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| from prometheus_client import Counter, Histogram, Gauge, start_http_server | |
| import time | |
| import logging | |
| from functools import wraps | |
| # Create loggers | |
| logger = logging.getLogger(__name__) | |
| # Define metrics | |
| REQUEST_COUNT = Counter('http_requests_total', 'Total HTTP requests', ['method', 'endpoint', 'status_code']) | |
| REQUEST_DURATION = Histogram('http_request_duration_seconds', 'Duration of HTTP requests in seconds', ['method', 'endpoint']) | |
| ACTIVE_TASKS = Gauge('active_tasks_count', 'Number of active tasks') | |
| TASK_EVENTS_PROCESSED = Counter('task_events_processed_total', 'Total task events processed', ['event_type']) | |
| class MonitoringMiddleware: | |
| """Custom middleware to collect metrics for FastAPI application""" | |
| def __init__(self): | |
| self.logger = logging.getLogger(self.__class__.__name__) | |
| def record_request(self, method: str, endpoint: str, status_code: int, duration: float): | |
| """Record request metrics""" | |
| REQUEST_COUNT.labels(method=method, endpoint=endpoint, status_code=status_code).inc() | |
| REQUEST_DURATION.labels(method=method, endpoint=endpoint).observe(duration) | |
| self.logger.info(f"Request metrics recorded: {method} {endpoint} {status_code} {duration}s") | |
| def monitor_task_event(event_type: str): | |
| """Decorator to monitor task event processing""" | |
| def decorator(func): | |
| def wrapper(*args, **kwargs): | |
| start_time = time.time() | |
| try: | |
| result = func(*args, **kwargs) | |
| TASK_EVENTS_PROCESSED.labels(event_type=event_type).inc() | |
| duration = time.time() - start_time | |
| logger.info(f"Task event {event_type} processed in {duration:.2f}s") | |
| return result | |
| except Exception as e: | |
| logger.error(f"Error processing task event {event_type}: {str(e)}") | |
| raise | |
| return wrapper | |
| return decorator | |
| def start_monitoring_server(port: int = 8001): | |
| """Start the Prometheus metrics server""" | |
| try: | |
| start_http_server(port) | |
| logger.info(f"Monitoring server started on port {port}") | |
| except Exception as e: | |
| logger.error(f"Failed to start monitoring server: {str(e)}") | |
| # Predefined metrics for common operations | |
| TASK_CREATED_COUNTER = Counter('tasks_created_total', 'Total tasks created') | |
| TASK_COMPLETED_COUNTER = Counter('tasks_completed_total', 'Total tasks completed') | |
| TASK_ERRORS_COUNTER = Counter('task_errors_total', 'Total task-related errors') |