388 |
+
"gold": "SELECT full_name, major, gpa FROM students ORDER BY gpa DESC FETCH FIRST 10 ROWS ONLY;",
|
| 389 |
+
"pred": "SELECT full_name, major, gpa FROM students ORDER BY gpa DESC FETCH FIRST 10 ROWS ONLY;",
|
| 390 |
+
"match": true
|
| 391 |
+
},
|
| 392 |
+
{
|
| 393 |
+
"id": "ex_79eebf63d2b46a2b",
|
| 394 |
+
"dialect": "oracle",
|
| 395 |
+
"difficulty": "hard",
|
| 396 |
+
"question": "Customers who ordered more than three times. Return only the SQL.",
|
| 397 |
+
"gold": "WITH order_counts AS (SELECT customer_id, COUNT(*) AS order_count FROM orders GROUP BY customer_id) SELECT c.customer_name, oc.order_count FROM order_counts oc JOIN customers c ON c.customer_id = oc.customer_id WHERE oc.order_count > 3;",
|
| 398 |
+
"pred": "WITH order_counts AS (SELECT customer_id, COUNT(*) AS order_count FROM orders GROUP BY customer_id) SELECT c.customer_name, oc.order_count FROM order_counts oc JOIN customers c ON c.customer_id = oc.customer_id WHERE oc.order_count > 3;",
|
| 399 |
+
"match": true
|
| 400 |
+
},
|
| 401 |
+
{
|
| 402 |
+
"id": "ex_adbaf24e74fb701a",
|
| 403 |
+
"dialect": "oracle",
|
| 404 |
+
"difficulty": "medium",
|
| 405 |
+
"question": "Customers in cities containing 'York'.",
|
| 406 |
+
"gold": "SELECT customer_id, customer_name, city FROM customers WHERE city LIKE '%York%';",
|
| 407 |
+
"pred": "SELECT customer_id, customer_name, city FROM customers WHERE city LIKE '%York%';",
|
| 408 |
+
"match": true
|
| 409 |
+
},
|
| 410 |
+
{
|
| 411 |
+
"id": "ex_2d820ef2a5909d2a",
|
| 412 |
+
"dialect": "postgres",
|
| 413 |
+
"difficulty": "medium",
|
| 414 |
+
"question": "Today's stock updates. Return only the SQL.",
|
| 415 |
+
"gold": "SELECT stock_id, warehouse_id, item_id, qty_on_hand FROM stock WHERE updated_at::date = CURRENT_DATE;",
|
| 416 |
+
"pred": "SELECT txn_id, warehouse_id, item_id, qty_on_hand, created_at FROM stock WHERE qty_on_hand <= CURRENT_DATE;",
|
| 417 |
+
"match": false
|
| 418 |
+
},
|
| 419 |
+
{
|
| 420 |
+
"id": "ex_d759eda0ae841fa7",
|
| 421 |
+
"dialect": "postgres",
|
| 422 |
+
"difficulty": "easy",
|
| 423 |
+
"question": "Return every customer's name and country. Return only the SQL.",
|
| 424 |
+
"gold": "SELECT customer_name, country FROM customers;",
|
| 425 |
+
"pred": "SELECT customer_name, country FROM customers;",
|
| 426 |
+
"match": true
|
| 427 |
+
},
|
| 428 |
+
{
|
| 429 |
+
"id": "ex_03314b46941553c7",
|
| 430 |
+
"dialect": "oracle",
|
| 431 |
+
"difficulty": "easy",
|
| 432 |
+
"question": "Number of cancelled orders. Return only the SQL.",
|
| 433 |
+
"gold": "SELECT COUNT(*) AS cancelled_count FROM orders WHERE status = 'Cancelled';",
|
| 434 |
+
"pred": "SELECT COUNT(*) AS cancelled_count FROM orders WHERE status = 'Cancelled';",
|
| 435 |
+
"match": true
|
| 436 |
+
},
|
| 437 |
+
{
|
| 438 |
+
"id": "ex_532b3d35b7593fb5",
|
| 439 |
+
"dialect": "oracle",
|
| 440 |
+
"difficulty": "medium",
|
| 441 |
+
"question": "Full name as first_name space last_name.",
|
| 442 |
+
"gold": "SELECT first_name || ' ' || last_name AS full_name FROM employees;",
|
| 443 |
+
"pred": "SELECT first_name || ' ' || last_name AS full_name FROM employees;",
|
| 444 |
+
"match": true
|
| 445 |
+
},
|
| 446 |
+
{
|
| 447 |
+
"id": "ex_8cc46343db1bdc6f",
|
| 448 |
+
"dialect": "oracle",
|
| 449 |
+
"difficulty": "easy",
|
| 450 |
+
"question": "How many 4-credit courses are there?",
|
| 451 |
+
"gold": "SELECT COUNT(*) AS course_count FROM courses WHERE credits = 4;",
|
| 452 |
+
"pred": "SELECT COUNT(*) AS course_count FROM courses WHERE credits = 4;",
|
| 453 |
+
"match": true
|
| 454 |
+
},
|
| 455 |
+
{
|
| 456 |
+
"id": "ex_0149a918a33d3f6e",
|
| 457 |
+
"dialect": "oracle",
|
| 458 |
+
"difficulty": "medium",
|
| 459 |
+
"question": "Write a Oracle query for: origin_city LIKE San%.",
|
| 460 |
+
"gold": "SELECT shipment_id, tracking_no, origin_city FROM shipments WHERE origin_city LIKE 'San%';",
|
| 461 |
+
"pred": "SELECT shipment_id, tracking_no, origin_city FROM shipments WHERE origin_city LIKE 'San%';",
|
| 462 |
+
"match": true
|
| 463 |
+
},
|
| 464 |
+
{
|
| 465 |
+
"id": "ex_6b8663da56b88c3e",
|
| 466 |
+
"dialect": "oracle",
|
| 467 |
+
"difficulty": "easy",
|
| 468 |
+
"question": "Write a Oracle query for: Count orders with status Cancelled.",
|
| 469 |
+
"gold": "SELECT COUNT(*) AS cancelled_count FROM orders WHERE status = 'Cancelled';",
|
| 470 |
+
"pred": "SELECT COUNT(*) AS cancelled_count FROM orders WHERE status = 'Cancelled';",
|
| 471 |
+
"match": true
|
| 472 |
+
},
|
| 473 |
+
{
|
| 474 |
+
"id": "ex_4fe32a3a1acc5588",
|
| 475 |
+
"dialect": "oracle",
|
| 476 |
+
"difficulty": "medium",
|
| 477 |
+
"question": "City names that include York. Return only the SQL.",
|
| 478 |
+
"gold": "SELECT customer_id, customer_name, city FROM customers WHERE city LIKE '%York%';",
|
| 479 |
+
"pred": "SELECT customer_id, customer_name, city FROM customers WHERE city LIKE '%York%';",
|
| 480 |
+
"match": true
|
| 481 |
+
},
|
| 482 |
+
{
|
| 483 |
+
"id": "ex_f508bacbf1d5a900",
|
| 484 |
+
"dialect": "oracle",
|
| 485 |
+
"difficulty": "medium",
|
| 486 |
+
"question": "Write a Oracle query for: Who has a null manager_id?",
|
| 487 |
+
"gold": "SELECT employee_id, first_name, last_name FROM employees WHERE manager_id IS NULL;",
|
| 488 |
+
"pred": "SELECT employee_id, first_name, last_name FROM employees WHERE manager_id IS NULL;",
|
| 489 |
+
"match": true
|
| 490 |
+
},
|
| 491 |
+
{
|
| 492 |
+
"id": "ex_fc5afbbf96202473",
|
| 493 |
+
"dialect": "oracle",
|
| 494 |
+
"difficulty": "medium",
|
| 495 |
+
"question": "How many open tickets does each agent have? Return only the SQL.",
|
| 496 |
+
"gold": "SELECT a.agent_name, COUNT(*) AS open_tickets FROM tickets t JOIN agents a ON t.agent_id = a.agent_id WHERE t.status = 'Open' GROUP BY a.agent_name;",
|
| 497 |
+
"pred": "SELECT a.agent_name, COUNT(*) AS open_tickets FROM tickets t JOIN agents a ON t.agent_id = a.agent_id WHERE t.status = 'Open' GROUP BY a.agent_name;",
|
| 498 |
+
"match": true
|
| 499 |
+
},
|
| 500 |
+
{
|
| 501 |
+
"id": "ex_35082fab89e9b2b4",
|
| 502 |
+
"dialect": "oracle",
|
| 503 |
+
"difficulty": "medium",
|
| 504 |
+
"question": "Write a Oracle query for: Find staff with last_name beginning with s ignoring case.",
|
| 505 |
+
"gold": "SELECT employee_id, first_name, last_name FROM employees WHERE UPPER(last_name) LIKE 'S%';",
|
| 506 |
+
"pred": "SELECT employee_id, first_name, last_name FROM employees WHERE last_name LIKE ' ' || first_name;",
|
| 507 |
+
"match": false
|
| 508 |
+
},
|
| 509 |
+
{
|
| 510 |
+
"id": "ex_aa62e801ddf83284",
|
| 511 |
+
"dialect": "postgres",
|
| 512 |
+
"difficulty": "easy",
|
| 513 |
+
"question": "Suppliers ordered by lead time ascending.",
|
| 514 |
+
"gold": "SELECT supplier_id, supplier_name, lead_time_days FROM suppliers ORDER BY lead_time_days ASC;",
|
| 515 |
+
"pred": "SELECT supplier_id, supplier_name, lead_time_days FROM suppliers ORDER BY lead_time_days ASC;",
|
| 516 |
+
"match": true
|
| 517 |
+
},
|
| 518 |
+
{
|
| 519 |
+
"id": "ex_2b281aa43a7b6fb1",
|
| 520 |
+
"dialect": "oracle",
|
| 521 |
+
"difficulty": "easy",
|
| 522 |
+
"question": "Write a Oracle query for: Count courses where credits = 4.",
|
| 523 |
+
"gold": "SELECT COUNT(*) AS course_count FROM courses WHERE credits = 4;",
|
| 524 |
+
"pred": "SELECT COUNT(*) AS course_count FROM courses WHERE credits = 4;",
|
| 525 |
+
"match": true
|
| 526 |
+
},
|
| 527 |
+
{
|
| 528 |
+
"id": "ex_c5783841911652e9",
|
| 529 |
+
"dialect": "oracle",
|
| 530 |
+
"difficulty": "medium",
|
| 531 |
+
"question": "Accounts with more than 20 transactions.",
|
| 532 |
+
"gold": "SELECT account_id, COUNT(*) AS txn_count FROM transactions GROUP BY account_id HAVING COUNT(*) > 20;",
|
| 533 |
+
"pred": "SELECT account_id, COUNT(*) AS txn_count FROM transactions GROUP BY account_id HAVING COUNT(*) > 20;",
|
| 534 |
+
"match": true
|
| 535 |
+
},
|
| 536 |
+
{
|
| 537 |
+
"id": "ex_d2f17d616d77d8be",
|
| 538 |
+
"dialect": "oracle",
|
| 539 |
+
"difficulty": "medium",
|
| 540 |
+
"question": "Last names that start with the letter S, any case. Return only the SQL.",
|
| 541 |
+
"gold": "SELECT employee_id, first_name, last_name FROM employees WHERE UPPER(last_name) LIKE 'S%';",
|
| 542 |
+
"pred": "SELECT employee_id, SUBSTR(last_name, 1, 3) AS name_prefix FROM employees;",
|
| 543 |
+
"match": false
|
| 544 |
+
}
|
| 545 |
+
]
|
| 546 |
+
}
|