log_message

from datetime import datetime import time # Set up logging logger = logging.getLogger(__name__) logger.setLevel(logging.DEBUG) file_handler = RotatingFileHandler('auth_logs.log', maxBytes=1000000, backupCount=5) file_handler.setLevel(logg…

4. **Logging**: Use structured logging to capture detailed information for monitoring and auditing purposes. ### Improved Implementation Here's an improved version of your code with these considerations: ```python import os import loggin…

log_message('ERROR', "Authentication failed.", {'username': username}) # Main entry point async def main(): await test_authentication() # Run the main function if __name__ == "__main__": asyncio.run(main()) ``` ### Key Im…

es_client = Elasticsearch([{'host': 'localhost', 'port': 9200}]) def log_message(level, message, extra=None): log_entry = { 'timestamp': datetime.now().isoformat(), 'level': level, 'message': message, **…

log_message('ERROR', f"Authentication error for user {username}", {'error': str(e)}) return None # FastAPI app app = FastAPI() # Rate limiter rate_limiter = RateLimiter(max_calls=10, period=60) # 10 calls per minute # De…

return token except keycloak.exceptions.KeycloakError as e: # Handle authentication errors log_message('ERROR', f"Authentication error for user {username}", {'error': str(e)}) return None # FastAPI app a…

sensitive_data = ["password", "credit_card_number"] # Define the access control function def check_access(role, resource): # Define the access rules for each role access_rules = { "admin": {"log_message", "sensitive_data"},…

- **Consistency:** Ensure that the random sampling is consistent across different runs of the application. You might want to seed the random number generator if you need deterministic behavior for testing purposes. - **Audit Logging:** Cons…