# coding=utf-8 # Copyright 2022-present, the HuggingFace Inc. team. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. """Contains utilities to handle pagination on Huggingface Hub.""" from typing import Dict, Iterable, Optional import requests from . import get_session, hf_raise_for_status, logging logger = logging.get_logger(__name__) def paginate(path: str, params: Dict, headers: Dict) -> Iterable: """Fetch a list of models/datasets/spaces and paginate through results. This is using the same "Link" header format as GitHub. See: - https://requests.readthedocs.io/en/latest/api/#requests.Response.links - https://docs.github.com/en/rest/guides/traversing-with-pagination#link-header """ session = get_session() r = session.get(path, params=params, headers=headers) hf_raise_for_status(r) yield from r.json() # Follow pages # Next link already contains query params next_page = _get_next_page(r) while next_page is not None: logger.debug(f"Pagination detected. Requesting next page: {next_page}") r = session.get(next_page, headers=headers) hf_raise_for_status(r) yield from r.json() next_page = _get_next_page(r) def _get_next_page(response: requests.Response) -> Optional[str]: return response.links.get("next", {}).get("url")