mirror of
https://github.com/BerriAI/litellm.git
synced 2025-04-24 18:24:20 +00:00
(test) router- verbose logs with fallbacks
This commit is contained in:
parent
c5589e71e7
commit
bf30e8fdb2
1 changed files with 79 additions and 0 deletions
79
litellm/tests/test_router_debug_logs.py
Normal file
79
litellm/tests/test_router_debug_logs.py
Normal 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
|
Loading…
Add table
Add a link
Reference in a new issue