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(docs) clean up proxy logging
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1 changed files with 7 additions and 9 deletions
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@ -28,23 +28,20 @@ class MyCustomHandler(CustomLogger):
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print(f"On Stream")
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print(f"On Stream")
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def log_success_event(self, kwargs, response_obj, start_time, end_time):
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def log_success_event(self, kwargs, response_obj, start_time, end_time):
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# log: key, user, model, prompt, response, tokens, cost
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# Logging key details: key, user, model, prompt, response, tokens, cost
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print("\nOn Success")
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print("\nOn Success")
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### Access kwargs passed to litellm.completion()
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# Access kwargs passed to litellm.completion()
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model = kwargs.get("model", None)
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model = kwargs.get("model", None)
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messages = kwargs.get("messages", None)
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messages = kwargs.get("messages", None)
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user = kwargs.get("user", None)
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user = kwargs.get("user", None)
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#### Access litellm_params passed to litellm.completion(), example access `metadata`
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# Access litellm_params passed to litellm.completion(), example access `metadata`
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litellm_params = kwargs.get("litellm_params", {})
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litellm_params = kwargs.get("litellm_params", {})
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metadata = litellm_params.get("metadata", {}) # headers passed to LiteLLM proxy, can be found here
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metadata = litellm_params.get("metadata", {}) # Headers passed to LiteLLM proxy
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#################################################
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##### Calculate cost using litellm.completion_cost() #######################
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# Calculate cost using litellm.completion_cost()
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cost = litellm.completion_cost(completion_response=response_obj)
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cost = litellm.completion_cost(completion_response=response_obj)
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response = response_obj
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usage = response_obj["usage"] # Tokens used in response
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# tokens used in response
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usage = response_obj["usage"]
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print(
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print(
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f"""
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f"""
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@ -64,6 +61,7 @@ class MyCustomHandler(CustomLogger):
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proxy_handler_instance = MyCustomHandler()
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proxy_handler_instance = MyCustomHandler()
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# Set litellm.callbacks = [proxy_handler_instance] on the proxy
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# need to set litellm.callbacks = [proxy_handler_instance] # on the proxy
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# need to set litellm.callbacks = [proxy_handler_instance] # on the proxy
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```
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```
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