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# NumPy 2.3.2 Release Notes

The NumPy 2.3.2 release is a patch release with a number of bug fixes and maintenance updates. The highlights are:

- Wheels for Python 3.14.0rc1

- PyPy updated to the latest stable release

- OpenBLAS updated to 0.3.30

This release supports Python versions 3.11-3.14

## Contributors

A total of 9 people contributed to this release. People with a “+” by their names contributed a patch for the first time.

- !DWesl

- Charles Harris

- Joren Hammudoglu

- Maanas Arora

- Marco Edward Gorelli

- Matti Picus

- Nathan Goldbaum

- Sebastian Berg

- kostayScr +

## Pull requests merged

A total of 16 pull requests were merged for this release.

- #29256: MAINT: Prepare 2.3.x for further development

- #29283: TYP: Work around a mypy issue with bool arrays (#29248)

- #29284: BUG: fix fencepost error in StringDType internals

- #29287: BUG: handle case in mapiter where descriptors might get replaced…

- #29350: BUG: Fix shape error path in array-interface

- #29412: BUG: Allow reading non-npy files in npz and add test

- #29413: TST: Avoid uninitialized values in test (#29341)

- #29414: BUG: Fix reference leakage for output arrays in reduction functions

- #29415: BUG: fix casting issue in center, ljust, rjust, and zfill (#29369)

- #29416: TYP: Fix overloads in `np.char.array` and `np.char.asarray`…

- #29417: BUG: Any dtype should call `square` on `arr \*\* 2` (#29392)

- #29424: MAINT: use a stable pypy release in CI

- #29425: MAINT: Support python 314rc1

- #29429: MAINT: Update highway to match main.

- #29430: BLD: use github to build macos-arm64 wheels with OpenBLAS and…

- #29437: BUG: fix datetime/timedelta hash memory leak (#29411)