Exception Details

print(f"Processed {file_path} successfully") except Exception as e: print(f"Failed to process {file_path}: {e}") if __name__ == "__main__": main() ``` ### Explanation 1. **Concurrency Manag…

- **File Extension Checks**: Check file extensions to determine the file type and apply appropriate parsing logic. ### 4. **Graceful Degradation** - **Partial Parsing**: Attempt to parse as much metadata as possible and log the parts…

from sentence_transformers import SentenceTransformer from concurrent.futures import ThreadPoolExecutor, as_completed # Load the model once model = SentenceTransformer('paraphrase-MiniLM-L6-v2') def vectorize_document(doc): return mod…

- Call `consumer.close()` to close the consumer gracefully. ### Retry Mechanism For transient errors, you can implement a retry mechanism. Here's an example: ```python def consume_messages_with_retry(retries=3): for attempt in ran…

try: # Get the log message from the request body message = await request.json() log_message = message.get("message") if not log_message: raise HTTPException(status_code=400, detail="Message is…

index.append(index_data) except IndexError as e: print(f"Error processing document '{document}': {e}") continue finally: # Monitor memory usage process = psutil…

- Check for any null or empty values that might cause issues when accessing array elements. 4. **Adjust BM25 Parameters**: - If the issue is related to the BM25 algorithm, ensure that the parameters (`k1` and `b`) are correctly confi…

logging.basicConfig(level=logging.DEBUG) def parse_request(request): try: # Parsing logic here data = request.json() # Validate data if not data: raise ValueError("Invalid request data") …

@app.route("/api/v1/model-evaluate", methods=["GET"]) def evaluate_model(): try: # Simulate running the evaluation pipeline # ... (code omitted for brevity) result = {"results": [1, 2, 3]} return jsonify(…