try block

'ApplyServerSideEncryptionByDefault': { 'SSEAlgorithm': 'AES256' } } ] } try: s3.put_bucket_encryption( Bucket=bucket_name, ServerSideEncryptionConfiguration=encryptio…

- Implement a caching layer like Redis to store frequently accessed data and reduce the number of database queries. 3. **Testing and Validation**: - Thoroughly test the schema and caching strategy to ensure they meet your performance…

### Example Code with Enhanced Logging and Error Handling Here's an enhanced version of your code with improved logging and error handling: ```python import logging import json # Configure logging logging.basicConfig(level=logging.DEBUG,…

date = datetime.datetime.strptime(date_string, '%Y-%m-%d') return date.strftime('%Y-%m-%d') except ValueError: try: # If that fails, try another common format date = datetime.datetime.strp…

from kafka import KafkaProducer from kafka.errors import KafkaError, KafkaTimeoutError, KafkaConnectionError, KafkaAuthenticationError import logging # Configure logging logging.basicConfig(level=logging.INFO) logger = logging.getLogger(__…

# Validate access token def validate_access_token(token): try: decoded_token = jwt.decode(token, access_token_secret, algorithms=['HS256']) return decoded_token except jwt.exceptions.ExpiredSignatureError: lo…

import requests import logging from datetime import datetime # Configure logging logging.basicConfig(filename='monitoring.log', level=logging.ERROR, format='%(asctime)s - %(levelname)s - %(message)s') def send_request(…

except hvac.exceptions.VaultDown as e: logger.error(f"Vault instance is down: {e}") raise except hvac.exceptions.InvalidRequest as e: logger.error(f"Invalid request to Vault: {e}") raise except hv…

#### Step 3: Implement the Main Search Endpoint Combine the results from both services and handle errors appropriately. ```python @app.post("/search", response_model=SearchResponse) async def search(query: SearchQuery): try: s…

logger = logging.getLogger(__name__) @app.post("/search", response_model=SearchResponse) async def search(query: SearchQuery): try: sparse_results = call_sparse_retrieval(query) except HTTPException as e: logger.err…

return response.json() except requests.exceptions.HTTPError as e: raise HTTPException(status_code=response.status_code, detail=str(e)) except requests.exceptions.ConnectionError as e: raise HTT…

return response.json() except requests.exceptions.HTTPError as e: raise HTTPException(status_code=response.status_code, detail=str(e)) except requests.exceptions.ConnectionError as e: raise HTTPException(stat…

except requests.exceptions.ConnectionError as e: raise HTTPException(status_code=503, detail=str(e)) except requests.exceptions.Timeout as e: raise HTTPException(status_code=504, detail=str(e)) except Exception a…

#### Use Monitoring Tools - Use monitoring tools to track the health and performance of your logging system. - Set up alerts for any recurring errors. #### Validate the Changes - Test the logging system thoroughly to ensure that it behaves…

```python import logging # Set up logging logging.basicConfig(filename='algorithm_errors.log', level=logging.ERROR) def resize_algorithm(query): try: # Calculate complexity complexity = calculate_complexity(query) …

# Rerank the results reranked_results = rerank(results) # Log the success logger.info("Results reranked successfully") return reranked_results except RerankScoreError as e: # Log …

logging.basicConfig(level=logging.ERROR, format='%(asctime)s - %(levelname)s - %(message)s') # Define key rotation function def rotate_key(operation): try: # Simulate key rotation logic time.sleep(0.001) # Simulate a s…

### Steps to Set Up Error Logging 1. **Configure Logging**: Set up logging to capture detailed information about errors, including the query, timestamp, and exception details. 2. **Use Context Managers**: Ensure that exceptions are caught …