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