| """Hugging Face Hub operations.""" |
|
|
| from __future__ import annotations |
|
|
| from pathlib import Path |
|
|
| from huggingface_hub import HfApi, ModelCard |
| from huggingface_hub.errors import ( |
| EntryNotFoundError, |
| RepositoryNotFoundError, |
| RevisionNotFoundError, |
| ) |
|
|
| from ..utils.exceptions import AuthenticationError, ModelCardSyncError, RepoNotFoundError, TagConflictError, UploadError |
|
|
|
|
| class HFClient: |
| def __init__(self, token: str) -> None: |
| self._token = token |
| self._api = HfApi(token=token) |
|
|
| |
| |
| |
|
|
| def ensure_repo_exists(self, repo_id: str, create: bool = False) -> None: |
| try: |
| self._api.repo_info(repo_id=repo_id, repo_type="model") |
| except RepositoryNotFoundError: |
| if create: |
| self._api.create_repo(repo_id=repo_id, repo_type="model", private=False) |
| else: |
| raise RepoNotFoundError( |
| f"HF repo '{repo_id}' not found.", |
| suggestion="Create it on huggingface.co or pass --create-repo.", |
| ) |
| except Exception as exc: |
| if "401" in str(exc) or "403" in str(exc): |
| raise AuthenticationError( |
| "HF token rejected.", |
| suggestion="Check that HF_TOKEN has write access to the repo.", |
| ) from exc |
| raise |
|
|
| |
| |
| |
|
|
| def push_model( |
| self, |
| local_path: Path, |
| repo_id: str, |
| branch: str = "main", |
| commit_message: str | None = None, |
| ignore_patterns: list[str] | None = None, |
| ) -> str: |
| """Upload a local directory to HF Hub. Returns the commit URL.""" |
| msg = commit_message or f"Upload model via hf-release" |
| try: |
| result = self._api.upload_folder( |
| folder_path=str(local_path), |
| repo_id=repo_id, |
| repo_type="model", |
| commit_message=msg, |
| revision=branch, |
| ignore_patterns=ignore_patterns or [], |
| ) |
| except RepositoryNotFoundError: |
| raise RepoNotFoundError( |
| f"HF repo '{repo_id}' not found.", |
| suggestion="Create it on huggingface.co or pass --create-repo.", |
| ) |
| except Exception as exc: |
| raise UploadError(f"Failed to upload model: {exc}") from exc |
|
|
| return result if isinstance(result, str) else str(result) |
|
|
| |
| |
| |
|
|
| def create_tag(self, repo_id: str, tag: str, message: str | None = None) -> None: |
| try: |
| self._api.create_tag( |
| repo_id=repo_id, |
| repo_type="model", |
| tag=tag, |
| tag_message=message or tag, |
| ) |
| except RevisionNotFoundError: |
| raise TagConflictError( |
| f"Could not create tag '{tag}' on HF repo '{repo_id}': revision not found.", |
| suggestion="Make sure the model was pushed before tagging.", |
| ) |
| except Exception as exc: |
| if "already exists" in str(exc).lower(): |
| |
| return |
| raise TagConflictError(f"Failed to create HF tag '{tag}': {exc}") from exc |
|
|
| |
| |
| |
|
|
| def get_model_card(self, repo_id: str) -> ModelCard | None: |
| try: |
| path = self._api.hf_hub_download( |
| repo_id=repo_id, |
| filename="README.md", |
| repo_type="model", |
| ) |
| return ModelCard.load(path) |
| except EntryNotFoundError: |
| return None |
| except RepositoryNotFoundError: |
| raise RepoNotFoundError(f"HF repo '{repo_id}' not found.") |
| except Exception as exc: |
| raise ModelCardSyncError(f"Failed to fetch model card: {exc}") from exc |
|
|
| def push_model_card(self, card: ModelCard, repo_id: str) -> None: |
| try: |
| card.push_to_hub(repo_id, token=self._token) |
| except Exception as exc: |
| raise ModelCardSyncError(f"Failed to push model card to HF: {exc}") from exc |
|
|