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Circuit breaker changes using pybreaker#705
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,194 @@ | ||
| """ | ||
| Circuit breaker implementation for telemetry requests. | ||
| This module provides circuit breaker functionality to prevent telemetry failures | ||
| from impacting the main SQL operations. It uses pybreaker library to implement | ||
| the circuit breaker pattern with configurable thresholds and timeouts. | ||
| """ | ||
| import logging | ||
| import threading | ||
| from typing import Dict, Optional, Any | ||
| from dataclasses import dataclass | ||
| import pybreaker | ||
| from pybreaker import CircuitBreaker, CircuitBreakerError, CircuitBreakerListener | ||
| from databricks.sql.exc import TelemetryRateLimitError | ||
| logger = logging.getLogger(__name__) | ||
| # Circuit Breaker Configuration Constants | ||
| DEFAULT_MINIMUM_CALLS = 20 | ||
| DEFAULT_RESET_TIMEOUT = 30 | ||
| DEFAULT_NAME = "telemetry-circuit-breaker" | ||
| # Circuit Breaker State Constants (used in logging) | ||
| CIRCUIT_BREAKER_STATE_OPEN = "open" | ||
| CIRCUIT_BREAKER_STATE_CLOSED = "closed" | ||
| CIRCUIT_BREAKER_STATE_HALF_OPEN = "half-open" | ||
| # Logging Message Constants | ||
| LOG_CIRCUIT_BREAKER_STATE_CHANGED = "Circuit breaker state changed from %s to %s for %s" | ||
| LOG_CIRCUIT_BREAKER_OPENED = ( | ||
| "Circuit breaker opened for %s - telemetry requests will be blocked" | ||
| ) | ||
| LOG_CIRCUIT_BREAKER_CLOSED = ( | ||
| "Circuit breaker closed for %s - telemetry requests will be allowed" | ||
| ) | ||
| LOG_CIRCUIT_BREAKER_HALF_OPEN = ( | ||
| "Circuit breaker half-open for %s - testing telemetry requests" | ||
| ) | ||
| class CircuitBreakerStateListener(CircuitBreakerListener): | ||
Author There was a problem hiding this comment. Choose a reason for hiding this commentThe reason will be displayed to describe this comment to others.Learn more. Only used for logging purposed for now | ||
| """Listener for circuit breaker state changes.""" | ||
| def before_call(self, cb: CircuitBreaker, func, *args, **kwargs) -> None: | ||
| """Called before the circuit breaker calls a function.""" | ||
| pass | ||
| def failure(self, cb: CircuitBreaker, exc: BaseException) -> None: | ||
| """Called when a function called by the circuit breaker fails.""" | ||
| pass | ||
| def success(self, cb: CircuitBreaker) -> None: | ||
| """Called when a function called by the circuit breaker succeeds.""" | ||
| pass | ||
| def state_change(self, cb: CircuitBreaker, old_state, new_state) -> None: | ||
| """Called when the circuit breaker state changes.""" | ||
| old_state_name = old_state.name if old_state else "None" | ||
| new_state_name = new_state.name if new_state else "None" | ||
| logger.info( | ||
| LOG_CIRCUIT_BREAKER_STATE_CHANGED, old_state_name, new_state_name, cb.name | ||
| ) | ||
| if new_state_name == CIRCUIT_BREAKER_STATE_OPEN: | ||
| logger.warning(LOG_CIRCUIT_BREAKER_OPENED, cb.name) | ||
| elif new_state_name == CIRCUIT_BREAKER_STATE_CLOSED: | ||
| logger.info(LOG_CIRCUIT_BREAKER_CLOSED, cb.name) | ||
| elif new_state_name == CIRCUIT_BREAKER_STATE_HALF_OPEN: | ||
| logger.info(LOG_CIRCUIT_BREAKER_HALF_OPEN, cb.name) | ||
| @dataclass(frozen=True) | ||
| class CircuitBreakerConfig: | ||
| """Configuration for circuit breaker behavior. | ||
| This class is immutable to prevent modification of circuit breaker settings. | ||
| All configuration values are set to constants defined at the module level. | ||
| """ | ||
| # Minimum number of calls before circuit can open | ||
| minimum_calls: int = DEFAULT_MINIMUM_CALLS | ||
| # Time to wait before trying to close circuit (in seconds) | ||
| reset_timeout: int = DEFAULT_RESET_TIMEOUT | ||
| # Name for the circuit breaker (for logging) | ||
| name: str = DEFAULT_NAME | ||
| class CircuitBreakerManager: | ||
| """ | ||
| Manages circuit breaker instances for telemetry requests. | ||
| This class provides a singleton pattern to manage circuit breaker instances | ||
| per host, ensuring that telemetry failures don't impact main SQL operations. | ||
| """ | ||
| _instances: Dict[str, CircuitBreaker] = {} | ||
| _lock = threading.RLock() | ||
| _config: Optional[CircuitBreakerConfig] = None | ||
| @classmethod | ||
| def initialize(cls, config: CircuitBreakerConfig) -> None: | ||
| """ | ||
| Initialize the circuit breaker manager with configuration. | ||
| Args: | ||
| config: Circuit breaker configuration | ||
| """ | ||
| with cls._lock: | ||
| cls._config = config | ||
| logger.debug("CircuitBreakerManager initialized with config: %s", config) | ||
| @classmethod | ||
| def get_circuit_breaker(cls, host: str) -> CircuitBreaker: | ||
| """ | ||
| Get or create a circuit breaker instance for the specified host. | ||
| Args: | ||
| host: The hostname for which to get the circuit breaker | ||
| Returns: | ||
| CircuitBreaker instance for the host | ||
| """ | ||
| if not cls._config: | ||
| # Return a no-op circuit breaker if not initialized | ||
| return cls._create_noop_circuit_breaker() | ||
| with cls._lock: | ||
| if host not in cls._instances: | ||
| cls._instances[host] = cls._create_circuit_breaker(host) | ||
| logger.debug("Created circuit breaker for host: %s", host) | ||
| return cls._instances[host] | ||
| @classmethod | ||
| def _create_circuit_breaker(cls, host: str) -> CircuitBreaker: | ||
| """ | ||
| Create a new circuit breaker instance for the specified host. | ||
| Args: | ||
| host: The hostname for the circuit breaker | ||
| Returns: | ||
| New CircuitBreaker instance | ||
| """ | ||
| config = cls._config | ||
| if config is None: | ||
| raise RuntimeError("CircuitBreakerManager not initialized") | ||
| # Create circuit breaker with configuration | ||
| breaker = CircuitBreaker( | ||
| fail_max=config.minimum_calls, # Number of failures before circuit opens | ||
| reset_timeout=config.reset_timeout, | ||
| name=f"{config.name}-{host}", | ||
| ) | ||
| # Add state change listeners for logging | ||
| breaker.add_listener(CircuitBreakerStateListener()) | ||
| return breaker | ||
| @classmethod | ||
| def _create_noop_circuit_breaker(cls) -> CircuitBreaker: | ||
| """ | ||
| Create a no-op circuit breaker that always allows calls. | ||
| Returns: | ||
| CircuitBreaker that never opens | ||
| """ | ||
| # Create a circuit breaker with very high thresholds so it never opens | ||
| breaker = CircuitBreaker( | ||
| fail_max=1000000, # Very high threshold | ||
| reset_timeout=1, # Short reset time | ||
| name="noop-circuit-breaker", | ||
| ) | ||
| return breaker | ||
| def is_circuit_breaker_error(exception: Exception) -> bool: | ||
| """ | ||
| Check if an exception is a circuit breaker error. | ||
| Args: | ||
| exception: The exception to check | ||
| Returns: | ||
| True if the exception is a circuit breaker error | ||
| """ | ||
| return isinstance(exception, CircuitBreakerError) | ||
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