Merge pull request #3423 from BerriAI/litellm_test_callbacks_proxy

[Test] Assert num Callbacks on Proxy don't increase
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Ishaan Jaff 2024-05-03 12:44:56 -07:00 committed by GitHub
commit 34bf0b37f5
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2 changed files with 170 additions and 1 deletions

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@ -9208,7 +9208,19 @@ async def health_readiness():
"""
try:
# get success callback
_num_callbacks = 0
try:
_num_callbacks = (
len(litellm.callbacks)
+ len(litellm.input_callback)
+ len(litellm.failure_callback)
+ len(litellm.success_callback)
)
except:
_num_callbacks = 0
success_callback_names = []
try:
# this was returning a JSON of the values in some of the callbacks
# all we need is the callback name, hence we do str(callback)
@ -9236,13 +9248,13 @@ async def health_readiness():
# check DB
if prisma_client is not None: # if db passed in, check if it's connected
db_health_status = _db_health_readiness_check()
return {
"status": "healthy",
"db": "connected",
"cache": cache_type,
"litellm_version": version,
"success_callbacks": success_callback_names,
"num_callbacks": _num_callbacks,
**db_health_status,
}
else:
@ -9252,6 +9264,7 @@ async def health_readiness():
"cache": cache_type,
"litellm_version": version,
"success_callbacks": success_callback_names,
"num_callbacks": _num_callbacks,
}
except Exception as e:
raise HTTPException(status_code=503, detail=f"Service Unhealthy ({str(e)})")

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@ -0,0 +1,156 @@
# What this tests ?
## Makes sure the number of callbacks on the proxy don't increase over time
## Num callbacks should be a fixed number at t=0 and t=10, t=20
"""
PROD TEST - DO NOT Delete this Test
"""
import pytest
import asyncio
import aiohttp
import os
import dotenv
from dotenv import load_dotenv
import pytest
load_dotenv()
async def config_update(session, routing_strategy=None):
url = "http://0.0.0.0:4000/config/update"
headers = {"Authorization": "Bearer sk-1234", "Content-Type": "application/json"}
print("routing_strategy: ", routing_strategy)
data = {
"router_settings": {
"routing_strategy": routing_strategy,
},
}
async with session.post(url, headers=headers, json=data) as response:
status = response.status
response_text = await response.text()
print(response_text)
print()
if status != 200:
raise Exception(f"Request did not return a 200 status code: {status}")
return await response.json()
async def get_active_callbacks(session):
url = "http://0.0.0.0:4000/health/readiness"
headers = {
"Content-Type": "application/json",
}
async with session.get(url, headers=headers) as response:
status = response.status
response_text = await response.text()
print("response from /health/readiness")
print(response_text)
print()
if status != 200:
raise Exception(f"Request did not return a 200 status code: {status}")
_json_response = await response.json()
_num_callbacks = _json_response["num_callbacks"]
print("current number of callbacks: ", _num_callbacks)
return _num_callbacks
async def get_current_routing_strategy(session):
url = "http://0.0.0.0:4000/get/config/callbacks"
headers = {
"Content-Type": "application/json",
"Authorization": "Bearer sk-1234",
}
async with session.get(url, headers=headers) as response:
status = response.status
response_text = await response.text()
print(response_text)
print()
if status != 200:
raise Exception(f"Request did not return a 200 status code: {status}")
_json_response = await response.json()
print("JSON response: ", _json_response)
router_settings = _json_response["router_settings"]
print("Router settings: ", router_settings)
routing_strategy = router_settings["routing_strategy"]
return routing_strategy
@pytest.mark.asyncio
async def test_check_num_callbacks():
"""
Test 1: num callbacks should NOT increase over time
-> check current callbacks
-> sleep for 30s
-> check current callbacks
-> sleep for 30s
-> check current callbacks
"""
import uuid
async with aiohttp.ClientSession() as session:
num_callbacks_1 = await get_active_callbacks(session=session)
assert (
num_callbacks_1 > 0
) # /health/readiness returns 0 when some calculation goes wrong
await asyncio.sleep(30)
num_callbacks_2 = await get_active_callbacks(session=session)
assert num_callbacks_1 == num_callbacks_2
await asyncio.sleep(30)
num_callbacks_3 = await get_active_callbacks(session=session)
assert num_callbacks_1 == num_callbacks_2 == num_callbacks_3
@pytest.mark.asyncio
async def test_check_num_callbacks_on_lowest_latency():
"""
Test 1: num callbacks should NOT increase over time
-> Update to lowest latency
-> check current callbacks
-> sleep for 30s
-> check current callbacks
-> sleep for 30s
-> check current callbacks
-> update back to original routing-strategy
"""
import uuid
async with aiohttp.ClientSession() as session:
original_routing_strategy = await get_current_routing_strategy(session=session)
await config_update(session=session, routing_strategy="latency-based-routing")
num_callbacks_1 = await get_active_callbacks(session=session)
assert (
num_callbacks_1 > 0
) # /health/readiness returns 0 when some calculation goes wrong
await asyncio.sleep(30)
num_callbacks_2 = await get_active_callbacks(session=session)
assert num_callbacks_1 == num_callbacks_2
await asyncio.sleep(30)
num_callbacks_3 = await get_active_callbacks(session=session)
assert num_callbacks_1 == num_callbacks_2 == num_callbacks_3
await config_update(session=session, routing_strategy=original_routing_strategy)