(test) router- verbose logs with fallbacks

This commit is contained in:
ishaan-jaff 2024-01-08 14:00:12 +05:30
parent c5589e71e7
commit bf30e8fdb2

View file

@ -0,0 +1,79 @@
import sys, os, time
import traceback, asyncio
import pytest
sys.path.insert(
0, os.path.abspath("../..")
) # Adds the parent directory to the system path
import litellm, asyncio, logging
from litellm import Router
# this tests debug logs from litellm router and litellm proxy server
from litellm._logging import verbose_router_logger
verbose_router_logger.setLevel(level=logging.INFO)
# this tests debug logs from litellm router and litellm proxy server
def test_async_fallbacks(caplog):
# THIS IS A PROD TEST - DO NOT DELETE THIS. Used for testing if litellm proxy verbose logs are human readable
litellm.set_verbose = False
model_list = [
{
"model_name": "azure/gpt-3.5-turbo",
"litellm_params": {
"model": "azure/chatgpt-v-2",
"api_key": os.getenv("AZURE_API_KEY"),
"api_version": os.getenv("AZURE_API_VERSION"),
"api_base": os.getenv("AZURE_API_BASE"),
},
"tpm": 240000,
"rpm": 1800,
},
{
"model_name": "gpt-3.5-turbo",
"litellm_params": {
"model": "gpt-3.5-turbo",
"api_key": "bad-key",
},
"tpm": 1000000,
"rpm": 9000,
},
]
router = Router(
model_list=model_list,
fallbacks=[{"gpt-3.5-turbo": ["azure/gpt-3.5-turbo"]}],
)
user_message = "Hello, how are you?"
messages = [{"content": user_message, "role": "user"}]
async def _make_request():
try:
response = await router.acompletion(
model="gpt-3.5-turbo", messages=messages, max_tokens=1
)
router.reset()
except litellm.Timeout as e:
pass
except Exception as e:
pytest.fail(f"An exception occurred: {e}")
finally:
router.reset()
asyncio.run(_make_request())
captured_logs = [rec.message for rec in caplog.records]
print("\n Captured caplog records - ", captured_logs)
# Define the expected log messages
# - error request, falling back notice, success notice
expected_logs = [
"litellm.acompletion(model=gpt-3.5-turbo)\x1b[31m Exception OpenAIException - Error code: 401 - {'error': {'message': 'Incorrect API key provided: bad-key. You can find your API key at https://platform.openai.com/account/api-keys.', 'type': 'invalid_request_error', 'param': None, 'code': 'invalid_api_key'}}\x1b[0m",
"Falling back to model_group = azure/gpt-3.5-turbo",
"litellm.acompletion(model=azure/chatgpt-v-2)\x1b[32m 200 OK\x1b[0m",
]
# Assert that the captured logs match the expected log messages
assert captured_logs == expected_logs