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| """Fraud Detection Trace - Tracks fraud analysis process.""" | |
| from typing import Dict, List, Any | |
| from datetime import datetime | |
| class FraudDetectionTrace: | |
| """Maintains trace of fraud detection process.""" | |
| def __init__(self): | |
| self.trace_steps = [] | |
| self.start_time = None | |
| def start_trace(self, claim_id: str): | |
| self.start_time = datetime.now() | |
| self.trace_steps = [] | |
| self.add_step("fraud_analysis_started", {"claim_id": claim_id}) | |
| def add_step(self, step_name: str, step_data: Dict[str, Any]): | |
| step = { | |
| "step": step_name, | |
| "timestamp": datetime.now().isoformat(), | |
| "data": step_data | |
| } | |
| self.trace_steps.append(step) | |
| def get_trace(self) -> Dict[str, Any]: | |
| return { | |
| "trace_id": f"FTRACE-{self.start_time.strftime('%Y%m%d%H%M%S')}" if self.start_time else "FTRACE-UNKNOWN", | |
| "total_steps": len(self.trace_steps), | |
| "steps": self.trace_steps | |
| } | |