Update spider.py

spider.py

@@ -0,0 +1,38 @@
+from datasets import load_dataset, Dataset
+import pandas as pd
+
+# Step 1: Download your uploaded Spider dataset
+my_spider_dataset = load_dataset("HusnaManakkot/new-spider-HM", split='train')
+
+# Step 2: Convert the dataset to a Pandas DataFrame
+my_spider_df = pd.DataFrame(my_spider_dataset)
+
+# Step 3: Add a new row to the DataFrame
+new_example = {
+    'db_id': 'employee_database',  # Replace with the actual database ID
+    'query': "SELECT AVG(salary) FROM employees WHERE join_date > '2015-01-01' AND department = 'Marketing';",
+    'question': 'What is the average salary of employees who joined after 2015 and work in the Marketing department?',
+    'query_toks': ['SELECT', 'AVG', '(', 'salary', ')', 'FROM', 'employees', 'WHERE', 'join_date', '>', "'2015-01-01'", 'AND', 'department', '=', "'Marketing'", ';'],
+    'query_toks_no_value': ['SELECT', 'AVG', '(', 'salary', ')', 'FROM', 'employees', 'WHERE', 'join_date', '>', 'VALUE', 'AND', 'department', '=', 'VALUE', ';'],
+    'question_toks': ['What', 'is', 'the', 'average', 'salary', 'of', 'employees', 'who', 'joined', 'after', '2015', 'and', 'work', 'in', 'the', 'Marketing', 'department', '?'],
+    'sql': {
+        'select': [(0, [(3, (0, 'salary'))])],  # (agg_id, val_unit), agg_id for AVG is 0, val_unit is (column_id, column_name)
+        'from': {'table_units': [('table_unit', 0)], 'conds': []},  # ('table_unit', table_id), assuming 'employees' is the first table
+        'where': [(0, False, [(2, (0, 'join_date')), '>', (1, "'2015-01-01'")]), 'AND', (0, False, [(2, (0, 'department')), '=', (1, "'Marketing'")])],
+        'groupBy': [],
+        'having': [],
+        'orderBy': [],
+        'limit': None,
+        'intersect': None,
+        'union': None,
+        'except': None
+    }
+}
+
+my_spider_df = my_spider_df.append(new_example, ignore_index=True)
+
+# Step 4: Convert the modified DataFrame back to a Hugging Face dataset
+modified_spider_dataset = Dataset.from_pandas(my_spider_df)
+
+# Step 5: Push the modified dataset back to your Hugging Face account
+modified_spider_dataset.push_to_hub("HusnaManakkot/new-spider-HM")