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304 lines
11 KiB
Python
304 lines
11 KiB
Python
# Test the following scenarios:
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# 1. Generate a Key, and use it to make a call
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# 2. Make a call with invalid key, expect it to fail
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# 3. Make a call to a key with invalid model - expect to fail
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# 4. Make a call to a key with valid model - expect to pass
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# 5. Make a call with key over budget, expect to fail
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# 6. Make a streaming chat/completions call with key over budget, expect to fail
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# function to call to generate key - async def new_user(data: NewUserRequest):
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# function to validate a request - async def user_auth(request: Request):
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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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from fastapi import Request
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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, asyncio
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from litellm.proxy.proxy_server import new_user, user_api_key_auth, user_update
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from litellm.proxy.utils import PrismaClient, ProxyLogging
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from litellm.proxy._types import NewUserRequest, DynamoDBArgs
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from litellm.proxy.utils import DBClient
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from starlette.datastructures import URL
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from litellm.caching import DualCache
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proxy_logging_obj = ProxyLogging(user_api_key_cache=DualCache())
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prisma_client = PrismaClient(
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database_url=os.environ["PROXY_DATABASE_URL"], proxy_logging_obj=proxy_logging_obj
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)
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request_data = {
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"model": "azure-gpt-3.5",
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"messages": [
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{"role": "user", "content": "this is my new test. respond in 50 lines"}
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],
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}
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def test_generate_and_call_with_valid_key():
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# 1. Generate a Key, and use it to make a call
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prisma_client.connect()
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setattr(litellm.proxy.proxy_server, "prisma_client", prisma_client)
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setattr(litellm.proxy.proxy_server, "master_key", "sk-1234")
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try:
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async def test():
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request = NewUserRequest()
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key = await new_user(request)
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print(key)
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generated_key = key.key
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bearer_token = "Bearer " + generated_key
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request = Request(scope={"type": "http"})
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request._url = URL(url="/chat/completions")
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# use generated key to auth in
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result = await user_api_key_auth(request=request, api_key=bearer_token)
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print("result from user auth with new key", result)
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asyncio.run(test())
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except Exception as e:
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pytest.fail(f"An exception occurred - {str(e)}")
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def test_call_with_invalid_key():
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# 2. Make a call with invalid key, expect it to fail
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setattr(litellm.proxy.proxy_server, "prisma_client", prisma_client)
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setattr(litellm.proxy.proxy_server, "master_key", "sk-1234")
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try:
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async def test():
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generated_key = "bad-key"
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bearer_token = "Bearer " + generated_key
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request = Request(scope={"type": "http"}, receive=None)
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request._url = URL(url="/chat/completions")
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# use generated key to auth in
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result = await user_api_key_auth(request=request, api_key=bearer_token)
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pytest.fail(f"This should have failed!. IT's an invalid key")
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asyncio.run(test())
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except Exception as e:
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print("Got Exception", e)
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print(e.detail)
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assert "Authentication Error" in e.detail
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pass
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def test_call_with_invalid_model():
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# 3. Make a call to a key with an invalid model - expect to fail
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setattr(litellm.proxy.proxy_server, "prisma_client", prisma_client)
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setattr(litellm.proxy.proxy_server, "master_key", "sk-1234")
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try:
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async def test():
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request = NewUserRequest(models=["mistral"])
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key = await new_user(request)
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print(key)
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generated_key = key.key
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bearer_token = "Bearer " + generated_key
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request = Request(scope={"type": "http"})
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request._url = URL(url="/chat/completions")
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async def return_body():
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return b'{"model": "gemini-pro-vision"}'
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request.body = return_body
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# use generated key to auth in
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result = await user_api_key_auth(request=request, api_key=bearer_token)
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pytest.fail(f"This should have failed!. IT's an invalid model")
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asyncio.run(test())
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except Exception as e:
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assert (
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e.detail
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== "Authentication Error, API Key not allowed to access model. This token can only access models=['mistral']. Tried to access gemini-pro-vision"
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)
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pass
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def test_call_with_valid_model():
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# 4. Make a call to a key with a valid model - expect to pass
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setattr(litellm.proxy.proxy_server, "prisma_client", prisma_client)
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setattr(litellm.proxy.proxy_server, "master_key", "sk-1234")
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try:
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async def test():
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request = NewUserRequest(models=["mistral"])
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key = await new_user(request)
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print(key)
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generated_key = key.key
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bearer_token = "Bearer " + generated_key
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request = Request(scope={"type": "http"})
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request._url = URL(url="/chat/completions")
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async def return_body():
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return b'{"model": "mistral"}'
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request.body = return_body
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# use generated key to auth in
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result = await user_api_key_auth(request=request, api_key=bearer_token)
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print("result from user auth with new key", result)
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asyncio.run(test())
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except Exception as e:
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pytest.fail(f"An exception occurred - {str(e)}")
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def test_call_with_key_over_budget():
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# 5. Make a call with a key over budget, expect to fail
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setattr(litellm.proxy.proxy_server, "prisma_client", prisma_client)
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setattr(litellm.proxy.proxy_server, "master_key", "sk-1234")
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try:
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async def test():
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request = NewUserRequest(max_budget=0.00001)
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key = await new_user(request)
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print(key)
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generated_key = key.key
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user_id = key.user_id
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bearer_token = "Bearer " + generated_key
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request = Request(scope={"type": "http"})
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request._url = URL(url="/chat/completions")
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# use generated key to auth in
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result = await user_api_key_auth(request=request, api_key=bearer_token)
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print("result from user auth with new key", result)
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# update spend using track_cost callback, make 2nd request, it should fail
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from litellm.proxy.proxy_server import track_cost_callback
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from litellm import ModelResponse, Choices, Message, Usage
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resp = ModelResponse(
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id="chatcmpl-e41836bb-bb8b-4df2-8e70-8f3e160155ac",
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choices=[
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Choices(
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finish_reason=None,
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index=0,
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message=Message(
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content=" Sure! Here is a short poem about the sky:\n\nA canvas of blue, a",
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role="assistant",
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),
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)
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],
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model="gpt-35-turbo", # azure always has model written like this
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usage=Usage(prompt_tokens=210, completion_tokens=200, total_tokens=410),
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)
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await track_cost_callback(
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kwargs={
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"stream": False,
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"litellm_params": {
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"metadata": {
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"user_api_key": generated_key,
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"user_api_key_user_id": user_id,
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}
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},
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},
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completion_response=resp,
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)
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# use generated key to auth in
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result = await user_api_key_auth(request=request, api_key=bearer_token)
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print("result from user auth with new key", result)
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pytest.fail(f"This should have failed!. They key crossed it's budget")
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asyncio.run(test())
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except Exception as e:
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error_detail = e.detail
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assert "Authentication Error, ExceededBudget:" in error_detail
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print(vars(e))
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def test_call_with_key_over_budget_stream():
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# 6. Make a call with a key over budget, expect to fail
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setattr(litellm.proxy.proxy_server, "prisma_client", prisma_client)
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setattr(litellm.proxy.proxy_server, "master_key", "sk-1234")
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from litellm._logging import verbose_proxy_logger
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import logging
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litellm.set_verbose = True
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verbose_proxy_logger.setLevel(logging.DEBUG)
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try:
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async def test():
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request = NewUserRequest(max_budget=0.00001)
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key = await new_user(request)
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print(key)
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generated_key = key.key
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user_id = key.user_id
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bearer_token = "Bearer " + generated_key
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request = Request(scope={"type": "http"})
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request._url = URL(url="/chat/completions")
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# use generated key to auth in
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result = await user_api_key_auth(request=request, api_key=bearer_token)
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print("result from user auth with new key", result)
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# update spend using track_cost callback, make 2nd request, it should fail
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from litellm.proxy.proxy_server import track_cost_callback
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from litellm import ModelResponse, Choices, Message, Usage
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resp = ModelResponse(
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id="chatcmpl-e41836bb-bb8b-4df2-8e70-8f3e160155ac",
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choices=[
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Choices(
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finish_reason=None,
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index=0,
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message=Message(
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content=" Sure! Here is a short poem about the sky:\n\nA canvas of blue, a",
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role="assistant",
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),
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)
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],
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model="gpt-35-turbo", # azure always has model written like this
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usage=Usage(prompt_tokens=210, completion_tokens=200, total_tokens=410),
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)
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await track_cost_callback(
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kwargs={
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"stream": True,
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"complete_streaming_response": resp,
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"litellm_params": {
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"metadata": {
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"user_api_key": generated_key,
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"user_api_key_user_id": user_id,
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}
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},
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},
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completion_response=ModelResponse(),
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)
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# use generated key to auth in
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result = await user_api_key_auth(request=request, api_key=bearer_token)
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print("result from user auth with new key", result)
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pytest.fail(f"This should have failed!. They key crossed it's budget")
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asyncio.run(test())
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except Exception as e:
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error_detail = e.detail
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assert "Authentication Error, ExceededBudget:" in error_detail
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print(vars(e))
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