import logging
import math

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

def post_processing(value):
    try:
        part1 = min(value * 100 + 0.00001, 1) * 85
        part2 = max(math.log(value * 100 + 0.000001, 2) * 185, 0)
        score = round((part1 + part2), 0)
        score_threshold = 1230
        action = "Application Decline" if score >= score_threshold else "Application Pass"
        description = (
            f"HD Fraud Score is above the risk threshold {score_threshold}, Recommended action: {action}." 
            if score >= score_threshold 
            else f"HD Fraud Score is below the risk threshold {score_threshold}, Recommended action: {action}."
        )
        # logger.info({'score': score, 'action': action, 'description': description})
        return {'score': score, 'action': action, 'description': description}
    except Exception as e:
        logger.error(f"Error in post_processing: {e}")
        return {'score': None, 'action': 'Unknown', 'description': 'Error processing the score'}