forked from phoenix/litellm-mirror
104 lines
3.2 KiB
Python
104 lines
3.2 KiB
Python
#### What this tests ####
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# This tests using caching w/ litellm which requires SSL=True
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import sys, os
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import traceback
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from dotenv import load_dotenv
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load_dotenv()
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import os, io
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# this file is to test litellm/proxy
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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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import pytest, logging, asyncio
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import litellm
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from litellm import embedding, completion, completion_cost, Timeout
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from litellm import RateLimitError
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# Configure logging
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logging.basicConfig(
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level=logging.DEBUG, # Set the desired logging level
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format="%(asctime)s - %(levelname)s - %(message)s",
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)
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# test /chat/completion request to the proxy
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from fastapi.testclient import TestClient
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from fastapi import FastAPI
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from litellm.proxy.proxy_server import (
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router,
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save_worker_config,
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initialize,
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) # Replace with the actual module where your FastAPI router is defined
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# Your bearer token
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token = "sk-1234"
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headers = {"Authorization": f"Bearer {token}"}
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@pytest.fixture(scope="function")
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def client_no_auth():
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# Assuming litellm.proxy.proxy_server is an object
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from litellm.proxy.proxy_server import cleanup_router_config_variables
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cleanup_router_config_variables()
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filepath = os.path.dirname(os.path.abspath(__file__))
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config_fp = f"{filepath}/test_configs/test_cloudflare_azure_with_cache_config.yaml"
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# initialize can get run in parallel, it sets specific variables for the fast api app, sinc eit gets run in parallel different tests use the wrong variables
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asyncio.run(initialize(config=config_fp, debug=True))
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app = FastAPI()
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app.include_router(router) # Include your router in the test app
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return TestClient(app)
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def generate_random_word(length=4):
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import string, random
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letters = string.ascii_lowercase
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return "".join(random.choice(letters) for _ in range(length))
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@pytest.mark.skip(reason="AWS Suspended Account")
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def test_chat_completion(client_no_auth):
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global headers
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try:
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user_message = f"Write a poem about {generate_random_word()}"
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messages = [{"content": user_message, "role": "user"}]
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# Your test data
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test_data = {
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"model": "azure-cloudflare",
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"messages": messages,
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"max_tokens": 10,
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}
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print("testing proxy server with chat completions")
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response = client_no_auth.post("/v1/chat/completions", json=test_data)
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print(f"response - {response.text}")
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assert response.status_code == 200
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response = response.json()
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print(response)
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content = response["choices"][0]["message"]["content"]
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response1_id = response["id"]
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print("\n content", content)
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assert len(content) > 1
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print("\nmaking 2nd request to proxy. Testing caching + non streaming")
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response = client_no_auth.post("/v1/chat/completions", json=test_data)
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print(f"response - {response.text}")
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assert response.status_code == 200
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response = response.json()
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print(response)
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response2_id = response["id"]
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assert response1_id == response2_id
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litellm.disable_cache()
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except Exception as e:
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pytest.fail(f"LiteLLM Proxy test failed. Exception - {str(e)}")
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