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Updates the requirements on torch, numpy, einops, ruff, mypy, pytest and pytest-cov to permit the latest version.
Updates torch to 2.12.1

Release notes

Sourced from torch's releases.

PyTorch 2.12.1 Release, bug fix release

This release is meant to fix the following regressions and silent correctness issues:

Regression fixes

  • Fix nondeterministic outputs in test_batch_invariance with FLASH_ATTN on NVIDIA B200 GPUs (#181248), fixed by updating Triton to 3.7.1 (#186814)
  • Fix illegal memory access in the Triton convolution2d_bwd_weight kernel on B100/B200 (sm100) GPUs (#187081), fixed by updating Triton to 3.7.1 (#186814)
  • Fix fill_ on byte-dtype views with misaligned storage offset (#186821)

Releng / Build

  • Drop CPython 3.13t from the binary build matrix (#182951)
Changelog

Sourced from torch's changelog.

Releasing PyTorch

Release Compatibility Matrix

Following is the Release Compatibility Matrix for PyTorch releases:

... (truncated)

Commits

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 einops to 0.8.2

Commits

Updates ruff to 0.15.20

Release notes

Sourced from ruff's releases.

0.15.20

Release Notes

Released on 2026-06-25.

Preview features

  • Allow human-readable names in rule selectors (#25887)
  • Emit a warning instead of an error for unknown rule selectors (#26113)
  • Match noqa shebang handling in ruff:ignore comments (#26286)
  • [ruff] Remove pytest-fixture-autouse (RUF076) (#26240, #26371)

Documentation

  • Add versioning sections to custom crate READMEs (#26317)
  • Update ruff_python_parser README for crates.io (#26315)
  • [perflint] Clarify that PERF402 applies to any iterable (#26242)

Contributors

Install ruff 0.15.20

Install prebuilt binaries via shell script

curl --proto '=https' --tlsv1.2 -LsSf https://releases.astral.sh/github/ruff/releases/download/0.15.20/ruff-installer.sh | sh

Install prebuilt binaries via powershell script

powershell -ExecutionPolicy Bypass -c "irm https://releases.astral.sh/github/ruff/releases/download/0.15.20/ruff-installer.ps1 | iex"

Download ruff 0.15.20

File Platform Checksum
ruff-aarch64-apple-darwin.tar.gz Apple Silicon macOS checksum
ruff-x86_64-apple-darwin.tar.gz Intel macOS checksum
ruff-aarch64-pc-windows-msvc.zip ARM64 Windows checksum
ruff-i686-pc-windows-msvc.zip x86 Windows checksum
ruff-x86_64-pc-windows-msvc.zip x64 Windows checksum
ruff-aarch64-unknown-linux-gnu.tar.gz ARM64 Linux checksum
ruff-i686-unknown-linux-gnu.tar.gz x86 Linux checksum

... (truncated)

Changelog

Sourced from ruff's changelog.

0.15.20

Released on 2026-06-25.

Preview features

  • Allow human-readable names in rule selectors (#25887)
  • Emit a warning instead of an error for unknown rule selectors (#26113)
  • Match noqa shebang handling in ruff:ignore comments (#26286)
  • [ruff] Remove pytest-fixture-autouse (RUF076) (#26240, #26371)

Documentation

  • Add versioning sections to custom crate READMEs (#26317)
  • Update ruff_python_parser README for crates.io (#26315)
  • [perflint] Clarify that PERF402 applies to any iterable (#26242)

Contributors

0.15.19

Released on 2026-06-23.

Preview features

  • Support human-readable names when hovering suppression comments and in code actions (#26114)

Bug fixes

  • Fall back to default settings when editor-only settings are invalid (#26244)
  • Fix panic when inserting text at a notebook cell boundary (#26111)

Rule changes

  • [pylint] Update fix suggestions for __floor__, __trunc__, __length_hint__, and __matmul__ variants (PLC2801) (#26239)

Performance

  • Avoid allocating when parsing single string literals (#26200)
  • Avoid reallocating singleton call arguments (#26223)
  • Lazily create source files for lint diagnostics (#26226)
  • Optimize formatter text width and indentation (#26236)
  • Reserve capacity for builtin bindings (#26229)
  • Skip repeated-key checks for singleton dictionaries (#26228)
  • Use ArrayVec for qualified name segments (#26224)

... (truncated)

Commits
  • f82a36b Bump 0.15.20 (#26376)
  • af32943 Improve the summarise-ecosystem-results skill (#26378)
  • 485ebab Remove RUF076 name from schema (#26371)
  • ef81835 [ty] Implement rust-analyzer's "Click for full compiler diagnostic" feature (...
  • 572b31e [ruff] Remove pytest-fixture-autouse (RUF076) (#26240)
  • f703f21 Allow human-readable names in rule selectors (#25887)
  • 0d726b2 [ty] Reuse equality semantics for membership compatibility (#25955)
  • dbe6e98 [ty] Infer definite equality comparison results (#26337)
  • e700ea3 [ty] Prove TypedDict structural patterns exhaustive (#26285)
  • 6a0d2ec [ty] Widen inferred class-valued instance attributes (#26338)
  • Additional commits viewable in compare view

Updates mypy to 2.1.0

Changelog

Sourced from mypy's changelog.

Mypy Release Notes

Next Release

Mypy 2.1

We’ve just uploaded mypy 2.1.0 to the Python Package Index (PyPI). Mypy is a static type checker for Python. This release includes new features, performance improvements and bug fixes. You can install it as follows:

python3 -m pip install -U mypy

You can read the full documentation for this release on Read the Docs.

librt.vecs: Fast Growable Array Type for Mypyc

The new librt.vecs module provides an efficient growable array type vec that is optimized for mypyc use. It provides fast, packed arrays with integer and floating point value types, which can be several times faster than list, and tens of times faster than array.array in code compiled using mypyc. It also supports nested vec objects and non-value-type items, such as vec[vec[str]].

Refer to the documentation for the details.

Contributed by Jukka Lehtosalo.

librt.random: Fast Pseudo-Random Number Generation

The new librt.random module provides fast pseudo-random number generation that is optimized for code compiled using mypyc. It can be 3x to 10x faster than the stdlib random module in compiled code.

Refer to the documentation for the details.

Contributed by Jukka Lehtosalo (PR 21433).

Mypyc Improvements

  • Enable incremental self-compilation (Vaggelis Danias, PR 21369)
  • Make compilation order with multiple files consistent (Piotr Sawicki, PR 21419)
  • Fix crash on accessing StopAsyncIteration (Piotr Sawicki, PR 21406)
  • Fix incremental compilation with separate flag (Vaggelis Danias, PR 21299)

Fixes to Crashes

  • Fix crash on partial type with --allow-redefinition and global declaration (Jukka Lehtosalo, PR 21428)
  • Fix broken awaitable generator patching (Ivan Levkivskyi, PR 21435)

... (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-cov to 7.1.0

Changelog

Sourced from pytest-cov's changelog.

7.1.0 (2026-03-21)

  • Fixed total coverage computation to always be consistent, regardless of reporting settings. Previously some reports could produce different total counts, and consequently can make --cov-fail-under behave different depending on reporting options. See [#641](https://github.com/pytest-dev/pytest-cov/issues/641) <https://github.com/pytest-dev/pytest-cov/issues/641>_.

  • Improve handling of ResourceWarning from sqlite3.

    The plugin adds warning filter for sqlite3 ResourceWarning unclosed database (since 6.2.0). It checks if there is already existing plugin for this message by comparing filter regular expression. When filter is specified on command line the message is escaped and does not match an expected message. A check for an escaped regular expression is added to handle this case.

    With this fix one can suppress ResourceWarning from sqlite3 from command line::

    pytest -W "ignore:unclosed database in <sqlite3.Connection object at:ResourceWarning" ...

  • Various improvements to documentation. Contributed by Art Pelling in [#718](https://github.com/pytest-dev/pytest-cov/issues/718) <https://github.com/pytest-dev/pytest-cov/pull/718>_ and "vivodi" in [#738](https://github.com/pytest-dev/pytest-cov/issues/738) <https://github.com/pytest-dev/pytest-cov/pull/738>. Also closed [#736](https://github.com/pytest-dev/pytest-cov/issues/736) <https://github.com/pytest-dev/pytest-cov/issues/736>.

  • Fixed some assertions in tests. Contributed by in Markéta Machová in [#722](https://github.com/pytest-dev/pytest-cov/issues/722) <https://github.com/pytest-dev/pytest-cov/pull/722>_.

  • Removed unnecessary coverage configuration copying (meant as a backup because reporting commands had configuration side-effects before coverage 5.0).

7.0.0 (2025-09-09)

  • Dropped support for subprocesses measurement.

    It was a feature added long time ago when coverage lacked a nice way to measure subprocesses created in tests. It relied on a .pth file, there was no way to opt-out and it created bad interations with coverage's new patch system <https://coverage.readthedocs.io/en/latest/config.html#run-patch>_ added in 7.10 <https://coverage.readthedocs.io/en/7.10.6/changes.html#version-7-10-0-2025-07-24>_.

    To migrate to this release you might need to enable the suprocess patch, example for .coveragerc:

    .. code-block:: ini

    [run] patch = subprocess

    This release also requires at least coverage 7.10.6.

  • Switched packaging to have metadata completely in pyproject.toml and use hatchling <https://pypi.org/project/hatchling/>_ for building. Contributed by Ofek Lev in [#551](https://github.com/pytest-dev/pytest-cov/issues/551) <https://github.com/pytest-dev/pytest-cov/pull/551>_ with some extras in [#716](https://github.com/pytest-dev/pytest-cov/issues/716) <https://github.com/pytest-dev/pytest-cov/pull/716>_.

  • Removed some not really necessary testing deps like six.

... (truncated)

Commits
  • 66c8a52 Bump version: 7.0.0 → 7.1.0
  • f707662 Make the examples use pypy 3.11.
  • 6049a78 Make context test use the old ctracer (seems the new sysmon tracer behaves di...
  • 8ebf20b Update changelog.
  • 861d30e Remove the backup context manager - shouldn't be needed since coverage 5.0, ...
  • fd4c956 Pass the precision on the nulled total (seems that there's some caching goion...
  • 78c9c4e Only run the 3.9 on older deps.
  • 4849a92 Punctuation.
  • 197c35e Update changelog and hopefully I don't forget to publish release again :))
  • 14dc1c9 Update examples to use 3.11 and make the adhoc layout example look a bit more...
  • Additional commits viewable in compare view

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@dependabot
chore(deps): bump the python-deps group with 7 updates
a4b4dcd 
Updates the requirements on [torch](https://github.com/pytorch/pytorch), [numpy](https://github.com/numpy/numpy), [einops](https://github.com/arogozhnikov/einops), [ruff](https://github.com/astral-sh/ruff), [mypy](https://github.com/python/mypy), [pytest](https://github.com/pytest-dev/pytest) and [pytest-cov](https://github.com/pytest-dev/pytest-cov) to permit the latest version.

Updates `torch` to 2.12.1
- [Release notes](https://github.com/pytorch/pytorch/releases)
- [Changelog](https://github.com/pytorch/pytorch/blob/main/RELEASE.md)
- [Commits](pytorch/pytorch@ciflow/torchtitan/157149...v2.12.1)

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@v1.21.0...v2.2.6)

Updates `einops` to 0.8.2
- [Release notes](https://github.com/arogozhnikov/einops/releases)
- [Commits](arogozhnikov/einops@v0.6.0...v0.8.2)

Updates `ruff` to 0.15.20
- [Release notes](https://github.com/astral-sh/ruff/releases)
- [Changelog](https://github.com/astral-sh/ruff/blob/main/CHANGELOG.md)
- [Commits](astral-sh/ruff@0.5.0...0.15.20)

Updates `mypy` to 2.1.0
- [Changelog](https://github.com/python/mypy/blob/master/CHANGELOG.md)
- [Commits](python/mypy@v1.8.0...v2.1.0)

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@8.0.0...9.1.1)

Updates `pytest-cov` to 7.1.0
- [Changelog](https://github.com/pytest-dev/pytest-cov/blob/master/CHANGELOG.rst)
- [Commits](pytest-dev/pytest-cov@v5.0.0...v7.1.0)

---
updated-dependencies:
- dependency-name: torch
  dependency-version: 2.12.1
  dependency-type: direct:production
  dependency-group: python-deps
- dependency-name: numpy
  dependency-version: 2.2.6
  dependency-type: direct:production
  dependency-group: python-deps
- dependency-name: einops
  dependency-version: 0.8.2
  dependency-type: direct:production
  dependency-group: python-deps
- dependency-name: ruff
  dependency-version: 0.15.20
  dependency-type: direct:development
  dependency-group: python-deps
- dependency-name: mypy
  dependency-version: 2.1.0
  dependency-type: direct:development
  dependency-group: python-deps
- dependency-name: pytest
  dependency-version: 9.1.1
  dependency-type: direct:development
  dependency-group: python-deps
- dependency-name: pytest-cov
  dependency-version: 7.1.0
  dependency-type: direct:development
  dependency-group: python-deps
...

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