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#### What this does ####
# On success, logs events to Promptlayer
import dotenv, os
import requests
import requests
dotenv.load_dotenv() # Loading env variables using dotenv
import traceback
class PromptLayerLogger:
# Class variables or attributes
def __init__(self):
# Instance variables
self.key = os.getenv("PROMPTLAYER_API_KEY")
def log_event(self, kwargs, response_obj, start_time, end_time, print_verbose):
# Method definition
try:
new_kwargs = {}
new_kwargs['model'] = kwargs['model']
new_kwargs['messages'] = kwargs['messages']
# add kwargs["optional_params"] to new_kwargs
for optional_param in kwargs["optional_params"]:
new_kwargs[optional_param] = kwargs["optional_params"][optional_param]
print_verbose(
f"Prompt Layer Logging - Enters logging function for model kwargs: {new_kwargs}\n, response: {response_obj}"
)
request_response = requests.post(
"https://api.promptlayer.com/rest/track-request",
json={
"function_name": "openai.ChatCompletion.create",
"kwargs": new_kwargs,
"tags": ["hello", "world"],
"request_response": dict(response_obj),
"request_start_time": int(start_time.timestamp()),
"request_end_time": int(end_time.timestamp()),
"api_key": self.key,
# Optional params for PromptLayer
# "prompt_id": "<PROMPT ID>",
# "prompt_input_variables": "<Dictionary of variables for prompt>",
# "prompt_version":1,
},
)
print_verbose(
f"Prompt Layer Logging: success - final response object: {request_response.text}"
)
response_json = request_response.json()
if "success" not in request_response.json():
raise Exception("Promptlayer did not successfully log the response!")
if "request_id" in response_json:
print(kwargs["litellm_params"]["metadata"])
if kwargs["litellm_params"]["metadata"] is not None:
response = requests.post(
"https://api.promptlayer.com/rest/track-metadata",
json={
"request_id": response_json["request_id"],
"api_key": self.key,
"metadata": kwargs["litellm_params"]["metadata"]
},
)
print_verbose(f"Prompt Layer Logging: success - metadata post response object: {response.text}")
except:
print_verbose(f"error: Prompt Layer Error - {traceback.format_exc()}")
pass
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