[dependabot]

Bumps the python-major group with 1 update in the / directory: huggingface-hub.

Updates huggingface-hub from 1.31.0 to 2.2.0

Release notes

Sourced from huggingface-hub's releases.

[v2.2.0] hf jobs stats snapshots, download and HfFileSystem fixes

A small release this week, mostly bug fixes and quality-of-life improvements. hf jobs stats now returns right away instead of streaming forever, concurrent downloads reliably use hf_xet, and HfFileSystem caching is more predictable. Two behavior changes are listed under Breaking changes.

📊 hf jobs stats prints a snapshot by default

hf jobs stats used to stream metrics until the job finished, so scripts and agents calling it on a running job hung until their own timeout. It now prints the latest sample of each job once and exits, like hf jobs logs and hf spaces logs. Use -f/--follow for the previous live view. Snapshot output also supports --format json|agent|quiet, which outputs the raw API metrics.

On the Python side, HfApi.fetch_job_metrics gets the same follow parameter as fetch_job_logs. It defaults to False and returns only the current sample. Pass follow=True to stream until the job completes.

>>> hf jobs stats 6ac3bd9afbc85ba6823a9ad4
JOB ID                CPU % NUM CPU MEM % MEM USAGE      NET I/O         GPU UTIL % GPU MEM % GPU MEM USAGE
--------------------- ----- ------- ----- -------------- --------------- ---------- --------- -------------
6ac3bd9afbc85ba682... 0%    2.0     0.01% 1.0MB / 16.0GB 0.0bps / 0.0bps N/A        N/A       N/A
Hint: Use `hf jobs stats -f celinah/6ac3bd9afbc85ba6823a9ad4` to follow live stats.
Stream live stats until the job completes
>>> hf jobs stats -f 6ac3bd9afbc85ba6823a9ad4

>>> from huggingface_hub import fetch_job_metrics
>>> for metrics in fetch_job_metrics(job_id=job.id, follow=True):
...     print(metrics)

Other Jobs fixes in this release: hf jobs logs and hf spaces logs without -f no longer hang while the job keeps printing, hf jobs stats no longer fails when one of the requested jobs has finished, and hf jobs stats --json prints [] when no job is running.

• [CLI] Snapshot by default in hf jobs stats, add -f/--follow by @​hanouticelina in #5090
• [CLI] Fix empty hf jobs stats --json output with no running jobs by @​hanouticelina in #5094
• [Jobs] Fix no-follow logs hanging while the job keeps printing by @​hanouticelina in #5092
• [Jobs] Ignore 406 from metrics endpoint for finished jobs by @​hanouticelina in #5091

📚 Documentation: Jobs guide

⚡ Concurrent downloads always use hf_xet

In a fresh process, the first concurrent hf_hub_download calls could read a placeholder version for hf_xet while another thread was still looking it up. Those calls treated hf_xet as missing and downloaded through the plain HTTP path. This mostly affected parallel downloads such as snapshot_download, where some of the files skipped Xet. The version lookup is now cached only once it is resolved, so every download sees the real value.

• Fix race in _get_version that makes concurrent downloads skip hf_xet by @​BramVanroy in #5102

📂 HfFileSystem cache fixes

Three fixes to how HfFileSystem caches listings and missing paths:

• ls() on a newly created empty bucket returns an empty list instead of raising FileNotFoundError.
• Directory listings are now replaced in the cache instead of appended to. Before, ls() after find() or ls(refresh=True) could return duplicate entries, refresh=True kept deleted files, and listing a single bucket file cached it as the whole folder's listing.
• exists(path, refresh=True) and invalidate_cache(path) now clear cached "not found" results. Before, a repo, branch or bucket created in the same process stayed missing until a full invalidate_cache().

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Commits

• acfdf30 Release: v2.2.0
• 193d9d9 Release: v2.2.0.rc0
• 5be3565 [Cache] Speed up delete_revisions with a set lookup (#5118)
• dab6a96 [CLI] Don't glob-expand arguments on Windows (#5117)
• cca4d3a [Download] Fix offline snapshot_download with a pinned revision (#5113)
• c6cc03e Fix argument name in raise_text_generation_error docstring (#5108)
• 8abbfe5 Fix race in _get_version that makes concurrent downloads skip hf_xet (#5102)
• bb3a875 [Docs] Fix from_pretrained integration example (#5105)
• cf992a9 [HfFileSystem] Make refresh=True clear cached not-found results (#5106)
• af74167 [Tests] Wait for bucket listings after writes (#5095)
• Additional commits viewable in compare view

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Major version update — merging is left to a human.

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Major version update — merging is left to a human.

[github-actions]

Major version update — merging is left to a human.

[github-actions]

Major version update — merging is left to a human.