(test) proxy + router: add bursty load test
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litellm/proxy/tests/bursty_load_test_completion.py
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52
litellm/proxy/tests/bursty_load_test_completion.py
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import time, asyncio
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from openai import AsyncOpenAI
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import uuid
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import traceback
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litellm_client = AsyncOpenAI(
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api_key="test",
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base_url="http://0.0.0.0:8000"
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)
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async def litellm_completion():
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# Your existing code for litellm_completion goes here
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try:
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response = await litellm_client.chat.completions.create(
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model="gpt-3.5-turbo",
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messages=[{"role": "user", "content": f"This is a test: {uuid.uuid4()}"*180}], # this is about 4k tokens per request
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)
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print(response)
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return response
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except Exception as e:
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# If there's an exception, log the error message
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with open("error_log.txt", "a") as error_log:
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error_log.write(f"Error during completion: {str(e)}\n")
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pass
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async def main():
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start = time.time()
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n = 60 # Send 60 concurrent requests, each with 4k tokens = 240k Tokens
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tasks = [litellm_completion() for _ in range(n)]
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chat_completions = await asyncio.gather(*tasks)
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successful_completions = [c for c in chat_completions if c is not None]
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# Write errors to error_log.txt
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with open("error_log.txt", "a") as error_log:
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for completion in chat_completions:
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if isinstance(completion, str):
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error_log.write(completion + "\n")
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print(n, time.time() - start, len(successful_completions))
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if __name__ == "__main__":
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# Blank out contents of error_log.txt
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open("error_log.txt", "w").close()
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asyncio.run(main())
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