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Configuration error
Configuration error
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# 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,
},
"general_settings": {
"alert_to_webhook_url": {
"llm_exceptions": "https://hooks.slack.com/services/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"
},
"alert_types": ["llm_exceptions", "db_exceptions"],
},
}
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/active/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 from /active/callbacks")
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"]
_num_alerts = _json_response["num_alerting"]
all_litellm_callbacks = _json_response["all_litellm_callbacks"]
print("current number of callbacks: ", _num_callbacks)
print("current number of alerts: ", _num_alerts)
return _num_callbacks, _num_alerts, all_litellm_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
@pytest.mark.order1
async def test_check_num_callbacks():
"""
Test 1: num callbacks should NOT increase over time
-> check current callbacks
-> sleep for 30 seconds
-> check current callbacks
-> sleep for 30 seconds
-> check current callbacks
"""
import uuid
async with aiohttp.ClientSession() as session:
await asyncio.sleep(30)
num_callbacks_1, _, all_litellm_callbacks_1 = await get_active_callbacks(
session=session
)
assert num_callbacks_1 > 0
await asyncio.sleep(30)
num_callbacks_2, _, all_litellm_callbacks_2 = await get_active_callbacks(
session=session
)
print("all_litellm_callbacks_1", all_litellm_callbacks_1)
print(
"diff in callbacks=",
set(all_litellm_callbacks_1) - set(all_litellm_callbacks_2),
)
assert abs(num_callbacks_1 - num_callbacks_2) <= 4
await asyncio.sleep(30)
num_callbacks_3, _, all_litellm_callbacks_3 = await get_active_callbacks(
session=session
)
print(
"diff in callbacks = all_litellm_callbacks3 - all_litellm_callbacks2 ",
set(all_litellm_callbacks_3) - set(all_litellm_callbacks_2),
)
assert abs(num_callbacks_3 - num_callbacks_2) <= 4
@pytest.mark.asyncio
@pytest.mark.order2
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:
await asyncio.sleep(30)
original_routing_strategy = await get_current_routing_strategy(session=session)
await config_update(session=session, routing_strategy="latency-based-routing")
await asyncio.sleep(30)
num_callbacks_1, num_alerts_1, all_litellm_callbacks_1 = (
await get_active_callbacks(session=session)
)
await asyncio.sleep(30)
num_callbacks_2, num_alerts_2, all_litellm_callbacks_2 = (
await get_active_callbacks(session=session)
)
print(
"diff in callbacks all_litellm_callbacks_2 - all_litellm_callbacks_1 =",
set(all_litellm_callbacks_2) - set(all_litellm_callbacks_1),
)
assert abs(num_callbacks_1 - num_callbacks_2) <= 4
await asyncio.sleep(30)
num_callbacks_3, num_alerts_3, all_litellm_callbacks_3 = (
await get_active_callbacks(session=session)
)
print(
"diff in callbacks all_litellm_callbacks_3 - all_litellm_callbacks_2 =",
set(all_litellm_callbacks_3) - set(all_litellm_callbacks_2),
)
assert abs(num_callbacks_2 - num_callbacks_3) <= 4
assert num_alerts_1 == num_alerts_2 == num_alerts_3
await config_update(session=session, routing_strategy=original_routing_strategy)
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