Timeout

- This helps to avoid overwhelming the Kafka cluster with repeated retries. 3. **Error Logging with Status Codes**: - The error handling blocks log the error status code and message, which can be useful for diagnosing issues. - Th…

successful_requests += 1 elif response.status_code == 429: rejected_requests += 1 except requests.exceptions.Timeout: # Handle timeout pass return successful_re…

# Adjust rate limit based on average response time if len(response_times) > 10: avg_response_time = sum(response_times[-10:]) / 10 if avg_response_time > 0.1: # Threshold for high loa…

reset = limiter.current_limit_reset response.headers["X-RateLimit-Limit"] = str(limiter.current_limit) response.headers["X-RateLimit-Remaining"] = str(remaining) response.headers["X-RateLimit-Reset"]…

# Define timeout timeout = 2 # seconds # Example endpoint @app.post("/api/v1/ingest") async def ingest_data(request: Request): # Simulate data ingestion logic try: # Use asyncio.wait_for to enforce timeout await as…

3. **Early Stopping**: While not explicitly shown in the code above, you can implement early stopping by monitoring the validation loss and stopping training when it stops improving. This typically involves splitting your data into training…

import org.springframework.beans.factory.annotation.Autowired; import org.springframework.http.client.ClientHttpResponse; import org.springframework.web.client.ResponseErrorHandler; import org.springframework.web.client.RestTemplate; // De…

((SimpleClientHttpRequestFactory) requestFactory).setReadTimeout(5000); // 5 seconds keycloakRestTemplate.setRestTemplate(new RestTemplate(requestFactory)); ``` ### Key Changes and Improvements 1. **Increased Timeout Settings**: Set the …

except requests.exceptions.Timeout as e: raise HTTPException(status_code= 504, detail=str(e)) except Exception as e: raise HTTPException(status_code=500, detail=str(e)) @app.post("/api/v1/hybrid-search", response_mo…