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| from typing import Any, Dict, List | |
| import pandas as pd | |
| def process_data(data: List[Dict[str, Any]]) -> pd.DataFrame: | |
| """Convert list of dictionaries to pandas DataFrame.""" | |
| return pd.DataFrame(data) | |
| def generate_sql_query(natural_language_query: str) -> str: | |
| """Convert natural language query to SQL query.""" | |
| # TODO: Implement query generation logic | |
| return "SELECT * FROM data LIMIT 10" | |
| def format_response(data: pd.DataFrame) -> Dict[str, Any]: | |
| """Format DataFrame response for API.""" | |
| return { | |
| "columns": data.columns.tolist(), | |
| "data": data.to_dict(orient="records"), | |
| "summary": {"row_count": len(data), "column_count": len(data.columns)}, | |
| } | |