#!/usr/bin/env python3 """ 40.4.2 `log_auditor.py` Source: Chapter_40_Compliance_and_Standards Category: compliance """ import re import argparse import sys class LogComplianceAuditor: def __init__(self, log_data: list): self.logs = log_data # Regex patterns for required fields in a structured log (JSON) self.requirements = { "Timestamp": r'"timestamp":', "Model_ID": r'"model_id":', "Input_Hash": r'"input_hash":', # Checking for hash, not raw data (privacy) "Safety_Score": r'"safety_score":', "Latency": r'"latency_ms":' } def audit(self): print(f"[*] Auditing {len(self.logs)} log entries for EU AI Act Art. 12 Compliance...") for i, log_entry in enumerate(self.logs): missing = [] for field, pattern in self.requirements.items(): if not re.search(pattern, log_entry): missing.append(field) if missing: print(f"[FAIL] Line {i+1}: Missing fields {missing} -> NON-COMPLIANT") else: print(f"[PASS] Line {i+1}: Fully Compliant") # Usage logs = [ '{"timestamp": "2024-01-01T12:00:00", "model_id": "gpt-4", "input_hash": "abc", "safety_score": 0.1, "latency_ms": 500}', '{"timestamp": "2024-01-01T12:01:00", "error": "timeout"}' # This will fail ] auditor = LogComplianceAuditor(logs) auditor.audit() def main(): """Command-line interface.""" parser = argparse.ArgumentParser(description=__doc__) parser.add_argument("--verbose", "-v", action="store_true", help="Verbose output") args = parser.parse_args() # TODO: Add main execution logic pass if __name__ == "__main__": main()