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Merge pull request #1601 from BerriAI/litellm_improve_slack_alertign
[Feat] Proxy - Improve Slack Alerting
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commit
45ca7343d0
4 changed files with 50 additions and 10 deletions
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@ -97,7 +97,7 @@ class ProxyLogging:
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3. /image/generation
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"""
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### ALERTING ###
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asyncio.create_task(self.response_taking_too_long())
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asyncio.create_task(self.response_taking_too_long(request_data=data))
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try:
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for callback in litellm.callbacks:
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@ -137,24 +137,47 @@ class ProxyLogging:
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start_time: Optional[float] = None,
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end_time: Optional[float] = None,
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type: Literal["hanging_request", "slow_response"] = "hanging_request",
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request_data: Optional[dict] = None,
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):
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if request_data is not None:
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model = request_data.get("model", "")
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messages = request_data.get("messages", "")
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# try casting messages to str and get the first 100 characters, else mark as None
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try:
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messages = str(messages)
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messages = messages[:10000]
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except:
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messages = None
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request_info = f"\nRequest Model: {model}\nMessages: {messages}"
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else:
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request_info = ""
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if type == "hanging_request":
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# Simulate a long-running operation that could take more than 5 minutes
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await asyncio.sleep(
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self.alerting_threshold
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) # Set it to 5 minutes - i'd imagine this might be different for streaming, non-streaming, non-completion (embedding + img) requests
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await self.alerting_handler(
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message=f"Requests are hanging - {self.alerting_threshold}s+ request time",
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level="Medium",
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)
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if (
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request_data is not None
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and request_data.get("litellm_status", "") != "success"
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):
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# only alert hanging responses if they have not been marked as success
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alerting_message = (
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f"Requests are hanging - {self.alerting_threshold}s+ request time"
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)
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await self.alerting_handler(
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message=alerting_message + request_info,
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level="Medium",
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)
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elif (
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type == "slow_response" and start_time is not None and end_time is not None
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):
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slow_message = f"Responses are slow - {round(end_time-start_time,2)}s response time > Alerting threshold: {self.alerting_threshold}s"
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if end_time - start_time > self.alerting_threshold:
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await self.alerting_handler(
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message=f"Responses are slow - {round(end_time-start_time,2)}s response time",
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message=slow_message + request_info,
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level="Low",
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)
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@ -173,7 +196,13 @@ class ProxyLogging:
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level: str - Low|Medium|High - if calls might fail (Medium) or are failing (High); Currently, no alerts would be 'Low'.
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message: str - what is the alert about
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"""
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formatted_message = f"Level: {level}\n\nMessage: {message}"
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from datetime import datetime
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# Get the current timestamp
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current_time = datetime.now().strftime("%H:%M:%S")
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formatted_message = (
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f"Level: {level}\nTimestamp: {current_time}\n\nMessage: {message}"
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)
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if self.alerting is None:
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return
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@ -184,7 +213,9 @@ class ProxyLogging:
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raise Exception("Missing SLACK_WEBHOOK_URL from environment")
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payload = {"text": formatted_message}
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headers = {"Content-type": "application/json"}
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async with aiohttp.ClientSession() as session:
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async with aiohttp.ClientSession(
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connector=aiohttp.TCPConnector(ssl=False)
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) as session:
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async with session.post(
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slack_webhook_url, json=payload, headers=headers
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) as response:
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