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(fix) add some better load testing
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6 changed files with 270 additions and 14 deletions
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# Use the official Python image as the base image
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FROM python:3.9-slim
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# Set the working directory in the container
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WORKDIR /app
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# Copy the Python requirements file
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COPY requirements.txt .
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# Install the Python dependencies
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RUN pip install --no-cache-dir -r requirements.txt
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# Copy the application code
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COPY . .
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# Expose the port the app will run on
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EXPOSE 8090
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# Start the application
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CMD ["uvicorn", "main:app", "--host", "0.0.0.0", "--port", "8090"]
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59
litellm/proxy/proxy_load_test/litellm_router_proxy/main.py
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59
litellm/proxy/proxy_load_test/litellm_router_proxy/main.py
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# import sys, os
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# sys.path.insert(
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# 0, os.path.abspath("../")
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# ) # Adds the parent directory to the system path
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from fastapi import FastAPI, Request, status, HTTPException, Depends
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from fastapi.responses import StreamingResponse
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from fastapi.security import OAuth2PasswordBearer
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from fastapi.middleware.cors import CORSMiddleware
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import uuid
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import litellm
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app = FastAPI()
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app.add_middleware(
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CORSMiddleware,
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allow_origins=["*"],
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allow_credentials=True,
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allow_methods=["*"],
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allow_headers=["*"],
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)
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litellm_router = litellm.Router(
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model_list=[
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{
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"model_name": "anything", # model alias -> loadbalance between models with same `model_name`
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"litellm_params": { # params for litellm completion/embedding call
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"model": "openai/anything", # actual model name
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"api_key": "sk-1234",
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"api_base": "https://exampleopenaiendpoint-production.up.railway.app/",
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},
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}
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]
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)
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# for completion
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@app.post("/chat/completions")
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@app.post("/v1/chat/completions")
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async def completion(request: Request):
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# this proxy uses the OpenAI SDK to call a fixed endpoint
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response = await litellm_router.acompletion(
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model="anything",
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messages=[
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{
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"role": "user",
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"content": "hello who are you",
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}
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],
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)
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return response
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if __name__ == "__main__":
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import uvicorn
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# run this on 8090, 8091, 8092 and 8093
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uvicorn.run(app, host="0.0.0.0", port=8090)
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