mirror of
https://github.com/BerriAI/litellm.git
synced 2026-08-28 05:25:59 +00:00
* test: drop the cwd-relative sys.path.insert calls from the test suite
TQ003 stands at 1,077 across 1,058 files, and 1,015 of them are the same shape:
sys.path.insert(0, os.path.abspath("../..")) and its deeper siblings. The
argument resolves against the working directory rather than the file, so from
the repo root, where every job runs pytest, it inserts the directory two levels
above the checkout. It has never pointed at litellm. The package is installed
into the environment anyway, which is what actually makes the import work, and
what the rule's message has said all along.
Removing them leaves 1,634 imports of sys and os with no remaining reference,
and those go too, except where another test module imports the name back out of
the file. The rest of TQ003 is 62 call sites that resolve against __file__ or a
variable, which are a different question and are left alone.
Collection is identical either way: 45,871 tests and the same 51 pre-existing
collection errors before and after, and ruff reports no new undefined name.
* test: drop the duplicate imports the sys.path sweep exposed to F811
* test(pre-call-utils): restore the os import the new bedrock tests need
124 lines
4.2 KiB
Python
124 lines
4.2 KiB
Python
#### What this tests ####
|
|
# This tests using caching w/ litellm which requires SSL=True
|
|
|
|
import sys, os
|
|
import time
|
|
import traceback
|
|
from dotenv import load_dotenv
|
|
|
|
load_dotenv()
|
|
|
|
import pytest
|
|
import litellm
|
|
from litellm import embedding, completion, Router
|
|
from litellm.caching.caching import Cache
|
|
|
|
messages = [{"role": "user", "content": f"who is ishaan {time.time()}"}]
|
|
|
|
|
|
def test_caching_v2(): # test in memory cache
|
|
try:
|
|
litellm.cache = Cache(
|
|
type="redis",
|
|
host="os.environ/REDIS_HOST_2",
|
|
port="os.environ/REDIS_PORT_2",
|
|
password="os.environ/REDIS_PASSWORD_2",
|
|
ssl="os.environ/REDIS_SSL_2",
|
|
)
|
|
response1 = completion(model="gpt-3.5-turbo", messages=messages, caching=True)
|
|
response2 = completion(model="gpt-3.5-turbo", messages=messages, caching=True)
|
|
print(f"response1: {response1}")
|
|
print(f"response2: {response2}")
|
|
litellm.cache = None # disable cache
|
|
if (
|
|
response2["choices"][0]["message"]["content"]
|
|
!= response1["choices"][0]["message"]["content"]
|
|
):
|
|
print(f"response1: {response1}")
|
|
print(f"response2: {response2}")
|
|
raise Exception()
|
|
except Exception as e:
|
|
print(f"error occurred: {traceback.format_exc()}")
|
|
pytest.fail(f"Error occurred: {e}")
|
|
|
|
|
|
# test_caching_v2()
|
|
|
|
|
|
def test_caching_router():
|
|
"""
|
|
Test scenario where litellm.cache is set but kwargs("caching") is not. This should still return a cache hit.
|
|
"""
|
|
try:
|
|
model_list = [
|
|
{
|
|
"model_name": "gpt-3.5-turbo", # openai model name
|
|
"litellm_params": { # params for litellm completion/embedding call
|
|
"model": "azure/gpt-4.1-mini",
|
|
"api_key": os.getenv("AZURE_AI_API_KEY"),
|
|
"api_version": os.getenv("AZURE_API_VERSION"),
|
|
"api_base": os.getenv("AZURE_AI_API_BASE"),
|
|
},
|
|
"tpm": 240000,
|
|
"rpm": 1800,
|
|
}
|
|
]
|
|
litellm.cache = Cache(
|
|
type="redis",
|
|
host="os.environ/REDIS_HOST",
|
|
port="os.environ/REDIS_PORT",
|
|
password="os.environ/REDIS_PASSWORD",
|
|
ssl="os.environ/REDIS_SSL",
|
|
)
|
|
router = Router(
|
|
model_list=model_list,
|
|
routing_strategy="simple-shuffle",
|
|
set_verbose=False,
|
|
num_retries=1,
|
|
) # type: ignore
|
|
response1 = completion(model="gpt-3.5-turbo", messages=messages)
|
|
response2 = completion(model="gpt-3.5-turbo", messages=messages)
|
|
if (
|
|
response2["choices"][0]["message"]["content"]
|
|
!= response1["choices"][0]["message"]["content"]
|
|
):
|
|
print(f"response1: {response1}")
|
|
print(f"response2: {response2}")
|
|
litellm.cache = None # disable cache
|
|
assert (
|
|
response2["choices"][0]["message"]["content"]
|
|
== response1["choices"][0]["message"]["content"]
|
|
)
|
|
except Exception as e:
|
|
print(f"error occurred: {traceback.format_exc()}")
|
|
pytest.fail(f"Error occurred: {e}")
|
|
|
|
|
|
# test_caching_router()
|
|
@pytest.mark.skip(reason="redis cloud auth errors - need to re-enable")
|
|
@pytest.mark.asyncio
|
|
async def test_redis_with_ssl():
|
|
"""
|
|
Test connecting to redis connection pool when ssl=None
|
|
|
|
|
|
Relevant issue:
|
|
User was seeing this error: `TypeError: AbstractConnection.__init__() got an unexpected keyword argument 'ssl'`
|
|
"""
|
|
from litellm._redis import get_redis_connection_pool, get_redis_async_client
|
|
|
|
# Get the connection pool with SSL
|
|
# REDIS_HOST_WITH_SSL is just a redis cloud instance with Transport layer security (TLS) enabled
|
|
pool = get_redis_connection_pool(
|
|
host=os.environ.get("REDIS_HOST_WITH_SSL"),
|
|
port=os.environ.get("REDIS_PORT_WITH_SSL"),
|
|
password=os.environ.get("REDIS_PASSWORD_WITH_SSL"),
|
|
ssl=None,
|
|
)
|
|
|
|
# Create Redis client with the pool
|
|
redis_client = get_redis_async_client(connection_pool=pool)
|
|
|
|
print("pinging redis")
|
|
print(await redis_client.ping())
|
|
print("pinged redis")
|