forked from phoenix/litellm-mirror
router- initialize alerting
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parent
5fd3b12d34
commit
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2 changed files with 27 additions and 5 deletions
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@ -44,6 +44,7 @@ from litellm.types.router import (
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updateDeployment,
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updateDeployment,
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updateLiteLLMParams,
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updateLiteLLMParams,
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RetryPolicy,
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RetryPolicy,
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AlertingConfig,
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)
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)
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from litellm.integrations.custom_logger import CustomLogger
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from litellm.integrations.custom_logger import CustomLogger
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@ -103,6 +104,7 @@ class Router:
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] = "simple-shuffle",
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] = "simple-shuffle",
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routing_strategy_args: dict = {}, # just for latency-based routing
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routing_strategy_args: dict = {}, # just for latency-based routing
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semaphore: Optional[asyncio.Semaphore] = None,
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semaphore: Optional[asyncio.Semaphore] = None,
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alerting_config: Optional[AlertingConfig] = None,
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) -> None:
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) -> None:
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"""
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"""
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Initialize the Router class with the given parameters for caching, reliability, and routing strategy.
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Initialize the Router class with the given parameters for caching, reliability, and routing strategy.
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@ -131,7 +133,7 @@ class Router:
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cooldown_time (float): Time to cooldown a deployment after failure in seconds. Defaults to 1.
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cooldown_time (float): Time to cooldown a deployment after failure in seconds. Defaults to 1.
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routing_strategy (Literal["simple-shuffle", "least-busy", "usage-based-routing", "latency-based-routing", "cost-based-routing"]): Routing strategy. Defaults to "simple-shuffle".
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routing_strategy (Literal["simple-shuffle", "least-busy", "usage-based-routing", "latency-based-routing", "cost-based-routing"]): Routing strategy. Defaults to "simple-shuffle".
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routing_strategy_args (dict): Additional args for latency-based routing. Defaults to {}.
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routing_strategy_args (dict): Additional args for latency-based routing. Defaults to {}.
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alerting_config (AlertingConfig): Slack alerting configuration. Defaults to None.
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Returns:
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Returns:
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Router: An instance of the litellm.Router class.
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Router: An instance of the litellm.Router class.
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@ -316,6 +318,9 @@ class Router:
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self.model_group_retry_policy: Optional[Dict[str, RetryPolicy]] = (
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self.model_group_retry_policy: Optional[Dict[str, RetryPolicy]] = (
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model_group_retry_policy
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model_group_retry_policy
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)
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)
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self.alerting_config: Optional[AlertingConfig] = alerting_config
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if self.alerting_config is not None:
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self._initialize_alerting()
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def routing_strategy_init(self, routing_strategy: str, routing_strategy_args: dict):
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def routing_strategy_init(self, routing_strategy: str, routing_strategy_args: dict):
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if routing_strategy == "least-busy":
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if routing_strategy == "least-busy":
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@ -3320,6 +3325,23 @@ class Router:
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):
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):
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return retry_policy.ContentPolicyViolationErrorRetries
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return retry_policy.ContentPolicyViolationErrorRetries
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def _initialize_alerting(self):
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from litellm.integrations.slack_alerting import SlackAlerting
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router_alerting_config: AlertingConfig = self.alerting_config
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_slack_alerting_logger = SlackAlerting(
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alerting_threshold=router_alerting_config.alerting_threshold,
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alerting=["slack"],
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default_webhook_url=router_alerting_config.webhook_url,
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)
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litellm.callbacks.append(_slack_alerting_logger)
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litellm.success_callback.append(
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_slack_alerting_logger.response_taking_too_long_callback
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)
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print("\033[94m\nInitialized Alerting for litellm.Router\033[0m\n") # noqa
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def flush_cache(self):
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def flush_cache(self):
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litellm.cache = None
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litellm.cache = None
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self.cache.flush_cache()
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self.cache.flush_cache()
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@ -348,7 +348,7 @@ class RetryPolicy(BaseModel):
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InternalServerErrorRetries: Optional[int] = None
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InternalServerErrorRetries: Optional[int] = None
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class RouterAlerting(BaseModel):
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class AlertingConfig(BaseModel):
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"""
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"""
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Use this configure alerting for the router. Receive alerts on the following events
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Use this configure alerting for the router. Receive alerts on the following events
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- LLM API Exceptions
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- LLM API Exceptions
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@ -356,9 +356,9 @@ class RouterAlerting(BaseModel):
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- LLM Requests Hanging
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- LLM Requests Hanging
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Args:
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Args:
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webhook_url: Optional[str] = None - webhook url for alerting
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webhook_url: str - webhook url for alerting, slack provides a webhook url to send alerts to
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alerting_threshold: Optional[float] = None - threhshold for slow / hanging llm responses (in seconds)
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alerting_threshold: Optional[float] = None - threhshold for slow / hanging llm responses (in seconds)
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"""
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"""
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webhook_url: Optional[str] = None
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webhook_url: str
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alerting_threshold: Optional[float] = None
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alerting_threshold: Optional[float] = 300
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