| from dataclasses import dataclass |
| from enum import Enum |
| from typing import Dict, Optional |
|
|
| import requests |
|
|
| from .. import constants |
| from . import get_session, hf_raise_for_status, validate_hf_hub_args |
|
|
|
|
| class XetTokenType(str, Enum): |
| READ = "read" |
| WRITE = "write" |
|
|
|
|
| @dataclass(frozen=True) |
| class XetFileData: |
| file_hash: str |
| refresh_route: str |
|
|
|
|
| @dataclass(frozen=True) |
| class XetConnectionInfo: |
| access_token: str |
| expiration_unix_epoch: int |
| endpoint: str |
|
|
|
|
| def parse_xet_file_data_from_response( |
| response: requests.Response, endpoint: Optional[str] = None |
| ) -> Optional[XetFileData]: |
| """ |
| Parse XET file metadata from an HTTP response. |
| |
| This function extracts XET file metadata from the HTTP headers or HTTP links |
| of a given response object. If the required metadata is not found, it returns `None`. |
| |
| Args: |
| response (`requests.Response`): |
| The HTTP response object containing headers dict and links dict to extract the XET metadata from. |
| Returns: |
| `Optional[XetFileData]`: |
| An instance of `XetFileData` containing the file hash and refresh route if the metadata |
| is found. Returns `None` if the required metadata is missing. |
| """ |
| if response is None: |
| return None |
| try: |
| file_hash = response.headers[constants.HUGGINGFACE_HEADER_X_XET_HASH] |
|
|
| if constants.HUGGINGFACE_HEADER_LINK_XET_AUTH_KEY in response.links: |
| refresh_route = response.links[constants.HUGGINGFACE_HEADER_LINK_XET_AUTH_KEY]["url"] |
| else: |
| refresh_route = response.headers[constants.HUGGINGFACE_HEADER_X_XET_REFRESH_ROUTE] |
| except KeyError: |
| return None |
| endpoint = endpoint if endpoint is not None else constants.ENDPOINT |
| if refresh_route.startswith(constants.HUGGINGFACE_CO_URL_HOME): |
| refresh_route = refresh_route.replace(constants.HUGGINGFACE_CO_URL_HOME.rstrip("/"), endpoint.rstrip("/")) |
| return XetFileData( |
| file_hash=file_hash, |
| refresh_route=refresh_route, |
| ) |
|
|
|
|
| def parse_xet_connection_info_from_headers(headers: Dict[str, str]) -> Optional[XetConnectionInfo]: |
| """ |
| Parse XET connection info from the HTTP headers or return None if not found. |
| Args: |
| headers (`Dict`): |
| HTTP headers to extract the XET metadata from. |
| Returns: |
| `XetConnectionInfo` or `None`: |
| The information needed to connect to the XET storage service. |
| Returns `None` if the headers do not contain the XET connection info. |
| """ |
| try: |
| endpoint = headers[constants.HUGGINGFACE_HEADER_X_XET_ENDPOINT] |
| access_token = headers[constants.HUGGINGFACE_HEADER_X_XET_ACCESS_TOKEN] |
| expiration_unix_epoch = int(headers[constants.HUGGINGFACE_HEADER_X_XET_EXPIRATION]) |
| except (KeyError, ValueError, TypeError): |
| return None |
|
|
| return XetConnectionInfo( |
| endpoint=endpoint, |
| access_token=access_token, |
| expiration_unix_epoch=expiration_unix_epoch, |
| ) |
|
|
|
|
| @validate_hf_hub_args |
| def refresh_xet_connection_info( |
| *, |
| file_data: XetFileData, |
| headers: Dict[str, str], |
| ) -> XetConnectionInfo: |
| """ |
| Utilizes the information in the parsed metadata to request the Hub xet connection information. |
| This includes the access token, expiration, and XET service URL. |
| Args: |
| file_data: (`XetFileData`): |
| The file data needed to refresh the xet connection information. |
| headers (`Dict[str, str]`): |
| Headers to use for the request, including authorization headers and user agent. |
| Returns: |
| `XetConnectionInfo`: |
| The connection information needed to make the request to the xet storage service. |
| Raises: |
| [`~utils.HfHubHTTPError`] |
| If the Hub API returned an error. |
| [`ValueError`](https://docs.python.org/3/library/exceptions.html#ValueError) |
| If the Hub API response is improperly formatted. |
| """ |
| if file_data.refresh_route is None: |
| raise ValueError("The provided xet metadata does not contain a refresh endpoint.") |
| return _fetch_xet_connection_info_with_url(file_data.refresh_route, headers) |
|
|
|
|
| @validate_hf_hub_args |
| def fetch_xet_connection_info_from_repo_info( |
| *, |
| token_type: XetTokenType, |
| repo_id: str, |
| repo_type: str, |
| revision: Optional[str] = None, |
| headers: Dict[str, str], |
| endpoint: Optional[str] = None, |
| params: Optional[Dict[str, str]] = None, |
| ) -> XetConnectionInfo: |
| """ |
| Uses the repo info to request a xet access token from Hub. |
| Args: |
| token_type (`XetTokenType`): |
| Type of the token to request: `"read"` or `"write"`. |
| repo_id (`str`): |
| A namespace (user or an organization) and a repo name separated by a `/`. |
| repo_type (`str`): |
| Type of the repo to upload to: `"model"`, `"dataset"` or `"space"`. |
| revision (`str`, `optional`): |
| The revision of the repo to get the token for. |
| headers (`Dict[str, str]`): |
| Headers to use for the request, including authorization headers and user agent. |
| endpoint (`str`, `optional`): |
| The endpoint to use for the request. Defaults to the Hub endpoint. |
| params (`Dict[str, str]`, `optional`): |
| Additional parameters to pass with the request. |
| Returns: |
| `XetConnectionInfo`: |
| The connection information needed to make the request to the xet storage service. |
| Raises: |
| [`~utils.HfHubHTTPError`] |
| If the Hub API returned an error. |
| [`ValueError`](https://docs.python.org/3/library/exceptions.html#ValueError) |
| If the Hub API response is improperly formatted. |
| """ |
| endpoint = endpoint if endpoint is not None else constants.ENDPOINT |
| url = f"{endpoint}/api/{repo_type}s/{repo_id}/xet-{token_type.value}-token/{revision}" |
| return _fetch_xet_connection_info_with_url(url, headers, params) |
|
|
|
|
| @validate_hf_hub_args |
| def _fetch_xet_connection_info_with_url( |
| url: str, |
| headers: Dict[str, str], |
| params: Optional[Dict[str, str]] = None, |
| ) -> XetConnectionInfo: |
| """ |
| Requests the xet connection info from the supplied URL. This includes the |
| access token, expiration time, and endpoint to use for the xet storage service. |
| Args: |
| url: (`str`): |
| The access token endpoint URL. |
| headers (`Dict[str, str]`): |
| Headers to use for the request, including authorization headers and user agent. |
| params (`Dict[str, str]`, `optional`): |
| Additional parameters to pass with the request. |
| Returns: |
| `XetConnectionInfo`: |
| The connection information needed to make the request to the xet storage service. |
| Raises: |
| [`~utils.HfHubHTTPError`] |
| If the Hub API returned an error. |
| [`ValueError`](https://docs.python.org/3/library/exceptions.html#ValueError) |
| If the Hub API response is improperly formatted. |
| """ |
| resp = get_session().get(headers=headers, url=url, params=params) |
| hf_raise_for_status(resp) |
|
|
| metadata = parse_xet_connection_info_from_headers(resp.headers) |
| if metadata is None: |
| raise ValueError("Xet headers have not been correctly set by the server.") |
| return metadata |
|
|