huggingface/huggingface_hub v0.10.0

v0.10.0: Modelcards, cache management and more

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Modelcards

Contribution from @nateraw to integrate the work done on Modelcards and DatasetCards (from nateraw/modelcards) directly in huggingface_hub.

>>> from huggingface_hub import ModelCard

>>> card = ModelCard.load('nateraw/vit-base-beans')
>>> card.data.to_dict()
{'language': 'en', 'license': 'apache-2.0', 'tags': ['generated_from_trainer', 'image-classification'],...}

Related commits

• Add additional repo card utils from modelcards repo by @nateraw in #940
• Add regression test for empty modelcard update by @Wauplin in #1060
• Add template variables to dataset card template by @nateraw in #1068
• Further clarifying Model Card sections by @meg-huggingface in #1052
• Create modelcard if doesn't exist on update_metadata by @Wauplin in #1061

Related documentation

• Creating and Sharing Model Cards
• Repository Cards

Cache management (huggingface-cli scan-cache and huggingface-cli delete-cache)

New commands in huggingface-cli to scan and delete parts of the cache. Goal is to manage the cache-system the same way for any dependent library that uses huggingface_hub. Only the new cache-system format is supported.

➜ huggingface-cli scan-cache
REPO ID                     REPO TYPE SIZE ON DISK NB FILES LAST_ACCESSED LAST_MODIFIED REFS                LOCAL PATH
--------------------------- --------- ------------ -------- ------------- ------------- ------------------- -------------------------------------------------------------------------
glue                        dataset         116.3K       15 4 days ago    4 days ago    2.4.0, main, 1.17.0 /home/wauplin/.cache/huggingface/hub/datasets--glue
google/fleurs               dataset          64.9M        6 1 week ago    1 week ago    refs/pr/1, main     /home/wauplin/.cache/
(...)

Done in 0.0s. Scanned 6 repo(s) for a total of 3.4G.
Got 1 warning(s) while scanning. Use -vvv to print details.

Related commits

• Feature: add an utility to scan cache by @Wauplin in #990
• Utility to delete revisions by @Wauplin in #1035
• 1025 add time details to scan cache by @Wauplin in #1045
• Fix scan cache failure when cached snapshot is empty by @Wauplin in #1054
• 1025 huggingface-cli delete-cache command by @Wauplin in #1046
• Sort repos/revisions by age in delete-cache by @Wauplin in #1063

Related documentation

• Manage huggingface_hub cache-system
• Cache-system reference

Better error handling (and http-related stuff)

HTTP calls to the Hub have been harmonized to behave the same across the library.

Major differences are:

• Unified way to handle HTTP errors using hf_raise_for_status (more informative error message)
• Auth token is always sent by default when a user is logged in (see documentation).
• package versions are sent as user-agent header for telemetry (python, huggingface_hub, tensorflow, torch,...). It was already the case for hf_hub_download.

Related commits

• Always send the cached token when user is logged in by @Wauplin in #1064
• Add user agent to all requests with huggingface_hub version (and other) by @Wauplin in #1075
• [Repository] Add better error message by @patrickvonplaten in #993
• Clearer HTTP error messages in huggingface_hub by @Wauplin in #1019
• Handle backoff on HTTP 503 error when pushing repeatedly by @Wauplin in #1038

Breaking changes

1. For consistency, the return type of create_commit has been modified. This is a breaking change, but we hope the return type of this method was never used (quite recent and niche output type).

• Return more information in create_commit output by @Wauplin in #1066

1. Since repo_id is now validated using @validate_hf_hub_args (see below), a breaking change can be caused if repo_id was previously miused. A HFValidationError is now raised if repo_id is not valid.

Miscellaneous improvements

Add support for autocomplete

• Add autocomplete + tests + type checking by @Wauplin in #1041

http-based push_to_hub_fastai

• Add changes for push_to_hub_fastai to use the new http-based approach. by @nandwalritik in #1040

Check if a file is cached

• try_to_load_from_cache returns cached non-existence by @sgugger in #1039

Get file metadata (commit hash, etag, location) without downloading

• Add get_hf_file_metadata to fetch metadata from the Hub by @Wauplin in #1058

Validate arguments using @validate_hf_hub_args

• Add validator for repo id + decorator to validate arguments in huggingface_hub by @Wauplin in #1029
• Remove repo_id validation in hf_hub_url and hf_hub_download by @Wauplin in #1031

⚠️ This is a breaking change if repo_id was previously misused ⚠️

Related documentation:

• Utilities#Validators

Documentation updates

• Fix raise syntax: remove markdown bullet point by @mishig25 in #1034
• docs render tree correctly by @mishig25 in #1070

Deprecations

• ENH Deprecate clone_from behavior by @merveenoyan in #952
• 🗑 Deprecate token in read-only methods of HfApi in favor of use_auth_token by @SBrandeis in #928
• Remove legacy helper 'install_lfs_in_userspace' by @Wauplin in #1059
• 1055 deprecate private and repo type in repository class by @Wauplin in #1057

Bugfixes & small improvements

• Consider empty subfolder as None in hf_hub_url and hf_hub_download by @Wauplin in #1021
• enable http request retry under proxy by @MrZhengXin in #1022
• Add securityStatus to ModelInfo object with default value None. by @Wauplin in #1026
• 👽️ Add size parameter for lfsFiles when committing on the hub by @coyotte508 in #1048
• Use /models/ path for api call to update settings by @Wauplin in #1049
• Globally set git credential.helper to store in google colab by @Wauplin in #1053
• FIX notebook login by @Wauplin in #1073

Windows-specific bug fixes

• Fix default cache on windows by @thomwolf in #1069
• Degraded but fully working cache-system when symlinks are not supported by @Wauplin in #1067
• Check symlinks support per directory instead of globally by @Wauplin in #1077