61 lines
2.2 KiB
Python
61 lines
2.2 KiB
Python
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import requests
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from typing import List, Dict, Any, Optional, Union
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from .exceptions import UnauthorizedError
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class ModelGroupsManagementClient:
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def __init__(self, base_url: str, api_key: Optional[str] = None):
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"""
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Initialize the ModelGroupsManagementClient.
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Args:
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base_url (str): The base URL of the LiteLLM proxy server (e.g., "http://localhost:8000")
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api_key (Optional[str]): API key for authentication. If provided, it will be sent as a Bearer token.
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"""
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self._base_url = base_url.rstrip("/") # Remove trailing slash if present
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self._api_key = api_key
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def _get_headers(self) -> Dict[str, str]:
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"""
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Get the headers for API requests, including authorization if api_key is set.
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Returns:
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Dict[str, str]: Headers to use for API requests
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"""
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headers = {}
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if self._api_key:
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headers["Authorization"] = f"Bearer {self._api_key}"
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return headers
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def info(self, return_request: bool = False) -> Union[List[Dict[str, Any]], requests.Request]:
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"""
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Get detailed information about all model groups from the server.
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Args:
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return_request (bool): If True, returns the prepared request object instead of executing it
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Returns:
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Union[List[Dict[str, Any]], requests.Request]: Either a list of model group information dictionaries
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or a prepared request object if return_request is True
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Raises:
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UnauthorizedError: If the request fails with a 401 status code
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requests.exceptions.RequestException: If the request fails with any other error
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"""
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url = f"{self._base_url}/model_group/info"
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request = requests.Request("GET", url, headers=self._get_headers())
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if return_request:
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return request
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# Prepare and send the request
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session = requests.Session()
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try:
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response = session.send(request.prepare())
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response.raise_for_status()
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return response.json()["data"]
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except requests.exceptions.HTTPError as e:
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if e.response.status_code == 401:
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raise UnauthorizedError(e)
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raise
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