From a39cac313ca663ee4e61770c1cea0fdc5d4b23ea Mon Sep 17 00:00:00 2001 From: Ishaan Jaff Date: Wed, 1 Jan 2025 07:12:51 -0800 Subject: [PATCH] (Feat) - Add PagerDuty Alerting Integration (#7478) * define basic types * fix verbose_logger.exception statement * fix basic alerting * test pager duty alerting * test_pagerduty_alerting_high_failure_rate * PagerDutyAlerting * async_log_failure_event * use pre_call_hook * add _request_is_completed helper util * update AlertingConfig * rename PagerDutyInternalEvent * _send_alert_if_thresholds_crossed * use pagerduty as _custom_logger_compatible_callbacks_literal * fix slack alerting imports * fix imports in slack alerting * PagerDutyAlerting * fix _load_alerting_settings * test_pagerduty_hanging_request_alerting * working pager duty alerting * fix linting * doc pager duty alerting * update hanging_response_handler * fix import location * update failure_threshold * update async_pre_call_hook * docs pagerduty * test - callback_class_str_to_classType * fix linting errors * fix linting + testing error * PagerDutyAlerting * test_pagerduty_hanging_request_alerting * fix unused imports * docs pager duty * @pytest.mark.flaky(retries=6, delay=2) * test_model_info_bedrock_converse_enforcement --- docs/my-website/docs/proxy/config_settings.md | 1 + docs/my-website/docs/proxy/pagerduty.md | 106 ++++++ docs/my-website/img/pagerduty_fail.png | Bin 0 -> 215010 bytes docs/my-website/img/pagerduty_hanging.png | Bin 0 -> 224339 bytes docs/my-website/sidebars.js | 8 +- litellm/__init__.py | 1 + .../SlackAlerting/slack_alerting.py | 46 ++- litellm/integrations/SlackAlerting/utils.py | 10 +- litellm/integrations/pagerduty/pagerduty.py | 303 ++++++++++++++++++ litellm/litellm_core_utils/litellm_logging.py | 19 +- litellm/proxy/proxy_config.yaml | 14 +- litellm/proxy/proxy_server.py | 50 ++- litellm/types/integrations/pagerduty.py | 62 ++++ .../test_pagerduty_alerting.py | 96 ++++++ .../test_unit_tests_init_callbacks.py | 3 + 15 files changed, 691 insertions(+), 28 deletions(-) create mode 100644 docs/my-website/docs/proxy/pagerduty.md create mode 100644 docs/my-website/img/pagerduty_fail.png create mode 100644 docs/my-website/img/pagerduty_hanging.png create mode 100644 litellm/integrations/pagerduty/pagerduty.py create mode 100644 litellm/types/integrations/pagerduty.py create mode 100644 tests/logging_callback_tests/test_pagerduty_alerting.py diff --git a/docs/my-website/docs/proxy/config_settings.md b/docs/my-website/docs/proxy/config_settings.md index ea5d104a71..4c54aebc66 100644 --- a/docs/my-website/docs/proxy/config_settings.md +++ b/docs/my-website/docs/proxy/config_settings.md @@ -452,6 +452,7 @@ router_settings: | OTEL_HEADERS | Headers for OpenTelemetry requests | OTEL_SERVICE_NAME | Service name identifier for OpenTelemetry | OTEL_TRACER_NAME | Tracer name for OpenTelemetry tracing +| PAGERDUTY_API_KEY | API key for PagerDuty Alerting | POD_NAME | Pod name for the server, this will be [emitted to `datadog` logs](https://docs.litellm.ai/docs/proxy/logging#datadog) as `POD_NAME` | PREDIBASE_API_BASE | Base URL for Predibase API | PRESIDIO_ANALYZER_API_BASE | Base URL for Presidio Analyzer service diff --git a/docs/my-website/docs/proxy/pagerduty.md b/docs/my-website/docs/proxy/pagerduty.md new file mode 100644 index 0000000000..70686deebd --- /dev/null +++ b/docs/my-website/docs/proxy/pagerduty.md @@ -0,0 +1,106 @@ +import Image from '@theme/IdealImage'; + +# PagerDuty Alerting + +:::info + +✨ PagerDuty Alerting is on LiteLLM Enterprise + +[Enterprise Pricing](https://www.litellm.ai/#pricing) + +[Get free 7-day trial key](https://www.litellm.ai/#trial) + +::: + +Handles two types of alerts: +- High LLM API Failure Rate. Configure X fails in Y seconds to trigger an alert. +- High Number of Hanging LLM Requests. Configure X hangs in Y seconds to trigger an alert. + + +## Quick Start + +1. Set `PAGERDUTY_API_KEY="d8bxxxxx"` in your environment variables. + +``` +PAGERDUTY_API_KEY="d8bxxxxx" +``` + +2. Set PagerDuty Alerting in your config file. + +```yaml +model_list: + - model_name: "openai/*" + litellm_params: + model: "openai/*" + api_key: os.environ/OPENAI_API_KEY + +general_settings: + alerting: ["pagerduty"] + alerting_args: + failure_threshold: 1 # Number of requests failing in a window + failure_threshold_window_seconds: 10 # Window in seconds + + # Requests hanging threshold + hanging_threshold_seconds: 0.0000001 # Number of seconds of waiting for a response before a request is considered hanging + hanging_threshold_window_seconds: 10 # Window in seconds +``` + + +3. Test it + + +Start LiteLLM Proxy + +```shell +litellm --config config.yaml +``` + +### LLM API Failure Alert +Try sending a bad request to proxy + +```shell +curl -i --location 'http://0.0.0.0:4000/chat/completions' \ +--header 'Content-Type: application/json' \ +--header 'Authorization: Bearer sk-1234' \ +--data ' { + "model": "gpt-4o", + "user": "hi", + "messages": [ + { + "role": "user", + "bad_param": "i like coffee" + } + ] + } +' +``` + + + +### LLM Hanging Alert + +Try sending a hanging request to proxy + +Since our hanging threshold is 0.0000001 seconds, you should see an alert. + +```shell +curl -i --location 'http://0.0.0.0:4000/chat/completions' \ +--header 'Content-Type: application/json' \ +--header 'Authorization: Bearer sk-1234' \ +--data ' { + "model": "gpt-4o", + "user": "hi", + "messages": [ + { + "role": "user", + "content": "i like coffee" + } + ] + } +' +``` + + + + + diff --git a/docs/my-website/img/pagerduty_fail.png b/docs/my-website/img/pagerduty_fail.png new 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a/docs/my-website/sidebars.js +++ b/docs/my-website/sidebars.js @@ -118,7 +118,13 @@ const sidebars = { { type: "category", label: "Logging, Alerting, Metrics", - items: ["proxy/logging", "proxy/logging_spec", "proxy/team_logging","proxy/alerting", "proxy/prometheus"], + items: [ + "proxy/logging", + "proxy/logging_spec", + "proxy/team_logging", + "proxy/prometheus", + "proxy/alerting", + "proxy/pagerduty"], }, { type: "category", diff --git a/litellm/__init__.py b/litellm/__init__.py index 59af448855..1e2c1c4e75 100644 --- a/litellm/__init__.py +++ b/litellm/__init__.py @@ -74,6 +74,7 @@ _custom_logger_compatible_callbacks_literal = Literal[ "argilla", "mlflow", "langfuse", + "pagerduty", "humanloop", ] logged_real_time_event_types: Optional[Union[List[str], Literal["*"]]] = None diff --git a/litellm/integrations/SlackAlerting/slack_alerting.py b/litellm/integrations/SlackAlerting/slack_alerting.py index 3c71332de7..526610f0af 100644 --- a/litellm/integrations/SlackAlerting/slack_alerting.py +++ b/litellm/integrations/SlackAlerting/slack_alerting.py @@ -6,7 +6,7 @@ import os import random import time from datetime import timedelta -from typing import Any, Dict, List, Literal, Optional, Union +from typing import TYPE_CHECKING, Any, Dict, List, Literal, Optional, Union from openai import APIError @@ -25,13 +25,19 @@ from litellm.llms.custom_httpx.http_handler import ( httpxSpecialProvider, ) from litellm.proxy._types import AlertType, CallInfo, VirtualKeyEvent, WebhookEvent -from litellm.router import Router from litellm.types.integrations.slack_alerting import * from ..email_templates.templates import * from .batching_handler import send_to_webhook, squash_payloads from .utils import _add_langfuse_trace_id_to_alert, process_slack_alerting_variables +if TYPE_CHECKING: + from litellm.router import Router as _Router + + Router = _Router +else: + Router = Any + class SlackAlerting(CustomBatchLogger): """ @@ -465,18 +471,10 @@ class SlackAlerting(CustomBatchLogger): self.alerting_threshold ) # Set it to 5 minutes - i'd imagine this might be different for streaming, non-streaming, non-completion (embedding + img) requests alerting_metadata: dict = {} - if ( - request_data is not None - and request_data.get("litellm_status", "") != "success" - and request_data.get("litellm_status", "") != "fail" - ): - ## CHECK IF CACHE IS UPDATED - litellm_call_id = request_data.get("litellm_call_id", "") - status: Optional[str] = await self.internal_usage_cache.async_get_cache( - key="request_status:{}".format(litellm_call_id), local_only=True - ) - if status is not None and (status == "success" or status == "fail"): - return + if await self._request_is_completed(request_data=request_data) is True: + return + + if request_data is not None: if request_data.get("deployment", None) is not None and isinstance( request_data["deployment"], dict ): @@ -1753,3 +1751,23 @@ Model Info: ) return + + async def _request_is_completed(self, request_data: Optional[dict]) -> bool: + """ + Returns True if the request is completed - either as a success or failure + """ + if request_data is None: + return False + + if ( + request_data.get("litellm_status", "") != "success" + and request_data.get("litellm_status", "") != "fail" + ): + ## CHECK IF CACHE IS UPDATED + litellm_call_id = request_data.get("litellm_call_id", "") + status: Optional[str] = await self.internal_usage_cache.async_get_cache( + key="request_status:{}".format(litellm_call_id), local_only=True + ) + if status is not None and (status == "success" or status == "fail"): + return True + return False diff --git a/litellm/integrations/SlackAlerting/utils.py b/litellm/integrations/SlackAlerting/utils.py index 87e78afa90..0dc8bae5a6 100644 --- a/litellm/integrations/SlackAlerting/utils.py +++ b/litellm/integrations/SlackAlerting/utils.py @@ -3,12 +3,18 @@ Utils used for slack alerting """ import asyncio -from typing import Dict, List, Optional, Union +from typing import TYPE_CHECKING, Any, Dict, List, Optional, Union -from litellm.litellm_core_utils.litellm_logging import Logging from litellm.proxy._types import AlertType from litellm.secret_managers.main import get_secret +if TYPE_CHECKING: + from litellm.litellm_core_utils.litellm_logging import Logging as _Logging + + Logging = _Logging +else: + Logging = Any + def process_slack_alerting_variables( alert_to_webhook_url: Optional[Dict[AlertType, Union[List[str], str]]] diff --git a/litellm/integrations/pagerduty/pagerduty.py b/litellm/integrations/pagerduty/pagerduty.py new file mode 100644 index 0000000000..2eeb318c9d --- /dev/null +++ b/litellm/integrations/pagerduty/pagerduty.py @@ -0,0 +1,303 @@ +""" +PagerDuty Alerting Integration + +Handles two types of alerts: +- High LLM API Failure Rate. Configure X fails in Y seconds to trigger an alert. +- High Number of Hanging LLM Requests. Configure X hangs in Y seconds to trigger an alert. +""" + +import asyncio +import os +from datetime import datetime, timedelta, timezone +from typing import List, Literal, Optional, Union + +from litellm._logging import verbose_logger +from litellm.caching import DualCache +from litellm.integrations.SlackAlerting.slack_alerting import SlackAlerting +from litellm.llms.custom_httpx.http_handler import ( + AsyncHTTPHandler, + get_async_httpx_client, + httpxSpecialProvider, +) +from litellm.proxy._types import UserAPIKeyAuth +from litellm.types.integrations.pagerduty import ( + AlertingConfig, + PagerDutyInternalEvent, + PagerDutyPayload, + PagerDutyRequestBody, +) +from litellm.types.utils import ( + StandardLoggingPayload, + StandardLoggingPayloadErrorInformation, +) + +PAGERDUTY_DEFAULT_FAILURE_THRESHOLD = 60 +PAGERDUTY_DEFAULT_FAILURE_THRESHOLD_WINDOW_SECONDS = 60 +PAGERDUTY_DEFAULT_HANGING_THRESHOLD_SECONDS = 60 +PAGERDUTY_DEFAULT_HANGING_THRESHOLD_WINDOW_SECONDS = 600 + + +class PagerDutyAlerting(SlackAlerting): + """ + Tracks failed requests and hanging requests separately. + If threshold is crossed for either type, triggers a PagerDuty alert. + """ + + def __init__( + self, alerting_args: Optional[Union[AlertingConfig, dict]] = None, **kwargs + ): + from litellm.proxy.proxy_server import CommonProxyErrors, premium_user + + super().__init__() + _api_key = os.getenv("PAGERDUTY_API_KEY") + if not _api_key: + raise ValueError("PAGERDUTY_API_KEY is not set") + + self.api_key: str = _api_key + alerting_args = alerting_args or {} + self.alerting_args: AlertingConfig = AlertingConfig( + failure_threshold=alerting_args.get( + "failure_threshold", PAGERDUTY_DEFAULT_FAILURE_THRESHOLD + ), + failure_threshold_window_seconds=alerting_args.get( + "failure_threshold_window_seconds", + PAGERDUTY_DEFAULT_FAILURE_THRESHOLD_WINDOW_SECONDS, + ), + hanging_threshold_seconds=alerting_args.get( + "hanging_threshold_seconds", PAGERDUTY_DEFAULT_HANGING_THRESHOLD_SECONDS + ), + hanging_threshold_window_seconds=alerting_args.get( + "hanging_threshold_window_seconds", + PAGERDUTY_DEFAULT_HANGING_THRESHOLD_WINDOW_SECONDS, + ), + ) + + # Separate storage for failures vs. hangs + self._failure_events: List[PagerDutyInternalEvent] = [] + self._hanging_events: List[PagerDutyInternalEvent] = [] + + # premium user check + if premium_user is not True: + raise ValueError( + f"PagerDutyAlerting is only available for LiteLLM Enterprise users. {CommonProxyErrors.not_premium_user.value}" + ) + + # ------------------ MAIN LOGIC ------------------ # + + async def async_log_failure_event(self, kwargs, response_obj, start_time, end_time): + """ + Record a failure event. Only send an alert to PagerDuty if the + configured *failure* threshold is exceeded in the specified window. + """ + now = datetime.now(timezone.utc) + standard_logging_payload: Optional[StandardLoggingPayload] = kwargs.get( + "standard_logging_object" + ) + if not standard_logging_payload: + raise ValueError( + "standard_logging_object is required for PagerDutyAlerting" + ) + + # Extract error details + error_info: Optional[StandardLoggingPayloadErrorInformation] = ( + standard_logging_payload.get("error_information") or {} + ) + _meta = standard_logging_payload.get("metadata") or {} + + self._failure_events.append( + PagerDutyInternalEvent( + failure_event_type="failed_response", + timestamp=now, + error_class=error_info.get("error_class"), + error_code=error_info.get("error_code"), + error_llm_provider=error_info.get("llm_provider"), + user_api_key_hash=_meta.get("user_api_key_hash"), + user_api_key_alias=_meta.get("user_api_key_alias"), + user_api_key_org_id=_meta.get("user_api_key_org_id"), + user_api_key_team_id=_meta.get("user_api_key_team_id"), + user_api_key_user_id=_meta.get("user_api_key_user_id"), + user_api_key_team_alias=_meta.get("user_api_key_team_alias"), + user_api_key_end_user_id=_meta.get("user_api_key_end_user_id"), + ) + ) + + # Prune + Possibly alert + window_seconds = self.alerting_args.get("failure_threshold_window_seconds", 60) + threshold = self.alerting_args.get("failure_threshold", 1) + + # If threshold is crossed, send PD alert for failures + await self._send_alert_if_thresholds_crossed( + events=self._failure_events, + window_seconds=window_seconds, + threshold=threshold, + alert_prefix="High LLM API Failure Rate", + ) + + async def async_pre_call_hook( + self, + user_api_key_dict: UserAPIKeyAuth, + cache: DualCache, + data: dict, + call_type: Literal[ + "completion", + "text_completion", + "embeddings", + "image_generation", + "moderation", + "audio_transcription", + "pass_through_endpoint", + "rerank", + ], + ) -> Optional[Union[Exception, str, dict]]: + """ + Example of detecting hanging requests by waiting a given threshold. + If the request didn't finish by then, we treat it as 'hanging'. + """ + verbose_logger.info("Inside Proxy Logging Pre-call hook!") + asyncio.create_task( + self.hanging_response_handler( + request_data=data, user_api_key_dict=user_api_key_dict + ) + ) + return None + + async def hanging_response_handler( + self, request_data: Optional[dict], user_api_key_dict: UserAPIKeyAuth + ): + """ + Checks if request completed by the time 'hanging_threshold_seconds' elapses. + If not, we classify it as a hanging request. + """ + verbose_logger.debug( + f"Inside Hanging Response Handler!..sleeping for {self.alerting_args.get('hanging_threshold_seconds', PAGERDUTY_DEFAULT_HANGING_THRESHOLD_SECONDS)} seconds" + ) + await asyncio.sleep( + self.alerting_args.get( + "hanging_threshold_seconds", PAGERDUTY_DEFAULT_HANGING_THRESHOLD_SECONDS + ) + ) + + if await self._request_is_completed(request_data=request_data): + return # It's not hanging if completed + + # Otherwise, record it as hanging + self._hanging_events.append( + PagerDutyInternalEvent( + failure_event_type="hanging_response", + timestamp=datetime.now(timezone.utc), + error_class="HangingRequest", + error_code="HangingRequest", + error_llm_provider="HangingRequest", + user_api_key_hash=user_api_key_dict.api_key, + user_api_key_alias=user_api_key_dict.key_alias, + user_api_key_org_id=user_api_key_dict.org_id, + user_api_key_team_id=user_api_key_dict.team_id, + user_api_key_user_id=user_api_key_dict.user_id, + user_api_key_team_alias=user_api_key_dict.team_alias, + user_api_key_end_user_id=user_api_key_dict.end_user_id, + ) + ) + + # Prune + Possibly alert + window_seconds = self.alerting_args.get( + "hanging_threshold_window_seconds", + PAGERDUTY_DEFAULT_HANGING_THRESHOLD_WINDOW_SECONDS, + ) + threshold: int = self.alerting_args.get( + "hanging_threshold_fails", PAGERDUTY_DEFAULT_HANGING_THRESHOLD_SECONDS + ) + + # If threshold is crossed, send PD alert for hangs + await self._send_alert_if_thresholds_crossed( + events=self._hanging_events, + window_seconds=window_seconds, + threshold=threshold, + alert_prefix="High Number of Hanging LLM Requests", + ) + + # ------------------ HELPERS ------------------ # + + async def _send_alert_if_thresholds_crossed( + self, + events: List[PagerDutyInternalEvent], + window_seconds: int, + threshold: int, + alert_prefix: str, + ): + """ + 1. Prune old events + 2. If threshold is reached, build alert, send to PagerDuty + 3. Clear those events + """ + cutoff = datetime.now(timezone.utc) - timedelta(seconds=window_seconds) + pruned = [e for e in events if e.get("timestamp", datetime.min) > cutoff] + + # Update the reference list + events.clear() + events.extend(pruned) + + # Check threshold + verbose_logger.debug( + f"Have {len(events)} events in the last {window_seconds} seconds. Threshold is {threshold}" + ) + if len(events) >= threshold: + # Build short summary of last N events + error_summaries = self._build_error_summaries(events, max_errors=5) + alert_message = ( + f"{alert_prefix}: {len(events)} in the last {window_seconds} seconds." + ) + custom_details = {"recent_errors": error_summaries} + + await self.send_alert_to_pagerduty( + alert_message=alert_message, + custom_details=custom_details, + ) + + # Clear them after sending an alert, so we don't spam + events.clear() + + def _build_error_summaries( + self, events: List[PagerDutyInternalEvent], max_errors: int = 5 + ) -> List[PagerDutyInternalEvent]: + """ + Build short text summaries for the last `max_errors`. + Example: "ValueError (code: 500, provider: openai)" + """ + recent = events[-max_errors:] + summaries = [] + for fe in recent: + # If any of these is None, show "N/A" to avoid messing up the summary string + fe.pop("timestamp") + summaries.append(fe) + return summaries + + async def send_alert_to_pagerduty(self, alert_message: str, custom_details: dict): + """ + Send [critical] Alert to PagerDuty + + https://developer.pagerduty.com/api-reference/YXBpOjI3NDgyNjU-pager-duty-v2-events-api + """ + try: + verbose_logger.debug(f"Sending alert to PagerDuty: {alert_message}") + async_client: AsyncHTTPHandler = get_async_httpx_client( + llm_provider=httpxSpecialProvider.LoggingCallback + ) + payload: PagerDutyRequestBody = PagerDutyRequestBody( + payload=PagerDutyPayload( + summary=alert_message, + severity="critical", + source="LiteLLM Alert", + component="LiteLLM", + custom_details=custom_details, + ), + routing_key=self.api_key, + event_action="trigger", + ) + + return await async_client.post( + url="https://events.pagerduty.com/v2/enqueue", + json=dict(payload), + headers={"Content-Type": "application/json"}, + ) + except Exception as e: + verbose_logger.exception(f"Error sending alert to PagerDuty: {e}") diff --git a/litellm/litellm_core_utils/litellm_logging.py b/litellm/litellm_core_utils/litellm_logging.py index 9753078fed..97b8799284 100644 --- a/litellm/litellm_core_utils/litellm_logging.py +++ b/litellm/litellm_core_utils/litellm_logging.py @@ -30,6 +30,7 @@ from litellm.cost_calculator import _select_model_name_for_cost_calc from litellm.integrations.custom_guardrail import CustomGuardrail from litellm.integrations.custom_logger import CustomLogger from litellm.integrations.mlflow import MlflowLogger +from litellm.integrations.pagerduty.pagerduty import PagerDutyAlerting from litellm.litellm_core_utils.redact_messages import ( redact_message_input_output_from_custom_logger, redact_message_input_output_from_logging, @@ -1992,7 +1993,7 @@ class Logging(LiteLLMLoggingBaseClass): ) except Exception as e: verbose_logger.exception( - "LiteLLM.LoggingError: [Non-Blocking] Exception occurred while success \ + "LiteLLM.LoggingError: [Non-Blocking] Exception occurred while failure \ logging {}\nCallback={}".format( str(e), callback ) @@ -2163,7 +2164,12 @@ def _init_custom_logger_compatible_class( # noqa: PLR0915 llm_router: Optional[ Any ], # expect litellm.Router, but typing errors due to circular import + custom_logger_init_args: Optional[dict] = {}, ) -> Optional[CustomLogger]: + """ + Initialize a custom logger compatible class + """ + custom_logger_init_args = custom_logger_init_args or {} if logging_integration == "lago": for callback in _in_memory_loggers: if isinstance(callback, LagoLogger): @@ -2386,6 +2392,13 @@ def _init_custom_logger_compatible_class( # noqa: PLR0915 langfuse_logger = LangfusePromptManagement() _in_memory_loggers.append(langfuse_logger) return langfuse_logger # type: ignore + elif logging_integration == "pagerduty": + for callback in _in_memory_loggers: + if isinstance(callback, PagerDutyAlerting): + return callback + pagerduty_logger = PagerDutyAlerting(**custom_logger_init_args) + _in_memory_loggers.append(pagerduty_logger) + return pagerduty_logger # type: ignore elif logging_integration == "humanloop": for callback in _in_memory_loggers: if isinstance(callback, HumanloopLogger): @@ -2509,6 +2522,10 @@ def get_custom_logger_compatible_class( # noqa: PLR0915 for callback in _in_memory_loggers: if isinstance(callback, MlflowLogger): return callback + elif logging_integration == "pagerduty": + for callback in _in_memory_loggers: + if isinstance(callback, PagerDutyAlerting): + return callback return None diff --git a/litellm/proxy/proxy_config.yaml b/litellm/proxy/proxy_config.yaml index 74d2523acd..9f970364b5 100644 --- a/litellm/proxy/proxy_config.yaml +++ b/litellm/proxy/proxy_config.yaml @@ -11,9 +11,21 @@ litellm_settings: callbacks: ["datadog"] +general_settings: + alerting: ["pagerduty"] + alerting_args: + failure_threshold: 4 # Number of requests failing in a window + failure_threshold_window_seconds: 10 # Window in seconds + + # Requests hanging threshold + hanging_threshold_seconds: 0.0000001 # Number of seconds of waiting for a response before a request is considered hanging + hanging_threshold_window_seconds: 10 # Window in seconds + + # For /fine_tuning/jobs endpoints finetune_settings: - custom_llm_provider: "vertex_ai" vertex_project: "adroit-crow-413218" vertex_location: "us-central1" - vertex_credentials: "/Users/ishaanjaffer/Downloads/adroit-crow-413218-a956eef1a2a8.json" \ No newline at end of file + vertex_credentials: "/Users/ishaanjaffer/Downloads/adroit-crow-413218-a956eef1a2a8.json" + diff --git a/litellm/proxy/proxy_server.py b/litellm/proxy/proxy_server.py index ad8408001b..d0d6621cca 100644 --- a/litellm/proxy/proxy_server.py +++ b/litellm/proxy/proxy_server.py @@ -1939,15 +1939,7 @@ class ProxyConfig: use_azure_key_vault = general_settings.get("use_azure_key_vault", False) load_from_azure_key_vault(use_azure_key_vault=use_azure_key_vault) ### ALERTING ### - - proxy_logging_obj.update_values( - alerting=general_settings.get("alerting", None), - alerting_threshold=general_settings.get("alerting_threshold", 600), - alert_types=general_settings.get("alert_types", None), - alert_to_webhook_url=general_settings.get("alert_to_webhook_url", None), - alerting_args=general_settings.get("alerting_args", None), - redis_cache=redis_usage_cache, - ) + self._load_alerting_settings(general_settings=general_settings) ### CONNECT TO DATABASE ### database_url = general_settings.get("database_url", None) if database_url and database_url.startswith("os.environ/"): @@ -2135,6 +2127,46 @@ class ProxyConfig: ) return router, router.get_model_list(), general_settings + def _load_alerting_settings(self, general_settings: dict): + """ + Initialize alerting settings + """ + from litellm.litellm_core_utils.litellm_logging import ( + _init_custom_logger_compatible_class, + ) + + _alerting_callbacks = general_settings.get("alerting", None) + verbose_proxy_logger.debug(f"_alerting_callbacks: {general_settings}") + if _alerting_callbacks is None: + return + for _alert in _alerting_callbacks: + if _alert == "slack": + # [OLD] v0 implementation + proxy_logging_obj.update_values( + alerting=general_settings.get("alerting", None), + alerting_threshold=general_settings.get("alerting_threshold", 600), + alert_types=general_settings.get("alert_types", None), + alert_to_webhook_url=general_settings.get( + "alert_to_webhook_url", None + ), + alerting_args=general_settings.get("alerting_args", None), + redis_cache=redis_usage_cache, + ) + else: + # [NEW] v1 implementation - init as a custom logger + if _alert in litellm._known_custom_logger_compatible_callbacks: + _logger = _init_custom_logger_compatible_class( + logging_integration=_alert, + internal_usage_cache=None, + llm_router=None, + custom_logger_init_args={ + "alerting_args": general_settings.get("alerting_args", None) + }, + ) + if _logger is not None: + litellm.callbacks.append(_logger) + pass + def get_model_info_with_id(self, model, db_model=False) -> RouterModelInfo: """ Common logic across add + delete router models diff --git a/litellm/types/integrations/pagerduty.py b/litellm/types/integrations/pagerduty.py new file mode 100644 index 0000000000..22fd16654a --- /dev/null +++ b/litellm/types/integrations/pagerduty.py @@ -0,0 +1,62 @@ +from datetime import datetime +from typing import List, Literal, Optional, TypedDict, Union + +from litellm.types.utils import StandardLoggingUserAPIKeyMetadata + + +class LinkDict(TypedDict, total=False): + href: str + text: Optional[str] + + +class ImageDict(TypedDict, total=False): + src: str + href: Optional[str] + alt: Optional[str] + + +class PagerDutyPayload(TypedDict, total=False): + summary: str + timestamp: Optional[str] # ISO 8601 date-time format + severity: Literal["critical", "warning", "error", "info"] + source: str + component: Optional[str] + group: Optional[str] + class_: Optional[str] # Using class_ since 'class' is a reserved keyword + custom_details: Optional[dict] + + +class PagerDutyRequestBody(TypedDict, total=False): + payload: PagerDutyPayload + routing_key: str + event_action: Literal["trigger", "acknowledge", "resolve"] + dedup_key: Optional[str] + client: Optional[str] + client_url: Optional[str] + links: Optional[List[LinkDict]] + images: Optional[List[ImageDict]] + + +class AlertingConfig(TypedDict, total=False): + """ + Config for alerting thresholds + """ + + # Requests failing threshold + failure_threshold: int # Number of requests failing in a window + failure_threshold_window_seconds: int # Window in seconds + + # Requests hanging threshold + hanging_threshold_seconds: float # Number of seconds of waiting for a response before a request is considered hanging + hanging_threshold_fails: int # Number of requests hanging in a window + hanging_threshold_window_seconds: int # Window in seconds + + +class PagerDutyInternalEvent(StandardLoggingUserAPIKeyMetadata, total=False): + """Simple structure to hold timestamp and error info.""" + + failure_event_type: Literal["failed_response", "hanging_response"] + timestamp: datetime + error_class: Optional[str] + error_code: Optional[str] + error_llm_provider: Optional[str] diff --git a/tests/logging_callback_tests/test_pagerduty_alerting.py b/tests/logging_callback_tests/test_pagerduty_alerting.py new file mode 100644 index 0000000000..00e427d01d --- /dev/null +++ b/tests/logging_callback_tests/test_pagerduty_alerting.py @@ -0,0 +1,96 @@ +import asyncio +import os +import random +import sys +from datetime import datetime, timedelta +from typing import Optional + +sys.path.insert(0, os.path.abspath("../..")) +import pytest +import litellm +from litellm.integrations.pagerduty.pagerduty import PagerDutyAlerting, AlertingConfig +from litellm.proxy._types import UserAPIKeyAuth + + +@pytest.mark.asyncio +async def test_pagerduty_alerting(): + pagerduty = PagerDutyAlerting( + alerting_args=AlertingConfig( + failure_threshold=1, failure_threshold_window_seconds=10 + ) + ) + litellm.callbacks = [pagerduty] + + try: + await litellm.acompletion( + model="gpt-3.5-turbo", + messages=[{"role": "user", "content": "hi"}], + mock_response="litellm.RateLimitError", + ) + except litellm.RateLimitError: + pass + + await asyncio.sleep(2) + + +@pytest.mark.asyncio +async def test_pagerduty_alerting_high_failure_rate(): + pagerduty = PagerDutyAlerting( + alerting_args=AlertingConfig( + failure_threshold=3, failure_threshold_window_seconds=600 + ) + ) + litellm.callbacks = [pagerduty] + + try: + await litellm.acompletion( + model="gpt-3.5-turbo", + messages=[{"role": "user", "content": "hi"}], + mock_response="litellm.RateLimitError", + ) + except litellm.RateLimitError: + pass + + await asyncio.sleep(2) + + # make 3 more fails + for _ in range(3): + try: + await litellm.acompletion( + model="gpt-3.5-turbo", + messages=[{"role": "user", "content": "hi"}], + mock_response="litellm.RateLimitError", + ) + except litellm.RateLimitError: + pass + + await asyncio.sleep(2) + + +@pytest.mark.asyncio +async def test_pagerduty_hanging_request_alerting(): + pagerduty = PagerDutyAlerting( + alerting_args=AlertingConfig(hanging_threshold_seconds=0.0000001) + ) + litellm.callbacks = [pagerduty] + + await pagerduty.async_pre_call_hook( + cache=None, + user_api_key_dict=UserAPIKeyAuth( + api_key="test", + key_alias="test-pagerduty", + team_alias="test-team", + org_id="test-org", + user_id="test-user", + end_user_id="test-end-user", + ), + data={"model": "gpt-4o", "messages": [{"role": "user", "content": "hi"}]}, + call_type="completion", + ) + + await litellm.acompletion( + model="gpt-4o", + messages=[{"role": "user", "content": "hi"}], + ) + + await asyncio.sleep(1) diff --git a/tests/logging_callback_tests/test_unit_tests_init_callbacks.py b/tests/logging_callback_tests/test_unit_tests_init_callbacks.py index 453c4b58ab..f5728b95b2 100644 --- a/tests/logging_callback_tests/test_unit_tests_init_callbacks.py +++ b/tests/logging_callback_tests/test_unit_tests_init_callbacks.py @@ -20,6 +20,7 @@ from prometheus_client import REGISTRY, CollectorRegistry from litellm.integrations.lago import LagoLogger from litellm.integrations.openmeter import OpenMeterLogger from litellm.integrations.braintrust_logging import BraintrustLogger +from litellm.integrations.pagerduty.pagerduty import PagerDutyAlerting from litellm.integrations.galileo import GalileoObserve from litellm.integrations.langsmith import LangsmithLogger from litellm.integrations.literal_ai import LiteralAILogger @@ -68,6 +69,7 @@ callback_class_str_to_classType = { "mlflow": MlflowLogger, "langfuse": LangfusePromptManagement, "otel": OpenTelemetry, + "pagerduty": PagerDutyAlerting, } expected_env_vars = { @@ -87,6 +89,7 @@ expected_env_vars = { "ARIZE_SPACE_KEY": "arize_space_key", "ARIZE_API_KEY": "arize_api_key", "ARGILLA_API_KEY": "argilla_api_key", + "PAGERDUTY_API_KEY": "pagerduty_api_key", }