diff options
author | Charles Harris <charlesr.harris@gmail.com> | 2019-12-22 10:08:00 -0700 |
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committer | Charles Harris <charlesr.harris@gmail.com> | 2019-12-22 10:08:00 -0700 |
commit | 316fef7cc4933fbb01e46e5e15b875b0b879a06b (patch) | |
tree | 0cb11ebc2c39dbec445868f0770038571089606f /doc | |
parent | d4b495c99211122746745b5c0c4d7cc72431fde8 (diff) | |
download | numpy-316fef7cc4933fbb01e46e5e15b875b0b879a06b.tar.gz |
REL: Update master after NumPy 1.18.0 release.
- Update .mailmap.
- Update release notes.
- Create changelog
- Remove duplicate release note entry.
- Fix release note path in pavement.
[skip ci]
Diffstat (limited to 'doc')
-rw-r--r-- | doc/changelog/1.18.0-changelog.rst | 533 | ||||
-rw-r--r-- | doc/release/upcoming_changes/15106.new_feature.rst | 4 | ||||
-rw-r--r-- | doc/source/release/1.18.0-notes.rst | 144 |
3 files changed, 619 insertions, 62 deletions
diff --git a/doc/changelog/1.18.0-changelog.rst b/doc/changelog/1.18.0-changelog.rst new file mode 100644 index 000000000..b86b3614a --- /dev/null +++ b/doc/changelog/1.18.0-changelog.rst @@ -0,0 +1,533 @@ + +Contributors +============ + +A total of 114 people contributed to this release. People with a "+" by their +names contributed a patch for the first time. + +* Abhinav Sagar +* Alex Henrie + +* Alexander Jung + +* Allan Haldane +* Andrea Pattori +* Andrew Liu + +* Anis Ladram + +* Anne Bonner + +* Antoine Dechaume + +* Aryan Naraghi + +* Bastian Eichenberger + +* Brian Wignall + +* Brigitta Sipocz +* CakeWithSteak + +* Charles Harris +* Chris Barker +* Chris Burr + +* Chris Markiewicz + +* Christoph Gohlke +* Christopher Whelan +* Colin Snyder +* Dan Allan +* Daniel Ching +* David Stansby + +* David Zwicker + +* Dieter Werthmüller +* Disconnect3d + +* Dmytro + +* Doug Davis + +* Eric Larson +* Eric Wieser +* Esben Haabendal + +* Eugene Prilepin + +* Felix Divo + +* Gary Gurlaskie +* Gina + +* Giuseppe Cuccu + +* Grzegorz Bokota + +* Guanqun Lu + +* Guilherme Leobas + +* Guillaume Horel +* Géraud Le Falher + +* Hameer Abbasi +* Harmon +* Hiroyuki V. Yamazaki +* Huang, Guangtai + +* Hugo + +* Hyeonguk Ryu + +* Ilhan Polat + +* Isaac Virshup +* Jack J. Woehr + +* Jack Woehr + +* Jackie Leng +* Jaime Fernandez +* Jeff Hale + +* Johann Faouzi + +* Jon Dufresne + +* Joseph Fox-Rabinovitz +* Joseph R. Fox-Rabinovitz + +* João Marcos Gris + +* Justus Magin + +* Jérémie du Boisberranger +* Kai Striega +* Kevin Sheppard +* Kexuan Sun +* Kmol Yuan + +* Kriti Singh +* Larry Bradley + +* Lars Grueter +* Luis Pedro Coelho +* MSeifert04 +* Magdalena Proszewska + +* Manny + +* Mark Harfouche +* Martin Reinecke +* Martin Thoma +* Matt Haberland + +* Matt McCormick + +* Matthias Bussonnier +* Matti Picus +* Max Bolingbroke + +* Maxwell Aladago + +* Michael Hudson-Doyle + +* Oleksandr Pavlyk +* Omar Merghany + +* Pauli Virtanen +* Peter Andreas Entschev +* Peter Bell +* Peter Cock + +* Pradeep Reddy Raamana + +* Qiming Sun + +* Raghuveer Devulapalli +* Ralf Gommers +* Samesh + +* Samesh Lakhotia + +* Sebastian Berg +* Sergei Lebedev +* Seth Troisi + +* Siddhesh Poyarekar + +* Simon + +* Simon Notley + +* Stefan van der Walt +* Stephan Hoyer +* Steve Stagg +* Thomas A Caswell +* Thomas Kluyver +* Tim Hoffmann + +* Tirth Patel + +* Tyler Reddy +* Vladimir Pershin + +* Warren Weckesser +* Yadong Zhang + +* Zieji Pohz + +* Zolisa Bleki + + +Pull requests merged +==================== + +A total of 406 pull requests were merged for this release. + +* `#9301 <https://github.com/numpy/numpy/pull/9301>`__: DOC: added note to docstring of numpy.savez +* `#10151 <https://github.com/numpy/numpy/pull/10151>`__: BUG: Numpy scalar types sometimes have the same name +* `#12129 <https://github.com/numpy/numpy/pull/12129>`__: DOC: Improve axes shift description and example in np.tensordot +* `#12205 <https://github.com/numpy/numpy/pull/12205>`__: MAINT: avoid relying on `np.generic.__name__` in `np.dtype.name` +* `#12284 <https://github.com/numpy/numpy/pull/12284>`__: ENH: supply our version of numpy.pxd, requires cython>=0.29 +* `#12633 <https://github.com/numpy/numpy/pull/12633>`__: BUG: General fixes to f2py reference counts (dereferencing) +* `#12658 <https://github.com/numpy/numpy/pull/12658>`__: BUG: NaT now sorts to ends of arrays +* `#12828 <https://github.com/numpy/numpy/pull/12828>`__: DOC: Updates to nditer usage instructions +* `#13003 <https://github.com/numpy/numpy/pull/13003>`__: BUG: Do not crash on recursive `.dtype` attribute lookup. +* `#13368 <https://github.com/numpy/numpy/pull/13368>`__: ENH: Use AVX for float32 implementation of np.sin & np.cos +* `#13605 <https://github.com/numpy/numpy/pull/13605>`__: DEP: Deprecate silent ignoring of bad data in fromfile/fromstring +* `#13610 <https://github.com/numpy/numpy/pull/13610>`__: ENH: Always produce a consistent shape in the result of `argwhere` +* `#13673 <https://github.com/numpy/numpy/pull/13673>`__: DOC: array(obj, dtype=dt) can downcast +* `#13698 <https://github.com/numpy/numpy/pull/13698>`__: DOC: Document ma.filled behavior with non-scalar fill_value +* `#13710 <https://github.com/numpy/numpy/pull/13710>`__: DOC: Add note to irfft-like functions about the default sizes +* `#13739 <https://github.com/numpy/numpy/pull/13739>`__: BUG: Don't produce undefined behavior for a << b if b >= bitsof(a) +* `#13766 <https://github.com/numpy/numpy/pull/13766>`__: MAINT: Update NEP template. +* `#13794 <https://github.com/numpy/numpy/pull/13794>`__: ENH: random: Add the multivariate hypergeometric distribution. +* `#13799 <https://github.com/numpy/numpy/pull/13799>`__: DOC: Fix unrendered links +* `#13812 <https://github.com/numpy/numpy/pull/13812>`__: MAINT: Rewrite Floyd algorithm +* `#13825 <https://github.com/numpy/numpy/pull/13825>`__: DOC: Add missing macros to C-API documentation +* `#13829 <https://github.com/numpy/numpy/pull/13829>`__: ENH: Add axis argument to random.permutation and random.shuffle +* `#13847 <https://github.com/numpy/numpy/pull/13847>`__: DOC: Adds documentation of functions exposed in numpy namespace +* `#13860 <https://github.com/numpy/numpy/pull/13860>`__: BUG: Refcount fixes +* `#13871 <https://github.com/numpy/numpy/pull/13871>`__: MAINT: Ensure array_dealloc does not modify refcount of self +* `#13874 <https://github.com/numpy/numpy/pull/13874>`__: MAINT: Prepare master for 1.18.0 development. +* `#13876 <https://github.com/numpy/numpy/pull/13876>`__: MAINT,BUG,DOC: Fix errors in _add_newdocs +* `#13880 <https://github.com/numpy/numpy/pull/13880>`__: MAINT: Remove an unnessary backslash between two string literals +* `#13881 <https://github.com/numpy/numpy/pull/13881>`__: MAINT: Update pavement to use python3 in shell commands. +* `#13882 <https://github.com/numpy/numpy/pull/13882>`__: MAINT: Remove unnecessary backslashes (and replace others by... +* `#13883 <https://github.com/numpy/numpy/pull/13883>`__: MAINT: Replace integers in places where booleans are expected +* `#13884 <https://github.com/numpy/numpy/pull/13884>`__: DOC: Add missing parameter description for keepdims in MaskedArray +* `#13885 <https://github.com/numpy/numpy/pull/13885>`__: ENH: use AVX for float32 and float64 implementation of sqrt,... +* `#13886 <https://github.com/numpy/numpy/pull/13886>`__: DOC: reformat top-level release index +* `#13892 <https://github.com/numpy/numpy/pull/13892>`__: DOC : Refactor Array API documentation -- Array Structure and... +* `#13895 <https://github.com/numpy/numpy/pull/13895>`__: DOC: Fix typo in "make_mask" documentation +* `#13896 <https://github.com/numpy/numpy/pull/13896>`__: MAINT: Delete unused _aliased_types.py +* `#13901 <https://github.com/numpy/numpy/pull/13901>`__: BLD: Remove Trusty dist in Travis CI build +* `#13907 <https://github.com/numpy/numpy/pull/13907>`__: BUG: Handle weird bytestrings in dtype() +* `#13908 <https://github.com/numpy/numpy/pull/13908>`__: ENH: use towncrier to build the release note +* `#13913 <https://github.com/numpy/numpy/pull/13913>`__: ENH: improve error message for ragged-array creation failure +* `#13914 <https://github.com/numpy/numpy/pull/13914>`__: DOC: Update the description of byteswap +* `#13916 <https://github.com/numpy/numpy/pull/13916>`__: BUG: i0 Bessel function regression on array-likes supporting... +* `#13920 <https://github.com/numpy/numpy/pull/13920>`__: ENH, BUILD: refactor all OpenBLAS downloads into a single, testable... +* `#13922 <https://github.com/numpy/numpy/pull/13922>`__: MAINT: Remove unnecessary parenthesis in numpy.ma.core +* `#13925 <https://github.com/numpy/numpy/pull/13925>`__: MAINT: Fix wrong spelling of ufunc +* `#13926 <https://github.com/numpy/numpy/pull/13926>`__: DOC: Remove explicit .next method calls with built-in next function... +* `#13928 <https://github.com/numpy/numpy/pull/13928>`__: DOC: Don't override MaskedArray.view documentation with the one... +* `#13930 <https://github.com/numpy/numpy/pull/13930>`__: BUG: Fix incorrect GIL release in array.nonzero +* `#13935 <https://github.com/numpy/numpy/pull/13935>`__: MAINT: Warn if `_add_newdocs.py` is used to add docstrings to... +* `#13943 <https://github.com/numpy/numpy/pull/13943>`__: MAINT: Revert #13876, "MAINT,BUG,DOC: Fix errors in _add_newdocs" +* `#13944 <https://github.com/numpy/numpy/pull/13944>`__: MAINT,BUG,DOC: Fix errors in _add_newdocs +* `#13945 <https://github.com/numpy/numpy/pull/13945>`__: DOC, MAINT: emphasize random API changes, remove Generator.randint +* `#13946 <https://github.com/numpy/numpy/pull/13946>`__: DOC: Add a numpy-doc docstring to add_newdoc +* `#13947 <https://github.com/numpy/numpy/pull/13947>`__: DOC: Fix rst rendering in data types +* `#13948 <https://github.com/numpy/numpy/pull/13948>`__: DOC:Update the description of set_printoptions in quickstart... +* `#13950 <https://github.com/numpy/numpy/pull/13950>`__: Fixing failure on Python 2.7 on Windows 7 +* `#13952 <https://github.com/numpy/numpy/pull/13952>`__: Fix a typo related to the range of indices +* `#13959 <https://github.com/numpy/numpy/pull/13959>`__: DOC: add space between words across lines +* `#13964 <https://github.com/numpy/numpy/pull/13964>`__: BUG, DOC: add new recfunctions to `__all__` +* `#13967 <https://github.com/numpy/numpy/pull/13967>`__: DOC: Change (old) range() to np.arange() +* `#13968 <https://github.com/numpy/numpy/pull/13968>`__: DOC: improve np.sort docstring +* `#13970 <https://github.com/numpy/numpy/pull/13970>`__: DOC: spellcheck numpy/doc/broadcasting.py +* `#13976 <https://github.com/numpy/numpy/pull/13976>`__: MAINT, TST: remove test-installed-numpy.py +* `#13979 <https://github.com/numpy/numpy/pull/13979>`__: DOC: Document array_function at a higher level. +* `#13985 <https://github.com/numpy/numpy/pull/13985>`__: DOC: show workaround for backward compatibility +* `#13988 <https://github.com/numpy/numpy/pull/13988>`__: DOC: Add a call for contribution paragraph to the readme +* `#13989 <https://github.com/numpy/numpy/pull/13989>`__: BUG: Missing warnings import in polyutils +* `#13990 <https://github.com/numpy/numpy/pull/13990>`__: BUILD: adapt "make version-check" to "make dist" +* `#13991 <https://github.com/numpy/numpy/pull/13991>`__: DOC: emphasize need for matching numpy, git versions +* `#14002 <https://github.com/numpy/numpy/pull/14002>`__: TST, MAINT, BUG: expand OpenBLAS version checking +* `#14004 <https://github.com/numpy/numpy/pull/14004>`__: ENH: Chain exception for typed item assignment +* `#14005 <https://github.com/numpy/numpy/pull/14005>`__: MAINT: Fix spelling error in npy_tempita kwarg +* `#14010 <https://github.com/numpy/numpy/pull/14010>`__: DOC: Array API : Directory restructure and code cleanup +* `#14011 <https://github.com/numpy/numpy/pull/14011>`__: [DOC] Remove unused/deprecated functions +* `#14022 <https://github.com/numpy/numpy/pull/14022>`__: Update system_info.py +* `#14025 <https://github.com/numpy/numpy/pull/14025>`__: DOC:Link between the two indexing documentation pages +* `#14026 <https://github.com/numpy/numpy/pull/14026>`__: DOC: Update NumFOCUS subcommittee replacing Nathaniel with Sebastian +* `#14027 <https://github.com/numpy/numpy/pull/14027>`__: DOC: update "Contributing to NumPy" with more activities/roles +* `#14028 <https://github.com/numpy/numpy/pull/14028>`__: DOC: Improve quickstart documentation of new random Generator +* `#14030 <https://github.com/numpy/numpy/pull/14030>`__: DEP: Speed up WarnOnWrite deprecation in buffer interface +* `#14032 <https://github.com/numpy/numpy/pull/14032>`__: NEP: numpy.org website redesign +* `#14035 <https://github.com/numpy/numpy/pull/14035>`__: DOC: Fix docstring of numpy.allclose regarding NaNs +* `#14036 <https://github.com/numpy/numpy/pull/14036>`__: DEP: Raise warnings for deprecated functions PyArray_As1D, PyArray_As2D +* `#14039 <https://github.com/numpy/numpy/pull/14039>`__: DEP: Remove np.rank which has been deprecated for more than 5... +* `#14048 <https://github.com/numpy/numpy/pull/14048>`__: BUG, TEST: Adding validation test suite to validate float32 exp +* `#14051 <https://github.com/numpy/numpy/pull/14051>`__: ENH,DEP: Allow multiple axes in expand_dims +* `#14053 <https://github.com/numpy/numpy/pull/14053>`__: ENH: add pyproject.toml +* `#14060 <https://github.com/numpy/numpy/pull/14060>`__: DOC: Update cversions.py links and wording +* `#14062 <https://github.com/numpy/numpy/pull/14062>`__: DOC, BUILD: cleanups and fix (again) 'make dist' +* `#14063 <https://github.com/numpy/numpy/pull/14063>`__: BUG: Fix file-like object check when saving arrays +* `#14064 <https://github.com/numpy/numpy/pull/14064>`__: DOC: Resolve bad references in Sphinx warnings +* `#14068 <https://github.com/numpy/numpy/pull/14068>`__: MAINT: bump ARMv8 / POWER8 OpenBLAS in CI +* `#14069 <https://github.com/numpy/numpy/pull/14069>`__: DOC: Emphasize the need to run tests when building from source +* `#14070 <https://github.com/numpy/numpy/pull/14070>`__: DOC:Add example to clarify "numpy.save" behavior on already open... +* `#14072 <https://github.com/numpy/numpy/pull/14072>`__: DEP: Deprecate full and economic modes for linalg.qr +* `#14073 <https://github.com/numpy/numpy/pull/14073>`__: DOC: Doc release +* `#14074 <https://github.com/numpy/numpy/pull/14074>`__: BUG: fix build issue on icc 2016 +* `#14076 <https://github.com/numpy/numpy/pull/14076>`__: TST: Add 3.8-dev to travisCI testing. +* `#14085 <https://github.com/numpy/numpy/pull/14085>`__: DOC: Add blank line above doctest for intersect1d +* `#14086 <https://github.com/numpy/numpy/pull/14086>`__: ENH: Propose standard policy for dropping support of old Python... +* `#14089 <https://github.com/numpy/numpy/pull/14089>`__: DOC: Use `pip install .` where possible instead of calling setup.py +* `#14091 <https://github.com/numpy/numpy/pull/14091>`__: MAINT: adjustments to test_ufunc_noncontigous +* `#14092 <https://github.com/numpy/numpy/pull/14092>`__: MAINT: Improve NEP template +* `#14096 <https://github.com/numpy/numpy/pull/14096>`__: DOC: fix documentation of i and j for tri. +* `#14097 <https://github.com/numpy/numpy/pull/14097>`__: MAINT: Lazy import testing on python >=3.7 +* `#14100 <https://github.com/numpy/numpy/pull/14100>`__: DEP: Deprecate PyArray_FromDimsAndDataAndDescr, PyArray_FromDims +* `#14101 <https://github.com/numpy/numpy/pull/14101>`__: MAINT: Clearer error message while padding with stat_length=0 +* `#14106 <https://github.com/numpy/numpy/pull/14106>`__: MAINT: remove duplicate variable assignments +* `#14108 <https://github.com/numpy/numpy/pull/14108>`__: BUG: initialize variable that is passed by pointer +* `#14110 <https://github.com/numpy/numpy/pull/14110>`__: DOC: fix typo in c-api/array.rst doc +* `#14121 <https://github.com/numpy/numpy/pull/14121>`__: BUG: Add gcd/lcm definitions to npy_math.h +* `#14122 <https://github.com/numpy/numpy/pull/14122>`__: MAINT: Mark umath accuracy test xfail. +* `#14124 <https://github.com/numpy/numpy/pull/14124>`__: MAINT: Use equality instead of identity check with literal +* `#14130 <https://github.com/numpy/numpy/pull/14130>`__: MAINT: Fix small typo in quickstart docs +* `#14134 <https://github.com/numpy/numpy/pull/14134>`__: DOC, MAINT: Update master after 1.17.0 release. +* `#14141 <https://github.com/numpy/numpy/pull/14141>`__: ENH: add c-imported modules for freeze analysis in np.random +* `#14143 <https://github.com/numpy/numpy/pull/14143>`__: BUG: Fix DeprecationWarning in python 3.8 +* `#14144 <https://github.com/numpy/numpy/pull/14144>`__: BUG: Remove stray print that causes a SystemError on python 3.7... +* `#14145 <https://github.com/numpy/numpy/pull/14145>`__: BUG: Remove the broken clip wrapper +* `#14152 <https://github.com/numpy/numpy/pull/14152>`__: BUG: avx2_scalef_ps must be static +* `#14153 <https://github.com/numpy/numpy/pull/14153>`__: TST: Allow fuss in testing strided/non-strided exp/log loops +* `#14170 <https://github.com/numpy/numpy/pull/14170>`__: NEP: Proposal for __duckarray__ protocol +* `#14171 <https://github.com/numpy/numpy/pull/14171>`__: BUG: Make advanced indexing result on read-only subclass writeable +* `#14178 <https://github.com/numpy/numpy/pull/14178>`__: TST: Clean up of test_pocketfft.py +* `#14181 <https://github.com/numpy/numpy/pull/14181>`__: DEP: Deprecate np.alen +* `#14185 <https://github.com/numpy/numpy/pull/14185>`__: MAINT: Workaround for Intel compiler bug leading to failing test +* `#14190 <https://github.com/numpy/numpy/pull/14190>`__: DOC: Fix hermitian argument docs in `svd` +* `#14195 <https://github.com/numpy/numpy/pull/14195>`__: MAINT: Fix a docstring typo. +* `#14196 <https://github.com/numpy/numpy/pull/14196>`__: DOC: Fix links in `/.github/CONTRIBUTING.md`. +* `#14197 <https://github.com/numpy/numpy/pull/14197>`__: ENH: Multivariate normal speedups +* `#14203 <https://github.com/numpy/numpy/pull/14203>`__: MAINT: Improve mismatch message of np.testing.assert_array_equal +* `#14204 <https://github.com/numpy/numpy/pull/14204>`__: DOC,MAINT: Move towncrier files and fixup categories +* `#14207 <https://github.com/numpy/numpy/pull/14207>`__: BUG: Fixed default BitGenerator name +* `#14209 <https://github.com/numpy/numpy/pull/14209>`__: BUG: Fix uint-overflow if padding with linear_ramp and negative... +* `#14216 <https://github.com/numpy/numpy/pull/14216>`__: ENH: Enable huge pages in all Linux builds +* `#14217 <https://github.com/numpy/numpy/pull/14217>`__: BUG: Fix leak in the f2py-generated module init and `PyMem_Del`... +* `#14219 <https://github.com/numpy/numpy/pull/14219>`__: DOC: new nan_to_num keywords are from 1.17 onwards +* `#14223 <https://github.com/numpy/numpy/pull/14223>`__: TST: Add tests for deprecated C functions (PyArray_As1D, PyArray_As1D) +* `#14224 <https://github.com/numpy/numpy/pull/14224>`__: DOC: mention `take_along_axis` in `choose` +* `#14227 <https://github.com/numpy/numpy/pull/14227>`__: ENH: Parse complex number from string +* `#14231 <https://github.com/numpy/numpy/pull/14231>`__: DOC: update or remove outdated sourceforge links +* `#14234 <https://github.com/numpy/numpy/pull/14234>`__: MAINT: Better error message for norm +* `#14235 <https://github.com/numpy/numpy/pull/14235>`__: DOC: add backlinks to numpy.org +* `#14240 <https://github.com/numpy/numpy/pull/14240>`__: BUG: Don't fail when lexsorting some empty arrays. +* `#14241 <https://github.com/numpy/numpy/pull/14241>`__: BUG: Fix segfault in `random.permutation(x)` when x is a string. +* `#14245 <https://github.com/numpy/numpy/pull/14245>`__: Doc: fix a typo in NEP21 +* `#14249 <https://github.com/numpy/numpy/pull/14249>`__: DOC: set status of NEP 28 (website redesign) to Accepted +* `#14250 <https://github.com/numpy/numpy/pull/14250>`__: BLD: MAINT: change default behavior of build flag appending. +* `#14252 <https://github.com/numpy/numpy/pull/14252>`__: BUG: Fixes StopIteration error from 'np.genfromtext' for empty... +* `#14255 <https://github.com/numpy/numpy/pull/14255>`__: BUG: fix inconsistent axes ordering for axis in function `unique` +* `#14256 <https://github.com/numpy/numpy/pull/14256>`__: DEP: Deprecate load/dump functions in favour of pickle methods +* `#14257 <https://github.com/numpy/numpy/pull/14257>`__: MAINT: Update NEP-30 +* `#14259 <https://github.com/numpy/numpy/pull/14259>`__: DEP: Deprecate arrayprint formatting functions +* `#14266 <https://github.com/numpy/numpy/pull/14266>`__: DOC: remove scipy.org from the breadcrumb formattiong +* `#14270 <https://github.com/numpy/numpy/pull/14270>`__: BUG: Fix formatting error in exception message +* `#14272 <https://github.com/numpy/numpy/pull/14272>`__: DOC: Address typos in dispatch docs +* `#14279 <https://github.com/numpy/numpy/pull/14279>`__: BUG: Fix ZeroDivisionError for zero length arrays in pocketfft. +* `#14290 <https://github.com/numpy/numpy/pull/14290>`__: BUG: Fix misuse of .names and .fields in various places +* `#14291 <https://github.com/numpy/numpy/pull/14291>`__: TST, BUG: Use python3.6-dbg. +* `#14295 <https://github.com/numpy/numpy/pull/14295>`__: BUG: core: Handle large negative np.int64 args in binary_repr. +* `#14298 <https://github.com/numpy/numpy/pull/14298>`__: BUG: Fix numpy.random bug in platform detection +* `#14303 <https://github.com/numpy/numpy/pull/14303>`__: MAINT: random: Match type of SeedSequence.pool_size to DEFAULT_POOL_SIZE. +* `#14310 <https://github.com/numpy/numpy/pull/14310>`__: Bug: Fix behavior of structured_to_unstructured on non-trivial... +* `#14311 <https://github.com/numpy/numpy/pull/14311>`__: DOC: add two commas, move one word +* `#14313 <https://github.com/numpy/numpy/pull/14313>`__: DOC: Clarify rules about broadcasting when empty arrays are involved. +* `#14321 <https://github.com/numpy/numpy/pull/14321>`__: TST, MAINT: bump to OpenBLAS 0.3.7 stable +* `#14325 <https://github.com/numpy/numpy/pull/14325>`__: DEP: numpy.testing.rand +* `#14335 <https://github.com/numpy/numpy/pull/14335>`__: DEP: Deprecate class `SafeEval` +* `#14341 <https://github.com/numpy/numpy/pull/14341>`__: BUG: revert detecting and raising error on ragged arrays +* `#14342 <https://github.com/numpy/numpy/pull/14342>`__: DOC: Improve documentation of `isscalar`. +* `#14349 <https://github.com/numpy/numpy/pull/14349>`__: MAINT: Fix bloated mismatch error percentage in array comparisons. +* `#14351 <https://github.com/numpy/numpy/pull/14351>`__: DOC: Fix a minor typo in dispatch documentation. +* `#14352 <https://github.com/numpy/numpy/pull/14352>`__: MAINT: Remove redundant deprecation checks +* `#14353 <https://github.com/numpy/numpy/pull/14353>`__: MAINT: polynomial: Add an N-d vander implementation used under... +* `#14355 <https://github.com/numpy/numpy/pull/14355>`__: DOC: clarify that PytestTester is non-public +* `#14356 <https://github.com/numpy/numpy/pull/14356>`__: DOC: support and require sphinx>=2.2 +* `#14360 <https://github.com/numpy/numpy/pull/14360>`__: DOC: random: fix doc linking, was referencing private submodules. +* `#14364 <https://github.com/numpy/numpy/pull/14364>`__: MAINT: Fixes for prospective Python 3.10 and 4.0 +* `#14365 <https://github.com/numpy/numpy/pull/14365>`__: DOC: lib: Add more explanation of the weighted average calculation. +* `#14368 <https://github.com/numpy/numpy/pull/14368>`__: MAINT: Avoid BytesWarning in PyArray_DescrConverter() +* `#14369 <https://github.com/numpy/numpy/pull/14369>`__: MAINT: Post NumPy 1.17.1 update. +* `#14370 <https://github.com/numpy/numpy/pull/14370>`__: DOC: Fixed dtype docs for var, nanvar. +* `#14372 <https://github.com/numpy/numpy/pull/14372>`__: DOC: Document project as Python 3 only with a trove classifier +* `#14378 <https://github.com/numpy/numpy/pull/14378>`__: BUILD: move all test dependencies to ./test_requirements.txt +* `#14381 <https://github.com/numpy/numpy/pull/14381>`__: BUG: lib: Fix histogram problem with signed integer arrays. +* `#14385 <https://github.com/numpy/numpy/pull/14385>`__: REL: Update master after NumPy 1.16.5 release. +* `#14387 <https://github.com/numpy/numpy/pull/14387>`__: BUG: test, fix regression in converting to ctypes +* `#14389 <https://github.com/numpy/numpy/pull/14389>`__: NEP: Add initial draft of NEP-31: Context-local and global overrides... +* `#14390 <https://github.com/numpy/numpy/pull/14390>`__: DOC: document numpy/doc update process +* `#14392 <https://github.com/numpy/numpy/pull/14392>`__: DOC: update np.around docstring with note about floating-point... +* `#14393 <https://github.com/numpy/numpy/pull/14393>`__: BUG: view with fieldless dtype should raise if itemsize != 0 +* `#14395 <https://github.com/numpy/numpy/pull/14395>`__: DOC: fix issue with __new__ usage in subclassing doc. +* `#14398 <https://github.com/numpy/numpy/pull/14398>`__: DOC: Fix release notes table of contents +* `#14399 <https://github.com/numpy/numpy/pull/14399>`__: NEP 32: Remove the financial functions from NumPy +* `#14404 <https://github.com/numpy/numpy/pull/14404>`__: BLD: Update RELEASE_WALKTHROUGH and cythonize. +* `#14407 <https://github.com/numpy/numpy/pull/14407>`__: Bump pytest from 5.1.1 to 5.1.2 +* `#14408 <https://github.com/numpy/numpy/pull/14408>`__: TST: Remove build job since we now use Dependabot +* `#14410 <https://github.com/numpy/numpy/pull/14410>`__: BLD: Only allow using Cython module when cythonizing. +* `#14411 <https://github.com/numpy/numpy/pull/14411>`__: TST: Add dependabot config file. +* `#14416 <https://github.com/numpy/numpy/pull/14416>`__: BUG: Fix format statement associated with AttributeError. +* `#14417 <https://github.com/numpy/numpy/pull/14417>`__: BUG: Fix aradixsort indirect indexing. +* `#14426 <https://github.com/numpy/numpy/pull/14426>`__: DOC: add the reference to 'printoptions' +* `#14429 <https://github.com/numpy/numpy/pull/14429>`__: BUG: Do not show Override module in private error classes. +* `#14444 <https://github.com/numpy/numpy/pull/14444>`__: DOC: Make implementation bullet points consistent in NEP 29 +* `#14447 <https://github.com/numpy/numpy/pull/14447>`__: MAINT: Clarify policy language in NEP-29. +* `#14448 <https://github.com/numpy/numpy/pull/14448>`__: REL: Update master after 1.17.2 release. +* `#14452 <https://github.com/numpy/numpy/pull/14452>`__: MAINT: clean up pocketfft modules inside numpy.fft namespace +* `#14453 <https://github.com/numpy/numpy/pull/14453>`__: BLD: remove generated Cython files from sdist +* `#14454 <https://github.com/numpy/numpy/pull/14454>`__: MAINT: add test to prevent new public-looking modules being added +* `#14458 <https://github.com/numpy/numpy/pull/14458>`__: BUG: random.hypergeometic assumes npy_long is npy_int64, hangs... +* `#14459 <https://github.com/numpy/numpy/pull/14459>`__: ENH: Print the amount of memory that would be used by a failed... +* `#14460 <https://github.com/numpy/numpy/pull/14460>`__: MAINT: use test_requirements.txt in tox and shippable, ship it... +* `#14464 <https://github.com/numpy/numpy/pull/14464>`__: BUG: add a specialized loop for boolean matmul +* `#14469 <https://github.com/numpy/numpy/pull/14469>`__: BUG: Fix _ctypes class circular reference. (#13808) +* `#14472 <https://github.com/numpy/numpy/pull/14472>`__: BUG: core: Fix the str function of the rational dtype. +* `#14475 <https://github.com/numpy/numpy/pull/14475>`__: DOC: add timedelta64 signature +* `#14477 <https://github.com/numpy/numpy/pull/14477>`__: MAINT: Extract raising of MemoryError to a helper function +* `#14483 <https://github.com/numpy/numpy/pull/14483>`__: BUG,MAINT: Some fixes and minor cleanup based on clang analysis +* `#14484 <https://github.com/numpy/numpy/pull/14484>`__: MAINT: Add `NPY_UNUSED` and `const` qualified suggested by clang +* `#14485 <https://github.com/numpy/numpy/pull/14485>`__: MAINT: Silence integer comparison build warnings in assert statements +* `#14486 <https://github.com/numpy/numpy/pull/14486>`__: MAINT: distutils: Add newline at the end of printed warnings. +* `#14490 <https://github.com/numpy/numpy/pull/14490>`__: BUG: random: Revert gh-14458 and refix gh-14557. +* `#14493 <https://github.com/numpy/numpy/pull/14493>`__: DOC: Fix reference NPY_ARRAY_OWNDATA instead of NPY_OWNDATA. +* `#14495 <https://github.com/numpy/numpy/pull/14495>`__: ENH: Allow NPY_PKG_CONFIG_PATH environment variable override +* `#14498 <https://github.com/numpy/numpy/pull/14498>`__: MAINT: remove the entropy c-extension module +* `#14499 <https://github.com/numpy/numpy/pull/14499>`__: DOC: Add backslashes so PyUFunc_FromFuncAndDataAndSignatureAndIdentity... +* `#14500 <https://github.com/numpy/numpy/pull/14500>`__: DOC: Fix a minor typo in changelog readme +* `#14501 <https://github.com/numpy/numpy/pull/14501>`__: BUG: Fix randint when range is 2**32 +* `#14503 <https://github.com/numpy/numpy/pull/14503>`__: DOC: tweak np.round docstring to clarify floating-point error +* `#14508 <https://github.com/numpy/numpy/pull/14508>`__: DOC: Add warning to NPV function +* `#14510 <https://github.com/numpy/numpy/pull/14510>`__: API: Do not return None from recfunctions.drop_fields +* `#14511 <https://github.com/numpy/numpy/pull/14511>`__: BUG: Fix flatten_dtype so that nested 0-field structs are flattened... +* `#14514 <https://github.com/numpy/numpy/pull/14514>`__: DOC: Build release notes during CircleCI step +* `#14518 <https://github.com/numpy/numpy/pull/14518>`__: BUILD: Hide platform configuration probe behind --debug-configure +* `#14520 <https://github.com/numpy/numpy/pull/14520>`__: Mention that split() returns views into the original array +* `#14521 <https://github.com/numpy/numpy/pull/14521>`__: MAINT: Simplify lookfor function +* `#14523 <https://github.com/numpy/numpy/pull/14523>`__: MAINT: random: Remove a few duplicated C function prototypes. +* `#14525 <https://github.com/numpy/numpy/pull/14525>`__: BUILD, MAINT: run tests with verbose for PyPY, also do not leak... +* `#14526 <https://github.com/numpy/numpy/pull/14526>`__: BUG: fix release snippet failures caught only after merging +* `#14527 <https://github.com/numpy/numpy/pull/14527>`__: BLD: add warn-error option, adds -Werror to compiler +* `#14531 <https://github.com/numpy/numpy/pull/14531>`__: BUG: random: Create a legacy implementation of random.binomial. +* `#14534 <https://github.com/numpy/numpy/pull/14534>`__: MAINT: remove unused functions, rearrange headers (from CC=clang) +* `#14535 <https://github.com/numpy/numpy/pull/14535>`__: DOC: Fix a bit of code in 'Beyond the Basics' C API user guide. +* `#14536 <https://github.com/numpy/numpy/pull/14536>`__: MAINT: Cleanup old_defines in DOC +* `#14540 <https://github.com/numpy/numpy/pull/14540>`__: DOC: Added missing versionadded to diff(prepend) +* `#14543 <https://github.com/numpy/numpy/pull/14543>`__: BUG: Avoid ctypes in Generators +* `#14545 <https://github.com/numpy/numpy/pull/14545>`__: Changing ImportWarning to DeprecationWarning +* `#14548 <https://github.com/numpy/numpy/pull/14548>`__: MAINT: handle case where GIT_VERSION is empty string +* `#14554 <https://github.com/numpy/numpy/pull/14554>`__: MAINT: core: Remove duplicated inner loop ee->e from log, exp,... +* `#14555 <https://github.com/numpy/numpy/pull/14555>`__: DOC: clarify input types in basics.io.genfromtxt.rst +* `#14557 <https://github.com/numpy/numpy/pull/14557>`__: DOC: remove note about Pocketfft license file (non-existing here). +* `#14558 <https://github.com/numpy/numpy/pull/14558>`__: DOC: Fix code that generates the table in the 'Casting Rules'... +* `#14562 <https://github.com/numpy/numpy/pull/14562>`__: MAINT: don't install partial numpy.random C/Cython API. +* `#14564 <https://github.com/numpy/numpy/pull/14564>`__: TST: ensure coercion tables aren't printed on failing public... +* `#14567 <https://github.com/numpy/numpy/pull/14567>`__: DEP: remove deprecated (and private) numpy.testing submodules. +* `#14568 <https://github.com/numpy/numpy/pull/14568>`__: BLD, DOC: fix gh-14518, add release note +* `#14570 <https://github.com/numpy/numpy/pull/14570>`__: BUG: importing build_src breaks setuptools monkeypatch for msvc14 +* `#14572 <https://github.com/numpy/numpy/pull/14572>`__: DOC: Note runtests.py `-- -s` method to use pytests `-s` +* `#14573 <https://github.com/numpy/numpy/pull/14573>`__: DOC: update submodule docstrings, remove info.py files +* `#14576 <https://github.com/numpy/numpy/pull/14576>`__: DOC: Document the NPY_SCALARKIND values as C variables. +* `#14582 <https://github.com/numpy/numpy/pull/14582>`__: MAINT: Bump pytest from 5.1.2 to 5.1.3 +* `#14583 <https://github.com/numpy/numpy/pull/14583>`__: DEP: remove deprecated select behaviour +* `#14585 <https://github.com/numpy/numpy/pull/14585>`__: BUG: Add missing check for 0-sized array in ravel_multi_index +* `#14586 <https://github.com/numpy/numpy/pull/14586>`__: BUG: dtype refcount cleanups +* `#14587 <https://github.com/numpy/numpy/pull/14587>`__: DOC: Fix a minor typo in changelog entry +* `#14592 <https://github.com/numpy/numpy/pull/14592>`__: MAINT: Fix typo: remoge → remove +* `#14595 <https://github.com/numpy/numpy/pull/14595>`__: DOC: Change the promotion table checkmark to 'Y'. +* `#14596 <https://github.com/numpy/numpy/pull/14596>`__: DEP: Complete deprecation of invalid array/memory order +* `#14598 <https://github.com/numpy/numpy/pull/14598>`__: DOC: Add to doc that interp cannot contain NaN +* `#14600 <https://github.com/numpy/numpy/pull/14600>`__: NEP: Accept NEP 32. +* `#14601 <https://github.com/numpy/numpy/pull/14601>`__: NEP: Fix discrepancies in NEPs +* `#14603 <https://github.com/numpy/numpy/pull/14603>`__: NEP: Only list "Active" NEPs under "Meta-NEPs" +* `#14604 <https://github.com/numpy/numpy/pull/14604>`__: API: restructure and document numpy.random C-API +* `#14605 <https://github.com/numpy/numpy/pull/14605>`__: BUG: properly define PyArray_DescrCheck{,Exact} +* `#14607 <https://github.com/numpy/numpy/pull/14607>`__: MAINT: Remove duplicate files from .gitignore +* `#14608 <https://github.com/numpy/numpy/pull/14608>`__: API: rearrange the cython files in numpy.random +* `#14614 <https://github.com/numpy/numpy/pull/14614>`__: MAINT: Bump pytest from 5.1.3 to 5.2.0 +* `#14615 <https://github.com/numpy/numpy/pull/14615>`__: MAINT: Add "MAINT" tag to dependabot commit msg +* `#14616 <https://github.com/numpy/numpy/pull/14616>`__: DOC: Updated sphinx directive formatting +* `#14620 <https://github.com/numpy/numpy/pull/14620>`__: DEP: Finish deprecation of non-integer `num` in linspace +* `#14621 <https://github.com/numpy/numpy/pull/14621>`__: DOC: s/OR/AND/ in np.logical_and docstring +* `#14623 <https://github.com/numpy/numpy/pull/14623>`__: DOC: misleading np.sinc() documentation +* `#14629 <https://github.com/numpy/numpy/pull/14629>`__: DOC: clarify residual in np.polyfit +* `#14630 <https://github.com/numpy/numpy/pull/14630>`__: BUILD: change to build_src --verbose-cfg, runtests.py --debug-info +* `#14631 <https://github.com/numpy/numpy/pull/14631>`__: BUG: always free clean_sep +* `#14634 <https://github.com/numpy/numpy/pull/14634>`__: DOC: Create `class Extension` docstring and add it to documentation. +* `#14636 <https://github.com/numpy/numpy/pull/14636>`__: DOC: add `printoptions` as a context manager to `set_printoptions` +* `#14639 <https://github.com/numpy/numpy/pull/14639>`__: DOC: Fix typo in NEP 29 +* `#14643 <https://github.com/numpy/numpy/pull/14643>`__: MAINT: Use scalar math power function directly +* `#14649 <https://github.com/numpy/numpy/pull/14649>`__: DOC: Add IPython to dependencies needed to build docs. +* `#14652 <https://github.com/numpy/numpy/pull/14652>`__: MAINT: Bump pytest-cov from 2.7.1 to 2.8.1 +* `#14653 <https://github.com/numpy/numpy/pull/14653>`__: MAINT: Bump pytest from 5.2.0 to 5.2.1 +* `#14654 <https://github.com/numpy/numpy/pull/14654>`__: MAINT: Bump pytz from 2019.2 to 2019.3 +* `#14656 <https://github.com/numpy/numpy/pull/14656>`__: MAINT: Use `extract_unit` throughout datetime +* `#14657 <https://github.com/numpy/numpy/pull/14657>`__: BUG: fix fromfile behavior when reading sub-array dtypes +* `#14662 <https://github.com/numpy/numpy/pull/14662>`__: BUG: random: Use correct length when axis is given to shuffle. +* `#14669 <https://github.com/numpy/numpy/pull/14669>`__: BUG: Do not rely on undefined behaviour to cast from float to... +* `#14674 <https://github.com/numpy/numpy/pull/14674>`__: NEP: add default-dtype-object-deprecation nep 34 +* `#14681 <https://github.com/numpy/numpy/pull/14681>`__: MAINT: Remove unused boolean negative/subtract loops +* `#14682 <https://github.com/numpy/numpy/pull/14682>`__: DEP: ufunc `out` argument must be a tuple for multiple outputs +* `#14693 <https://github.com/numpy/numpy/pull/14693>`__: BUG: Fix `np.einsum` errors on Power9 Linux and z/Linux +* `#14696 <https://github.com/numpy/numpy/pull/14696>`__: DOC: Note release notes process changes on devdocs start page +* `#14699 <https://github.com/numpy/numpy/pull/14699>`__: Doc warnings +* `#14705 <https://github.com/numpy/numpy/pull/14705>`__: DOC: Switch Markdown link to RST in NEP 29 +* `#14709 <https://github.com/numpy/numpy/pull/14709>`__: TST: Divide Azure CI Pipelines into stages. +* `#14710 <https://github.com/numpy/numpy/pull/14710>`__: DEP: Finish the out kwarg deprecation for ufunc calls +* `#14711 <https://github.com/numpy/numpy/pull/14711>`__: DOC: Removing mentions of appveyor +* `#14714 <https://github.com/numpy/numpy/pull/14714>`__: BUG: Default start to 0 for timedelta arange +* `#14717 <https://github.com/numpy/numpy/pull/14717>`__: API: NaT (arg)min/max behavior +* `#14718 <https://github.com/numpy/numpy/pull/14718>`__: API: Forbid Q<->m safe casting +* `#14720 <https://github.com/numpy/numpy/pull/14720>`__: DEP: deprecate financial functions. +* `#14721 <https://github.com/numpy/numpy/pull/14721>`__: DOC: Move newsfragment to correct folder +* `#14723 <https://github.com/numpy/numpy/pull/14723>`__: DOC: cleaning up examples in maskedarray.generic +* `#14725 <https://github.com/numpy/numpy/pull/14725>`__: MAINT: umath: Change error message for unsupported bool subtraction. +* `#14730 <https://github.com/numpy/numpy/pull/14730>`__: ENH: Add complex number support for fromfile +* `#14732 <https://github.com/numpy/numpy/pull/14732>`__: TST: run refguide-check on rst files in doc/* +* `#14734 <https://github.com/numpy/numpy/pull/14734>`__: DOC: Edit NEP procedure for better discussion +* `#14736 <https://github.com/numpy/numpy/pull/14736>`__: DOC: Post 1.17.3 release update. +* `#14737 <https://github.com/numpy/numpy/pull/14737>`__: NEP: Accept NEP 29 as final +* `#14738 <https://github.com/numpy/numpy/pull/14738>`__: BUG: Don't narrow intp to int when producing error messages +* `#14742 <https://github.com/numpy/numpy/pull/14742>`__: DOC: lib: Fix deprecation markup in financial function docstrings. +* `#14743 <https://github.com/numpy/numpy/pull/14743>`__: DOC: Change from HTTP to HTTPS +* `#14745 <https://github.com/numpy/numpy/pull/14745>`__: BUG: clear only attribute errors in get_attr_string.h::maybe_get_attr +* `#14762 <https://github.com/numpy/numpy/pull/14762>`__: MAINT: doc: Remove doc/newdtype_example/ +* `#14763 <https://github.com/numpy/numpy/pull/14763>`__: Reword cautionary note about dtype.descr +* `#14769 <https://github.com/numpy/numpy/pull/14769>`__: BUG: fix integer size confusion in handling array's ndmin argument +* `#14771 <https://github.com/numpy/numpy/pull/14771>`__: TST, BUILD: add a gcc 4.8 run on ubuntu 18.04 +* `#14775 <https://github.com/numpy/numpy/pull/14775>`__: Update CLASSIFIERS with python 3.8 support +* `#14777 <https://github.com/numpy/numpy/pull/14777>`__: BUG: random: biased samples from integers() with 8 or 16 bit... +* `#14782 <https://github.com/numpy/numpy/pull/14782>`__: DOC: Add release note about changed random variate stream from... +* `#14786 <https://github.com/numpy/numpy/pull/14786>`__: DOC: Make changes to NEP procedure +* `#14790 <https://github.com/numpy/numpy/pull/14790>`__: DOC: random: Remove redundant 'See Also' entry in 'uniform' docstring. +* `#14791 <https://github.com/numpy/numpy/pull/14791>`__: MAINT: Minor typo fix +* `#14792 <https://github.com/numpy/numpy/pull/14792>`__: MAINT: Bump pytest from 5.2.1 to 5.2.2 +* `#14793 <https://github.com/numpy/numpy/pull/14793>`__: DOC: Adjust NEP-31 to new template. +* `#14794 <https://github.com/numpy/numpy/pull/14794>`__: DEP: issue deprecation warning when creating ragged array (NEP... +* `#14798 <https://github.com/numpy/numpy/pull/14798>`__: NEP: move 'NEP 29 random' from Accepted to Final +* `#14799 <https://github.com/numpy/numpy/pull/14799>`__: DOC: Add take_along_axis to the see also section in argmin, argmax... +* `#14800 <https://github.com/numpy/numpy/pull/14800>`__: ENH: change object-array comparisons to prefer OO->O unfuncs +* `#14805 <https://github.com/numpy/numpy/pull/14805>`__: TST: Don't construct Fraction instances from numpy scalars +* `#14814 <https://github.com/numpy/numpy/pull/14814>`__: Rename helper functions to not use the word rank +* `#14820 <https://github.com/numpy/numpy/pull/14820>`__: MAINT: Use templating to merge float loops +* `#14826 <https://github.com/numpy/numpy/pull/14826>`__: BUILD: ignore more build.log warnings +* `#14827 <https://github.com/numpy/numpy/pull/14827>`__: BLD: Prevent -flto from optimising long double representation... +* `#14829 <https://github.com/numpy/numpy/pull/14829>`__: BUG: raise ValueError for empty arrays passed to _pyarray_correlate +* `#14830 <https://github.com/numpy/numpy/pull/14830>`__: MAINT: move buffer.h -> npy_buffer.h to avoid conflicts +* `#14836 <https://github.com/numpy/numpy/pull/14836>`__: MAINT: Bump cython from 0.29.13 to 0.29.14 +* `#14841 <https://github.com/numpy/numpy/pull/14841>`__: ENH: add isinf, isnan, fmin, fmax loops for datetime64, timedelta64 +* `#14842 <https://github.com/numpy/numpy/pull/14842>`__: BLD: add 'apt update' to shippable +* `#14845 <https://github.com/numpy/numpy/pull/14845>`__: MAINT: revert gh-14800, which gave precedence to OO->O over OO->? +* `#14874 <https://github.com/numpy/numpy/pull/14874>`__: REL: Update master after 1.17.4 release. +* `#14878 <https://github.com/numpy/numpy/pull/14878>`__: BUILD: remove SSE2 flag from numpy.random builds +* `#14879 <https://github.com/numpy/numpy/pull/14879>`__: DOC: Update NEP29 with Python3.8 informations. +* `#14881 <https://github.com/numpy/numpy/pull/14881>`__: BUG: Remove builtins from __all__ +* `#14898 <https://github.com/numpy/numpy/pull/14898>`__: MAINT: Delete and ignore generated files +* `#14899 <https://github.com/numpy/numpy/pull/14899>`__: Update FUNDING.yml +* `#14901 <https://github.com/numpy/numpy/pull/14901>`__: MAINT: Remove uses of scalar aliases +* `#14903 <https://github.com/numpy/numpy/pull/14903>`__: NEP: move nep 34 to accepted +* `#14907 <https://github.com/numpy/numpy/pull/14907>`__: TST: Add s390x to the TravisCI test matrix. +* `#14912 <https://github.com/numpy/numpy/pull/14912>`__: DOC: Note FFT type promotion +* `#14914 <https://github.com/numpy/numpy/pull/14914>`__: TST: Test with Python3.8 on Windows. +* `#14915 <https://github.com/numpy/numpy/pull/14915>`__: TST: Update travis.yml +* `#14921 <https://github.com/numpy/numpy/pull/14921>`__: TST: add no_tracing decorator to refcount-sensitive codepath... +* `#14926 <https://github.com/numpy/numpy/pull/14926>`__: MAINT: Bump pytest from 5.2.2 to 5.2.4 +* `#14929 <https://github.com/numpy/numpy/pull/14929>`__: BUG: Fix step returned by linspace when num=1 and endpoint=False +* `#14932 <https://github.com/numpy/numpy/pull/14932>`__: DOC: Compare 'tolist' function to 'list' in example +* `#14935 <https://github.com/numpy/numpy/pull/14935>`__: DOC: Clarify return type for default_rng +* `#14944 <https://github.com/numpy/numpy/pull/14944>`__: MAINT: move numpy/random/examples -> numpy/random/_examples +* `#14947 <https://github.com/numpy/numpy/pull/14947>`__: DOC: testing: Note handling of scalars in assert_array_equal... +* `#14948 <https://github.com/numpy/numpy/pull/14948>`__: DOC, API: add random.__init__.pxd and document random.* functions +* `#14951 <https://github.com/numpy/numpy/pull/14951>`__: DOC: Clean up examples of low-level random access +* `#14954 <https://github.com/numpy/numpy/pull/14954>`__: TST. API: test using distributions.h via cffi +* `#14962 <https://github.com/numpy/numpy/pull/14962>`__: TST: skip if cython is not available +* `#14967 <https://github.com/numpy/numpy/pull/14967>`__: MAINT: Cleaned up mintypecode for Py3 +* `#14973 <https://github.com/numpy/numpy/pull/14973>`__: DOC: fix docstring of np.linalg.norm +* `#14974 <https://github.com/numpy/numpy/pull/14974>`__: MAINT: Added Python3.8 branch to dll lib discovery on Windows +* `#14976 <https://github.com/numpy/numpy/pull/14976>`__: DEV: update asv.conf.json +* `#14978 <https://github.com/numpy/numpy/pull/14978>`__: MAINT: Bump pytest from 5.2.4 to 5.3.0 +* `#14982 <https://github.com/numpy/numpy/pull/14982>`__: MAINT: Fix typos +* `#14983 <https://github.com/numpy/numpy/pull/14983>`__: REV: "ENH: Improved performance of PyArray_FromAny for sequences... +* `#14994 <https://github.com/numpy/numpy/pull/14994>`__: BUG: warn when saving dtype with metadata +* `#14996 <https://github.com/numpy/numpy/pull/14996>`__: DEP: Deprecate the axis argument to masked_rows and masked_cols +* `#15004 <https://github.com/numpy/numpy/pull/15004>`__: MAINT: Fix long name of PCG64 +* `#15007 <https://github.com/numpy/numpy/pull/15007>`__: DOC, API: improve the C-API/Cython documentation and interfaces... +* `#15009 <https://github.com/numpy/numpy/pull/15009>`__: DOC: Fix typo in numpy.loadtxt and numpy.genfromtxt documentation +* `#15012 <https://github.com/numpy/numpy/pull/15012>`__: ENH: allow using symbol-suffixed 64-bit BLAS/LAPACK for numpy.dot... +* `#15014 <https://github.com/numpy/numpy/pull/15014>`__: DOC: add a more useful comment to compat.py3k.py +* `#15019 <https://github.com/numpy/numpy/pull/15019>`__: DOC: lib: Use a clearer example of ddof in the notes of the cov... +* `#15021 <https://github.com/numpy/numpy/pull/15021>`__: TST: machinery for tests requiring large memory + lapack64 smoketest +* `#15023 <https://github.com/numpy/numpy/pull/15023>`__: MAINT: Only copy input array in _replace_nan() if there are nans... +* `#15025 <https://github.com/numpy/numpy/pull/15025>`__: MAINT: Bump pytest from 5.3.0 to 5.3.1 +* `#15027 <https://github.com/numpy/numpy/pull/15027>`__: REV: "ENH: Improved performance of PyArray_FromAny for sequences... +* `#15031 <https://github.com/numpy/numpy/pull/15031>`__: REL: Prepare for 1.18 branch +* `#15032 <https://github.com/numpy/numpy/pull/15032>`__: MAINT: Cleaned up mintypecode for Py3 (pt. 2) +* `#15036 <https://github.com/numpy/numpy/pull/15036>`__: BUG: Fix refcounting in ufunc object loops +* `#15039 <https://github.com/numpy/numpy/pull/15039>`__: BUG: Exceptions tracebacks are dropped +* `#15053 <https://github.com/numpy/numpy/pull/15053>`__: REV: Revert "Merge pull request #14794 from mattip/nep-0034-impl" +* `#15058 <https://github.com/numpy/numpy/pull/15058>`__: API, DOC: change names to multivariate_hypergeometric, improve docs +* `#15059 <https://github.com/numpy/numpy/pull/15059>`__: REL: Prepare for NumPy 1.18.0 release. +* `#15109 <https://github.com/numpy/numpy/pull/15109>`__: TST: Check requires_memory immediately before the test +* `#15111 <https://github.com/numpy/numpy/pull/15111>`__: ENH: Add support to sort timedelta64 `NaT` to end of the array +* `#15112 <https://github.com/numpy/numpy/pull/15112>`__: MAINT: follow-up cleanup for blas64 PR +* `#15113 <https://github.com/numpy/numpy/pull/15113>`__: ENH: f2py: add --f2cmap option for specifying the name of .f2py_f2cmap +* `#15114 <https://github.com/numpy/numpy/pull/15114>`__: ENH: add support for ILP64 OpenBLAS (without symbol suffix) +* `#15146 <https://github.com/numpy/numpy/pull/15146>`__: REL: Prepare for 1.18.0 release. diff --git a/doc/release/upcoming_changes/15106.new_feature.rst b/doc/release/upcoming_changes/15106.new_feature.rst deleted file mode 100644 index 9f1d0b247..000000000 --- a/doc/release/upcoming_changes/15106.new_feature.rst +++ /dev/null @@ -1,4 +0,0 @@ -Add ``--f2cmap`` option to F2PY -------------------------------- -Allow specifying a file to load Fortran-to-C type map -customizations from. diff --git a/doc/source/release/1.18.0-notes.rst b/doc/source/release/1.18.0-notes.rst index dc0c4ce84..851e35b88 100644 --- a/doc/source/release/1.18.0-notes.rst +++ b/doc/source/release/1.18.0-notes.rst @@ -1,14 +1,33 @@ +.. currentmodule:: numpy + ================================ NumPy NumPy 1.18.0 Release Notes ================================ +In addition to the usual bug fixes, this NumPy release cleans up and documents +the new random C-API, expires a large number of old deprecations, and improves +the appearance of the documentation. The Python versions supported are 3.5-3.8. +This is the last NumPy release series that will support Python 3.5. + +Downstream developers should use Cython >= 0.29.14 for Python 3.8 support and +OpenBLAS >= 3.7 to avoid problems on the Skylake +architecture. + + +Highlights +========== + +* The C-API for ``numpy.random`` has been defined and documented. +* Basic infrastructure for linking with 64 bit BLAS and LAPACK libraries. +* Many documentation improvements. + New functions ============= -Multivariate hypergeometric distribution added to `numpy.random` ----------------------------------------------------------------- -The method `multivariate_hypergeometric` has been added to the class +Multivariate hypergeometric distribution added to ``numpy.random`` +------------------------------------------------------------------ +The method ``multivariate_hypergeometric`` has been added to the class `numpy.random.Generator`. This method generates random variates from the multivariate hypergeometric probability distribution. (`gh-13794 <https://github.com/numpy/numpy/pull/13794>`__) @@ -17,15 +36,14 @@ the multivariate hypergeometric probability distribution. Deprecations ============ -`np.fromfile` and `np.fromstring` will error on bad data --------------------------------------------------------- +``np.fromfile`` and ``np.fromstring`` will error on bad data +------------------------------------------------------------ -In future numpy releases, the functions `np.fromfile` and `np.fromstring` +In future numpy releases, the functions ``np.fromfile`` and ``np.fromstring`` will throw an error when parsing bad data. This will now give a ``DeprecationWarning`` where previously partial or even invalid data was silently returned. This deprecation also affects -the C defined functions c:func:`PyArray_FromString`` and -c:func:`PyArray_FromFile` +the C defined functions ``PyArray_FromString`` and ``PyArray_FromFile`` (`gh-13605 <https://github.com/numpy/numpy/pull/13605>`__) Deprecate non-scalar arrays as fill values in ``ma.fill_value`` @@ -35,29 +53,29 @@ since the logic to broadcast the fill value to the array is fragile, especially when slicing. (`gh-13698 <https://github.com/numpy/numpy/pull/13698>`__) -Deprecate `PyArray_As1D`, `PyArray_As2D` ----------------------------------------- -`PyArray_As1D`, `PyArray_As2D` are deprecated, use -`PyArray_AsCArray` instead +Deprecate ``PyArray_As1D``, ``PyArray_As2D`` +-------------------------------------------- +``PyArray_As1D``, ``PyArray_As2D`` are deprecated, use +``PyArray_AsCArray`` instead (`gh-14036 <https://github.com/numpy/numpy/pull/14036>`__) -Deprecate `np.alen` -------------------- -`np.alen` was deprecated. Use `len` instead. +Deprecate ``np.alen`` +--------------------- +``np.alen`` was deprecated. Use ``len`` instead. (`gh-14181 <https://github.com/numpy/numpy/pull/14181>`__) Deprecate the financial functions --------------------------------- In accordance with `NEP-32 <https://numpy.org/neps/nep-0032-remove-financial-functions.html>`_, -the functions `fv`, `ipmt`, `irr`, `mirr`, `nper`, `npv`, `pmt`, `ppmt`, -`pv` and `rate` are deprecated, and will be removed from NumPy 1.20. -The replacement for these functions is the Python package +the financial functions ``fv`` ``ipmt``, ``irr``, ``mirr``, ``nper``, +``npv``, ``pmt``, ``ppmt``, ``pv`` and ``rate`` are deprecated, and will be +removed from NumPy 1.20.The replacement for these functions is the Python package `numpy-financial <https://pypi.org/project/numpy-financial>`_. (`gh-14720 <https://github.com/numpy/numpy/pull/14720>`__) -The ``axis`` argument to `numpy.ma.mask_cols` and `numpy.ma.mask_row` is deprecated ------------------------------------------------------------------------------------ +The ``axis`` argument to ``numpy.ma.mask_cols`` and ``numpy.ma.mask_row`` is deprecated +--------------------------------------------------------------------------------------- This argument was always ignored. (`gh-14996 <https://github.com/numpy/numpy/pull/14996>`__) @@ -89,8 +107,10 @@ Expired deprecations * ``arrayprint.FloatFormat``, ``arrayprint.LongFloatFormat`` has been removed, use ``FloatingFormat`` instead + * ``arrayprint.ComplexFormat``, ``arrayprint.LongComplexFormat`` has been removed, use ``ComplexFloatingFormat`` instead + * ``arrayprint.StructureFormat`` has been removed, use ``StructureVoidFormat`` instead (`gh-14259 <https://github.com/numpy/numpy/pull/14259>`__) @@ -99,22 +119,22 @@ Expired deprecations and has been replaced by ``np.random.rand``. (`gh-14325 <https://github.com/numpy/numpy/pull/14325>`__) -* Class ``SafeEval`` in ``numpy/lib/utils.py`` has been removed. This was deprecated in NumPy 1.10. - Use ``np.safe_eval`` instead. +* Class ``SafeEval`` in ``numpy/lib/utils.py`` has been removed. + This was deprecated in NumPy 1.10. Use ``np.safe_eval`` instead. (`gh-14335 <https://github.com/numpy/numpy/pull/14335>`__) * Remove deprecated support for boolean and empty condition lists in - `numpy.select` + ``np.select`` (`gh-14583 <https://github.com/numpy/numpy/pull/14583>`__) * Array order only accepts 'C', 'F', 'A', and 'K'. More permissive options were deprecated in NumPy 1.11. (`gh-14596 <https://github.com/numpy/numpy/pull/14596>`__) -* np.linspace param num must be an integer. This was deprecated in NumPy 1.12. +* np.linspace parameter ``num`` must be an integer. Deprecated in NumPy 1.12. (`gh-14620 <https://github.com/numpy/numpy/pull/14620>`__) -* UFuncs with multiple outputs must use a tuple for the `out` kwarg. This +* UFuncs with multiple outputs must use a tuple for the ``out`` kwarg. This finishes a deprecation started in NumPy 1.10. (`gh-14682 <https://github.com/numpy/numpy/pull/14682>`__) @@ -151,7 +171,6 @@ converting the empty recarray to None ``np.can_cast(np.uint64, np.timedelta64, casting='safe')`` is now ``False`` --------------------------------------------------------------------------- - Previously this was ``True`` - however, this was inconsistent with ``uint64`` not being safely castable to ``int64``, and resulting in strange type resolution. @@ -159,9 +178,9 @@ resolution. If this impacts your code, cast ``uint64`` to ``int64`` first. (`gh-14718 <https://github.com/numpy/numpy/pull/14718>`__) -Changed random variate stream from `numpy.random.Generator.integers` --------------------------------------------------------------------- -There was a bug in `numpy.random.Generator.integers` that caused biased +Changed random variate stream from ``numpy.random.Generator.integers`` +---------------------------------------------------------------------- +There was a bug in ``numpy.random.Generator.integers`` that caused biased sampling of 8 and 16 bit integer types. Fixing that bug has changed the output stream from what it was in previous releases. (`gh-14777 <https://github.com/numpy/numpy/pull/14777>`__) @@ -171,20 +190,21 @@ Add more ufunc loops for ``datetime64``, ``timedelta64`` ``np.datetime('NaT')`` should behave more like ``float('Nan')``. Add needed infrastructure so ``np.isinf(a)`` and ``np.isnan(a)`` will run on ``datetime64`` and ``timedelta64`` dtypes. Also added specific loops for -`numpy.fmin` and `numpy.fmax` that mask ``NaT``. This may require adjustment to user- -facing code. Specifically, code that either disallowed the calls to -`numpy.isinf` or `numpy.isnan` or checked that they raised an exception will -require adaptation, and code that mistakenly called `numpy.fmax` and -`numpy.fmin` instead of `numpy.maximum` or `numpy.minimum` respectively will -requre adjustment. This also affects `numpy.nanmax` and `numpy.nanmin`. +``numpy.fmin`` and ``numpy.fmax`` that mask ``NaT``. This may require +adjustment to user- facing code. Specifically, code that either disallowed the +calls to ``numpy.isinf`` or ``numpy.isnan`` or checked that they raised an +exception will require adaptation, and code that mistakenly called +``numpy.fmax`` and ``numpy.fmin`` instead of ``numpy.maximum`` or +``numpy.minimum`` respectively will requre adjustment. This also affects +``numpy.nanmax`` and ``numpy.nanmin``. (`gh-14841 <https://github.com/numpy/numpy/pull/14841>`__) C API changes ============= -PyDataType_ISUNSIZED(descr) now returns False for structured datatypes ----------------------------------------------------------------------- +``PyDataType_ISUNSIZED(descr)`` now returns False for structured datatypes +-------------------------------------------------------------------------- Previously this returned True for any datatype of itemsize 0, but now this returns false for the non-flexible datatype with itemsize 0, ``np.dtype([])``. (`gh-14393 <https://github.com/numpy/numpy/pull/14393>`__) @@ -193,15 +213,14 @@ returns false for the non-flexible datatype with itemsize 0, ``np.dtype([])``. New Features ============ - Add our own ``*.pxd`` cython import file --------------------------------------------- -Added a ``numpy/__init__.pxd`` file. It will be used for `cimport numpy` +---------------------------------------- +Added a ``numpy/__init__.pxd`` file. It will be used for ``cimport numpy`` (`gh-12284 <https://github.com/numpy/numpy/pull/12284>`__) A tuple of axes can now be input to ``expand_dims`` --------------------------------------------------- -The `numpy.expand_dims` ``axis`` keyword can now accept a tuple of +The ``numpy.expand_dims`` ``axis`` keyword can now accept a tuple of axes. Previously, ``axis`` was required to be an integer. (`gh-14051 <https://github.com/numpy/numpy/pull/14051>`__) @@ -209,6 +228,14 @@ Support for 64-bit OpenBLAS --------------------------- Added support for 64-bit (ILP64) OpenBLAS. See ``site.cfg.example`` for details. +(`gh-15012 <https://github.com/numpy/numpy/pull/15012>`__) + +Add ``--f2cmap`` option to F2PY +------------------------------- +Allow specifying a file to load Fortran-to-C type map +customizations from. +(`gh-15113 <https://github.com/numpy/numpy/pull/15113>`__) + Improvements ============ @@ -226,7 +253,7 @@ These types now always print with a unique ``__name__``. ``argwhere`` now produces a consistent result on 0d arrays ---------------------------------------------------------- -On N-d arrays, `numpy.argwhere` now always produces an array of shape +On N-d arrays, ``numpy.argwhere`` now always produces an array of shape ``(n_non_zero, arr.ndim)``, even when ``arr.ndim == 0``. Previously, the last axis would have a dimension of 1 in this case. (`gh-13610 <https://github.com/numpy/numpy/pull/13610>`__) @@ -239,10 +266,10 @@ can only shuffle an array along the first axis; they now have a new argument ``axis`` which allows shuffle along a specified axis. (`gh-13829 <https://github.com/numpy/numpy/pull/13829>`__) -``method`` keyword argument for `np.random.multivariate_normal` ---------------------------------------------------------------- +``method`` keyword argument for ``np.random.multivariate_normal`` +----------------------------------------------------------------- A ``method`` keyword argument is now available for -`np.random.multivariate_normal` with possible values +``np.random.multivariate_normal`` with possible values ``{'svd', 'eigh', 'cholesky'}``. To use it, write ``np.random.multivariate_normal(..., method=<method>)``. (`gh-14197 <https://github.com/numpy/numpy/pull/14197>`__) @@ -252,21 +279,21 @@ Add complex number support for ``numpy.fromstring`` Now ``numpy.fromstring`` can read complex numbers. (`gh-14227 <https://github.com/numpy/numpy/pull/14227>`__) -`numpy.unique` has consistent axes order (except the chosen one) when ``axis`` is not None ------------------------------------------------------------------------------------------- -Using ``moveaxis`` instead of ``swapaxes`` in `numpy.unique`, so that the ordering of axes +``numpy.unique`` has consistent axes order when ``axis`` is not None +-------------------------------------------------------------------- +Using ``moveaxis`` instead of ``swapaxes`` in ``numpy.unique``, so that the ordering of axes except the axis in arguments will not be broken. (`gh-14255 <https://github.com/numpy/numpy/pull/14255>`__) -`numpy.matmul` with boolean output now converts to boolean values ------------------------------------------------------------------ -Calling `numpy.matmul` where the output is a boolean array would fill the array +``numpy.matmul`` with boolean output now converts to boolean values +------------------------------------------------------------------- +Calling ``numpy.matmul`` where the output is a boolean array would fill the array with uint8 equivalents of the result, rather than 0/1. Now it forces the output to 0 or 1 (``NPY_TRUE`` or ``NPY_FALSE``). (`gh-14464 <https://github.com/numpy/numpy/pull/14464>`__) -`numpy.random.randint` produced incorrect value when the range was ``2**32`` ----------------------------------------------------------------------------- +``numpy.random.randint`` produced incorrect value when the range was ``2**32`` +------------------------------------------------------------------------------ The implementation introduced in 1.17.0 had an incorrect check when determining whether to use the 32-bit path or the full 64-bit path that incorrectly redirected random integer generation with a high - low @@ -289,6 +316,7 @@ automatically add the code if the compiler name has ``gcc`` in it. Changes ======= + ``NaT`` now sorts to the end of arrays -------------------------------------- ``NaT`` is now effectively treated as the largest integer for sorting @@ -305,14 +333,14 @@ for non-numeric types and ``ValueError`` for ``nan`` values. Warn when saving a dtype with metadata -------------------------------------- -A ``UserWarning`` will be emitted when saving an array via `numpy.save` with +A ``UserWarning`` will be emitted when saving an array via ``numpy.save`` with ``metadata``. Saving such an array may not preserve metadata, and if metadata is preserved, loading it will cause a ``ValueError``. This shortcoming in save and load will be addressed in a future release. (`gh-14142 <https://github.com/numpy/numpy/pull/14142>`__) -`numpy.distutils`: append behavior changed for LDFLAGS and similar ------------------------------------------------------------------- +``numpy.distutils`` append behavior changed for LDFLAGS and similar +------------------------------------------------------------------- `numpy.distutils` has always overridden rather than appended to ``LDFLAGS`` and other similar such environment variables for compiling Fortran extensions. Now the default behavior has changed to appending - which is the expected behavior @@ -326,9 +354,9 @@ change in behavior would have affected the compile flags used. Remove ``numpy.random.entropy`` without a deprecation ----------------------------------------------------- -``numpy.random.entropy`` was added to the `numpy.random` namespace in 1.17.0. +``numpy.random.entropy`` was added to the ``numpy.random`` namespace in 1.17.0. It was meant to be a private c-extension module, but was exposed as public. -It has been replaced by `numpy.random.SeedSequence` so the module was +It has been replaced by ``numpy.random.SeedSequence`` so the module was completely removed. (`gh-14498 <https://github.com/numpy/numpy/pull/14498>`__) |