28 lines
1.2 KiB
Python
28 lines
1.2 KiB
Python
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import logging
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import math
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# Configure logging
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logging.basicConfig(
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level=logging.INFO,
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format="%(asctime)s [%(levelname)s] %(name)s - %(message)s",
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)
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logger = logging.getLogger(__name__)
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def post_processing(value):
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try:
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part1 = min(value * 100 + 0.00001, 1) * 85
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part2 = max(math.log(value * 100 + 0.000001, 2) * 185, 0)
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score = round((part1 + part2), 0)
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score_threshold = 1230
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action = "Application Decline" if score >= score_threshold else "Application Pass"
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description = (
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f"HD Fraud Score is above the risk threshold {score_threshold}, Recommended action: {action}."
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if score >= score_threshold
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else f"HD Fraud Score is below the risk threshold {score_threshold}, Recommended action: {action}."
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)
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# logger.info({'score': score, 'action': action, 'description': description})
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return {'score': score, 'action': action, 'description': description}
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except Exception as e:
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logger.error(f"Error in post_processing: {e}")
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return {'score': None, 'action': 'Unknown', 'description': 'Error processing the score'}
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