#!/usr/bin/env python3
"""
Secure model deployment

Source: Chapter_15_Data_Leakage_and_Extraction
Category: data_extraction
"""

import argparse
import sys

# Deployment checklist

DEPLOYMENT_CHECKLIST = {
    'data_sanitization': [
        'Training data scanned for PII',
        'Secrets removed from all datasets',
        'Data provenance documented'
    ],
    'access_controls': [
        'API authentication enabled',
        'Rate limiting configured',
        'User roles and permissions set'
    ],
    'monitoring': [
        'Logging enabled for all queries',
        'Anomaly detection active',
        'Alerts configured for suspicious patterns'
    ],
    'output_filtering': [
        'PII detection enabled',
        'Secret scanning active',
        'Output validation implemented'
    ],
    'incident_response': [
        'IR plan documented',
        'Emergency contacts configured',
        'Evidence collection automated'
    ]
}

def verify_deployment_security(deployment):
    """Verify all security controls before production"""
    for category, checks in DEPLOYMENT_CHECKLIST.items():
        print(f"\nVerifying {category}:")
        for check in checks:
            status = verify_check(deployment, check)
            print(f"  {'✓' if status else '✗'} {check}")


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()