NumPy 1.16.5 Release Notes

The NumPy 1.16.5 release fixes bugs reported against the 1.16.4 release, and also backports several enhancements from master that seem appropriate for a release series that is the last to support Python 2.7. The wheels on PyPI are linked with OpenBLAS v0.3.7-dev, which should fix errors on Skylake series cpus.

Downstream developers building this release should use Cython >= 0.29.2 and, if using OpenBLAS, OpenBLAS >= v0.3.7. The supported Python versions are 2.7 and 3.5-3.7.

Contributors

A total of 18 people contributed to this release. People with a “+” by their names contributed a patch for the first time.

• Alexander Shadchin

• Allan Haldane

• Bruce Merry +

• Charles Harris

• Colin Snyder +

• Dan Allan +

• Emile +

• Eric Wieser

• Grey Baker +

• Maksim Shabunin +

• Marten van Kerkwijk

• Matti Picus

• Peter Andreas Entschev +

• Ralf Gommers

• Richard Harris +

• Sebastian Berg

• Sergei Lebedev +

• Stephan Hoyer

Pull requests merged

A total of 23 pull requests were merged for this release.

• #13742: ENH: Add project URLs to setup.py

• #13823: TEST, ENH: fix tests and ctypes code for PyPy

• #13845: BUG: use npy_intp instead of int for indexing array

• #13867: TST: Ignore DeprecationWarning during nose imports

• #13905: BUG: Fix use-after-free in boolean indexing

• #13933: MAINT/BUG/DOC: Fix errors in _add_newdocs

• #13984: BUG: fix byte order reversal for datetime64[ns]

• #13994: MAINT,BUG: Use nbytes to also catch empty descr during allocation

• #14042: BUG: np.array cleared errors occured in PyMemoryView_FromObject

• #14043: BUG: Fixes for Undefined Behavior Sanitizer (UBSan) errors.

• #14044: BUG: ensure that casting to/from structured is properly checked.

• #14045: MAINT: fix histogram*d dispatchers

• #14046: BUG: further fixup to histogram2d dispatcher.

• #14052: BUG: Replace contextlib.suppress for Python 2.7

• #14056: BUG: fix compilation of 3rd party modules with Py_LIMITED_API…

• #14057: BUG: Fix memory leak in dtype from dict contructor

• #14058: DOC: Document array_function at a higher level.

• #14084: BUG, DOC: add new recfunctions to __all__

• #14162: BUG: Remove stray print that causes a SystemError on python 3.7

• #14297: TST: Pin pytest version to 5.0.1.

• #14322: ENH: Enable huge pages in all Linux builds

• #14346: BUG: fix behavior of structured_to_unstructured on non-trivial…

• #14382: REL: Prepare for the NumPy 1.16.5 release.