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(gh-15463)
xref gh-14778
As pointed out in the comment by @jamesthomasgriffin, we did not include a pxd file to expose the distribution functions documented in the random c-api. This PR adds a c_distributions.pxd file that exposes them.
Squashed commits:
* BUG: add missing c_distributions.pxd to enable cython use of random C-API
* ENH, TST: add npyrandom library like npymath, test cython use of it
* BUG: actually prefix f-string with f
* MAINT: fixes from review, add _bit_generato_bit_generator.pxd
* STY: fixes from review
* BLD: don't use nprandom library for mtrand legacy build
* TST: WindowsPath cannot be used in subprocess's list2cmdline
* MAINT, API: move _bit_generator to bit_generator
* DOC: add release note about moving bit_generator
* DOC, MAINT: fixes from review
* MAINT: redo dtype determination from review
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* Cleanup unused imports (F401) of mostly standard Python modules,
or some internal but unlikely referenced modules
* Where internal imports are potentially used, mark with noqa
* Avoid redefinition of imports (F811)
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* PEP 8: "Imports should usually be on separate lines"
* Where modified, sort imported modules alphabetically
* Clean-up unused imports from these expanded lines
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* BUG: use tmp dir and check version for cython test
* TST, MAINT: skip on win32, fix formatting
* TST: fixes from review
* TST: fixes from review
* TST: fixes from review
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TST. API: test using distributions.h via cffi
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* API: restructure and document numpy.random C-API
* DOC: fix bad reference
* API: ship, document, and start to test numpy.random C-API examples
* API, DOC, TST: fix tests, refactor documentation to include snippets
* BUILD: move public headers to numpy/core/include/numpy/random
* TST: ignore DeprecationWarnings in setuptools and numba
* DOC: document the C-API as used from Cython
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