Bump numpy from 1.19.0rc1 to 1.22.0rc1 in /python

[dependabot]

Bumps numpy from 1.19.0rc1 to 1.22.0rc1.

Release notes

Sourced from numpy's releases.

v1.22.0rc1

NumPy 1.22.0 Release Notes

NumPy 1.22.0 is a big release featuring the work of 150 contributers spread over 575 pull requests. There have been many improvements, highlights are:

• Annotations of the main namespace are essentially complete. Upstream is a moving target, so there will likely be further improvements, but the major work is done. This is probably the most user visible enhancement in this release.
• A preliminary version of the proposed Array-API is provided. This is a step in creating a standard collection of functions that can be used across application such as CuPy and JAX.
• NumPy now has a DLPack backend. DLPack provides a common interchange format for array (tensor) data.
• New methods for quantile, percentile, and related functions. The new methods provide a complete set of the methods commonly found in the literature.
• A new configurable allocator for use by downstream projects.

These are in addition to the ongoing work to provide SIMD support for commonly used functions, improvements to F2PY, and better documentation.

The Python versions supported in this release are 3.8-3.10, Python 3.7 has been dropped. Note that 32 bit wheels are only provided for Python 3.8 and 3.9 on Windows, all other wheels are 64 bits on account of Ubuntu, Fedora, and other Linux distributions dropping 32 bit support. All 64 bit wheels are also linked with 64 bit OpenBLAS, which should fix the occasional problems encountered by folks using truly huge arrays.

Expired deprecations

Deprecated numeric style dtype strings have been removed

Using the strings "Bytes0", "Datetime64", "Str0", "Uint32", and "Uint64" as a dtype will now raise a TypeError.

(gh-19539)

Expired deprecations for loads, ndfromtxt, and mafromtxt in npyio

numpy.loads was deprecated in v1.15, with the recommendation that users use pickle.loads instead. ndfromtxt and mafromtxt were both deprecated in v1.17 - users should use numpy.genfromtxt instead with the appropriate value for the usemask parameter.

(gh-19615)

... (truncated)

Commits

• 150c123 Merge pull request #20434 from charris/prepare-for-1.22.0rc1
• 8453fc5 REL: Prepare for the NumPy 1.22.0r1 release.
• 6037fbd Merge pull request #20436 from charris/backport-20433
• 5a5f800 BUG: Fix an incorrect protocol used in np.lib.shape_base
• 265118d Merge pull request #20430 from charris/backport-20368
• a1d3cac MAINT: Fix METH_NOARGS function signatures (#20368)
• 84a88ec Merge pull request #20429 from charris/fix-umath-longdouble-test
• 5a4ecc0 MAINT: Fix longdouble precision check.
• cf5b4a4 Merge pull request #20419 from charris/backport-20409
• d30f190 Merge pull request #20420 from charris/backport-20204
• Additional commits viewable in compare view

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[dependabot]

Superseded by #555.