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Updates the requirements on fastapi, uvicorn, redis, numpy, requests, pytest, pytest-asyncio, openstacksdk and xgboost to permit the latest version.
Updates fastapi to 0.138.1

Release notes

Sourced from fastapi's releases.

0.138.1

Refactors

  • ♻️ Refactor Library Skills, make info easier to find for agents. PR #15841 by @​tiangolo.

Internal

Commits

Updates uvicorn to 0.49.0

Release notes

Sourced from uvicorn's releases.

Version 0.49.0

What's Changed

Full Changelog: Kludex/uvicorn@0.48.0...0.49.0

Changelog

Sourced from uvicorn's changelog.

0.49.0 (June 3, 2026)

Changed

  • Bump httptools minimum version to 0.8.0 (#2962)
  • Consume duplicate forwarding headers in ProxyHeadersMiddleware (reverses the 0.48.0 behavior of ignoring them) (#2971)

0.48.0 (May 24, 2026)

Changed

  • Default ssl_ciphers to None and use OpenSSL defaults (#2940)

Fixed

  • Ignore duplicate forwarding headers in ProxyHeadersMiddleware (#2944)

0.47.0 (May 14, 2026)

Added

  • Add ssl_context_factory for custom SSLContext configuration (#2920)

Changed

  • Eagerly import the ASGI app in the parent process (#2919)

Fixed

  • Treat fd=0 as a valid file descriptor with reload/workers (#2927)

0.46.0 (April 23, 2026)

Added

  • Support ws_max_size in wsproto implementation (#2915)
  • Support ws_ping_interval and ws_ping_timeout in wsproto implementation (#2916)

Changed

  • Use bytearray for incoming WebSocket message buffer in websockets-sansio (#2917)

0.45.0 (April 21, 2026)

Added

  • Add --reset-contextvars flag to isolate ASGI request context (#2912)
  • Accept os.PathLike for log_config (#2905)
  • Accept log_level strings case-insensitively (#2907)

... (truncated)

Commits
  • 3ef2e3e Version 0.49.0 (#2973)
  • eeb64b1 Consume duplicate forwarding headers in ProxyHeadersMiddleware (#2971)
  • 630f4ac Make the watchfiles reload tests deterministic (#2972)
  • 9154922 chore(deps): bump the github-actions group across 1 directory with 6 updates ...
  • 739727a Migrate docs deploy from Cloudflare Pages to Workers (#2967)
  • be4a240 Gate docs preview deploy on Cloudflare token presence (#2966)
  • c489d7e Bump httptools minimum version to 0.8.0 (#2962)
  • 9f547bd Skip docs preview deploy for Dependabot PRs (#2961)
  • 44446b8 Migrate documentation from MkDocs Material to Zensical (#2959)
  • cfd659c Bump pymdown-extensions to 10.21.3 (#2958)
  • Additional commits viewable in compare view

Updates redis to 8.0.1

Release notes

Sourced from redis's releases.

8.0.1

Changes

🐛 Bug Fixes

  • Fix Unix socket maintenance notification handling and tests (#4097)
  • Fix async cluster node connection release on write errors (#4111)
  • Fixed async MultiDBClient with underlying RedisCluster (#4108)
  • Fix hiredis readiness checks for high file descriptors (#4115)
  • fix(search): parse RESP3 FT.SEARCH responses with bytes-typed keys (#4109)
  • Fixing pubsub's listen method to be blocking. (#4119)
  • fix(asyncio): release pooled connection when Pipeline.reset() is cancelled (#4123)
  • Avoid per-check fd allocation in hiredis _socket_can_read() — use poll() instead of a per-call selector (#4118)

🧰 Maintenance

  • Updating PyJWT dependency. (#4100)
  • Update CI badge in README.md (#4099)
  • Add missing url query argument parser for ssl_min_version (#4047)
  • ci: least-privilege permissions on spellcheck (read) and stale-issues (job-level write for actions/stale) (#4080)
  • Bumping github-versions actions (#4102)
  • Updating lib version + supported Redis versions in README.md + updating the Redis versions in CI test matrix (#4092)

We'd like to thank all the contributors who worked on this release! @​violuke @​mokashang @​arpitjain099 @​coredumperror @​elena-kolevska @​vladvildanov @​petyaslavova

Commits
  • 7c0fd11 Updating lib version to 8.0.1
  • b7a4d7d Avoid per-check fd allocation in hiredis _socket_can_read() — use poll() ...
  • eec778e fix(asyncio): release pooled connection when Pipeline.reset() is cancelled (#...
  • 08e01bb Fixing pubsub's listen method to be blocking. (#4119)
  • 3d5257a fix(search): parse RESP3 FT.SEARCH responses with bytes-typed keys (#4109)
  • cce28ff Fix hiredis readiness checks for high file descriptors (#4115)
  • e20691c Fixed async MultiDBClient with underlying RedisCluster (#4108)
  • ea37fcc Fix async cluster node connection release on write errors (#4111)
  • f4146fa Updating lib version + supported Redis versions in README.md + updating the R...
  • d47674e Bumping github-versions actions (#4102)
  • Additional commits viewable in compare view

Updates numpy to 2.2.6

Release notes

Sourced from numpy's releases.

v2.2.6 (May 17, 2025)

NumPy 2.2.6 Release Notes

NumPy 2.2.6 is a patch release that fixes bugs found after the 2.2.5 release. It is a mix of typing fixes/improvements as well as the normal bug fixes and some CI maintenance.

This release supports Python versions 3.10-3.13.

Contributors

A total of 8 people contributed to this release. People with a "+" by their names contributed a patch for the first time.

  • Charles Harris
  • Ilhan Polat
  • Joren Hammudoglu
  • Marco Gorelli +
  • Matti Picus
  • Nathan Goldbaum
  • Peter Hawkins
  • Sayed Adel

Pull requests merged

A total of 11 pull requests were merged for this release.

  • #28778: MAINT: Prepare 2.2.x for further development
  • #28851: BLD: Update vendor-meson to fix module_feature conflicts arguments...
  • #28852: BUG: fix heap buffer overflow in np.strings.find
  • #28853: TYP: fix NDArray[floating] + float return type
  • #28864: BUG: fix stringdtype singleton thread safety
  • #28865: MAINT: use OpenBLAS 0.3.29
  • #28889: MAINT: from_dlpack thread safety fixes
  • #28913: TYP: Fix non-existent CanIndex annotation in ndarray.setfield
  • #28915: MAINT: Avoid dereferencing/strict aliasing warnings
  • #28916: BUG: Fix missing check for PyErr_Occurred() in _pyarray_correlate.
  • #28966: TYP: reject complex scalar types in ndarray.__ifloordiv__

Checksums

MD5

259343f056061f6eadb2f4b8999d06d4  numpy-2.2.6-cp310-cp310-macosx_10_9_x86_64.whl
16fa85488e149489ce7ee044d7b0d307  numpy-2.2.6-cp310-cp310-macosx_11_0_arm64.whl
f01b7aea9d2b76b1eeb49766e615d689  numpy-2.2.6-cp310-cp310-macosx_14_0_arm64.whl
f2ddc2b22517f6e31caa1372b12c2499  numpy-2.2.6-cp310-cp310-macosx_14_0_x86_64.whl
52190e22869884f0870eb3df7a283ca9  numpy-2.2.6-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
8f382b9ca6770db600edd5ea2447a925  numpy-2.2.6-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
e604aae2ef6e01fb92ecc39aca0424d9  numpy-2.2.6-cp310-cp310-musllinux_1_2_aarch64.whl

... (truncated)

Commits
  • 2b686f6 Merge pull request #28980 from charris/prepare-2.2.6
  • ed41828 REL: Prepare for the NumPy 2.2.6 release [wheel build]
  • 83e4e7f Merge pull request #28966 from charris/backport-28958
  • 248f0cb TYP: add rejection-tests for complex ndarray floordiv
  • 5bad9da TYP: reject complex scalar types in ndarray.__ifloordiv__
  • 6c42775 Merge pull request #28915 from charris/backport-28892
  • 4277e7c Merge pull request #28916 from charris/backport-28898
  • bd1c863 BUG: Fix missing check for PyErr_Occurred() in _pyarray_correlate. (#28898)
  • 87d1d8a MAINT: Avoid dereferencing/strict aliasing warnings during complex casts in `...
  • 9e50659 Merge pull request #28913 from charris/backport-28908
  • Additional commits viewable in compare view

Updates requests to 2.34.2

Release notes

Sourced from requests's releases.

v2.34.2

2.34.2 (2026-05-14)

  • Moved headers input type back to Mapping to avoid invariance issues with MutableMapping and inferred dict types. Users calling Request.headers.update() may need to narrow typing in their code. (#7441)

Full Changelog: https://github.com/psf/requests/blob/main/HISTORY.md#2342-2026-05-14

Changelog

Sourced from requests's changelog.

2.34.2 (2026-05-14)

  • Moved headers input type back to Mapping to avoid invariance issues with MutableMapping and inferred dict types. Users calling Request.headers.update() may need to narrow typing in their code. (#7441)

2.34.1 (2026-05-13)

Bugfixes

  • Widened json input type from dict and list to Mapping and Sequence. (#7436)
  • Changed headers input type to MutableMapping and removed None from Request.headers typing to improve handling for users. (#7431)
  • Response.reason moved from str | None to str to improve handling for users. (#7437)
  • Fixed a bug where some bodies with custom __getattr__ implementations weren't being properly detected as Iterables. (#7433)

2.34.0 (2026-05-11)

Announcements

  • Requests 2.34.0 introduces inline types, replacing those provided by typeshed. Public API types should be fully compatible with mypy, pyright, and ty. We believe types are comprehensive but if you find issues, please report them to the pinned tracking issue.

    Special thanks to @​bastimeyer, @​cthoyt, @​edgarrmondragon, and @​srittau for helping review and test the types ahead of the release. (#7272)

Improvements

  • Digest Auth hashing algorithms have added usedforsecurity=False to clarify security considerations. (#7310)
  • Requests added support for Python 3.15 based on beta1. Downstream projects should be able to start testing prior to its release in October. (#7422)
  • Requests added support for Python 3.14t. (#7419)

Bugfixes

  • Response.history no longer contains a reference to itself, preventing accidental looping when traversing the history list. (#7328)
  • Requests no longer performs greedy matching on no_proxy domains. The proxy_bypass implementation has been updated with CPython's fix from bpo-39057. (#7427)
  • Requests no longer incorrectly strips duplicate leading slashes in URI paths. This should address user issues with specific presigned URLs. Note the full fix requires urllib3 2.7.0+. (#7315)

... (truncated)

Commits

Updates pytest to 9.1.1

Release notes

Sourced from pytest's releases.

9.1.1

pytest 9.1.1 (2026-06-19)

Bug fixes

  • #14220: Fixed a logic bug in pytest.RaisesGroup which would might cause it to display incorrect "It matches FooError() which was paired with BarError" messages.
  • #14591: Fixed a regression in pytest 9.1.0 which caused overriding a parametrized fixture with an indirect @​pytest.mark.parametrize to fail with "duplicate parametrization of '<fixture name>'".
  • #14606: Fixed list-item typing errors from mypy in @pytest.mark.parametrize <pytest.mark.parametrize ref> argvalues parameter.
  • #14608: Fixed a regression in pytest 9.1.0 where conftest.py files located in <invocation dir>/test* were no longer loaded as initial conftests when invoked without arguments. This could cause certain hooks (like pytest_addoption) in these files to not fire.
Commits
  • cf470ec Prepare release version 9.1.1
  • e0c8ce6 Merge pull request #14625 from pytest-dev/patchback/backports/9.1.x/a07c31a97...
  • 1b82d16 Merge pull request #14624 from pytest-dev/patchback/backports/9.1.x/b375b79ec...
  • 501c4bc Merge pull request #14596 from bluetech/doc-classmethod
  • b61f588 Merge pull request #14622 from chrisburr/fix-14608-initial-conftest-test-subdir
  • 9a567e0 [automated] Update plugin list (#14617) (#14618)
  • ef8b299 Merge pull request #14620 from pytest-dev/patchback/backports/9.1.x/680f9f3ed...
  • 66abd07 Merge pull request #14220 from bysiber/fix-stale-iexp-raisesgroup
  • 79fbf93 Merge pull request #14612 from pytest-dev/patchback/backports/9.1.x/974ed48b6...
  • 0d312eb Merge pull request #14611 from bluetech/parametrize-argvalues-typing
  • Additional commits viewable in compare view

Updates pytest-asyncio to 1.4.0

Release notes

Sourced from pytest-asyncio's releases.

pytest-asyncio v1.4.0

1.4.0 - 2026-05-26

Deprecated

  • Overriding the event_loop_policy fixture is deprecated. Use the pytest_asyncio_loop_factories hook instead. (#1419)

Added

  • Added the pytest_asyncio_loop_factories hook to parametrize asyncio tests with custom event loop factories.

    The hook returns a mapping of factory names to loop factories, and pytest.mark.asyncio(loop_factories=[...]) selects a subset of configured factories per test. When a single factory is configured, test names are unchanged.

    Synchronous @pytest_asyncio.fixture functions now see the correct event loop when custom loop factories are configured, even when test code disrupts the current event loop (e.g., via asyncio.run() or asyncio.set_event_loop(None)). (#1164)

Changed

  • Improved the readability of the warning message that is displayed when asyncio_default_fixture_loop_scope is unset (#1298)
  • Only import asyncio.AbstractEventLoopPolicy for type checking to avoid raising a DeprecationWarning. (#1394)
  • Updated minimum supported pytest version to v8.4.0. (#1397)

Fixed

  • Fixed a ResourceWarning: unclosed event loop warning that could occur when a synchronous test called asyncio.run() or otherwise unset the current event loop after pytest-asyncio had run an async test or fixture. (#724)

Notes for Downstream Packagers

  • Added dependency on sphinx-tabs >= 3.5 to organize documentation examples into tabs. (#1395)
Commits
  • 6e14cd2 chore: Prepare release of v1.4.0.
  • 4b900fb Build(deps): Bump codecov/codecov-action from 6.0.0 to 6.0.1
  • ab9f632 Build(deps): Bump zipp from 3.23.1 to 4.1.0
  • a56fc77 Build(deps): Bump hypothesis from 6.152.6 to 6.152.8
  • e8bae9b Build(deps): Bump requests from 2.34.0 to 2.34.2
  • fc43340 Build(deps): Bump idna from 3.14 to 3.15
  • 762eaf5 Build(deps): Bump jaraco-functools from 4.4.0 to 4.5.0
  • b62e222 Build(deps): Bump click from 8.3.3 to 8.4.0
  • 9190447 Build(deps): Bump pydantic from 2.13.3 to 2.13.4
  • 82a393c ci: Remove unnecessary debug output.
  • Additional commits viewable in compare view

Updates fastapi to 0.138.1

Release notes

Sourced from fastapi's releases.

0.138.1

Refactors

  • ♻️ Refactor Library Skills, make info easier to find for agents. PR #15841 by @​tiangolo.

Internal

Commits

Updates redis to 8.0.1

Release notes

Sourced from redis's releases.

8.0.1

Changes

🐛 Bug Fixes

  • Fix Unix socket maintenance notification handling and tests (#4097)
  • Fix async cluster node connection release on write errors (#4111)
  • Fixed async MultiDBClient with underlying RedisCluster (#4108)
  • Fix hiredis readiness checks for high file descriptors (#4115)
  • fix(search): parse RESP3 FT.SEARCH responses with bytes-typed keys (#4109)
  • Fixing pubsub's listen method to be blocking. (#4119)
  • fix(asyncio): release pooled connection when Pipeline.reset() is cancelled (#4123)
  • Avoid per-check fd allocation in hiredis _socket_can_read() — use poll() instead of a per-call selector (#4118)

🧰 Maintenance

  • Updating PyJWT dependency. (#4100)
  • Update CI badge in README.md (#4099)
  • Add missing url query argument parser for ssl_min_version (#4047)
  • ci: least-privilege permissions on spellcheck (read) and stale-issues (job-level write for actions/stale) (#4080)
  • Bumping github-versions actions (#4102)
  • Updating lib version + supported Redis versions in README.md + updating the Redis versions in CI test matrix (#4092)

We'd like to thank all the contributors who worked on this release! @​violuke @​mokashang @​arpitjain099 @​coredumperror @​elena-kolevska @​vladvildanov @​petyaslavova

Commits
  • 7c0fd11 Updating lib version to 8.0.1
  • b7a4d7d Avoid per-check fd allocation in hiredis _socket_can_read() — use poll() ...
  • eec778e fix(asyncio): release pooled connection when Pipeline.reset() is cancelled (#...
  • 08e01bb Fixing pubsub's listen method to be blocking. (#4119)
  • 3d5257a fix(search): parse RESP3 FT.SEARCH responses with bytes-typed keys (#4109)
  • cce28ff Fix hiredis readiness checks for high file descriptors (#4115)
  • e20691c Fixed async MultiDBClient with underlying RedisCluster (#4108)
  • ea37fcc Fix async cluster node connection release on write errors (#4111)
  • f4146fa Updating lib version + supported Redis versions in README.md + updating the R...
  • d47674e Bumping github-versions actions (#4102)
  • Additional commits viewable in compare view

Updates numpy to 2.5.0

Release notes

Sourced from numpy's releases.

v2.2.6 (May 17, 2025)

NumPy 2.2.6 Release Notes

NumPy 2.2.6 is a patch release that fixes bugs found after the 2.2.5 release. It is a mix of typing fixes/improvements as well as the normal bug fixes and some CI maintenance.

This release supports Python versions 3.10-3.13.

Contributors

A total of 8 people contributed to this release. People with a "+" by their names contributed a patch for the first time.

  • Charles Harris
  • Ilhan Polat
  • Joren Hammudoglu
  • Marco Gorelli +
  • Matti Picus
  • Nathan Goldbaum
  • Peter Hawkins
  • Sayed Adel

Pull requests merged

A total of 11 pull requests were merged for this release.

  • #28778: MAINT: Prepare 2.2.x for further development
  • #28851: BLD: Update vendor-meson to fix module_feature conflicts arguments...
  • #28852: BUG: fix heap buffer overflow in np.strings.find
  • #28853: TYP: fix NDArray[floating] + float return type
  • #28864: BUG: fix stringdtype singleton thread safety
  • #28865: MAINT: use OpenBLAS 0.3.29
  • #28889: MAINT: from_dlpack thread safety fixes
  • #28913: TYP: Fix non-existent CanIndex annotation in ndarray.setfield
  • #28915: MAINT: Avoid dereferencing/strict aliasing warnings
  • #28916: BUG: Fix missing check for PyErr_Occurred() in _pyarray_correlate.
  • #28966: TYP: reject complex scalar types in ndarray.__ifloordiv__

Checksums

MD5

259343f056061f6eadb2f4b8999d06d4  numpy-2.2.6-cp310-cp310-macosx_10_9_x86_64.whl
16fa85488e149489ce7ee044d7b0d307  numpy-2.2.6-cp310-cp310-macosx_11_0_arm64.whl
f01b7aea9d2b76b1eeb49766e615d689  numpy-2.2.6-cp310-cp310-macosx_14_0_arm64.whl
f2ddc2b22517f6e31caa1372b12c2499  numpy-2.2.6-cp310-cp310-macosx_14_0_x86_64.whl
52190e22869884f0870eb3df7a283ca9  numpy-2.2.6-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
8f382b9ca6770db600edd5ea2447a925  numpy-2.2.6-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
e604aae2ef6e01fb92ecc39aca0424d9  numpy-2.2.6-cp310-cp310-musllinux_1_2_aarch64.whl

... (truncated)

Commits
  • 2b686f6 Merge pull request #28980 from charris/prepare-2.2.6
  • ed41828 REL: Prepare for the NumPy 2.2.6 release [wheel build]
  • 83e4e7f Merge pull request #28966 from charris/backport-28958
  • 248f0cb TYP: add rejection-tests for complex ndarray floordiv
  • 5bad9da TYP: reject complex scalar types in ndarray.__ifloordiv__
  • 6c42775 Merge pull request #28915 from charris/backport-28892
  • 4277e7c Merge pull request #28916 from charris/backport-28898
  • bd1c863 BUG: Fix missing check for PyErr_Occurred() in _pyarray_correlate. (#28898)
  • 87d1d8a MAINT: Avoid dereferencing/strict aliasing warnings during complex casts in `...
  • 9e50659 Merge pull request #28913 from charris/backport-28908
  • Additional commits viewable in compare view

Updates openstacksdk to 4.17.0

Updates xgboost to 3.3.0

Release notes

Sourced from xgboost's releases.

Release 3.3.0 stable

Release notes

https://xgboost.readthedocs.io/en/latest/changes/v3.3.0.html

Additional artifacts:

You can verify the downloaded packages by running the following command on your Unix shell:

echo "<hash> <artifact>" | shasum -a 256 --check
22d4fba822fba5cd02299bf0c63ec68ff72606bc1b1bd910423d4b83c2f108ff  xgboost-src-3.3.0.tar.gz
df276bf14ebda98319da70fa88874746d9275ffbcde77e18e171d809cdbda86a  xgboost_r_gpu_linux.tar.gz

Experimental binary packages for R with CUDA enabled

Source tarball

Changelog

Sourced from xgboost's changelog.

XGBoost Change Log

Starting from 2.1.0, release note is recorded in the documentation.

This file records the changes in xgboost library in reverse chronological order.

2.0.0 (2023 Aug 16)

We are excited to announce the release of XGBoost 2.0. This note will begin by covering some overall changes and then highlight specific updates to the package.

Initial work on multi-target trees with vector-leaf outputs

We have been working on vector-leaf tree models for multi-target regression, multi-label classification, and multi-class classification in version 2.0. Previously, XGBoost would build a separate model for each target. However, with this new feature that's still being developed, XGBoost can build one tree for all targets. The feature has multiple benefits and trade-offs compared to the existing approach. It can help prevent overfitting, produce smaller models, and build trees that consider the correlation between targets. In addition, users can combine vector leaf and scalar leaf trees during a training session using a callback. Please note that the feature is still a working in progress, and many parts are not yet available. See #9043 for the current status. Related PRs: (#8538, #8697, #8902, #8884, #8895, #8898, #8612, #8652, #8698, #8908, #8928, #8968, #8616, #8922, #8890, #8872, #8889, #9509) Please note that, only the hist (default) tree method on CPU can be used for building vector leaf trees at the moment.

New device parameter.

A new device parameter is set to replace the existing gpu_id, gpu_hist, gpu_predictor, cpu_predictor, gpu_coord_descent, and the PySpark specific parameter use_gpu. Onward, users need only the device parameter to select which device to run along with the ordinal of the device. For more information, please see our document page (https://xgboost.readthedocs.io/en/stable/parameter.html#general-parameters) . For example, with device="cuda", tree_method="hist", XGBoost will run the hist tree method on GPU. (#9363, #8528, #8604, #9354, #9274, #9243, #8896, #9129, #9362, #9402, #9385, #9398, #9390, #9386, #9412, #9507, #9536). The old behavior of gpu_hist is preserved but deprecated. In addition, the predictor parameter is removed.

hist is now the default tree method

Starting from 2.0, the hist tree method will be the default. In previous versions, XGBoost chooses approx or exact depending on the input data and training environment. The new default can help XGBoost train models more efficiently and consistently. (#9320, #9353)

GPU-based approx tree method

There's initial support for using the approx tree method on GPU. The performance of the approx is not yet well optimized but is feature complete except for the JVM packages. It can be accessed through the use of the parameter combination device="cuda", tree_method="approx". (#9414, #9399, #9478). Please note that the Scala-based Spark interface is not yet supported.

Optimize and bound the size of the histogram on CPU, to control memory footprint

XGBoost has a new parameter max_cached_hist_node for users to limit the CPU cache size for histograms. It can help prevent XGBoost from caching histograms too aggressively. Without the cache, performance is likely to decrease. However, the size of the cache grows exponentially with the depth of the tree. The limit can be crucial when growing deep trees. In most cases, users need not configure this parameter as it does not affect the model's accuracy. (#9455, #9441, #9440, #9427, #9400).

Along with the cache limit, XGBoost also reduces the memory usage of the hist and approx tree method on distributed systems by cutting the size of the cache by half. (#9433)

Improved external memory support

There is some exciting development around external memory support in XGBoost. It's still an experimental feature, but the performance has been significantly improved with the default hist tree method. We replaced the old file IO logic with memory map. In addition to performance, we have reduced CPU memory usage and added extensive documentation. Beginning from 2.0.0, we encourage users to try it with the hist tree method when the memory saving by QuantileDMatrix is not sufficient. (#9361, #9317, #9282, #9315, #8457)

Learning to rank

We created a brand-new implementation for the learning-to-rank task. With the latest version, XGBoost gained a set of new features for ranking task including:

  • A new parameter lambdarank_pair_method for choosing the pair construction strategy.
  • A new parameter lambdarank_num_pair_per_sample for controlling the number of samples for each group.
  • An experimental implementation of unbiased learning-to-rank, which can be accessed using the lambdarank_unbiased parameter.
  • Support for custom gain function with NDCG using the ndcg_exp_gain parameter.
  • Deterministic GPU computation for all objectives and metrics.
  • NDCG is now the default objective function.
  • Improved performance of metrics using caches.
  • Support scikit-learn utilities for XGBRanker.
  • Extensive documentation on how learning-to-rank works with XGBoost.

For more information, please see the tutorial. Related PRs: (#8771, #8692, #8783, #8789, #8790, #8859, #8887, #8893, #8906, #8931, #9075, #9015, #9381, #9336, #8822, #9222, #8984, #8785, #8786, #8768)Description has been truncated

@dependabot
build(deps): bump the python group across 9 directories with 9 updates
4a3418d 
Updates the requirements on [fastapi](https://github.com/fastapi/fastapi), [uvicorn](https://github.com/Kludex/uvicorn), [redis](https://github.com/redis/redis-py), [numpy](https://github.com/numpy/numpy), [requests](https://github.com/psf/requests), [pytest](https://github.com/pytest-dev/pytest), [pytest-asyncio](https://github.com/pytest-dev/pytest-asyncio), [openstacksdk](https://docs.openstack.org/openstacksdk) and [xgboost](https://github.com/dmlc/xgboost) to permit the latest version.

Updates `fastapi` to 0.138.1
- [Release notes](https://github.com/fastapi/fastapi/releases)
- [Commits](fastapi/fastapi@0.128.8...0.138.1)

Updates `uvicorn` to 0.49.0
- [Release notes](https://github.com/Kludex/uvicorn/releases)
- [Changelog](https://github.com/Kludex/uvicorn/blob/main/docs/release-notes.md)
- [Commits](Kludex/uvicorn@0.39.0...0.49.0)

Updates `redis` to 8.0.1
- [Release notes](https://github.com/redis/redis-py/releases)
- [Changelog](https://github.com/redis/redis-py/blob/master/CHANGES)
- [Commits](redis/redis-py@v7.0.1...v8.0.1)

Updates `numpy` to 2.2.6
- [Release notes](https://github.com/numpy/numpy/releases)
- [Changelog](https://github.com/numpy/numpy/blob/main/doc/RELEASE_WALKTHROUGH.rst)
- [Commits](numpy/numpy@v2.0.2...v2.2.6)

Updates `requests` to 2.34.2
- [Release notes](https://github.com/psf/requests/releases)
- [Changelog](https://github.com/psf/requests/blob/main/HISTORY.md)
- [Commits](psf/requests@v2.33.0...v2.34.2)

Updates `pytest` to 9.1.1
- [Release notes](https://github.com/pytest-dev/pytest/releases)
- [Changelog](https://github.com/pytest-dev/pytest/blob/main/CHANGELOG.rst)
- [Commits](pytest-dev/pytest@9.0.3...9.1.1)

Updates `pytest-asyncio` to 1.4.0
- [Release notes](https://github.com/pytest-dev/pytest-asyncio/releases)
- [Commits](pytest-dev/pytest-asyncio@v1.2.0...v1.4.0)

Updates `fastapi` to 0.138.1
- [Release notes](https://github.com/fastapi/fastapi/releases)
- [Commits](fastapi/fastapi@0.128.8...0.138.1)

Updates `redis` to 8.0.1
- [Release notes](https://github.com/redis/redis-py/releases)
- [Changelog](https://github.com/redis/redis-py/blob/master/CHANGES)
- [Commits](redis/redis-py@v7.0.1...v8.0.1)

Updates `numpy` to 2.5.0
- [Release notes](https://github.com/numpy/numpy/releases)
- [Changelog](https://github.com/numpy/numpy/blob/main/doc/RELEASE_WALKTHROUGH.rst)
- [Commits](numpy/numpy@v2.0.2...v2.2.6)

Updates `openstacksdk` to 4.17.0

Updates `xgboost` to 3.3.0
- [Release notes](https://github.com/dmlc/xgboost/releases)
- [Changelog](https://github.com/dmlc/xgboost/blob/master/NEWS.md)
- [Commits](dmlc/xgboost@v3.2.0...v3.3.0)

Updates `fastapi` to 0.138.1
- [Release notes](https://github.com/fastapi/fastapi/releases)
- [Commits](fastapi/fastapi@0.128.8...0.138.1)

Updates `fastapi` to 0.138.1
- [Release notes](https://github.com/fastapi/fastapi/releases)
- [Commits](fastapi/fastapi@0.128.8...0.138.1)

Updates `fastapi` to 0.138.1
- [Release notes](https://github.com/fastapi/fastapi/releases)
- [Commits](fastapi/fastapi@0.128.8...0.138.1)

Updates `redis` to 8.0.1
- [Release notes](https://github.com/redis/redis-py/releases)
- [Changelog](https://github.com/redis/redis-py/blob/master/CHANGES)
- [Commits](redis/redis-py@v7.0.1...v8.0.1)

Updates `fastapi` to 0.138.1
- [Release notes](https://github.com/fastapi/fastapi/releases)
- [Commits](fastapi/fastapi@0.128.8...0.138.1)

Updates `redis` to 8.0.1
- [Release notes](https://github.com/redis/redis-py/releases)
- [Changelog](https://github.com/redis/redis-py/blob/master/CHANGES)
- [Commits](redis/redis-py@v7.0.1...v8.0.1)

Updates `openstacksdk` to 4.17.0

Updates `fastapi` to 0.138.1
- [Release notes](https://github.com/fastapi/fastapi/releases)
- [Commits](fastapi/fastapi@0.128.8...0.138.1)

Updates `fastapi` to 0.138.1
- [Release notes](https://github.com/fastapi/fastapi/releases)
- [Commits](fastapi/fastapi@0.128.8...0.138.1)

Updates `redis` to 8.0.1
- [Release notes](https://github.com/redis/redis-py/releases)
- [Changelog](https://github.com/redis/redis-py/blob/master/CHANGES)
- [Commits](redis/redis-py@v7.0.1...v8.0.1)

Updates `fastapi` to 0.138.1
- [Release notes](https://github.com/fastapi/fastapi/releases)
- [Commits](fastapi/fastapi@0.128.8...0.138.1)

Updates `redis` to 8.0.1
- [Release notes](https://github.com/redis/redis-py/releases)
- [Changelog](https://github.com/redis/redis-py/blob/master/CHANGES)
- [Commits](redis/redis-py@v7.0.1...v8.0.1)

Updates `numpy` to 2.5.0
- [Release notes](https://github.com/numpy/numpy/releases)
- [Changelog](https://github.com/numpy/numpy/blob/main/doc/RELEASE_WALKTHROUGH.rst)
- [Commits](numpy/numpy@v2.0.2...v2.2.6)

Updates `xgboost` to 3.3.0
- [Release notes](https://github.com/dmlc/xgboost/releases)
- [Changelog](https://github.com/dmlc/xgboost/blob/master/NEWS.md)
- [Commits](dmlc/xgboost@v3.2.0...v3.3.0)

---
updated-dependencies:
- dependency-name: fastapi
  dependency-version: 0.138.1
  dependency-type: direct:development
  dependency-group: python
- dependency-name: uvicorn
  dependency-version: 0.49.0
  dependency-type: direct:development
  dependency-group: python
- dependency-name: redis
  dependency-version: 8.0.1
  dependency-type: direct:development
  dependency-group: python
- dependency-name: numpy
  dependency-version: 2.2.6
  dependency-type: direct:development
  dependency-group: python
- dependency-name: requests
  dependency-version: 2.34.2
  dependency-type: direct:development
  dependency-group: python
- dependency-name: pytest
  dependency-version: 9.1.1
  dependency-type: direct:development
  dependency-group: python
- dependency-name: pytest-asyncio
  dependency-version: 1.4.0
  dependency-type: direct:development
  dependency-group: python
- dependency-name: fastapi
  dependency-version: 0.138.1
  dependency-type: direct:production
  dependency-group: python
- dependency-name: redis
  dependency-version: 8.0.1
  dependency-type: direct:production
  dependency-group: python
- dependency-name: numpy
  dependency-version: 2.5.0
  dependency-type: direct:production
  dependency-group: python
- dependency-name: openstacksdk
  dependency-version: 4.17.0
  dependency-type: direct:production
  dependency-group: python
- dependency-name: xgboost
  dependency-version: 3.3.0
  dependency-type: direct:production
  dependency-group: python
- dependency-name: fastapi
  dependency-version: 0.138.1
  dependency-type: direct:production
  dependency-group: python
- dependency-name: fastapi
  dependency-version: 0.138.1
  dependency-type: direct:production
  dependency-group: python
- dependency-name: fastapi
  dependency-version: 0.138.1
  dependency-type: direct:production
  dependency-group: python
- dependency-name: redis
  dependency-version: 8.0.1
  dependency-type: direct:production
  dependency-group: python
- dependency-name: fastapi
  dependency-version: 0.138.1
  dependency-type: direct:production
  dependency-group: python
- dependency-name: redis
  dependency-version: 8.0.1
  dependency-type: direct:production
  dependency-group: python
- dependency-name: openstacksdk
  dependency-version: 4.17.0
  dependency-type: direct:production
  dependency-group: python
- dependency-name: fastapi
  dependency-version: 0.138.1
  dependency-type: direct:production
  dependency-group: python
- dependency-name: fastapi
  dependency-version: 0.138.1
  dependency-type: direct:production
  dependency-group: python
- dependency-name: redis
  dependency-version: 8.0.1
  dependency-type: direct:production
  dependency-group: python
- dependency-name: fastapi
  dependency-version: 0.138.1
  dependency-type: direct:production
  dependency-group: python
- dependency-name: redis
  dependency-version: 8.0.1
  dependency-type: direct:production
  dependency-group: python
- dependency-name: numpy
  dependency-version: 2.5.0
  dependency-type: direct:production
  dependency-group: python
- dependency-name: xgboost
  dependency-version: 3.3.0
  dependency-type: direct:production
  dependency-group: python
...

Signed-off-by: dependabot[bot] <support@github.com>
@dependabot dependabot Bot added dependencies Pull requests that update a dependency file python Pull requests that update python code labels Jun 27, 2026
@dependabot dependabot Bot mentioned this pull request Jun 27, 2026
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dependabot Bot commented on behalf of github Jul 4, 2026

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Superseded by #24.

@dependabot dependabot Bot closed this Jul 4, 2026
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dependabot Bot deleted the dependabot/pip/python-11f3aacbc3 branch July 4, 2026 19:51
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