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test(test_router_fallbacks.py): update to use async logging
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3 changed files with 56 additions and 39 deletions
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@ -31,6 +31,12 @@ class MyCustomHandler(CustomLogger):
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self.previous_models += len(kwargs["litellm_params"]["metadata"]["previous_models"]) # {"previous_models": [{"model": litellm_model_name, "exception_type": AuthenticationError, "exception_string": <complete_traceback>}]}
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print(f"self.previous_models: {self.previous_models}")
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print(f"On Success")
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async def async_log_success_event(self, kwargs, response_obj, start_time, end_time):
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print(f"previous_models: {kwargs['litellm_params']['metadata']['previous_models']}")
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self.previous_models += len(kwargs["litellm_params"]["metadata"]["previous_models"]) # {"previous_models": [{"model": litellm_model_name, "exception_type": AuthenticationError, "exception_string": <complete_traceback>}]}
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print(f"self.previous_models: {self.previous_models}")
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print(f"On Success")
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def log_failure_event(self, kwargs, response_obj, start_time, end_time):
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print(f"On Failure")
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@ -111,30 +117,29 @@ def test_sync_fallbacks():
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print(e)
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# test_sync_fallbacks()
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def test_async_fallbacks():
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@pytest.mark.asyncio
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async def test_async_fallbacks():
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litellm.set_verbose = False
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router = Router(model_list=model_list,
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fallbacks=[{"azure/gpt-3.5-turbo": ["gpt-3.5-turbo"]}],
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context_window_fallbacks=[{"azure/gpt-3.5-turbo-context-fallback": ["gpt-3.5-turbo-16k"]}, {"gpt-3.5-turbo": ["gpt-3.5-turbo-16k"]}],
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set_verbose=False)
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async def test_get_response():
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customHandler = MyCustomHandler()
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litellm.callbacks = [customHandler]
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user_message = "Hello, how are you?"
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messages = [{"content": user_message, "role": "user"}]
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try:
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response = await router.acompletion(**kwargs)
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print(f"customHandler.previous_models: {customHandler.previous_models}")
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time.sleep(0.05) # allow a delay as success_callbacks are on a separate thread
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assert customHandler.previous_models == 1 # 0 retries, 1 fallback
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router.reset()
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except litellm.Timeout as e:
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pass
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except Exception as e:
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pytest.fail(f"An exception occurred: {e}")
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finally:
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router.reset()
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asyncio.run(test_get_response())
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customHandler = MyCustomHandler()
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litellm.callbacks = [customHandler]
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user_message = "Hello, how are you?"
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messages = [{"content": user_message, "role": "user"}]
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try:
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response = await router.acompletion(**kwargs)
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print(f"customHandler.previous_models: {customHandler.previous_models}")
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await asyncio.sleep(0.05) # allow a delay as success_callbacks are on a separate thread
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assert customHandler.previous_models == 1 # 0 retries, 1 fallback
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router.reset()
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except litellm.Timeout as e:
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pass
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except Exception as e:
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pytest.fail(f"An exception occurred: {e}")
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finally:
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router.reset()
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# test_async_fallbacks()
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@ -184,26 +189,24 @@ def test_dynamic_fallbacks_sync():
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# test_dynamic_fallbacks_sync()
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def test_dynamic_fallbacks_async():
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@pytest.mark.asyncio
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async def test_dynamic_fallbacks_async():
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"""
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Allow setting the fallback in the router.completion() call.
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"""
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async def test_get_response():
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try:
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customHandler = MyCustomHandler()
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litellm.callbacks = [customHandler]
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router = Router(model_list=model_list, set_verbose=True)
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kwargs = {}
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kwargs["model"] = "azure/gpt-3.5-turbo"
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kwargs["messages"] = [{"role": "user", "content": "Hey, how's it going?"}]
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kwargs["fallbacks"] = [{"azure/gpt-3.5-turbo": ["gpt-3.5-turbo"]}]
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response = await router.acompletion(**kwargs)
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print(f"response: {response}")
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time.sleep(0.05) # allow a delay as success_callbacks are on a separate thread
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assert customHandler.previous_models == 1 # 0 retries, 1 fallback
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router.reset()
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except Exception as e:
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pytest.fail(f"An exception occurred - {e}")
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asyncio.run(test_get_response())
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try:
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customHandler = MyCustomHandler()
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litellm.callbacks = [customHandler]
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router = Router(model_list=model_list, set_verbose=True)
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kwargs = {}
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kwargs["model"] = "azure/gpt-3.5-turbo"
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kwargs["messages"] = [{"role": "user", "content": "Hey, how's it going?"}]
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kwargs["fallbacks"] = [{"azure/gpt-3.5-turbo": ["gpt-3.5-turbo"]}]
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response = await router.acompletion(**kwargs)
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print(f"response: {response}")
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await asyncio.sleep(0.05) # allow a delay as success_callbacks are on a separate thread
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assert customHandler.previous_models == 1 # 0 retries, 1 fallback
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router.reset()
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except Exception as e:
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pytest.fail(f"An exception occurred - {e}")
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# test_dynamic_fallbacks_async()
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