from pm_studio_mcp.utils.data_center.base_handler import BaseHandler
from datetime import datetime
import os
from typing import Dict, Any

class DataAIHandler(BaseHandler):
    """
    Handler for DataAI operations.
    This class is responsible for managing DataAI-related functionalities.
    """
    def __init__(self, api_key: str):

        """
        Initialize the DataAIHandler with the provided API key.
        
        :param api_key: The API key for DataAI.
        """
        self.api_key = api_key
        # Initialize DataAI API client here if needed


    def fetch_data(self, query: str, start_date: datetime, end_date: datetime, working_dir: str = "") -> Dict[str, Any]:
        """
        Fetch data from DataAI based on the provided query and date range.
        
        :param query: The query string to search for.
        :param start_date: The start date for the data fetch.
        :param end_date: The end date for the data fetch.
        :return: Data fetched from DataAI.
        """
        # Implement the logic to fetch data from DataAI API
        # This is a placeholder implementation
        print(f"Fetching data for query '{query}' from {start_date} to {end_date}.")
        # return {
        #     "status": "success",
        #     "data_length": len(filtered_posts),
        #     "output_file": os.path.abspath(output_file)
        # }
        pass