import io import json import httpx from huggingface_hub import HfFileSystem, ModelCard, hf_hub_url from huggingface_hub.utils import build_hf_headers import src.constants as constants client = httpx.AsyncClient(follow_redirects=True) fs = HfFileSystem() def glob(path): paths = fs.glob(path) return paths async def load_json_file(path): url = to_url(path) r = await client.get(url) return r.json() async def load_jsonlines_file(path): url = to_url(path) r = await client.get(url, headers=build_hf_headers()) f = io.StringIO(r.text) return [json.loads(line) for line in f] def to_url(path): *repo_type, org_name, ds_name, filename = path.split("/", 3) repo_type = repo_type[0][:-1] if repo_type else None return hf_hub_url(repo_id=f"{org_name}/{ds_name}", filename=filename, repo_type=repo_type) async def load_model_card(model_id): url = to_url(f"{model_id}/README.md") r = await client.get(url) return ModelCard(r.text, ignore_metadata_errors=True) async def list_models(filtering=None): params = {} if filtering: params["filter"] = filtering r = await client.get(f"{constants.HF_API_URL}/models", params=params) return r.json()