import requests
import logging

# Configure logging
logging.basicConfig(
    level=logging.INFO,
    format="%(asctime)s [%(levelname)s] %(name)s - %(message)s",
)
logger = logging.getLogger(__name__)

def fetch_data(url, record_id):
    """Fetches data for a given record_id from the API."""
    try:
        response = requests.get(f"{url}/{record_id}", headers={"Content-Type": "application/json"})
        if response.status_code == 200:
            output= response.json()  
            return output  
        else:
            logger.error(f"Failed to fetch {record_id}: {response.status_code}")
            return None
    except requests.RequestException as e:
        logger.error(f"Error fetching {record_id}: {e}")
        return None

def post_processing_duplicate(data, url):
    """Main function to fetch and extract required fields."""
    record_id = data.get('record_id')
    connected_records = data.get('connected_records', [])

    # Fetch main record data
    record_data = fetch_data(url, record_id)
    application_key = None
    hd_score_m1 = None
    if record_data:
        application_key = record_data['data'].get('application_key')
        hd_score_m1 = record_data['data'].get('hd_score_m1')

    # Fetch application_key for connected records
    connected_keys = [
        fetch_data(url, rec_id)['data'].get('application_key')
        for rec_id in connected_records
        if fetch_data(url, rec_id) and fetch_data(url, rec_id)['data'].get('application_key')
    ]

    return {
        "application_key": application_key,
        "hd_score_m1": hd_score_m1,
        "connected_application_keys": connected_keys
    }



def post_processing(data, url):
    """Main function to fetch and extract required fields."""
    record_id = data.get('hd_key')
    connected_records = data.get('matches', []) + [record_id]  # Matches + hd_key

    # Fetch main record data
    record_data = fetch_data(url, record_id)
    application_key = None
    hd_score_m1 = None
    if record_data:
        application_key = record_data['data'].get('application_key')
        hd_score_m1 = record_data['data'].get('hd_score_m1')

    # Fetch application_key for connected records
    connected_keys = [
        fetch_data(url, rec_id)['data'].get('application_key')
        for rec_id in connected_records
        if fetch_data(url, rec_id) and fetch_data(url, rec_id)['data'].get('application_key')
    ]

    return {
        "application_key": application_key,
        "hd_score_m1": hd_score_m1,
        "connected_application_keys": connected_keys
    }