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49 lines
No EOL
2.4 KiB
Python
49 lines
No EOL
2.4 KiB
Python
class AthinaLogger:
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def __init__(self):
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import os
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self.athina_api_key = os.getenv("ATHINA_API_KEY")
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self.headers = {
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"athina-api-key": self.athina_api_key,
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"Content-Type": "application/json"
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}
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self.athina_logging_url = "https://log.athina.ai/api/v1/log/inference"
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self.additional_keys = ["environment", "prompt_slug", "customer_id", "customer_user_id", "session_id", "external_reference_id", "context", "expected_response"]
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def log_event(self, kwargs, response_obj, start_time, end_time, print_verbose):
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import requests
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import json
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import traceback
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raise Exception("This method is not implemented yet")
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try:
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response_json = response_obj.model_dump() if response_obj else {}
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data = {
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"language_model_id": kwargs.get("model"),
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"response_time": int((end_time - start_time).total_seconds() * 1000),
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"request": kwargs,
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"response": response_json,
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"prompt": kwargs.get("messages"),
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"user_query": kwargs.get("messages")[0].get("content"),
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"prompt_tokens": response_json.get("usage", {}).get("prompt_tokens"),
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"completion_tokens": response_json.get("usage", {}).get("completion_tokens"),
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"total_tokens": response_json.get("usage", {}).get("total_tokens"),
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}
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# Directly add tools or functions if present
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optional_params = kwargs.get("optional_params", {})
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data.update((k, v) for k, v in optional_params.items() if k in ["tools", "functions"])
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# Add additional metadata keys
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metadata = kwargs.get("litellm_params", {}).get("metadata", {})
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if metadata:
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for key in self.additional_keys:
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if key in metadata:
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data[key] = metadata[key]
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response = requests.post(self.athina_logging_url, headers=self.headers, data=json.dumps(data, default=str))
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if response.status_code != 200:
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print_verbose(f"Athina Logger Error - {response.text}, {response.status_code}")
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else:
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print_verbose(f"Athina Logger Succeeded - {response.text}")
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except Exception as e:
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print_verbose(f"Athina Logger Error - {e}, Stack trace: {traceback.format_exc()}")
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pass |