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import json
import os
import sys
from datetime import datetime
from unittest.mock import AsyncMock
sys.path.insert(
0, os.path.abspath("../..")
) # Adds the parent directory to the system-path
from typing import Literal
import pytest
import litellm
from litellm.litellm_core_utils.litellm_logging import Logging
from litellm.proxy.hooks.max_budget_limiter import _PROXY_MaxBudgetLimiter
from litellm.proxy.hooks.cache_control_check import _PROXY_CacheControlCheck
from litellm._service_logger import ServiceLogging
import asyncio
from litellm.litellm_core_utils.litellm_logging import Logging
import litellm
service_logger = ServiceLogging()
def setup_logging():
return Logging(
model="gpt-4o",
messages=[{"role": "user", "content": "Hello, world!"}],
stream=False,
call_type="completion",
start_time=datetime.now(),
litellm_call_id="123",
function_id="456",
)
def test_get_callback_name():
"""
Ensure we can get the name of a callback
"""
logging = setup_logging()
# Test function with __name__
def test_func():
pass
assert logging._get_callback_name(test_func) == "test_func"
# Test function with __func__
class TestClass:
def method(self):
pass
bound_method = TestClass().method
assert logging._get_callback_name(bound_method) == "method"
# Test string callback
assert logging._get_callback_name("callback_string") == "callback_string"
def test_is_internal_litellm_proxy_callback():
"""
Ensure we can determine if a callback is an internal litellm proxy callback
eg. `_PROXY_MaxBudgetLimiter`, `_PROXY_CacheControlCheck`
"""
logging = setup_logging()
assert logging._is_internal_litellm_proxy_callback(_PROXY_MaxBudgetLimiter) == True
# Test non-internal callbacks
def regular_callback():
pass
assert logging._is_internal_litellm_proxy_callback(regular_callback) == False
# Test string callback
assert logging._is_internal_litellm_proxy_callback("callback_string") == False
def test_should_run_sync_callbacks_for_async_calls():
"""
Ensure we can determine if we should run sync callbacks for async calls
Note: We don't want to run sync callbacks for async calls because we don't want to block the event loop
"""
logging = setup_logging()
# Test with no callbacks
logging.dynamic_success_callbacks = None
litellm.success_callback = []
assert logging._should_run_sync_callbacks_for_async_calls() == False
# Test with regular callback
def regular_callback():
pass
litellm.success_callback = [regular_callback]
assert logging._should_run_sync_callbacks_for_async_calls() == True
# Test with internal callback only
litellm.success_callback = [_PROXY_MaxBudgetLimiter]
assert logging._should_run_sync_callbacks_for_async_calls() == False
def test_remove_internal_litellm_callbacks():
logging = setup_logging()
def regular_callback():
pass
callbacks = [
regular_callback,
_PROXY_MaxBudgetLimiter,
_PROXY_CacheControlCheck,
"string_callback",
]
filtered = logging._remove_internal_litellm_callbacks(callbacks)
assert len(filtered) == 2 # Should only keep regular_callback and string_callback
assert regular_callback in filtered
assert "string_callback" in filtered
assert _PROXY_MaxBudgetLimiter not in filtered
assert _PROXY_CacheControlCheck not in filtered
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