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FastAPI framework, high performance, easy to learn, fast to code, ready for production

Latest Releases

0.132.0
0.132.0
Published: 2026-02-23 17:55 UTC
Breaking Changes
  • 🔒️ Add strict_content_type checking for JSON requests. PR #14978 by @tiangolo.
    • Now FastAPI checks, by default, that JSON requests have a Content-Type header with a valid JSON value, like application/json, and rejects requests that don't.
    • If the clients for your app don't send a valid Content-Type header you can disable this with strict_content_type=False.
    • Check the new docs: Strict Content-Type Checking.
Internal
Author: tiangolo View Release →
0.131.0
0.131.0
Published: 2026-02-22 16:37 UTC
Author: tiangolo View Release →
0.130.0
0.130.0
Published: 2026-02-22 16:19 UTC
Features
  • ✨ Serialize JSON response with Pydantic (in Rust), when there's a Pydantic return type or response model. PR #14962 by @tiangolo.
Author: tiangolo View Release →
0.129.2
0.129.2
Published: 2026-02-21 17:25 UTC
Internal
Author: tiangolo View Release →
0.129.1
0.129.1
Published: 2026-02-21 13:09 UTC
Fixes
Docs
Translations

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Author: tiangolo View Release →
The Kubernetes Package Manager

Latest Releases

Helm v4.1.1
4.1.1
Published: 2026-02-09 18:33 UTC

Helm v4.1.1 is a patch release. Users are encouraged to upgrade for the best experience.

The community keeps growing, and we'd love to see you there!

  • Join the discussion in Kubernetes Slack:
  • for questions and just to hang out
  • for discussing PRs, code, and bugs
  • Hang out at the Public Developer Call: Thursday, 9:30 Pacific via Zoom
  • Test, debug, and contribute charts: ArtifactHub/packages

Notable Changes

  • fix: fine-grained context options for waiting #31735
  • fix: kstatus do not wait forever on failed resources #31730
  • fix: Revert "Consider GroupVersionKind when matching resources" #31772
  • fix: handle nil elements in slice copying #31751

Installation and Upgrading

Download Helm v4.1.1. The common platform binaries are here:

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Author: gjenkins8 View Release →
Helm v4.1.0
4.1.0
Published: 2026-01-21 22:31 UTC

Helm v4.1.0 is a feature release. Users are encouraged to upgrade for the best experience.

The community keeps growing, and we'd love to see you there!

  • Join the discussion in Kubernetes Slack:
  • for questions and just to hang out
  • for discussing PRs, code, and bugs
  • Hang out at the Public Developer Call: Thursday, 9:30 Pacific via Zoom
  • Test, debug, and contribute charts: ArtifactHub/packages

Notable Changes

  • Feature: added chart name to dependency logs, namespace to resource waiting logs, and confirmation message when all resources are ready #31530
  • Feature: improved plugin name validation error messages and field name detection #31491
  • Feature: improved the --wait flag by allowing explicit strategy selection (including explicit --wait=hookOnly) and preventing SDK timeout errors when timeout is not specified #31421
  • Feature: allow concurrent dependency build with atomic file write #30984
  • Feature: added a --no-headers flag to the 'helm repo list' command, allowing users to suppress table headers in the output. Useful for scripting and automation #31448
  • SDK feature: added a LoadArchive to common loader #31462
  • SDK feature: introduced support for custom kstatus readers #31706
  • Fixed bug where a plugin name could already be used by another command #31427
  • Fixed bug where --server-side flag was not passed to install when using upgrade --install #31635
  • Fixed bug where HELM_ environment variables were not

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Author: scottrigby View Release →
Helm v3.20.0
3.20.0
Published: 2026-01-21 23:27 UTC

Helm v3.20.0 is a feature release. Users are encouraged to upgrade for the best experience.

The community keeps growing, and we'd love to see you there!

  • Join the discussion in Kubernetes Slack:
  • for questions and just to hang out
  • for discussing PRs, code, and bugs
  • Hang out at the Public Developer Call: Thursday, 9:30 Pacific via Zoom
  • Test, debug, and contribute charts: ArtifactHub/packages

Notable Changes

  • SDK: bump k8s API versions to v0.35.0
  • v3 backport: Fixed a bug where helm uninstall with --keep-history did not suspend previous deployed releases https://github.com/helm/helm/pull/12564
  • v3 backport: Bump Go version to v1.25

Installation and Upgrading

Download Helm v3.20.0. The common platform binaries are here:

  • MacOS amd64 (checksum / 724aef60f737ca73cfcc77924219dbfb229dde8492b2722cb372da617fd77367)
  • MacOS arm64 (checksum / 1cb8022ef9c88026adf236cbdf02a80bf7678632d1c39d3d8045e815959ab20e)
  • Linux amd64 (checksum / dbb4c8fc8e19d159d1a63dda8db655f9ffa4aac1b9a6b188b34a40957119b286)
  • Linux arm (checksum / e66b9bcb51130f372b4750b2da83679e59d04633bfa825a1936c0b1039035bf0)
  • Linux arm64 (checksum / bfb14953295d5324d47ab55f3dfba6da28d46c848978c8fbf412d4271bdc29f1)
  • [Linux i386](https://get.helm.sh/helm-v3.20.0-

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Author: scottrigby View Release →
Helm v4.0.5
4.0.5
Published: 2026-01-14 23:46 UTC

Helm v4.0.5 is a patch release. Users are encouraged to upgrade for the best experience.

The community keeps growing, and we'd love to see you there!

  • Join the discussion in Kubernetes Slack:
  • for questions and just to hang out
  • for discussing PRs, code, and bugs
  • Hang out at the Public Developer Call: Thursday, 9:30 Pacific via Zoom
  • Test, debug, and contribute charts: ArtifactHub/packages

Notable Changes

  • Fixed bug where helm uninstall with --keep-history did not suspend previous deployed releases #12556
  • Fixed rollback error when a manifest is removed in a failed upgrade #13437
  • Fixed check to ensure CLI plugin does not load with the same name as an existing Helm command
  • Fixed helm test --logs failure with hook-delete-policy "hook-failed" or "hook-succeed" #9098
  • Fixed a bug where empty dependency lists were incorrectly treated as present
  • Fixed a bug where the watch library did not only watch namespaces associated with the objects
  • Fixed regression in downloader plugins environment variables #31612
  • Fixed bug where --server-side flag is not respected with helm upgrade --install #31627
  • For SDK users: exposed KUBECONFIG to env

Installation and Upgrading

Download Helm v4.0.5. The common platform binaries are here:

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Author: scottrigby View Release →
Helm v3.19.5
3.19.5
Published: 2026-01-15 00:30 UTC

Helm v3.19.5 is a patch release. Users are encouraged to upgrade for the best experience.

The community keeps growing, and we'd love to see you there!

  • Join the discussion in Kubernetes Slack:
  • for questions and just to hang out
  • for discussing PRs, code, and bugs
  • Hang out at the Public Developer Call: Thursday, 9:30 Pacific via Zoom
  • Test, debug, and contribute charts: ArtifactHub/packages

Notable Changes

  • Fixed bug where removing subchart value via override resulted in warning #31118
  • Fixed bug where helm uninstall with --keep-history did not suspend previous deployed releases https://github.com/helm/helm/issues/12556

Installation and Upgrading

Download Helm v3.19.5. The common platform binaries are here:

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Author: scottrigby View Release →
The Missing Package Manager for macOS (or Linux)

Latest Releases

5.0.15
5.0.15
Published: 2026-02-23 09:02 UTC

What's Changed

  • Remove unnecessary T.let from literal declarations by @dduugg in https://github.com/Homebrew/brew/pull/21542
  • bump-cask-pr: add basic throttle handling by @samford in https://github.com/Homebrew/brew/pull/21548
  • Enable strict typing in Homebrew::TestBot, redux by @dduugg in https://github.com/Homebrew/brew/pull/21539
  • Avoid consecutive spaces in a message by @muzimuzhi in https://github.com/Homebrew/brew/pull/21541
  • refactor(bundle): read Brewfile once in run() by @AbdelrahmanHafez in https://github.com/Homebrew/brew/pull/21537
  • Revert "Enable strict typing in Homebrew::TestBot, redux" by @bevanjkay in https://github.com/Homebrew/brew/pull/21549
  • Respect SimulateSystem in FormulaStructGenerator by @Rylan12 in https://github.com/Homebrew/brew/pull/21552
  • cask/cask: rescue with no method by @bevanjkay in https://github.com/Homebrew/brew/pull/21553
  • Remove legacy CLI parser fallbacks and streamline command handling by @hyuraku in https://github.com/Homebrew/brew/pull/21546
  • Bundle: use full formula name for upgrade checks by @ooye-sanket in https://github.com/Homebrew/brew/pull/21554
  • docs: Modernize GitHub Pages deployment by @p-linnane in https://github.com/Homebrew/brew/pull/21555
  • ast_constants: add compatibility_version by @p-linnane in https://github.com/Homebrew/brew/pull/21561
  • build(deps): bump the github-actions group with 2 updates by @dependabot[bot] in https://github.com/Homebrew/brew/pull/21563
  • docs: fix missing Governance link titles by @p-linnane in https://github.com/Homebrew/brew/pull/2157

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Author: github-actions[bot] View Release →
5.0.14
5.0.14
Published: 2026-02-09 09:03 UTC

What's Changed

  • Fix: Expose curl error details with HOMEBREW_DOWNLOAD_CONCURRENCY by @ooye-sanket in https://github.com/Homebrew/brew/pull/21483
  • cask/test: create cask installer stub by @bevanjkay in https://github.com/Homebrew/brew/pull/21441
  • Remove most formula stub references by @Rylan12 in https://github.com/Homebrew/brew/pull/21493
  • HeaderMatch: add content parameter, expand tests by @samford in https://github.com/Homebrew/brew/pull/21491
  • Fix Cleanup.stale_version? logic by @dduugg in https://github.com/Homebrew/brew/pull/21497
  • test/cask/dsl_spec: use cask installer stub by @bevanjkay in https://github.com/Homebrew/brew/pull/21498
  • cask/artifact/abstract_uninstall: type fixes by @bevanjkay in https://github.com/Homebrew/brew/pull/21499
  • Add aliases and renames to internal API by @Rylan12 in https://github.com/Homebrew/brew/pull/21492
  • Optionally load formulae from the internal API by @Rylan12 in https://github.com/Homebrew/brew/pull/21495
  • ExtractPlist: add content parameter by @samford in https://github.com/Homebrew/brew/pull/21494
  • os/mac/keg_relocate: be stricter about preferred_perl by @MikeMcQuaid in https://github.com/Homebrew/brew/pull/21501
  • Add add'l rescue for Utils.gain_permissions_rmdir by @dduugg in https://github.com/Homebrew/brew/pull/21508
  • test_bot/bottles_fetch: fetch bottles in parallel. by @MikeMcQuaid in https://github.com/Homebrew/brew/pull/21503
  • Add CLAUDE.md by @chenrui333 in https://github.com/Homebrew/brew/pull/21504
  • Add AI assistance checkbox to PR template by [@MikeMcQu

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Author: github-actions[bot] View Release →
5.0.13
5.0.13
Published: 2026-02-02 09:34 UTC

What's Changed

  • Remove computable elements from FormulaStruct by @Rylan12 in https://github.com/Homebrew/brew/pull/21454
  • utils/popen: enable typed: strict by @dduugg in https://github.com/Homebrew/brew/pull/21446
  • cask/list: move tap_and_name_comparison from kernel by @dduugg in https://github.com/Homebrew/brew/pull/21452
  • workflows/release: create an unversioned .pkg by @p-linnane in https://github.com/Homebrew/brew/pull/21448
  • cmd/bundle: fix typo in ENV variable name. by @MikeMcQuaid in https://github.com/Homebrew/brew/pull/21458
  • dev-cmd/release: add more links. by @MikeMcQuaid in https://github.com/Homebrew/brew/pull/21457
  • Extract FormulaStruct generator by @Rylan12 in https://github.com/Homebrew/brew/pull/21455
  • livecheck/strategy/extract_plist: enable livecheck url options by @bevanjkay in https://github.com/Homebrew/brew/pull/21335
  • utils/curl: utils/curl: don't check contents of large files by @bevanjkay in https://github.com/Homebrew/brew/pull/21443
  • rubocop: add more StrictSigil exclusions by @p-linnane in https://github.com/Homebrew/brew/pull/21463
  • cask/audit: don't expand full pkg in min_os audit by @bevanjkay in https://github.com/Homebrew/brew/pull/21465
  • cask/audit: use highest min_os value by @bevanjkay in https://github.com/Homebrew/brew/pull/21466
  • Fix handling of HOMEBREW_CURLRC in update.sh to support custom config paths by @brc-dd in https://github.com/Homebrew/brew/pull/21462
  • dev-cmd/bump-cask-pr: add autobump audit exceptions by @bevanjkay in https://github.com/Homebrew/brew/pull/21467

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Author: github-actions[bot] View Release →
5.0.12
5.0.12
Published: 2026-01-26 08:56 UTC

What's Changed

  • Homebrew-Governance: cleanup. by @MikeMcQuaid in https://github.com/Homebrew/brew/pull/21420
  • cmd/version-install: add new command. by @MikeMcQuaid in https://github.com/Homebrew/brew/pull/21418
  • tests: speed up more cask tests by @bevanjkay in https://github.com/Homebrew/brew/pull/21427
  • download_strategy: fallback to Content-Range for file size by @shfc in https://github.com/Homebrew/brew/pull/21431
  • deps: enable Sorbet strict typing by @dduugg in https://github.com/Homebrew/brew/pull/21430
  • style: fix caching not working if cache directory doesn't already exist by @Bo98 in https://github.com/Homebrew/brew/pull/21433
  • dev-cmd/formula-analytics: fix non-standard prefix display by @p-linnane in https://github.com/Homebrew/brew/pull/21435
  • build(deps): bump the github-actions group with 2 updates by @dependabot[bot] in https://github.com/Homebrew/brew/pull/21438
  • build(deps): bump the bundler group across 1 directory with 5 updates by @dependabot[bot] in https://github.com/Homebrew/brew/pull/21439
  • cask/audit: fix edge case by @bevanjkay in https://github.com/Homebrew/brew/pull/21437
  • docs/FAQ: Remove Mountain Lion reference by @p-linnane in https://github.com/Homebrew/brew/pull/21440
  • Remove pre-Sierra locale workaround by @p-linnane in https://github.com/Homebrew/brew/pull/21442
  • Symbolize dependency hash in FormulaStruct by @Rylan12 in https://github.com/Homebrew/brew/pull/21428
  • Enable strict typing in descriptions & search by @dduugg in https://github.com/Homebrew/brew/pull/21444
  • update-report: use `Version

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Author: github-actions[bot] View Release →
5.0.11
5.0.11
Published: 2026-01-19 08:37 UTC

What's Changed

  • CONTRIBUTING: revamp based on current practice. by @MikeMcQuaid in https://github.com/Homebrew/brew/pull/21391
  • info: highlight formula and cask installation status (✔/✘) by @HaraldNordgren in https://github.com/Homebrew/brew/pull/21386
  • cask/dsl/depends_on: fix shape variation warning by @p-linnane in https://github.com/Homebrew/brew/pull/21393
  • formula_creator: use brewed Ruby by @p-linnane in https://github.com/Homebrew/brew/pull/21395
  • dev-cmd/typecheck: fix Ruby version conflict in sigil bump by @p-linnane in https://github.com/Homebrew/brew/pull/21394
  • migrator: typed: strict by @hyuraku in https://github.com/Homebrew/brew/pull/21269
  • cmd/bundle: don't raise UsageError when using environment variables. by @MikeMcQuaid in https://github.com/Homebrew/brew/pull/21398
  • extend/os/linux/formula: fix valid_platform? for macOS requirements by @p-linnane in https://github.com/Homebrew/brew/pull/21401
  • cmd/source: support PyPI packages by @botantony in https://github.com/Homebrew/brew/pull/21404
  • dev-cmd/formula-analytics: filter tap_name client-side by @p-linnane in https://github.com/Homebrew/brew/pull/21403
  • formula_installer: fix post_install with --skip-link by @p-linnane in https://github.com/Homebrew/brew/pull/21402
  • Revert "dev-cmd/formula-analytics: filter tap_name client-side" by @p-linnane in https://github.com/Homebrew/brew/pull/21405
  • linkage_checker: treat indirect deps as general test failure by @p-linnane in https://github.com/Homebrew/brew/pull/21407
  • bundle: write to tab through the wrapper by @Bo98 in https://github.co

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Author: github-actions[bot] View Release →
Production-Grade Container Scheduling and Management

Latest Releases

v1.35.1
1.35.1
Published: 2026-02-10 19:03 UTC

See kubernetes-announce@. Additional binary downloads are linked in the CHANGELOG.

See the CHANGELOG for more details.

Author: k8s-release-robot View Release →
v1.34.4
1.34.4
Published: 2026-02-10 19:04 UTC

See kubernetes-announce@. Additional binary downloads are linked in the CHANGELOG.

See the CHANGELOG for more details.

Author: k8s-release-robot View Release →
v1.33.8
1.33.8
Published: 2026-02-10 19:05 UTC

See kubernetes-announce@. Additional binary downloads are linked in the CHANGELOG.

See the CHANGELOG for more details.

Author: k8s-release-robot View Release →
v1.32.12
1.32.12
Published: 2026-02-10 19:06 UTC

See kubernetes-announce@. Additional binary downloads are linked in the CHANGELOG.

See the CHANGELOG for more details.

Author: k8s-release-robot View Release →
v1.36.0-alpha.1
1.36.0-alpha.1 (Pre-release)
Published: 2026-02-06 22:38 UTC

See kubernetes-announce@. Additional binary downloads are linked in the CHANGELOG.

See the CHANGELOG for more details.

Author: k8s-release-robot View Release →
Dataframes powered by a multithreaded, vectorized query engine, written in Rust

Latest Releases

Rust Polars 0.53.0
rs-0.53.0
Published: 2026-02-09 09:16 UTC

🏆 Highlights

  • Add Extension types (#25322)

🚀 Performance improvements

  • Don't always rechunk on gather of nested types (#26478)
  • Enable zero-copy object_store put upload for IPC sink (#26288)
  • Resolve file schema's and metadata concurrently (#26325)
  • Run elementwise CSEE for the streaming engine (#26278)
  • Disable morsel splitting for fast-count on streaming engine (#26245)
  • Implement streaming decompression for scan_ndjson and scan_lines (#26200)
  • Improve string slicing performance (#26206)
  • Refactor scan_delta to use python dataset interface (#26190)
  • Add dedicated kernel for group-by arg_max/arg_min (#26093)
  • Add streaming merge-join (#25964)
  • Generalize Bitmap::new_zeroed opt for Buffer::zeroed (#26142)
  • Reduce fs stat calls in path expansion (#26173)
  • Lower streaming group_by n_unique to unique().len() (#26109)
  • Speed up SQL interface "UNION" clauses (#26039)
  • Speed up SQL interface "ORDER BY" clauses (#26037)
  • Add fast kernel for is_nan and use it for numpy NaN->null conversion (#26034)
  • Optimize ArrayFromIter implementations for ObjectArray (#25712)
  • New streaming NDJSON sink pipeli

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Author: github-actions[bot] View Release →
Python Polars 1.38.1
py-1.38.1
Published: 2026-02-06 18:13 UTC

✨ Enhancements

  • Add get() to retrieve a byte from binary data (#26454)
  • Remove with_context in SQL lowering (#26416)

🐞 Bug fixes

  • Do not overwrite used names in cluster_with_columns pushdown (#26467)
  • Do not mark output of concat_str on multiple inputs as sorted (#26468)
  • Fix CSV schema inference content line duplication bug (#26452)
  • Fix InvalidOperationError using scan_delta with filter (#26448)
  • Alias giving missing column after streaming GroupBy CSE (#26447)
  • Ensure by_name selector selects only names (#26437)
  • Restore compatibility of strings written to parquet with pyarrow filter (#26436)
  • Update schema in cluster_with_columns optimization (#26430)
  • Fix negative slice in groups slicing (#26442)
  • Don't run CPU check on aarch64 musl (#26439)
  • Fixed annotations shadowed by class methods (#26356)
  • Remove the POLARS_IDEAL_MORSEL_SIZE monkeypatching in the parametric merge-join test (#26418)
  • Fix selector match patterns for multiline column names (#26320)

📖 Documentation

  • Add sink_delta to API reference (#26446)

🛠️ Other improvements

  • Cleanup unused attributes in optimizer (#26464)
  • Use Expr::Display as catch all for IR - DSL asymmetry ([#26471]

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Author: github-actions[bot] View Release →
Python Polars 1.38.0
py-1.38.0
Published: 2026-02-04 12:01 UTC

⚠️ Deprecations

  • Deprecate retries=n in favor of storage_options={"max_retries": n} (#26155)

🚀 Performance improvements

  • Enable zero-copy object_store put upload for IPC sink (#26288)
  • Resolve file schema's and metadata concurrently (#26325)
  • Run elementwise CSEE for the streaming engine (#26278)
  • Disable morsel splitting for fast-count on streaming engine (#26245)
  • Implement streaming decompression for scan_ndjson and scan_lines (#26200)
  • Improve string slicing performance (#26206)
  • Refactor scan_delta to use python dataset interface (#26190)
  • Add dedicated kernel for group-by arg_max/arg_min (#26093)
  • Add streaming merge-join (#25964)
  • Generalize Bitmap::new_zeroed opt for Buffer::zeroed (#26142)
  • Reduce fs stat calls in path expansion (#26173)
  • Lower streaming group_by n_unique to unique().len() (#26109)

✨ Enhancements

  • Avoid OOM for scan_ndjson and scan_lines if input is compressed and negative slice (#26396)
  • Support annoymous agg in-mem (#26376)
  • Add unstable arrow_schema parameter to sink_parquet (#26323)
  • Improve error message formatting for structs (#26349)
  • Remove parquet field overwrites ([#26236](https://github.com/owner/repo/issues/2

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Author: github-actions[bot] View Release →
Python Polars 1.37.1
py-1.37.1
Published: 2026-01-12 23:27 UTC

🚀 Performance improvements

  • Speed up SQL interface "UNION" clauses (#26039)

🐞 Bug fixes

  • Optimize slicing support on compressed IPC (#26071)
  • CPU check for musl builds (#26076)
  • Propagate C Stream import errors instead of panicking (#26036)
  • Fix slicing on compressed IPC (#26066)

📖 Documentation

  • Clarify min_by/max_by behavior on ties (#26077)

🛠️ Other improvements

  • Mark top slow normal tests as slow (#26080)
  • Update breaking deps (#26055)
  • Fix for upstream url bug and update deps (#26052)
  • Properly pin chrono (#26051)
  • Don't run rust doctests (#26046)
  • Update deps (#26042)
  • Ignore very slow test (#26041)

Thank you to all our contributors for making this release possible!
@Voultapher, @alexander-beedie, @kdn36, @nameexhaustion, @orlp, @ritchie46 and @wtn

Author: github-actions[bot] View Release →
Python Polars 1.37.0
py-1.37.0
Published: 2026-01-10 12:28 UTC

🚀 Performance improvements

  • Speed up SQL interface "ORDER BY" clauses (#26037)
  • Add fast kernel for is_nan and use it for numpy NaN->null conversion (#26034)
  • Optimize ArrayFromIter implementations for ObjectArray (#25712)
  • New streaming NDJSON sink pipeline (#25948)
  • New streaming CSV sink pipeline (#25900)
  • Dispatch partitioned usage of sink_* functions to new-streaming by default (#25910)
  • Replace ryu with faster zmij (#25885)
  • Reduce memory usage for .item() count in grouped first/last (#25787)
  • Skip schema inference if schema provided for scan_csv/ndjson (#25757)
  • Add width-aware chunking to prevent degradation with wide data (#25764)
  • Use new sink pipeline for write/sink_ipc (#25746)
  • Reduce memory usage when scanning multiple parquet files in streaming (#25747)
  • Don't call cluster_with_columns optimization if not needed (#25724)

✨ Enhancements

  • Add new pl.PartitionBy API (#26004)
  • ArrowStreamExportable and sink_delta (#25994)
  • Release musl builds (#25894)
  • Implement streaming decompression for CSV COUNT(*) fast path (#25988)
  • Add nulls support for rolling_mean_by (#25917)
  • Add lazy collect_all ([#2599

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Author: github-actions[bot] View Release →
An extremely fast Python linter and code formatter, written in Rust

Latest Releases

0.15.2
0.15.2
Published: 2026-02-19 22:33 UTC

Release Notes

Released on 2026-02-19.

Preview features

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Author: github-actions[bot] View Release →
0.15.1
0.15.1
Published: 2026-02-13 04:56 UTC

Release Notes

Released on 2026-02-12.

Preview features

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Author: github-actions[bot] View Release →
0.15.0
0.15.0
Published: 2026-02-03 17:55 UTC

Release Notes

Released on 2026-02-03.

Check out the blog post for a migration guide and overview of the changes!

Breaking changes
  • Ruff now formats your code according to the 2026 style guide. See the formatter section below or in the blog post for a detailed list of changes.

  • The linter now supports block suppression comments. For example, to suppress N803 for all parameters in this function:

    ```python

    ruff: disable[N803]

    def foo(
    legacyArg1,
    legacyArg2,
    legacyArg3,
    legacyArg4,
    ): ...

    ruff: enable[N803]

    ```

    See the documentation for more details.

  • The ruff:alpine Docker image is now based on Alpine 3.23 (up from 3.21).

  • The ruff:debian and ruff:debian-slim Docker images are now based on Debian 13 "Trixie" instead of Debian 12 "Bookworm."

  • Binaries for the ppc64 (64-bit big-endian PowerPC) architecture are no longer included in our releases. It should still be possible to build Ruff manually for this platform, if needed.

  • Ruff now resolves all extended configuration files before falling back on a default Python version.

Stabilization

The following rules have been stabilized and are no longer in preview:

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0.14.14
0.14.14
Published: 2026-01-22 22:31 UTC

Release Notes

Released on 2026-01-22.

Preview features
Bug fixes
Rule changes

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0.14.13
0.14.13
Published: 2026-01-15 20:16 UTC

Release Notes

Released on 2026-01-15.

This is a follow-up release to 0.14.12. Because of an issue publishing the WASM packages, there is no GitHub release or Git tag for 0.14.12, although the package was published to PyPI. The contents of the 0.14.13 release are identical to 0.14.12.

0.14.12

Preview features
Bug fixes
Rule changes
Documentation

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Typer, build great CLIs. Easy to code. Based on Python type hints

Latest Releases

0.24.1
0.24.1
Published: 2026-02-21 16:54 UTC
Internal

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0.24.0
0.24.0
Published: 2026-02-16 22:08 UTC
Author: tiangolo View Release →
0.23.1
0.23.1
Published: 2026-02-13 10:04 UTC
Fixes
Docs
Internal
Author: tiangolo View Release →
0.23.0
0.23.0
Published: 2026-02-11 15:22 UTC
Breaking Changes
Docs
Internal
Author: tiangolo View Release →
0.22.0
0.22.0
Published: 2026-02-11 11:00 UTC
Breaking Changes
Author: tiangolo View Release →
Faster way to switch between clusters and namespaces in kubectl

Latest Releases

v0.9.5
0.9.5
Published: 2023-07-14 03:24 UTC

Changelog

  • 92e5b5f Release v0.9.5
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v0.9.4
0.9.4
Published: 2021-07-06 22:32 UTC

Changelog

979012e Release v0.9.4

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v0.9.3
0.9.3
Published: 2021-02-26 19:41 UTC

Changelog

3504e66 Provide binary release for darwin/arm64

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v0.9.2
0.9.2
Published: 2021-02-24 19:27 UTC

Changelog

55548e1 Release v0.9.2

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v0.9.1
0.9.1
Published: 2020-06-30 20:07 UTC

NOTE: The stable versions of kubectx and kubens are the Bash script implementations (i.e. the ./kubectx and ./kubens files below). Go-based implementations are still unstable and are work-in-progress.

Changelog

  • [Go implementation] Fix typo in kubens --help
  • [Go implementation] Release binaries for arm64 (armv8) and armhf (armv6), armv7
  • [Go implementation] Fix colorized outputs on windows
  • [Go implementation] Handle context names with : character (e.g. AWS EKS)
  • [Go implementation] Switching with kubens no longer requires "List Namespace" permissions
  • [Go implementation] Fix messages while interactively switching context with fzf(1).

Known Issues

  • [Go implementation] kubectx: doesn't work with multiple kubeconfig files (#211)
  • [Go implementation] kubens: doesn't work with kubeconfig files that have relative file paths (#229)
  • [Go implementation] kubectx: 240
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An extremely fast Python package and project manager, written in Rust

Latest Releases

0.10.5
0.10.5
Published: 2026-02-24 04:06 UTC

Release Notes

Released on 2026-02-23.

Enhancements
Performance
Bug fixes

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0.10.4
0.10.4
Published: 2026-02-17 22:04 UTC

Release Notes

Released on 2026-02-17.

Enhancements
Bug fixes

Install uv 0.10.4

Install prebuilt binaries via shell script
curl --proto '=https' --tlsv1.2 -LsSf https://github.com/astral-sh/uv/releases/download/0.10.4/uv-installer.sh | sh
Install prebuilt binaries via powershell script
powershell -ExecutionPolicy Bypass -c "irm https://github.com/astral-sh/uv/releases/download/0.10.4/uv-installer.ps1 | iex"

Download uv 0.10.4

File Platform Checksum
uv-aarch64-apple-darwin.tar.gz Apple Silicon macOS checksum
uv-x86_64-apple-darwin.tar.gz Intel macOS checksum
[uv-a

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0.10.3
0.10.3
Published: 2026-02-16 11:28 UTC

Release Notes

Released on 2026-02-16.

Python
  • Add CPython 3.15.0a6
Enhancements
Preview features
Bug fixes
Documentation
  • Reference De

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0.10.2
0.10.2
Published: 2026-02-10 19:20 UTC

Release Notes

Released on 2026-02-10.

Enhancements
Bug fixes

Install uv 0.10.2

Install prebuilt binaries via shell script
curl --proto '=https' --tlsv1.2 -LsSf https://github.com/astral-sh/uv/releases/download/0.10.2/uv-installer.sh | sh
Install prebuilt binaries via powershell script
powershell -ExecutionPolicy Bypass -c "irm https://github.com/astral-sh/uv/releases/download/0.10.2/uv-installer.ps1 | iex"

Download uv 0.10.2

File Platform Checksum
uv-aarch64-apple-darwin.tar.gz Apple Silicon macOS checksum
uv-x86_64-apple-darwin.tar.gz Intel macOS checksum
uv-aarch64-pc-windows-msvc.zip ARM64 Windows checksum
uv-i686-pc-windows-msvc.zip x86 Windows checksum
uv-x86_64-pc-windows-msvc.zip x64 Windows [

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0.10.1
0.10.1
Published: 2026-02-10 11:50 UTC

Release Notes

Released on 2026-02-10.

Enhancements
Documentation

Install uv 0.10.1

Install prebuilt binaries via shell script
curl --proto '=https' --tlsv1.2 -LsSf https://github.com/astral-sh/uv/releases/download/0.10.1/uv-installer.sh | sh
Install prebuilt binaries via powershell script
powershell -ExecutionPolicy Bypass -c "irm https://github.com/astral-sh/uv/releases/download/0.10.1/uv-installer.ps1 | iex"

Download uv 0.10.1

File Platform Checksum
uv-aarch64-apple-darwin.tar.gz Apple Silicon macOS checksum
uv-x86_64-apple-darwin.tar.gz Intel macOS checksum
uv-aarch64-pc-windows-msvc.zip ARM64 Windows checksum
[uv-i686-pc-windows-msvc.zip](https://github.co

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A high-throughput and memory-efficient inference and serving engine for LLMs

Latest Releases

v0.16.0
0.16.0 (Pre-release)
Published: 2026-02-13 00:35 UTC

vLLM v0.16.0

Highlights

This release features 440 commits from 203 contributors (7 new)!

  • PyTorch 2.10 upgrade (#30525). This is a breaking change for environment dependency.
  • Async scheduling + Pipeline Parallelism is now fully supported, delivering 30.8% E2E throughput improvement and 31.8% TPOT improvement (#32618).
  • Realtime API: A new WebSocket-based Realtime API enables streaming audio interactions (#33187), building on the Voxtral realtime infrastructure.
  • RLHF workflow improvements: Native NCCL-based weight syncing API (#31943), layerwise weight reloading for QeRL (#32133), and engine pause/resume with request preservation (#32351).
  • Unified Parallel Drafting for speculative decoding (#32887), plus spec decode now works with structured outputs (#33374) and penalty application in Model Runner V2 (#33251).
  • Major XPU platform overhaul: Deprecated IPEX in favor of vllm-xpu-kernels (#33379), adding MoE (#33659), MXFP4 MoE (#33679), WNA16 (#33973), scaled_mm (#34117), and FP8 MoE (#34202) support.
Model Support
  • New architectures: GLM-OCR with MTP (#33005), Qwen3-ASR (#33312), DeepSeek-OCR-2 ([#33165](https://github.com/owner/repo/

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Author: khluu View Release →
v0.15.1
0.15.1
Published: 2026-02-04 20:48 UTC

v0.15.1 is a patch release with security fixes, RTX Blackwell GPU fixes support, and bug fixes.

Security

  • CVE-2025-69223: Updated aiohttp dependency (#33621)
  • CVE-2026-0994: Updated Protobuf dependency (#33619)

Highlights

Bugfix Hardware Support
  • RTX Blackwell (SM120): Fixed NVFP4 MoE kernel support for RTX Blackwell workstation GPUs. Previously, NVFP4 MoE models would fail to load on these GPUs (#33417)
  • FP8 kernel selection: Fixed FP8 CUTLASS group GEMM to properly fall back to Triton kernels on SM120 GPUs (#33285)
Model Support
  • Step-3.5-Flash: New model support (#33523)
Bugfix Model Support
  • Qwen3-VL-Reranker: Fixed model loading (#33298)
  • Whisper: Fixed FlashAttention2 with full CUDA graphs (#33360)
Performance
  • torch.compile cold-start: Fixed regression that increased cold-start compilation time (Llama3-70B: ~88s → ~22s) (#33441)
  • MoE forward pass: Optimized by caching layer name computation (#33184)
Bug Fixes
  • Fixed prefix cache hit rate of 0% with GPT-OSS style hybrid attention models (#33524)
  • Enabled Triton MoE backend for FP8 per-tensor dynamic quantization (#33300)
  • Disabled unsupported Renormalize routing methods for TRTLLM per-tensor FP8 MoE (#33620)
  • Fixed speculative decoding metrics crash when no tokens generated (#33729)
  • Disabled fast MoE cold start

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v0.15.0
0.15.0
Published: 2026-01-29 10:21 UTC

Highlights

This release features 335 commits from 158 contributors (39 new)!

Model Support
  • New architectures: Kimi-K2.5 (#33131), Molmo2 (#30997), Step3vl 10B (#32329), Step1 (#32511), GLM-Lite (#31386), Eagle2.5-8B VLM (#32456).
  • LoRA expansion: Nemotron-H (#30802), InternVL2 (#32397), MiniMax M2 (#32763).
  • Speculative decoding: EAGLE3 for Pixtral/LlavaForConditionalGeneration (#32542), Qwen3 VL MoE (#32048), draft model support (#24322).
  • Embeddings: BGE-M3 sparse embeddings and ColBERT embeddings (#14526).
  • Model enhancements: Voxtral streaming architecture (#32861), SharedFusedMoE for Qwen3MoE (#32082), dynamic resolution for Nemotron Nano VL (#32121), Molmo2 vision backbone quantization (#32385).
Engine Core
  • Async scheduling + Pipeline Parallelism: --async-scheduling now works with pipeline parallelism (#32359).
  • Mamba prefix caching: Block-aligned prefix caching for Mamba/hybrid models with --enable-prefix-caching --mamba-cache-mode align. Achieves ~2x speedup by caching Mamba states directly (#30877).
  • **Session-based streaming input

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Author: khluu View Release →
v0.14.1
0.14.1
Published: 2026-01-24 20:29 UTC

This is a patch release on top of v0.14.0 to address a few security and memory leak fixes.

Author: khluu View Release →
v0.14.0
0.14.0
Published: 2026-01-20 09:20 UTC

Highlights

This release features approximately 660 commits from 251 contributors (86 new contributors).

Breaking Changes:
- Async scheduling is now enabled by default - Users who experience issues can disable with --no-async-scheduling.
- Excludes some not-yet-supported configurations: pipeline parallel, CPU backend, non-MTP/Eagle spec decoding.
- PyTorch 2.9.1 is now required and the default wheel is compiled against cu129.
- Deprecated quantization schemes have been removed (#31688, #31285).
- When using speculative decoding, unsupported sampling parameters will fail rather than being silently ignored (#31982).

Key Improvements:
- Async scheduling enabled by default (#27614): Overlaps engine core scheduling with GPU execution, improving throughput without user configuration. Now also works with speculative decoding (#31998) and structured outputs (#29821).
- gRPC server entrypoint (#30190): Alternative to REST API with binary protocol, HTTP/2 multiplexing.
- --max-model-len auto (#29431): Automatically fits context length to available GPU memory, eliminating OOM startup failures.
- Model inspection view (#29450): View the modules, attention backends, and quantization of your model in vLLM by specifying VLLM_LOG_MODEL_INSPECTION=1 or by simply printing the LLM object.
- Model Runner V2 enhancements: UVA block tables (#31965), M-RoPE (#32143), logit_bias/allowed_token_ids/min_tokens support ([#32

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