feat - add unit tests for slack alerting

This commit is contained in:
Ishaan Jaff 2024-05-03 15:08:55 -07:00
parent 2c62353ce0
commit 49f09cb46d

View file

@ -3,7 +3,7 @@
import sys
import os
import io, asyncio, httpx
import io, asyncio
from datetime import datetime, timedelta
# import logging
@ -17,61 +17,6 @@ import asyncio
from unittest.mock import patch, MagicMock
from litellm.caching import DualCache
from litellm.integrations.slack_alerting import SlackAlerting
from litellm.proxy._types import UserAPIKeyAuth
from litellm.proxy.proxy_server import HTTPException
@pytest.mark.parametrize("exception_type", ["llm-exception", "non-llm-exception"])
@pytest.mark.asyncio
async def test_slack_alerting_llm_exceptions(exception_type, monkeypatch):
"""
Test if non-llm exception -> No request
Test if llm exception -> Request triggered
"""
_pl = ProxyLogging(user_api_key_cache=DualCache())
_pl.update_values(
alerting=["slack"],
alerting_threshold=100,
redis_cache=None,
alert_types=["llm_exceptions"],
)
async def mock_alerting_handler(message, level, alert_type):
global exception_type
if exception_type == "llm-exception":
pass
elif exception_type == "non-llm-exception":
pytest.fail("Function should not have been called")
monkeypatch.setattr(_pl, "alerting_handler", mock_alerting_handler)
if exception_type == "llm-exception":
await _pl.post_call_failure_hook(
original_exception=litellm.APIError(
status_code=500,
message="This is a test exception",
llm_provider="openai",
model="gpt-3.5-turbo",
request=httpx.Request(
method="completion", url="https://github.com/BerriAI/litellm"
),
),
user_api_key_dict=UserAPIKeyAuth(),
)
await asyncio.sleep(2)
elif exception_type == "non-llm-exception":
await _pl.post_call_failure_hook(
original_exception=HTTPException(
status_code=400,
detail={"error": "this is a test exception"},
),
user_api_key_dict=UserAPIKeyAuth(),
)
await asyncio.sleep(2)
@pytest.mark.asyncio
@ -149,3 +94,80 @@ def test_init():
assert slack_no_alerting.alerting == []
print("passed testing slack alerting init")
from unittest.mock import patch, AsyncMock
from datetime import datetime, timedelta
@pytest.fixture
def slack_alerting():
return SlackAlerting(alerting_threshold=1)
# Test for hanging LLM responses
@pytest.mark.asyncio
async def test_response_taking_too_long_hanging(slack_alerting):
request_data = {
"model": "test_model",
"messages": "test_messages",
"litellm_status": "running",
}
with patch.object(slack_alerting, "send_alert", new=AsyncMock()) as mock_send_alert:
await slack_alerting.response_taking_too_long(
type="hanging_request", request_data=request_data
)
mock_send_alert.assert_awaited_once()
# Test for slow LLM responses
@pytest.mark.asyncio
async def test_response_taking_too_long_callback(slack_alerting):
start_time = datetime.now()
end_time = start_time + timedelta(seconds=301)
kwargs = {"model": "test_model", "messages": "test_messages", "litellm_params": {}}
with patch.object(slack_alerting, "send_alert", new=AsyncMock()) as mock_send_alert:
await slack_alerting.response_taking_too_long_callback(
kwargs, None, start_time, end_time
)
mock_send_alert.assert_awaited_once()
# Test for budget crossed
@pytest.mark.asyncio
async def test_budget_alerts_crossed(slack_alerting):
user_max_budget = 100
user_current_spend = 101
with patch.object(slack_alerting, "send_alert", new=AsyncMock()) as mock_send_alert:
await slack_alerting.budget_alerts(
"user_budget", user_max_budget, user_current_spend
)
mock_send_alert.assert_awaited_once()
# Test for budget crossed again (should not fire alert 2nd time)
@pytest.mark.asyncio
async def test_budget_alerts_crossed_again(slack_alerting):
user_max_budget = 100
user_current_spend = 101
with patch.object(slack_alerting, "send_alert", new=AsyncMock()) as mock_send_alert:
await slack_alerting.budget_alerts(
"user_budget", user_max_budget, user_current_spend
)
mock_send_alert.assert_awaited_once()
mock_send_alert.reset_mock()
await slack_alerting.budget_alerts(
"user_budget", user_max_budget, user_current_spend
)
mock_send_alert.assert_not_awaited()
# Test for send_alert - should be called once
@pytest.mark.asyncio
async def test_send_alert(slack_alerting):
with patch.object(
slack_alerting.async_http_handler, "post", new=AsyncMock()
) as mock_post:
mock_post.return_value.status_code = 200
await slack_alerting.send_alert("Test message", "Low", "budget_alerts")
mock_post.assert_awaited_once()