Version 0.57.1 (21 June, 2023)

------------------------------

Pull-Requests:

* PR `#8964 <https://github.com/numba/numba/pull/8964>`_: fix missing nopython keyword in cuda random module (`esc <https://github.com/esc>`_)

* PR `#8965 <https://github.com/numba/numba/pull/8965>`_: fix return dtype for np.angle (`guilhermeleobas <https://github.com/guilhermeleobas>`_ `esc <https://github.com/esc>`_)

* PR `#8982 <https://github.com/numba/numba/pull/8982>`_: Don't do the parfor diagnostics pass for the parfor gufunc. (`DrTodd13 <https://github.com/DrTodd13>`_)

* PR `#8996 <https://github.com/numba/numba/pull/8996>`_: adding a test for 8940 (`esc <https://github.com/esc>`_)

* PR `#8958 <https://github.com/numba/numba/pull/8958>`_: resurrect the import, this time in the registry initialization (`esc <https://github.com/esc>`_)

* PR `#8947 <https://github.com/numba/numba/pull/8947>`_: Introduce internal _isinstance_no_warn (`guilhermeleobas <https://github.com/guilhermeleobas>`_ `esc <https://github.com/esc>`_)

* PR `#8998 <https://github.com/numba/numba/pull/8998>`_: Fix 8939 (second attempt) (`esc <https://github.com/esc>`_)

* PR `#8978 <https://github.com/numba/numba/pull/8978>`_: Import MVC packages when using MVCLinker. (`bdice <https://github.com/bdice>`_)

* PR `#8895 <https://github.com/numba/numba/pull/8895>`_: CUDA: Enable caching functions that use CG (`gmarkall <https://github.com/gmarkall>`_)

* PR `#8976 <https://github.com/numba/numba/pull/8976>`_: Fix index URL for ptxcompiler/cubinlinker packages. (`bdice <https://github.com/bdice>`_)

* PR `#9004 <https://github.com/numba/numba/pull/9004>`_: Skip MVC test when libraries unavailable (`gmarkall <https://github.com/gmarkall>`_ `esc <https://github.com/esc>`_)

* PR `#9006 <https://github.com/numba/numba/pull/9006>`_: link to version support table instead of using explicit versions (`esc <https://github.com/esc>`_)

* PR `#9005 <https://github.com/numba/numba/pull/9005>`_: Fix: Issue #8923 - avoid spurious device-to-host transfers in CUDA ufuncs (`gmarkall <https://github.com/gmarkall>`_)

Authors:

* `bdice <https://github.com/bdice>`_

* `DrTodd13 <https://github.com/DrTodd13>`_

* `esc <https://github.com/esc>`_

* `gmarkall <https://github.com/gmarkall>`_

Version 0.57.0 (1 May, 2023)

----------------------------

This release continues to add new features, bug fixes and stability improvements

to Numba. Please note that this release contains a significant number of both

deprecation and pending-deprecation notices with view of making it easier to

develop new technology for Numba in the future. Also note that this will be the

last release to support Windows 32-bit packages produced by the Numba team.

Highlights of core dependency upgrades:

* Support for Python 3.11 (minimum is moved to 3.8)

* Support for NumPy 1.24 (minimum is moved to 1.21)

Python language support enhancements:

* Exception classes now support arguments that are not compile time constant.

* The built-in functions ``hasattr`` and ``getattr`` are supported for compile

time constant attributes.

* The built-in functions ``str`` and ``repr`` are now implemented similarly to

their Python implementations. Custom ``__str__`` and ``__repr__``

functions can be associated with types and work as expected.

* Numba's unicode functionality in ``str.startswith`` now supports kwargs

``start`` and ``end``.

* ``min`` and ``max`` now support boolean types.

* Support is added for the ``dict(iterable)`` constructor.

NumPy features/enhancements:

* The largest set of new features is within the ``numpy.random.Generator``

support, the vast majority of commonly used distributions are now supported.

Namely:

* ``Generator.beta``

* ``Generator.chisquare``

* ``Generator.exponential``

* ``Generator.f``

* ``Generator.gamma``

* ``Generator.geometric``

* ``Generator.integers``

* ``Generator.laplace``

* ``Generator.logistic``

* ``Generator.lognormal``

* ``Generator.logseries``

* ``Generator.negative_binomial``

* ``Generator.noncentral_chisquare``

* ``Generator.noncentral_f``

* ``Generator.normal``

* ``Generator.pareto``

* ``Generator.permutation``

* ``Generator.poisson``

* ``Generator.power``

* ``Generator.random``

* ``Generator.rayleigh``

* ``Generator.shuffle``

* ``Generator.standard_cauchy``

* ``Generator.standard_exponential``

* ``Generator.standard_gamma``

* ``Generator.standard_normal``

* ``Generator.standard_t``

* ``Generator.triangular``

* ``Generator.uniform``

* ``Generator.wald``

* ``Generator.weibull``

* ``Generator.zipf``

* The ``nbytes`` property on NumPy ``ndarray`` types is implemented.

* Nesting of nested-array types is now supported.

* ``datetime`` and ``timedelta`` types can be cast to ``int``.

* ``F``-order iteration is supported in ``ufunc`` generation for increased

performance when using combinations of predominantly ``F``-order arrays.

* The following functions are also now supported:

* ``np.argpartition``

* ``np.isclose``

* ``np.nan_to_num``

* ``np.new_axis``

* ``np.union1d``

Highlights of core changes:

* A large amount of refactoring has taken place to convert many of Numba's

internal implementations, of both Python and NumPy functions, from the

low-level extension API to the high-level extension API (``numba.extending``).

* The ``__repr__`` method is supported for Numba types.

* The default ``target`` for applicable functions in the extension API

(``numba.extending``) is now ``"generic"``. This means that ``@overload*`` and

``@intrinsic`` functions will by default be accepted by both the CPU and CUDA

targets.

* The use of ``__getitem__`` on Numba types is now supported in compiled code.

i.e. ``types.float64[:, ::1]`` is now compilable.

Performance:

* The performance of ``str.find()`` and ``str.rfind()`` has been improved.

* Unicode support for ``__getitem__`` now avoids allocation and returns a view.

* The ``numba.typed.Dict`` dictionary now accepts an ``n_keys`` option to enable

allocating the dictionary instance to a predetermined initial size (useful to

avoid resizes!).

* The Numba Run-time (NRT) has been improved in terms of performance and safety:

* The NRT internal statistics counters are now off by default (removes atomic

lock contentions).

* Debug cache line filling is off by default.

* The NRT is only compiled once a compilation starts opposed to at function

decoration time, this improves import speed.

* The NRT allocation calls are all made through a "checked" layer by default.

CUDA:

* New NVIDIA hardware and software compatibility / support:

* Toolkits: CUDA 11.8 and 12, with Minor Version Compatibility for 11.x.

* Packaging: NVIDIA-packaged CUDA toolkit conda packages.

* Hardware: Hopper, Ada Lovelace, and AGX Orin.

* ``float16`` support:

* Arithmetic operations are now fully supported.

* A new method, ``is_fp16_supported()``, and device property,

``supports_float16``, for checking the availability of ``float16`` support.

* Functionality:

* The high-level extension API is now fully-supported in the CUDA target.

* Eager compilation of multiple signatures, multiple outputs from generalized

ufuncs, and specifying the return type of ufuncs are now supported.

* A limited set of NumPy ufuncs (trigonometric functions) can now be called

inside kernels.

* Lineinfo quality improvement: enabling lineinfo no longer results in any

changes to generated code.

Deprecations:

* The ``numba.pycc`` module and everything in it is now pending deprecation.

* The long awaited full deprecation of ``object mode`` `fall-back` is

underway. This change means ``@jit`` with no keyword arguments will eventually

alias ``@njit``.

* The ``@generated_jit`` decorator is deprecated as the Numba extension API

provides a better supported superset of the same functionality, particularly

through ``@numba.extending.overload``.

Version support/dependency changes:

* The ``setuptools`` package is now an optional run-time dependency opposed to a

required run-time dependency.

* The TBB threading-layer now requires version 2021.6 or later.

* LLVM 14 is now supported on all platforms via ``llvmlite``.

Pull-Requests:

* PR `#5113 <https://github.com/numba/numba/pull/5113>`_: Fix error handling in the Interval extending example (`esc <https://github.com/esc>`_ `eric-wieser <https://github.com/eric-wieser>`_)

* PR `#5544 <https://github.com/numba/numba/pull/5544>`_: Add support for np.union1d (`shangbol <https://github.com/shangbol>`_ `gmarkall <https://github.com/gmarkall>`_)

* PR `#7009 <https://github.com/numba/numba/pull/7009>`_: Add writable args (`dmbelov <https://github.com/dmbelov>`_)

* PR `#7067 <https://github.com/numba/numba/pull/7067>`_: Implement np.isclose (`guilhermeleobas <https://github.com/guilhermeleobas>`_)

* PR `#7255 <https://github.com/numba/numba/pull/7255>`_: CUDA: Support CUDA Toolkit conda packages from NVIDIA (`gmarkall <https://github.com/gmarkall>`_)

* PR `#7622 <https://github.com/numba/numba/pull/7622>`_: Support fortran loop ordering for ufunc generation (`sklam <https://github.com/sklam>`_)

* PR `#7733 <https://github.com/numba/numba/pull/7733>`_: fix for /tmp/tmp access issues (`ChiCheng45 <https://github.com/ChiCheng45>`_)

* PR `#7884 <https://github.com/numba/numba/pull/7884>`_: Implement getattr builtin. (`stuartarchibald <https://github.com/stuartarchibald>`_)

* PR `#7885 <https://github.com/numba/numba/pull/7885>`_: Adds CUDA FP16 arithmetic operators (`testhound <https://github.com/testhound>`_)

* PR `#7920 <https://github.com/numba/numba/pull/7920>`_: Drop pre-3.7 code path (CPU only) (`sklam <https://github.com/sklam>`_)

* PR `#8001 <https://github.com/numba/numba/pull/8001>`_: CUDA fp16 math functions (`testhound <https://github.com/testhound>`_ `gmarkall <https://github.com/gmarkall>`_)

* PR `#8010 <https://github.com/numba/numba/pull/8010>`_: Add support for fp16 comparison native operators (`testhound <https://github.com/testhound>`_)

* PR `#8024 <https://github.com/numba/numba/pull/8024>`_: Allow converting NumPy datetimes to int (`apmasell <https://github.com/apmasell>`_)

* PR `#8038 <https://github.com/numba/numba/pull/8038>`_: Support for Numpy BitGenerators PR#2: Standard Distributions support (`kc611 <https://github.com/kc611>`_)

* PR `#8040 <https://github.com/numba/numba/pull/8040>`_: Support for Numpy BitGenerators PR#3: Advanced Distributions Support. (`kc611 <https://github.com/kc611>`_)

* PR `#8041 <https://github.com/numba/numba/pull/8041>`_: Support for Numpy BitGenerators PR#4: Generator().integers() Support. (`kc611 <https://github.com/kc611>`_)

* PR `#8042 <https://github.com/numba/numba/pull/8042>`_: Support for NumPy BitGenerators PR#5: Generator Shuffling Methods. (`kc611 <https://github.com/kc611>`_)

* PR `#8061 <https://github.com/numba/numba/pull/8061>`_: Migrate random ``glue_lowering`` to ``overload`` where easy (`apmasell <https://github.com/apmasell>`_)

* PR `#8106 <https://github.com/numba/numba/pull/8106>`_: Remove injection of atomic JIT functions into NRT memsys. (`stuartarchibald <https://github.com/stuartarchibald>`_)

* PR `#8120 <https://github.com/numba/numba/pull/8120>`_: Support nesting of nested array types (`gmarkall <https://github.com/gmarkall>`_)

* PR `#8134 <https://github.com/numba/numba/pull/8134>`_: Support non-constant exception values in JIT (`guilhermeleobas <https://github.com/guilhermeleobas>`_ `sklam <https://github.com/sklam>`_)

* PR `#8147 <https://github.com/numba/numba/pull/8147>`_: Adds size variable at runtime for arrays that cannot be inferred (`njriasan <https://github.com/njriasan>`_)

* PR `#8154 <https://github.com/numba/numba/pull/8154>`_: Testhound/native cast 8138 (`testhound <https://github.com/testhound>`_)

* PR `#8158 <https://github.com/numba/numba/pull/8158>`_: adding -pthread for linux-ppc64le in setup.py (`esc <https://github.com/esc>`_)

* PR `#8164 <https://github.com/numba/numba/pull/8164>`_: remove myself from automatic reviewer assignment (`esc <https://github.com/esc>`_)

* PR `#8167 <https://github.com/numba/numba/pull/8167>`_: CUDA: Facilitate and document passing arrays / pointers to foreign functions (`gmarkall <https://github.com/gmarkall>`_)

* PR `#8180 <https://github.com/numba/numba/pull/8180>`_: CUDA: Initial support for Minor Version Compatibility (`gmarkall <https://github.com/gmarkall>`_)

* PR `#8183 <https://github.com/numba/numba/pull/8183>`_: Add ``n_keys`` option to Dict.empty() (`stefanfed <https://github.com/stefanfed>`_ `gmarkall <https://github.com/gmarkall>`_)

* PR `#8198 <https://github.com/numba/numba/pull/8198>`_: Update the release template to include updating the version table. (`stuartarchibald <https://github.com/stuartarchibald>`_)

* PR `#8200 <https://github.com/numba/numba/pull/8200>`_: Make the NRT use the "unsafe" allocation API by default. (`stuartarchibald <https://github.com/stuartarchibald>`_)

* PR `#8201 <https://github.com/numba/numba/pull/8201>`_: Bump llvmlite dependency to 0.40.dev0 for Numba 0.57.0dev0 (`stuartarchibald <https://github.com/stuartarchibald>`_)

* PR `#8207 <https://github.com/numba/numba/pull/8207>`_: development tag should be in monofont (`esc <https://github.com/esc>`_)

* PR `#8212 <https://github.com/numba/numba/pull/8212>`_: release checklist: include a note to ping @RC_testers on discourse (`esc <https://github.com/esc>`_)

* PR `#8216 <https://github.com/numba/numba/pull/8216>`_: chore: Set permissions for GitHub actions (`naveensrinivasan <https://github.com/naveensrinivasan>`_)

* PR `#8217 <https://github.com/numba/numba/pull/8217>`_: Fix syntax in docs (`jorgepiloto <https://github.com/jorgepiloto>`_)

* PR `#8220 <https://github.com/numba/numba/pull/8220>`_: Added the interval example as doctest (`kc611 <https://github.com/kc611>`_)

* PR `#8221 <https://github.com/numba/numba/pull/8221>`_: CUDA stubs docstring: Replace illegal escape sequence (`gmarkall <https://github.com/gmarkall>`_)

* PR `#8228 <https://github.com/numba/numba/pull/8228>`_: Fix typo in @vectorize docstring and a NumPy spelling. (`stuartarchibald <https://github.com/stuartarchibald>`_)

* PR `#8229 <https://github.com/numba/numba/pull/8229>`_: Remove ``mk_unique_var`` in ``inline_closurecall.py`` (`sklam <https://github.com/sklam>`_)

* PR `#8234 <https://github.com/numba/numba/pull/8234>`_: Replace @overload_glue by @overload for 20 NumPy functions (`guilhermeleobas <https://github.com/guilhermeleobas>`_)

* PR `#8235 <https://github.com/numba/numba/pull/8235>`_: Make the NRT stats counters optional. (`stuartarchibald <https://github.com/stuartarchibald>`_)

* PR `#8238 <https://github.com/numba/numba/pull/8238>`_: Advanced Indexing Support #1 (`kc611 <https://github.com/kc611>`_)

* PR `#8240 <https://github.com/numba/numba/pull/8240>`_: Add get_shared_mem_per_block method to Dispatcher (`testhound <https://github.com/testhound>`_)

* PR `#8241 <https://github.com/numba/numba/pull/8241>`_: Reorder typeof checks to avoid infinite loops on StructrefProxy __hash__ (`DannyWeitekamp <https://github.com/DannyWeitekamp>`_)

* PR `#8243 <https://github.com/numba/numba/pull/8243>`_: Add a note to ``reference/numpysupported.rst`` ()

* PR `#8245 <https://github.com/numba/numba/pull/8245>`_: Fix links in ``CONTRIBUTING.md`` ()

* PR `#8247 <https://github.com/numba/numba/pull/8247>`_: Fix issue 8127 (`bszollosinagy <https://github.com/bszollosinagy>`_)

* PR `#8250 <https://github.com/numba/numba/pull/8250>`_: Fix issue 8161 (`bszollosinagy <https://github.com/bszollosinagy>`_)

* PR `#8253 <https://github.com/numba/numba/pull/8253>`_: CUDA: Verify NVVM IR prior to compilation (`gmarkall <https://github.com/gmarkall>`_)

* PR `#8255 <https://github.com/numba/numba/pull/8255>`_: CUDA: Make numba.cuda.tests.doc_examples.ffi a module to fix #8252 (`gmarkall <https://github.com/gmarkall>`_)

* PR `#8256 <https://github.com/numba/numba/pull/8256>`_: Migrate linear algebra functions from glue_lowering (`apmasell <https://github.com/apmasell>`_)

* PR `#8258 <https://github.com/numba/numba/pull/8258>`_: refactor np.where to use overload (`guilhermeleobas <https://github.com/guilhermeleobas>`_)

* PR `#8259 <https://github.com/numba/numba/pull/8259>`_: Add ``np.broadcast_to(scalar_array, ())`` (`guilhermeleobas <https://github.com/guilhermeleobas>`_)

* PR `#8264 <https://github.com/numba/numba/pull/8264>`_: remove ``mk_unique_var`` from ``parfor_lowering_utils.py`` (`guilhermeleobas <https://github.com/guilhermeleobas>`_)

* PR `#8265 <https://github.com/numba/numba/pull/8265>`_: Remove ``mk_unique_var`` from ``array_analysis.py`` (`guilhermeleobas <https://github.com/guilhermeleobas>`_)

* PR `#8266 <https://github.com/numba/numba/pull/8266>`_: Remove ``mk_unique_var`` in ``untyped_passes.py`` (`guilhermeleobas <https://github.com/guilhermeleobas>`_)

* PR `#8267 <https://github.com/numba/numba/pull/8267>`_: Fix segfault for invalid axes in np.split (`aseyboldt <https://github.com/aseyboldt>`_)

* PR `#8271 <https://github.com/numba/numba/pull/8271>`_: Implement some CUDA intrinsics with ``@overload``, ``@overload_attribute``, and ``@intrinsic`` (`gmarkall <https://github.com/gmarkall>`_)

* PR `#8274 <https://github.com/numba/numba/pull/8274>`_: Update version support table doc for 0.56. (`stuartarchibald <https://github.com/stuartarchibald>`_)

* PR `#8275 <https://github.com/numba/numba/pull/8275>`_: Update CHANGE_LOG for 0.56.0 final (`stuartarchibald <https://github.com/stuartarchibald>`_)

* PR `#8283 <https://github.com/numba/numba/pull/8283>`_: Clean up / remove support for old NumPy versions (`gmarkall <https://github.com/gmarkall>`_)

* PR `#8287 <https://github.com/numba/numba/pull/8287>`_: Drop CUDA 10.2 (`gmarkall <https://github.com/gmarkall>`_)

* PR `#8289 <https://github.com/numba/numba/pull/8289>`_: Revert #8265. (`stuartarchibald <https://github.com/stuartarchibald>`_)

* PR `#8290 <https://github.com/numba/numba/pull/8290>`_: CUDA: Replace use of deprecated NVVM IR features, questionable constructs (`gmarkall <https://github.com/gmarkall>`_)

* PR `#8292 <https://github.com/numba/numba/pull/8292>`_: update checklist (`esc <https://github.com/esc>`_)

* PR `#8294 <https://github.com/numba/numba/pull/8294>`_: CUDA: Add trig ufunc support (`gmarkall <https://github.com/gmarkall>`_)

* PR `#8295 <https://github.com/numba/numba/pull/8295>`_: Add get_const_mem_size method to Dispatcher (`testhound <https://github.com/testhound>`_ `gmarkall <https://github.com/gmarkall>`_)

* PR `#8297 <https://github.com/numba/numba/pull/8297>`_: Add __name__ attribute to CUDAUFuncDispatcher and test case (`testhound <https://github.com/testhound>`_)

* PR `#8299 <https://github.com/numba/numba/pull/8299>`_: Fix build for mingw toolchain (`Biswa96 <https://github.com/Biswa96>`_)

* PR `#8302 <https://github.com/numba/numba/pull/8302>`_: CUDA: Revert numba_nvvm intrinsic name workaround (`gmarkall <https://github.com/gmarkall>`_)

* PR `#8308 <https://github.com/numba/numba/pull/8308>`_: CUDA: Support for multiple signatures (`gmarkall <https://github.com/gmarkall>`_)

* PR `#8315 <https://github.com/numba/numba/pull/8315>`_: Add get_local_mem_per_thread method to Dispatcher (`testhound <https://github.com/testhound>`_)

* PR `#8319 <https://github.com/numba/numba/pull/8319>`_: Bump minimum supported Python version to 3.8 (`esc <https://github.com/esc>`_ `stuartarchibald <https://github.com/stuartarchibald>`_ `jamesobutler <https://github.com/jamesobutler>`_)

* PR `#8320 <https://github.com/numba/numba/pull/8320>`_: Add __name__ support for GUFuncs (`testhound <https://github.com/testhound>`_)

* PR `#8321 <https://github.com/numba/numba/pull/8321>`_: Fix literal_unroll pass erroneously exiting on non-conformant loop. (`stuartarchibald <https://github.com/stuartarchibald>`_)

* PR `#8325 <https://github.com/numba/numba/pull/8325>`_: Remove use of mk_unique_var in stencil.py (`bszollosinagy <https://github.com/bszollosinagy>`_)

* PR `#8326 <https://github.com/numba/numba/pull/8326>`_: Remove ``mk_unique_var`` from ``parfor_lowering.py`` (`guilhermeleobas <https://github.com/guilhermeleobas>`_)

* PR `#8331 <https://github.com/numba/numba/pull/8331>`_: Extend docs with info on how to call C functions from Numba (`guilhermeleobas <https://github.com/guilhermeleobas>`_)

* PR `#8334 <https://github.com/numba/numba/pull/8334>`_: Add dict(\*iterable) constructor (`guilhermeleobas <https://github.com/guilhermeleobas>`_)

* PR `#8335 <https://github.com/numba/numba/pull/8335>`_: Remove deprecated pycc script and related source. (`stuartarchibald <https://github.com/stuartarchibald>`_)

* PR `#8336 <https://github.com/numba/numba/pull/8336>`_: Fix typos of "Generalized" in GUFunc-related code (`gmarkall <https://github.com/gmarkall>`_)

* PR `#8338 <https://github.com/numba/numba/pull/8338>`_: Calculate reductions before fusion so that use of reduction vars can stop fusion. (`DrTodd13 <https://github.com/DrTodd13>`_)

* PR `#8339 <https://github.com/numba/numba/pull/8339>`_: Fix #8291 parfor leak of redtoset variable (`sklam <https://github.com/sklam>`_)

* PR `#8341 <https://github.com/numba/numba/pull/8341>`_: CUDA: Support multiple outputs for Generalized Ufuncs (`gmarkall <https://github.com/gmarkall>`_)

* PR `#8343 <https://github.com/numba/numba/pull/8343>`_: Eliminate references to type annotation in compile_ptx (`testhound <https://github.com/testhound>`_)

* PR `#8348 <https://github.com/numba/numba/pull/8348>`_: Add get_max_threads_per_block method to Dispatcher (`testhound <https://github.com/testhound>`_)

* PR `#8354 <https://github.com/numba/numba/pull/8354>`_: pin setuptools to < 65 and switch from mamba to conda on RTD (`esc <https://github.com/esc>`_ `gmarkall <https://github.com/gmarkall>`_)

* PR `#8357 <https://github.com/numba/numba/pull/8357>`_: Clean up the buildscripts directory. (`stuartarchibald <https://github.com/stuartarchibald>`_)

* PR `#8359 <https://github.com/numba/numba/pull/8359>`_: adding warnings about cache behaviour (`luk-f-a <https://github.com/luk-f-a>`_)

* PR `#8368 <https://github.com/numba/numba/pull/8368>`_: Remove ``glue_lowering`` in random math that requires IR (`apmasell <https://github.com/apmasell>`_)

* PR `#8376 <https://github.com/numba/numba/pull/8376>`_: Fix issue 8370 (`bszollosinagy <https://github.com/bszollosinagy>`_)

* PR `#8387 <https://github.com/numba/numba/pull/8387>`_: Add support for compute capability in IR Lowering (`testhound <https://github.com/testhound>`_)

* PR `#8388 <https://github.com/numba/numba/pull/8388>`_: Remove more references to the pycc binary. (`stuartarchibald <https://github.com/stuartarchibald>`_)

* PR `#8389 <https://github.com/numba/numba/pull/8389>`_: Make C++ extensions compile with correct compiler (`apmasell <https://github.com/apmasell>`_)

* PR `#8390 <https://github.com/numba/numba/pull/8390>`_: Use NumPy logic for lessthan in sort to move NaNs to the back. (`sklam <https://github.com/sklam>`_)

* PR `#8401 <https://github.com/numba/numba/pull/8401>`_: Remove Cuda toolkit version check (`testhound <https://github.com/testhound>`_)

* PR `#8415 <https://github.com/numba/numba/pull/8415>`_: Refactor ``numba.np.arraymath`` methods from lower_builtins to overloads (`kc611 <https://github.com/kc611>`_)

* PR `#8418 <https://github.com/numba/numba/pull/8418>`_: Fixes ravel failure on 1d arrays (#5229) (`cako <https://github.com/cako>`_)

* PR `#8421 <https://github.com/numba/numba/pull/8421>`_: Update release checklist: add a task to check dependency pinnings on subsequent releases (e.g. PATCH) (`esc <https://github.com/esc>`_)

* PR `#8422 <https://github.com/numba/numba/pull/8422>`_: Switch public CI builds to use gdb from conda packages. (`stuartarchibald <https://github.com/stuartarchibald>`_)

* PR `#8423 <https://github.com/numba/numba/pull/8423>`_: Remove public facing and CI references to 32 bit linux support. (`stuartarchibald <https://github.com/stuartarchibald>`_,

in addition, we are grateful for the contribution of `jamesobutler <https://github.com/jamesobutler>`_ towards a similar goal in PR `#8319 <https://github.com/numba/numba/pull/8319>`_)

* PR `#8425 <https://github.com/numba/numba/pull/8425>`_: Post 0.56.2 cleanup (`esc <https://github.com/esc>`_)

* PR `#8427 <https://github.com/numba/numba/pull/8427>`_: Shorten the time to verify test discovery. (`stuartarchibald <https://github.com/stuartarchibald>`_)

* PR `#8429 <https://github.com/numba/numba/pull/8429>`_: changelog generator script (`esc <https://github.com/esc>`_)

* PR `#8431 <https://github.com/numba/numba/pull/8431>`_: Replace ``@overload_glue`` by ``@overload`` for ``np.linspace`` and ``np.take`` (`guilhermeleobas <https://github.com/guilhermeleobas>`_)

* PR `#8432 <https://github.com/numba/numba/pull/8432>`_: Refactor carray/farray to use @overload (`guilhermeleobas <https://github.com/guilhermeleobas>`_)

* PR `#8435 <https://github.com/numba/numba/pull/8435>`_: Migrate ``np.atleast_?`` functions from ``glue_lowering`` to ``overload`` (`apmasell <https://github.com/apmasell>`_)

* PR `#8438 <https://github.com/numba/numba/pull/8438>`_: Make the initialisation of the NRT more lazy for the njit decorator. (`stuartarchibald <https://github.com/stuartarchibald>`_)

* PR `#8439 <https://github.com/numba/numba/pull/8439>`_: Update the contributing docs to include a policy on formatting changes. (`stuartarchibald <https://github.com/stuartarchibald>`_)

* PR `#8440 <https://github.com/numba/numba/pull/8440>`_: [DOC]: Replaces icc_rt with intel-cmplr-lib-rt (`oleksandr-pavlyk <https://github.com/oleksandr-pavlyk>`_)

* PR `#8442 <https://github.com/numba/numba/pull/8442>`_: Implement hasattr(), str() and repr(). (`stuartarchibald <https://github.com/stuartarchibald>`_)

* PR `#8446 <https://github.com/numba/numba/pull/8446>`_: add version info in ImportError's (`raybellwaves <https://github.com/raybellwaves>`_)

* PR `#8450 <https://github.com/numba/numba/pull/8450>`_: remove GitHub username from changelog generation script (`esc <https://github.com/esc>`_)

* PR `#8467 <https://github.com/numba/numba/pull/8467>`_: Convert implementations using generated_jit to overload (`gmarkall <https://github.com/gmarkall>`_)

* PR `#8468 <https://github.com/numba/numba/pull/8468>`_: Reference test suite in installation documentation (`apmasell <https://github.com/apmasell>`_)

* PR `#8469 <https://github.com/numba/numba/pull/8469>`_: Correctly handle optional types in parfors lowering (`apmasell <https://github.com/apmasell>`_)

* PR `#8473 <https://github.com/numba/numba/pull/8473>`_: change the include style in _pymodule.h and remove unused or duplicate headers in two header files ()

* PR `#8476 <https://github.com/numba/numba/pull/8476>`_: Make setuptools optional at runtime. (`stuartarchibald <https://github.com/stuartarchibald>`_)

* PR `#8490 <https://github.com/numba/numba/pull/8490>`_: Restore installing SciPy from defaults instead of conda-forge on public CI (`esc <https://github.com/esc>`_)

* PR `#8494 <https://github.com/numba/numba/pull/8494>`_: Remove ``context.compile_internal`` where easy on ``numba/cpython/cmathimpl.py`` (`guilhermeleobas <https://github.com/guilhermeleobas>`_)

* PR `#8495 <https://github.com/numba/numba/pull/8495>`_: Removes context.compile_internal where easy on ``numba/cpython/listobj.py`` (`guilhermeleobas <https://github.com/guilhermeleobas>`_)

* PR `#8496 <https://github.com/numba/numba/pull/8496>`_: Rewrite most of the set API to use overloads (`guilhermeleobas <https://github.com/guilhermeleobas>`_)

* PR `#8499 <https://github.com/numba/numba/pull/8499>`_: Deprecate numba.generated_jit (`stuartarchibald <https://github.com/stuartarchibald>`_)

* PR `#8508 <https://github.com/numba/numba/pull/8508>`_: This updates the release checklists to capture some more checks. (`stuartarchibald <https://github.com/stuartarchibald>`_)

* PR `#8513 <https://github.com/numba/numba/pull/8513>`_: Added support for numpy.newaxis (`kc611 <https://github.com/kc611>`_)

* PR `#8517 <https://github.com/numba/numba/pull/8517>`_: make some typedlist C-APIs public ()

* PR `#8518 <https://github.com/numba/numba/pull/8518>`_: Adjust stencil tests to use hardcoded python source opposed to AST. (`stuartarchibald <https://github.com/stuartarchibald>`_)

* PR `#8520 <https://github.com/numba/numba/pull/8520>`_: Added noncentral-chisquared, noncentral-f and logseries distributions (`kc611 <https://github.com/kc611>`_)

* PR `#8522 <https://github.com/numba/numba/pull/8522>`_: Import jitclass from numba.experimental in jitclass documentation (`armgabrielyan <https://github.com/armgabrielyan>`_)

* PR `#8524 <https://github.com/numba/numba/pull/8524>`_: Fix grammar in stencil.rst (`armgabrielyan <https://github.com/armgabrielyan>`_)

* PR `#8525 <https://github.com/numba/numba/pull/8525>`_: Making CUDA specific datamodel manager (`sklam <https://github.com/sklam>`_)

* PR `#8526 <https://github.com/numba/numba/pull/8526>`_: Fix broken url (`Nimrod0901 <https://github.com/Nimrod0901>`_)

* PR `#8527 <https://github.com/numba/numba/pull/8527>`_: Fix grammar in troubleshoot.rst (`armgabrielyan <https://github.com/armgabrielyan>`_)

* PR `#8532 <https://github.com/numba/numba/pull/8532>`_: Vary NumPy version on gpuCI (`gmarkall <https://github.com/gmarkall>`_)

* PR `#8535 <https://github.com/numba/numba/pull/8535>`_: LLVM14 (`apmasell <https://github.com/apmasell>`_)

* PR `#8536 <https://github.com/numba/numba/pull/8536>`_: Fix fusion bug. (`DrTodd13 <https://github.com/DrTodd13>`_)

* PR `#8539 <https://github.com/numba/numba/pull/8539>`_: Fix #8534, np.broadcast_to should update array size attr. (`stuartarchibald <https://github.com/stuartarchibald>`_)

* PR `#8541 <https://github.com/numba/numba/pull/8541>`_: Remove restoration of "free" channel in Azure CI windows builds. (`stuartarchibald <https://github.com/stuartarchibald>`_)

* PR `#8542 <https://github.com/numba/numba/pull/8542>`_: CUDA: Make arg optional for Stream.add_callback() (`gmarkall <https://github.com/gmarkall>`_)

* PR `#8544 <https://github.com/numba/numba/pull/8544>`_: Remove reliance on npy_<impl> ufunc loops. (`stuartarchibald <https://github.com/stuartarchibald>`_)

* PR `#8545 <https://github.com/numba/numba/pull/8545>`_: Py3.11 basic support (`esc <https://github.com/esc>`_ `sklam <https://github.com/sklam>`_)

* PR `#8547 <https://github.com/numba/numba/pull/8547>`_: [Unicode] Add more string view usages for unicode operations ()

* PR `#8549 <https://github.com/numba/numba/pull/8549>`_: Fix rstcheck in Azure CI builds, update sphinx dep and docs to match (`stuartarchibald <https://github.com/stuartarchibald>`_)

* PR `#8550 <https://github.com/numba/numba/pull/8550>`_: Changes how tests are split between test instances (`apmasell <https://github.com/apmasell>`_)

* PR `#8554 <https://github.com/numba/numba/pull/8554>`_: Make target for ``@overload`` have 'generic' as default. (`stuartarchibald <https://github.com/stuartarchibald>`_ `gmarkall <https://github.com/gmarkall>`_)

* PR `#8557 <https://github.com/numba/numba/pull/8557>`_: [Unicode] support startswith with args, start and end. ()

* PR `#8566 <https://github.com/numba/numba/pull/8566>`_: Update workqueue abort message on concurrent access. (`stuartarchibald <https://github.com/stuartarchibald>`_)

* PR `#8572 <https://github.com/numba/numba/pull/8572>`_: CUDA: Reduce memory pressure from local memory tests (`gmarkall <https://github.com/gmarkall>`_)

* PR `#8579 <https://github.com/numba/numba/pull/8579>`_: CUDA: Add CUDA 11.8 / Hopper support and required fixes (`gmarkall <https://github.com/gmarkall>`_)

* PR `#8580 <https://github.com/numba/numba/pull/8580>`_: adding note about doing a wheel test build prior to tagging (`esc <https://github.com/esc>`_)

* PR `#8583 <https://github.com/numba/numba/pull/8583>`_: Skip tests that contribute to M1 RuntimeDyLd Assertion error (`sklam <https://github.com/sklam>`_)

* PR `#8587 <https://github.com/numba/numba/pull/8587>`_: Remove unused refcount removal code, clean ``core/cpu.py`` module. (`stuartarchibald <https://github.com/stuartarchibald>`_)

* PR `#8588 <https://github.com/numba/numba/pull/8588>`_: Remove lowering extension hooks, replace with pass infrastructure. (`stuartarchibald <https://github.com/stuartarchibald>`_)

* PR `#8590 <https://github.com/numba/numba/pull/8590>`_: Py3.11 support continues (`sklam <https://github.com/sklam>`_)

* PR `#8592 <https://github.com/numba/numba/pull/8592>`_: fix failure of test_cache_invalidate due to read-only install (`tpwrules <https://github.com/tpwrules>`_)

* PR `#8593 <https://github.com/numba/numba/pull/8593>`_: Adjusted ULP precesion for noncentral distribution test (`kc611 <https://github.com/kc611>`_)

* PR `#8594 <https://github.com/numba/numba/pull/8594>`_: Fix various CUDA lineinfo issues (`gmarkall <https://github.com/gmarkall>`_)

* PR `#8597 <https://github.com/numba/numba/pull/8597>`_: Prevent use of NumPy's MaskedArray. (`stuartarchibald <https://github.com/stuartarchibald>`_)

* PR `#8598 <https://github.com/numba/numba/pull/8598>`_: Setup Azure CI to test py3.11 (`sklam <https://github.com/sklam>`_)

* PR `#8600 <https://github.com/numba/numba/pull/8600>`_: Chrome trace timestamp should be in microseconds not seconds. (`sklam <https://github.com/sklam>`_)

* PR `#8602 <https://github.com/numba/numba/pull/8602>`_: Throw error for unsupported dunder methods (`apmasell <https://github.com/apmasell>`_)

* PR `#8605 <https://github.com/numba/numba/pull/8605>`_: Support for CUDA fp16 math functions (part 1) (`testhound <https://github.com/testhound>`_)

* PR `#8606 <https://github.com/numba/numba/pull/8606>`_: [Doc] Make the RewriteArrayExprs doc more precise ()

* PR `#8619 <https://github.com/numba/numba/pull/8619>`_: Added flat iteration logic for random distributions (`kc611 <https://github.com/kc611>`_)

* PR `#8623 <https://github.com/numba/numba/pull/8623>`_: Adds support for np.nan_to_num (`thomasjpfan <https://github.com/thomasjpfan>`_)

* PR `#8624 <https://github.com/numba/numba/pull/8624>`_: DOC: Add guvectorize scalar return example (`Matt711 <https://github.com/Matt711>`_)

* PR `#8625 <https://github.com/numba/numba/pull/8625>`_: Refactor ``test_ufuncs`` (`gmarkall <https://github.com/gmarkall>`_)

* PR `#8626 <https://github.com/numba/numba/pull/8626>`_: [unicode-PERF]: use optmized BM algorithm to replace the brute-force finder (`dlee992 <https://github.com/dlee992>`_)

* PR `#8630 <https://github.com/numba/numba/pull/8630>`_: Fix #8628: Don't test math.trunc with non-float64 NumPy scalars (`gmarkall <https://github.com/gmarkall>`_)

* PR `#8634 <https://github.com/numba/numba/pull/8634>`_: Add new method is_fp16_supported (`testhound <https://github.com/testhound>`_)

* PR `#8636 <https://github.com/numba/numba/pull/8636>`_: CUDA: Skip ``test_ptds`` on Windows (`gmarkall <https://github.com/gmarkall>`_)

* PR `#8639 <https://github.com/numba/numba/pull/8639>`_: Python 3.11 - fix majority of remaining test failures. (`stuartarchibald <https://github.com/stuartarchibald>`_)

* PR `#8644 <https://github.com/numba/numba/pull/8644>`_: Fix bare reraise support (`sklam <https://github.com/sklam>`_)

* PR `#8649 <https://github.com/numba/numba/pull/8649>`_: Remove ``numba.core.overload_glue`` module. (`apmasell <https://github.com/apmasell>`_)

* PR `#8659 <https://github.com/numba/numba/pull/8659>`_: Preserve module name of jitted class (`neilflood <https://github.com/neilflood>`_)

* PR `#8661 <https://github.com/numba/numba/pull/8661>`_: Make external compiler discovery lazy in the test suite. (`stuartarchibald <https://github.com/stuartarchibald>`_)

* PR `#8662 <https://github.com/numba/numba/pull/8662>`_: Add support for ``.nbytes`` accessor for numpy arrays (`alanhdu <https://github.com/alanhdu>`_)

* PR `#8666 <https://github.com/numba/numba/pull/8666>`_: Updates for Python 3.8 baseline/Python 3.11 migration (`stuartarchibald <https://github.com/stuartarchibald>`_)

* PR `#8673 <https://github.com/numba/numba/pull/8673>`_: Enable the CUDA simulator tests on Windows builds in Azure CI. (`stuartarchibald <https://github.com/stuartarchibald>`_)

* PR `#8675 <https://github.com/numba/numba/pull/8675>`_: Make ``always_run`` test decorator a tag and improve shard tests. (`stuartarchibald <https://github.com/stuartarchibald>`_)

* PR `#8677 <https://github.com/numba/numba/pull/8677>`_: Add support for min and max on boolean types. (`DrTodd13 <https://github.com/DrTodd13>`_)

* PR `#8680 <https://github.com/numba/numba/pull/8680>`_: Adjust flake8 config to be compatible with flake8=6.0.0 (`thomasjpfan <https://github.com/thomasjpfan>`_)

* PR `#8685 <https://github.com/numba/numba/pull/8685>`_: Implement ``__repr__`` for numba types (`luk-f-a <https://github.com/luk-f-a>`_)

* PR `#8691 <https://github.com/numba/numba/pull/8691>`_: NumPy 1.24 (`gmarkall <https://github.com/gmarkall>`_)

* PR `#8697 <https://github.com/numba/numba/pull/8697>`_: Close stale issues after 7 days (`gmarkall <https://github.com/gmarkall>`_)

* PR `#8701 <https://github.com/numba/numba/pull/8701>`_: Relaxed ULP testing precision for NumPy Generator tests across all systems (`kc611 <https://github.com/kc611>`_)

* PR `#8702 <https://github.com/numba/numba/pull/8702>`_: Supply concrete timeline for objmode fallback deprecation/removal. (`stuartarchibald <https://github.com/stuartarchibald>`_)

* PR `#8706 <https://github.com/numba/numba/pull/8706>`_: Fix doctest for ``@vectorize`` (`sklam <https://github.com/sklam>`_)

* PR `#8711 <https://github.com/numba/numba/pull/8711>`_: Python 3.11 tracing support (continuation of #8670). (`AndrewVallette <https://github.com/AndrewVallette>`_ `sklam <https://github.com/sklam>`_)

* PR `#8716 <https://github.com/numba/numba/pull/8716>`_: CI: Use ``set -e`` in "Before Install" step and fix install (`gmarkall <https://github.com/gmarkall>`_)

* PR `#8720 <https://github.com/numba/numba/pull/8720>`_: Enable coverage for subprocess testing (`sklam <https://github.com/sklam>`_)

* PR `#8723 <https://github.com/numba/numba/pull/8723>`_: Check for void return type in ``cuda.compile_ptx`` (`brandonwillard <https://github.com/brandonwillard>`_)

* PR `#8726 <https://github.com/numba/numba/pull/8726>`_: Make Numba dependency check run ahead of Numba internal imports. (`stuartarchibald <https://github.com/stuartarchibald>`_)

* PR `#8728 <https://github.com/numba/numba/pull/8728>`_: Fix flake8 checks since upgrade to flake8=6.x (`stuartarchibald <https://github.com/stuartarchibald>`_)

* PR `#8729 <https://github.com/numba/numba/pull/8729>`_: Run flake8 CI step in multiple processes. (`stuartarchibald <https://github.com/stuartarchibald>`_)

* PR `#8732 <https://github.com/numba/numba/pull/8732>`_: Add numpy argpartition function support ()

* PR `#8735 <https://github.com/numba/numba/pull/8735>`_: Update bot to close PRs waiting on authors for more than 3 months (`guilhermeleobas <https://github.com/guilhermeleobas>`_)

* PR `#8736 <https://github.com/numba/numba/pull/8736>`_: Implement np.lib.stride_tricks.sliding_window_view ()

* PR `#8744 <https://github.com/numba/numba/pull/8744>`_: Update CtypesLinker::add_cu error message to include fp16 usage (`testhound <https://github.com/testhound>`_ `gmarkall <https://github.com/gmarkall>`_)

* PR `#8746 <https://github.com/numba/numba/pull/8746>`_: Fix failing test_dispatcher test case (`testhound <https://github.com/testhound>`_)

* PR `#8748 <https://github.com/numba/numba/pull/8748>`_: Suppress known test failures for py3.11 (`sklam <https://github.com/sklam>`_)

* PR `#8751 <https://github.com/numba/numba/pull/8751>`_: Recycle test runners more aggressively (`apmasell <https://github.com/apmasell>`_)

* PR `#8752 <https://github.com/numba/numba/pull/8752>`_: Flake8 fixes for py311 branch (`esc <https://github.com/esc>`_ `sklam <https://github.com/sklam>`_)

* PR `#8760 <https://github.com/numba/numba/pull/8760>`_: Bump llvmlite PR in py3.11 branch testing (`sklam <https://github.com/sklam>`_)

* PR `#8764 <https://github.com/numba/numba/pull/8764>`_: CUDA tidy-up: remove some unneeded methods (`gmarkall <https://github.com/gmarkall>`_)

* PR `#8765 <https://github.com/numba/numba/pull/8765>`_: BLD: remove distutils (`fangchenli <https://github.com/fangchenli>`_)

* PR `#8766 <https://github.com/numba/numba/pull/8766>`_: Stale bot: Use ``abandoned - stale`` label for closed PRs (`gmarkall <https://github.com/gmarkall>`_)

* PR `#8771 <https://github.com/numba/numba/pull/8771>`_: Update vendored Versioneer from 0.14 to 0.28 (`oscargus <https://github.com/oscargus>`_ `gmarkall <https://github.com/gmarkall>`_)

* PR `#8775 <https://github.com/numba/numba/pull/8775>`_: Revert PR#8751 for buildfarm stability (`sklam <https://github.com/sklam>`_)

* PR `#8780 <https://github.com/numba/numba/pull/8780>`_: Improved documentation for Atomic CAS (`MiloniAtal <https://github.com/MiloniAtal>`_)

* PR `#8781 <https://github.com/numba/numba/pull/8781>`_: Ensure gc.collect() is called before checking refcount in tests. (`sklam <https://github.com/sklam>`_)

* PR `#8782 <https://github.com/numba/numba/pull/8782>`_: Changed wording of the escape error (`MiloniAtal <https://github.com/MiloniAtal>`_)

* PR `#8786 <https://github.com/numba/numba/pull/8786>`_: Upgrade stale GitHub action (`apmasell <https://github.com/apmasell>`_)

* PR `#8788 <https://github.com/numba/numba/pull/8788>`_: CUDA: Fix returned dtype of vectorized functions (Issue #8400) (`gmarkall <https://github.com/gmarkall>`_)

* PR `#8790 <https://github.com/numba/numba/pull/8790>`_: CUDA compare and swap with index (`ianthomas23 <https://github.com/ianthomas23>`_)

* PR `#8795 <https://github.com/numba/numba/pull/8795>`_: Add pending-deprecation warnings for ``numba.pycc`` (`stuartarchibald <https://github.com/stuartarchibald>`_)

* PR `#8802 <https://github.com/numba/numba/pull/8802>`_: Move the minimum supported NumPy version to 1.21 (`stuartarchibald <https://github.com/stuartarchibald>`_)

* PR `#8803 <https://github.com/numba/numba/pull/8803>`_: Attempted fix to #8789 by changing ``compile_ptx`` to accept a signature instead of argument tuple (`KyanCheung <https://github.com/KyanCheung>`_)

* PR `#8804 <https://github.com/numba/numba/pull/8804>`_: Split parfor pass into 3 parts (`DrTodd13 <https://github.com/DrTodd13>`_)

* PR `#8809 <https://github.com/numba/numba/pull/8809>`_: Update LLVM versions for 0.57 release (`apmasell <https://github.com/apmasell>`_)

* PR `#8810 <https://github.com/numba/numba/pull/8810>`_: Fix llvmlite dependency in meta.yaml (`sklam <https://github.com/sklam>`_)

* PR `#8816 <https://github.com/numba/numba/pull/8816>`_: Fix some buildfarm test failures (`sklam <https://github.com/sklam>`_)

* PR `#8819 <https://github.com/numba/numba/pull/8819>`_: Support "static" __getitem__ on Numba types in ``@njit`` code. (`stuartarchibald <https://github.com/stuartarchibald>`_)

* PR `#8822 <https://github.com/numba/numba/pull/8822>`_: Merge py3.11 branch to main (`esc <https://github.com/esc>`_ `AndrewVallette <https://github.com/AndrewVallette>`_ `stuartarchibald <https://github.com/stuartarchibald>`_ `sklam <https://github.com/sklam>`_)

* PR `#8826 <https://github.com/numba/numba/pull/8826>`_: CUDA CFFI test: conditionally require cffi module (`gmarkall <https://github.com/gmarkall>`_)

* PR `#8831 <https://github.com/numba/numba/pull/8831>`_: Redo py3.11 sync branch with main (`sklam <https://github.com/sklam>`_)

* PR `#8833 <https://github.com/numba/numba/pull/8833>`_: Fix typeguard import hook location. (`stuartarchibald <https://github.com/stuartarchibald>`_)

* PR `#8836 <https://github.com/numba/numba/pull/8836>`_: Fix failing typeguard test. (`stuartarchibald <https://github.com/stuartarchibald>`_)

* PR `#8837 <https://github.com/numba/numba/pull/8837>`_: Update AzureCI matrix for Python 3.11/NumPy 1.21..1.24 (`stuartarchibald <https://github.com/stuartarchibald>`_)

* PR `#8839 <https://github.com/numba/numba/pull/8839>`_: Add Dynamic Shared Memory example. (`k1m190r <https://github.com/k1m190r>`_)

* PR `#8842 <https://github.com/numba/numba/pull/8842>`_: Fix buildscripts, setup.py, docs for setuptools becoming optional. (`stuartarchibald <https://github.com/stuartarchibald>`_)

* PR `#8843 <https://github.com/numba/numba/pull/8843>`_: Pin typeguard to 3.0.1 in AzureCI. (`stuartarchibald <https://github.com/stuartarchibald>`_)

* PR `#8848 <https://github.com/numba/numba/pull/8848>`_: added lifted loops to glossary term (`cherieliu <https://github.com/cherieliu>`_)

* PR `#8852 <https://github.com/numba/numba/pull/8852>`_: Disable SLP vectorisation due to miscompilations. (`stuartarchibald <https://github.com/stuartarchibald>`_)

* PR `#8855 <https://github.com/numba/numba/pull/8855>`_: DOC: ``pip`` into double backticks in installing.rst (`F3eQnxN3RriK <https://github.com/F3eQnxN3RriK>`_)

* PR `#8856 <https://github.com/numba/numba/pull/8856>`_: Update TBB to use >= 2021.6 by default. (`kozlov-alexey <https://github.com/kozlov-alexey>`_ `stuartarchibald <https://github.com/stuartarchibald>`_)

* PR `#8858 <https://github.com/numba/numba/pull/8858>`_: Update deprecation notice for objmode fallback RE ``@jit`` use. (`stuartarchibald <https://github.com/stuartarchibald>`_)

* PR `#8864 <https://github.com/numba/numba/pull/8864>`_: Remove obsolete deprecation notices (`gmarkall <https://github.com/gmarkall>`_)

* PR `#8866 <https://github.com/numba/numba/pull/8866>`_: Revise CUDA deprecation notices (`gmarkall <https://github.com/gmarkall>`_)

* PR `#8869 <https://github.com/numba/numba/pull/8869>`_: Update CHANGE_LOG for 0.57.0rc1 (`stuartarchibald <https://github.com/stuartarchibald>`_ `esc <https://github.com/esc>`_ `gmarkall <https://github.com/gmarkall>`_)

* PR `#8870 <https://github.com/numba/numba/pull/8870>`_: Fix opcode "spelling" change since Python 3.11 in CUDA debug test. (`stuartarchibald <https://github.com/stuartarchibald>`_)

* PR `#8879 <https://github.com/numba/numba/pull/8879>`_: Remove use of ``compile_isolated`` from generator tests. (`stuartarchibald <https://github.com/stuartarchibald>`_)

* PR `#8880 <https://github.com/numba/numba/pull/8880>`_: Fix missing dependency guard on pyyaml in ``test_azure_config``. (`stuartarchibald <https://github.com/stuartarchibald>`_)

* PR `#8881 <https://github.com/numba/numba/pull/8881>`_: Replace use of compile_isolated in test_obj_lifetime (`sklam <https://github.com/sklam>`_)

* PR `#8884 <https://github.com/numba/numba/pull/8884>`_: Pin llvmlite and NumPy on release branch (`sklam <https://github.com/sklam>`_)

* PR `#8887 <https://github.com/numba/numba/pull/8887>`_: Update PyPI supported version tags (`bryant1410 <https://github.com/bryant1410>`_)

* PR `#8896 <https://github.com/numba/numba/pull/8896>`_: Remove codecov install (now deleted from PyPI) (`gmarkall <https://github.com/gmarkall>`_)

* PR `#8902 <https://github.com/numba/numba/pull/8902>`_: Enable CALL_FUNCTION_EX fix for py3.11 (`sklam <https://github.com/sklam>`_)

* PR `#8907 <https://github.com/numba/numba/pull/8907>`_: Work around issue #8898. Defer ``exp2`` (and ``log2``) calls to Numba internal symbols. (`stuartarchibald <https://github.com/stuartarchibald>`_)

* PR `#8909 <https://github.com/numba/numba/pull/8909>`_: Fix #8903. ``NumbaDeprecationWarning``s raised from ``@{gu,}vectorize``. (`stuartarchibald <https://github.com/stuartarchibald>`_)

* PR `#8929 <https://github.com/numba/numba/pull/8929>`_: Update CHANGE_LOG for 0.57.0 final. (`stuartarchibald <https://github.com/stuartarchibald>`_)

* PR `#8930 <https://github.com/numba/numba/pull/8930>`_: Fix year in change log (`jtilly <https://github.com/jtilly>`_)

* PR `#8932 <https://github.com/numba/numba/pull/8932>`_: Fix 0.57 release changelog (`sklam <https://github.com/sklam>`_)

Authors:

* `alanhdu <https://github.com/alanhdu>`_

* `AndrewVallette <https://github.com/AndrewVallette>`_

* `apmasell <https://github.com/apmasell>`_

* `armgabrielyan <https://github.com/armgabrielyan>`_

* `aseyboldt <https://github.com/aseyboldt>`_

* `Biswa96 <https://github.com/Biswa96>`_

* `brandonwillard <https://github.com/brandonwillard>`_

* `bryant1410 <https://github.com/bryant1410>`_

* `bszollosinagy <https://github.com/bszollosinagy>`_

* `cako <https://github.com/cako>`_

* `cherieliu <https://github.com/cherieliu>`_

* `ChiCheng45 <https://github.com/ChiCheng45>`_

* `DannyWeitekamp <https://github.com/DannyWeitekamp>`_

* `dlee992 <https://github.com/dlee992>`_

* `dmbelov <https://github.com/dmbelov>`_

* `DrTodd13 <https://github.com/DrTodd13>`_

* `eric-wieser <https://github.com/eric-wieser>`_

* `esc <https://github.com/esc>`_

* `F3eQnxN3RriK <https://github.com/F3eQnxN3RriK>`_

* `fangchenli <https://github.com/fangchenli>`_

* `gmarkall <https://github.com/gmarkall>`_

* `guilhermeleobas <https://github.com/guilhermeleobas>`_

* `ianthomas23 <https://github.com/ianthomas23>`_

* `jamesobutler <https://github.com/jamesobutler>`_

* `jorgepiloto <https://github.com/jorgepiloto>`_

* `jtilly <https://github.com/jtilly>`_

* `k1m190r <https://github.com/k1m190r>`_

* `kc611 <https://github.com/kc611>`_

* `kozlov-alexey <https://github.com/kozlov-alexey>`_

* `KyanCheung <https://github.com/KyanCheung>`_

* `luk-f-a <https://github.com/luk-f-a>`_

* `Matt711 <https://github.com/Matt711>`_

* `MiloniAtal <https://github.com/MiloniAtal>`_

* `naveensrinivasan <https://github.com/naveensrinivasan>`_

* `neilflood <https://github.com/neilflood>`_

* `Nimrod0901 <https://github.com/Nimrod0901>`_

* `njriasan <https://github.com/njriasan>`_

* `oleksandr-pavlyk <https://github.com/oleksandr-pavlyk>`_

* `oscargus <https://github.com/oscargus>`_

* `raybellwaves <https://github.com/raybellwaves>`_

* `shangbol <https://github.com/shangbol>`_

* `sklam <https://github.com/sklam>`_

* `stefanfed <https://github.com/stefanfed>`_

* `stuartarchibald <https://github.com/stuartarchibald>`_

* `testhound <https://github.com/testhound>`_

* `thomasjpfan <https://github.com/thomasjpfan>`_

* `tpwrules <https://github.com/tpwrules>`_

Version 0.56.4 (3 November, 2022)

---------------------------------

This is a bugfix release to fix a regression in the CUDA target in relation to

the ``.view()`` method on CUDA device arrays that is present when using NumPy

version 1.23.0 or later.

Pull-Requests:

* PR `#8537 <https://github.com/numba/numba/pull/8537>`_: Make ol_compatible_view accessible on all targets (`gmarkall <https://github.com/gmarkall>`_)

* PR `#8552 <https://github.com/numba/numba/pull/8552>`_: Update version support table for 0.56.4. (`stuartarchibald <https://github.com/stuartarchibald>`_)

* PR `#8553 <https://github.com/numba/numba/pull/8553>`_: Update CHANGE_LOG for 0.56.4 (`stuartarchibald <https://github.com/stuartarchibald>`_)

* PR `#8570 <https://github.com/numba/numba/pull/8570>`_: Release 0.56 branch: Fix overloads with ``target="generic"`` for CUDA (`gmarkall <https://github.com/gmarkall>`_)

* PR `#8571 <https://github.com/numba/numba/pull/8571>`_: Additional update to CHANGE_LOG for 0.56.4 (`stuartarchibald <https://github.com/stuartarchibald>`_)

Authors:

* `gmarkall <https://github.com/gmarkall>`_

* `stuartarchibald <https://github.com/stuartarchibald>`_

Version 0.56.3 (13 October, 2022)

---------------------------------

This is a bugfix release to remove the version restriction applied to the

``setuptools`` package and to fix a bug in the CUDA target in relation to

copying zero length device arrays to zero length host arrays.

Pull-Requests:

* PR `#8475 <https://github.com/numba/numba/pull/8475>`_: Remove setuptools version pin (`gmarkall <https://github.com/gmarkall>`_)

* PR `#8482 <https://github.com/numba/numba/pull/8482>`_: Fix #8477: Allow copies with different strides for 0-length data (`gmarkall <https://github.com/gmarkall>`_)

* PR `#8486 <https://github.com/numba/numba/pull/8486>`_: Restrict the TBB development package to supported version in Azure. (`stuartarchibald <https://github.com/stuartarchibald>`_)

* PR `#8503 <https://github.com/numba/numba/pull/8503>`_: Update version support table for 0.56.3 (`stuartarchibald <https://github.com/stuartarchibald>`_)

* PR `#8504 <https://github.com/numba/numba/pull/8504>`_: Update CHANGE_LOG for 0.56.3 (`stuartarchibald <https://github.com/stuartarchibald>`_)

Authors:

* `gmarkall <https://github.com/gmarkall>`_

* `stuartarchibald <https://github.com/stuartarchibald>`_

Version 0.56.2 (1 September, 2022)

----------------------------------

This is a bugfix release that supports NumPy 1.23 and fixes CUDA function

caching.

Pull-Requests:

* PR `#8239 <https://github.com/numba/numba/pull/8239>`_: Add decorator to run a test in a subprocess (`stuartarchibald <https://github.com/stuartarchibald>`_)

* PR `#8276 <https://github.com/numba/numba/pull/8276>`_: Move Azure to use macos-11 (`stuartarchibald <https://github.com/stuartarchibald>`_)

* PR `#8310 <https://github.com/numba/numba/pull/8310>`_: CUDA: Fix Issue #8309 - atomics don't work on complex components (`Graham Markall <https://github.com/gmarkall>`_)

* PR `#8342 <https://github.com/numba/numba/pull/8342>`_: Upgrade to ubuntu-20.04 for azure pipeline CI (`jamesobutler <https://github.com/jamesobutler>`_)

* PR `#8356 <https://github.com/numba/numba/pull/8356>`_: Update setup.py, buildscripts, CI and docs to require setuptools<60 (`stuartarchibald <https://github.com/stuartarchibald>`_)

* PR `#8374 <https://github.com/numba/numba/pull/8374>`_: Don't pickle LLVM IR for CUDA code libraries (`Graham Markall <https://github.com/gmarkall>`_)

* PR `#8377 <https://github.com/numba/numba/pull/8377>`_: Add support for NumPy 1.23 (`stuartarchibald <https://github.com/stuartarchibald>`_)

* PR `#8384 <https://github.com/numba/numba/pull/8384>`_: Move strace() check into tests that actually need it (`stuartarchibald <https://github.com/stuartarchibald>`_)

* PR `#8386 <https://github.com/numba/numba/pull/8386>`_: Fix the docs for numba.get_thread_id (`stuartarchibald <https://github.com/stuartarchibald>`_)

* PR `#8407 <https://github.com/numba/numba/pull/8407>`_: Pin NumPy version to 1.18-1.24 (`Andre Masella <https://github.com/apmasell>`_)

* PR `#8411 <https://github.com/numba/numba/pull/8411>`_: update version support table for 0.56.1 (`esc <https://github.com/esc>`_)

* PR `#8412 <https://github.com/numba/numba/pull/8412>`_: Create changelog for 0.56.1 (`Andre Masella <https://github.com/apmasell>`_)

* PR `#8413 <https://github.com/numba/numba/pull/8413>`_: Fix Azure CI for NumPy 1.23 and use conda-forge scipy (`Siu Kwan Lam <https://github.com/sklam>`_)

* PR `#8414 <https://github.com/numba/numba/pull/8413>`_: Hotfix for 0.56.2 (`Siu Kwan Lam <https://github.com/sklam>`_)

Authors:

* `Andre Masella <https://github.com/apmasell>`_

* `esc <https://github.com/esc>`_

* `Graham Markall <https://github.com/gmarkall>`_

* `jamesobutler <https://github.com/jamesobutler>`_

* `Siu Kwan Lam <https://github.com/sklam>`_

* `stuartarchibald <https://github.com/stuartarchibald>`_

Version 0.56.1 (NO RELEASE)

---------------------------

The release was skipped due to issues during the release process.

Version 0.56.0 (25 July, 2022)

------------------------------

This release continues to add new features, bug fixes and stability improvements

to Numba. Please note that this will be the last release that has support for

Python 3.7 as the next release series (Numba 0.57) will support Python 3.11!

Also note that, this will be the last release to support linux-32 packages

produced by the Numba team.

Python language support enhancements:

* Previously missing support for large, in-line dictionaries and internal calls

to functions with large numbers of keyword arguments in Python 3.10 has been

added.

* ``operator.mul`` now works for ``list`` s.

* Literal slices, e.g. ``slice(1, 10, 2)`` can be returned from ``nopython``

mode functions.

* The ``len`` function now works on ``dict_keys``, ``dict_values`` and

``dict_items`` .

* Numba's ``set`` implementation now supports reference counted items e.g.

strings.

Numba specific feature enhancements:

* The experimental ``jitclass`` feature gains support for a large number of

``builtin`` methods e.g. declaring ``__hash__`` or ``__getitem__`` for a

``jitclass`` type.

* It's now possible to use ``@vectorize`` on an already ``@jit`` family

decorated function.

* Name mangling has been updated to emit compiled function names that exactly

match the function name in Python. This means debuggers, like GDB, can be set

to break directly on Python function names.

* A GDB "pretty printing" support module has been added, when loaded into GDB

Numba's internal representations of Python/NumPy types are rendered inside GDB

as they would be in Python.

* An experimental option is added to the ``@jit`` family decorators to entirely

turn off LLVM's optimisation passes for a given function (see

``_dbg_optnone`` kwarg in the ``@jit`` decorator family).

* A new environment variable is added ``NUMBA_EXTEND_VARIABLE_LIFETIMES``, which

if set will extend the lifetime of variables to the end of their basic block,

this to permit a debugging experience in GDB similar to that found in compiled

C/C++/Fortran code.

NumPy features/enhancements:

* Initial support for passing, using and returning ``numpy.random.Generator``

instances has been added, this currently includes support for the ``random``

distribution.

* The broadcasting functions ``np.broadcast_shapes`` and ``np.broadcast_arrays``

are now supported.

* The ``min`` and ``max`` functions now work with ``np.timedelta64`` and

``np.datetime64`` types.

* Sorting multi-dimensional arrays along the last axis is now supported in

``np.sort()``.

* The ``np.clip`` function is updated to accept NumPy arrays for the ``a_min``

and ``a_max`` arguments.

* The NumPy allocation routines (``np.empty`` , ``np.ones`` etc.) support shape

arguments specified using members of ``enum.IntEnum`` s.

* The function ``np.random.noncentral_chisquare`` is now supported.

* The performance of functions ``np.full`` and ``np.ones`` has been improved.

Parallel Accelerator enhancements:

* The ``parallel=True`` functionality is enhanced through the addition of the

functions ``numba.set_parallel_chunksize`` and

``numba.get_parallel_chunksize`` to permit a more fine grained scheduling of

work defined in a parallel region. There is also support for adjusting the

``chunksize`` via a context manager.

* The ``ID`` of a thread is now defined to be predictable and within a known

range, it is available through calling the function ``numba.get_thread_id``.

* The performance of ``@stencil`` s has been improved in both serial and

parallel execution.

CUDA enhancements:

* New functionality:

* Self-recursive device functions.

* Vector type support (``float4``, ``int2``, etc.).

* Shared / local arrays of extension types can now be created.

* Support for linking CUDA C / C++ device functions into Python kernels.

* PTX generation for Compute Capabilities 8.6 and 8.7 - e.g. RTX A series,

GTX 3000 series.

* Comparison operations for ``float16`` types.

* Performance improvements:

* Context queries are no longer made during launch configuration.

* Launch configurations are now LRU cached.

* On-disk caching of CUDA kernels is now supported.

* Documentation: many new examples added.

Docs:

* Numba now has an official "mission statement".

* There's now a "version support table" in the documentation to act as an easy

to use, single reference point, for looking up information about Numba

releases and their required/supported dependencies.

General Enhancements:

* Numba imports more quickly in environments with large numbers of packages as

it now uses ``importlib-metadata`` for querying other packages.

* Emission of chrome tracing output is now supported for the internal

compilation event handling system.

* This release is tested and known to work when using the

`Pyston <https://www.pyston.org/>`_ Python interpreter.

Pull-Requests:

* PR `#5209 <https://github.com/numba/numba/pull/5209>`_: Use importlib to load numba extensions (`Stepan Rakitin <https://github.com/svrakitin>`_ `Graham Markall <https://github.com/gmarkall>`_ `stuartarchibald <https://github.com/stuartarchibald>`_)

* PR `#5877 <https://github.com/numba/numba/pull/5877>`_: Jitclass builtin methods (`Ethan Pronovost <https://github.com/EPronovost>`_ `Graham Markall <https://github.com/gmarkall>`_)

* PR `#6490 <https://github.com/numba/numba/pull/6490>`_: Stencil output allocated with np.empty now and new code to initialize the borders. (`Todd A. Anderson <https://github.com/DrTodd13>`_)

* PR `#7005 <https://github.com/numba/numba/pull/7005>`_: Make `numpy.searchsorted` match NumPy when first argument is unsorted (`Brandon T. Willard <https://github.com/brandonwillard>`_)

* PR `#7363 <https://github.com/numba/numba/pull/7363>`_: Update cuda.local.array to clarify "simple constant expression" (e.g. no NumPy ints) (`Sterling Baird <https://github.com/sgbaird>`_)

* PR `#7364 <https://github.com/numba/numba/pull/7364>`_: Removes an instance of signed integer overflow undefined behaviour. (`Tobias Sargeant <https://github.com/folded>`_)

* PR `#7537 <https://github.com/numba/numba/pull/7537>`_: Add chrome tracing (`Hadia Ahmed <https://github.com/hadia206>`_ `Siu Kwan Lam <https://github.com/sklam>`_)

* PR `#7556 <https://github.com/numba/numba/pull/7556>`_: Testhound/fp16 comparison (`Michael Collison <https://github.com/testhound>`_ `Graham Markall <https://github.com/gmarkall>`_)

* PR `#7586 <https://github.com/numba/numba/pull/7586>`_: Support for len on dict.keys, dict.values, and dict.items (`Nick Riasanovsky <https://github.com/njriasan>`_)

* PR `#7617 <https://github.com/numba/numba/pull/7617>`_: Numba gdb-python extension for printing (`stuartarchibald <https://github.com/stuartarchibald>`_)

* PR `#7619 <https://github.com/numba/numba/pull/7619>`_: CUDA: Fix linking with PTX when compiling lazily (`Graham Markall <https://github.com/gmarkall>`_)

* PR `#7621 <https://github.com/numba/numba/pull/7621>`_: Add support for linking CUDA C / C++ with `@cuda.jit` kernels (`Graham Markall <https://github.com/gmarkall>`_)

* PR `#7625 <https://github.com/numba/numba/pull/7625>`_: Combined parfor chunking and caching PRs. (`stuartarchibald <https://github.com/stuartarchibald>`_ `Todd A. Anderson <https://github.com/DrTodd13>`_ `Siu Kwan Lam <https://github.com/sklam>`_)

* PR `#7651 <https://github.com/numba/numba/pull/7651>`_: DOC: pypi and conda-forge badges (`Ray Bell <https://github.com/raybellwaves>`_)

* PR `#7660 <https://github.com/numba/numba/pull/7660>`_: Add support for np.broadcast_arrays (`Guilherme Leobas <https://github.com/guilhermeleobas>`_)

* PR `#7664 <https://github.com/numba/numba/pull/7664>`_: Flatten mangling dicts into a single dict (`Graham Markall <https://github.com/gmarkall>`_)

* PR `#7680 <https://github.com/numba/numba/pull/7680>`_: CUDA Docs: include example calling slow matmul (`Graham Markall <https://github.com/gmarkall>`_)

* PR `#7682 <https://github.com/numba/numba/pull/7682>`_: performance improvements to np.full and np.ones (`Rishi Kulkarni <https://github.com/rishi-kulkarni>`_)

* PR `#7684 <https://github.com/numba/numba/pull/7684>`_: DOC: remove incorrect warning in np.random reference (`Rishi Kulkarni <https://github.com/rishi-kulkarni>`_)

* PR `#7685 <https://github.com/numba/numba/pull/7685>`_: Don't convert setitems that have dimension mismatches to parfors. (`Todd A. Anderson <https://github.com/DrTodd13>`_)

* PR `#7690 <https://github.com/numba/numba/pull/7690>`_: Implemented np.random.noncentral_chisquare for all size arguments (`Rishi Kulkarni <https://github.com/rishi-kulkarni>`_)

* PR `#7695 <https://github.com/numba/numba/pull/7695>`_: `IntEnumMember` support for `np.empty`, `np.zeros`, and `np.ones` (`Benjamin Graham <https://github.com/benwilliamgraham>`_)

* PR `#7699 <https://github.com/numba/numba/pull/7699>`_: CUDA: Provide helpful error if the return type is missing for `declare_device` (`Graham Markall <https://github.com/gmarkall>`_)

* PR `#7700 <https://github.com/numba/numba/pull/7700>`_: Support for scalar arguments in Np.ascontiguousarray (`Dhruv Patel <https://github.com/DhruvPatel01>`_)

* PR `#7703 <https://github.com/numba/numba/pull/7703>`_: Ignore unsupported types in `ShapeEquivSet._getnames()` (`Benjamin Graham <https://github.com/benwilliamgraham>`_)

* PR `#7704 <https://github.com/numba/numba/pull/7704>`_: Move the type annotation pass to post legalization. (`stuartarchibald <https://github.com/stuartarchibald>`_)

* PR `#7709 <https://github.com/numba/numba/pull/7709>`_: CUDA: Fixes missing type annotation pass following #7704 (`stuartarchibald <https://github.com/stuartarchibald>`_)

* PR `#7712 <https://github.com/numba/numba/pull/7712>`_: Fixing issue 7693 (`stuartarchibald <https://github.com/stuartarchibald>`_ `Graham Markall <https://github.com/gmarkall>`_ `luk-f-a <https://github.com/luk-f-a>`_)

* PR `#7714 <https://github.com/numba/numba/pull/7714>`_: Support for boxing SliceLiteral type (`Nick Riasanovsky <https://github.com/njriasan>`_)

* PR `#7718 <https://github.com/numba/numba/pull/7718>`_: Bump llvmlite dependency to 0.39.0dev0 for Numba 0.56.0dev0 (`stuartarchibald <https://github.com/stuartarchibald>`_)

* PR `#7724 <https://github.com/numba/numba/pull/7724>`_: Update URLs in error messages to refer to RTD docs. (`stuartarchibald <https://github.com/stuartarchibald>`_)

* PR `#7728 <https://github.com/numba/numba/pull/7728>`_: Document that AOT-compiled functions do not check arg types (`Graham Markall <https://github.com/gmarkall>`_)

* PR `#7729 <https://github.com/numba/numba/pull/7729>`_: Handle Omitted/OmittedArgDataModel in DI generation. (`stuartarchibald <https://github.com/stuartarchibald>`_)

* PR `#7732 <https://github.com/numba/numba/pull/7732>`_: update release checklist following 0.55.0 RC1 (`esc <https://github.com/esc>`_)

* PR `#7736 <https://github.com/numba/numba/pull/7736>`_: Update CHANGE_LOG for 0.55.0 final. (`stuartarchibald <https://github.com/stuartarchibald>`_)

* PR `#7740 <https://github.com/numba/numba/pull/7740>`_: CUDA Python 11.6 support (`Graham Markall <https://github.com/gmarkall>`_)

* PR `#7744 <https://github.com/numba/numba/pull/7744>`_: Fix issues with locating/parsing source during DebugInfo emission. (`stuartarchibald <https://github.com/stuartarchibald>`_)

* PR `#7745 <https://github.com/numba/numba/pull/7745>`_: Fix the release year for Numba 0.55 change log entry. (`stuartarchibald <https://github.com/stuartarchibald>`_)

* PR `#7748 <https://github.com/numba/numba/pull/7748>`_: Fix #7713: Ensure _prng_random_hash return has correct bitwidth (`Graham Markall <https://github.com/gmarkall>`_)

* PR `#7749 <https://github.com/numba/numba/pull/7749>`_: Refactor threading layer priority tests to not use stdout/stderr (`stuartarchibald <https://github.com/stuartarchibald>`_)

* PR `#7752 <https://github.com/numba/numba/pull/7752>`_: Fix #7751: Use original filename for array exprs (`Graham Markall <https://github.com/gmarkall>`_)

* PR `#7755 <https://github.com/numba/numba/pull/7755>`_: CUDA: Deprecate support for CC < 5.3 and CTK < 10.2 (`Graham Markall <https://github.com/gmarkall>`_)

* PR `#7763 <https://github.com/numba/numba/pull/7763>`_: Update Read the Docs configuration (automatic) (`readthedocs-assistant <https://github.com/readthedocs-assistant>`_)

* PR `#7764 <https://github.com/numba/numba/pull/7764>`_: Add dbg_optnone and dbg_extend_lifetimes flags (`Siu Kwan Lam <https://github.com/sklam>`_)

* PR `#7771 <https://github.com/numba/numba/pull/7771>`_: Move function unique ID to abi-tags (`stuartarchibald <https://github.com/stuartarchibald>`_ `Siu Kwan Lam <https://github.com/sklam>`_)

* PR `#7772 <https://github.com/numba/numba/pull/7772>`_: CUDA: Add Support to Creating `StructModel` Array (`Michael Wang <https://github.com/isVoid>`_)

* PR `#7776 <https://github.com/numba/numba/pull/7776>`_: Updates coverage.py config (`stuartarchibald <https://github.com/stuartarchibald>`_)

* PR `#7777 <https://github.com/numba/numba/pull/7777>`_: Remove reference existing issue from GH template. (`stuartarchibald <https://github.com/stuartarchibald>`_)

* PR `#7778 <https://github.com/numba/numba/pull/7778>`_: Remove long deprecated flags from the CLI. (`stuartarchibald <https://github.com/stuartarchibald>`_)

* PR `#7780 <https://github.com/numba/numba/pull/7780>`_: Fix sets with reference counted items (`Benjamin Graham <https://github.com/benwilliamgraham>`_)

* PR `#7782 <https://github.com/numba/numba/pull/7782>`_: adding reminder to check on deprecations (`esc <https://github.com/esc>`_)

* PR `#7783 <https://github.com/numba/numba/pull/7783>`_: remove upper limit on Python version (`esc <https://github.com/esc>`_)

* PR `#7786 <https://github.com/numba/numba/pull/7786>`_: Remove dependency on intel-openmp for OSX (`stuartarchibald <https://github.com/stuartarchibald>`_)

* PR `#7788 <https://github.com/numba/numba/pull/7788>`_: Avoid issue with DI gen for arrayexprs. (`stuartarchibald <https://github.com/stuartarchibald>`_)

* PR `#7796 <https://github.com/numba/numba/pull/7796>`_: update change-log for 0.55.1 (`esc <https://github.com/esc>`_)

* PR `#7797 <https://github.com/numba/numba/pull/7797>`_: prune README (`esc <https://github.com/esc>`_)

* PR `#7799 <https://github.com/numba/numba/pull/7799>`_: update the release checklist post 0.55.1 (`esc <https://github.com/esc>`_)

* PR `#7801 <https://github.com/numba/numba/pull/7801>`_: add sdist command and umask reminder (`esc <https://github.com/esc>`_)

* PR `#7804 <https://github.com/numba/numba/pull/7804>`_: update local references from master -> main (`esc <https://github.com/esc>`_)

* PR `#7805 <https://github.com/numba/numba/pull/7805>`_: Enhance source line finding logic for debuginfo (`Siu Kwan Lam <https://github.com/sklam>`_)

* PR `#7809 <https://github.com/numba/numba/pull/7809>`_: Updates the gdb configuration to accept a binary name or a path. (`stuartarchibald <https://github.com/stuartarchibald>`_)

* PR `#7813 <https://github.com/numba/numba/pull/7813>`_: Extend parfors test timeout for aarch64. (`stuartarchibald <https://github.com/stuartarchibald>`_)

* PR `#7814 <https://github.com/numba/numba/pull/7814>`_: CUDA Dispatcher refactor (`Graham Markall <https://github.com/gmarkall>`_)

* PR `#7815 <https://github.com/numba/numba/pull/7815>`_: CUDA Dispatcher refactor 2: inherit from `dispatcher.Dispatcher` (`Graham Markall <https://github.com/gmarkall>`_)

* PR `#7817 <https://github.com/numba/numba/pull/7817>`_: Update intersphinx URLs for NumPy and llvmlite. (`stuartarchibald <https://github.com/stuartarchibald>`_)

* PR `#7823 <https://github.com/numba/numba/pull/7823>`_: Add renamed vars to callee scope such that it is self consistent. (`stuartarchibald <https://github.com/stuartarchibald>`_)

* PR `#7829 <https://github.com/numba/numba/pull/7829>`_: CUDA: Support `Enum/IntEnum` in Kernel (`Michael Wang <https://github.com/isVoid>`_)

* PR `#7833 <https://github.com/numba/numba/pull/7833>`_: Add version support information table to docs. (`stuartarchibald <https://github.com/stuartarchibald>`_)

* PR `#7835 <https://github.com/numba/numba/pull/7835>`_: Fix pickling error when module cannot be imported (`idorrington <https://github.com/idorrington>`_)

* PR `#7836 <https://github.com/numba/numba/pull/7836>`_: min() and max() support for np.datetime and np.timedelta (`Benjamin Graham <https://github.com/benwilliamgraham>`_)

* PR `#7837 <https://github.com/numba/numba/pull/7837>`_: Initial refactoring of parfor reduction lowering (`Siu Kwan Lam <https://github.com/sklam>`_)

* PR `#7845 <https://github.com/numba/numba/pull/7845>`_: change time.time() to time.perf_counter() in docs (`Nopileos2 <https://github.com/Nopileos2>`_)

* PR `#7846 <https://github.com/numba/numba/pull/7846>`_: Fix CUDA enum vectorize test on Windows (`Graham Markall <https://github.com/gmarkall>`_)

* PR `#7848 <https://github.com/numba/numba/pull/7848>`_: Support for int * list (`Nick Riasanovsky <https://github.com/njriasan>`_)

* PR `#7850 <https://github.com/numba/numba/pull/7850>`_: CUDA: Pass `fastmath` compiler flag down to `compile_ptx` and `compile_device`; Improve `fastmath` tests (`Michael Wang <https://github.com/isVoid>`_)

* PR `#7855 <https://github.com/numba/numba/pull/7855>`_: Ensure np.argmin/no.argmax return type is intp (`stuartarchibald <https://github.com/stuartarchibald>`_)

* PR `#7858 <https://github.com/numba/numba/pull/7858>`_: CUDA: Deprecate `ptx` Attribute and Update Tests (`Graham Markall <https://github.com/gmarkall>`_ `Michael Wang <https://github.com/isVoid>`_)

* PR `#7861 <https://github.com/numba/numba/pull/7861>`_: Fix a spelling mistake in README (`Zizheng Guo <https://github.com/gzz2000>`_)

* PR `#7864 <https://github.com/numba/numba/pull/7864>`_: Fix cross_iter_dep check. (`Todd A. Anderson <https://github.com/DrTodd13>`_)

* PR `#7865 <https://github.com/numba/numba/pull/7865>`_: Remove add_user_function (`Graham Markall <https://github.com/gmarkall>`_)

* PR `#7866 <https://github.com/numba/numba/pull/7866>`_: Support for large numbers of args/kws with Python 3.10 (`Nick Riasanovsky <https://github.com/njriasan>`_)

* PR `#7878 <https://github.com/numba/numba/pull/7878>`_: CUDA: Remove some deprecated support, add CC 8.6 and 8.7 (`Graham Markall <https://github.com/gmarkall>`_)

* PR `#7893 <https://github.com/numba/numba/pull/7893>`_: Use uuid.uuid4() as the key in serialization. (`stuartarchibald <https://github.com/stuartarchibald>`_)

* PR `#7895 <https://github.com/numba/numba/pull/7895>`_: Remove use of `llvmlite.llvmpy` (`Andre Masella <https://github.com/apmasell>`_)

* PR `#7898 <https://github.com/numba/numba/pull/7898>`_: Skip test_ptds under cuda-memcheck (`Graham Markall <https://github.com/gmarkall>`_)

* PR `#7901 <https://github.com/numba/numba/pull/7901>`_: Pyston compatibility for the test suite (`Kevin Modzelewski <https://github.com/kmod>`_)

* PR `#7904 <https://github.com/numba/numba/pull/7904>`_: Support m1 (`esc <https://github.com/esc>`_)

* PR `#7911 <https://github.com/numba/numba/pull/7911>`_: added sys import (`Nightfurex <https://github.com/Nightfurex>`_)

* PR `#7915 <https://github.com/numba/numba/pull/7915>`_: CUDA: Fix test checking debug info rendering. (`stuartarchibald <https://github.com/stuartarchibald>`_)

* PR `#7918 <https://github.com/numba/numba/pull/7918>`_: Add JIT examples to CUDA docs (`brandon-b-miller <https://github.com/brandon-b-miller>`_ `Graham Markall <https://github.com/gmarkall>`_)

* PR `#7919 <https://github.com/numba/numba/pull/7919>`_: Disallow //= reductions in pranges. (`Todd A. Anderson <https://github.com/DrTodd13>`_)

* PR `#7924 <https://github.com/numba/numba/pull/7924>`_: Retain non-modified index tuple components. (`Todd A. Anderson <https://github.com/DrTodd13>`_)

* PR `#7939 <https://github.com/numba/numba/pull/7939>`_: Fix rendering in feature request template. (`stuartarchibald <https://github.com/stuartarchibald>`_)

* PR `#7940 <https://github.com/numba/numba/pull/7940>`_: Implemented `np.allclose` in `numba/np/arraymath.py` (`Gagandeep Singh <https://github.com/czgdp1807>`_)

* PR `#7941 <https://github.com/numba/numba/pull/7941>`_: Remove debug dump output from closure inlining pass. (`stuartarchibald <https://github.com/stuartarchibald>`_)

* PR `#7946 <https://github.com/numba/numba/pull/7946>`_: instructions for creating a build environment were outdated (`esc <https://github.com/esc>`_)

* PR `#7949 <https://github.com/numba/numba/pull/7949>`_: Add Cuda Vector Types (`Michael Wang <https://github.com/isVoid>`_)

* PR `#7950 <https://github.com/numba/numba/pull/7950>`_: mission statement (`esc <https://github.com/esc>`_)

* PR `#7956 <https://github.com/numba/numba/pull/7956>`_: Stop using pip for 3.10 on public ci (Revert "start testing Python 3.10 on public CI") (`esc <https://github.com/esc>`_)

* PR `#7957 <https://github.com/numba/numba/pull/7957>`_: Use cloudpickle for disk caches (`Siu Kwan Lam <https://github.com/sklam>`_)

* PR `#7958 <https://github.com/numba/numba/pull/7958>`_: `numpy.clip` accept `numpy.array` for `a_min`, `a_max` (`Gagandeep Singh <https://github.com/czgdp1807>`_)

* PR `#7959 <https://github.com/numba/numba/pull/7959>`_: Permit a new array model to have a super set of array model fields. (`stuartarchibald <https://github.com/stuartarchibald>`_)

* PR `#7961 <https://github.com/numba/numba/pull/7961>`_: `numba.typed.typeddict.Dict.get` uses `castedkey` to avoid returning default value even if the key is present (`Gagandeep Singh <https://github.com/czgdp1807>`_)

* PR `#7963 <https://github.com/numba/numba/pull/7963>`_: remove the roadmap from the sphinx based docs (`esc <https://github.com/esc>`_)

* PR `#7964 <https://github.com/numba/numba/pull/7964>`_: Support for large constant dictionaries in Python 3.10 (`Nick Riasanovsky <https://github.com/njriasan>`_)

* PR `#7965 <https://github.com/numba/numba/pull/7965>`_: Use uuid4 instead of PID in cache temp name to prevent collisions. (`stuartarchibald <https://github.com/stuartarchibald>`_)

* PR `#7971 <https://github.com/numba/numba/pull/7971>`_: lru cache for configure call (`Tingkai Liu <https://github.com/TK-21st>`_)

* PR `#7972 <https://github.com/numba/numba/pull/7972>`_: Fix fp16 support for cuda shared array (`Michael Collison <https://github.com/testhound>`_ `Graham Markall <https://github.com/gmarkall>`_)

* PR `#7986 <https://github.com/numba/numba/pull/7986>`_: Small caching refactor to support target cache implementations (`Graham Markall <https://github.com/gmarkall>`_)

* PR `#7994 <https://github.com/numba/numba/pull/7994>`_: Supporting multidimensional arrays in quick sort (`Gagandeep Singh <https://github.com/czgdp1807>`_ `Siu Kwan Lam <https://github.com/sklam>`_)

* PR `#7996 <https://github.com/numba/numba/pull/7996>`_: Fix binding logic in `@overload_glue`. (`stuartarchibald <https://github.com/stuartarchibald>`_)

* PR `#7999 <https://github.com/numba/numba/pull/7999>`_: Remove `@overload_glue` for NumPy allocators. (`stuartarchibald <https://github.com/stuartarchibald>`_)

* PR `#8003 <https://github.com/numba/numba/pull/8003>`_: Add np.broadcast_shapes (`Guilherme Leobas <https://github.com/guilhermeleobas>`_)

* PR `#8004 <https://github.com/numba/numba/pull/8004>`_: CUDA fixes for Windows (`Graham Markall <https://github.com/gmarkall>`_)

* PR `#8014 <https://github.com/numba/numba/pull/8014>`_: Fix support for {real,imag} array attrs in Parfors. (`stuartarchibald <https://github.com/stuartarchibald>`_)

* PR `#8016 <https://github.com/numba/numba/pull/8016>`_: [Docs] [Very Minor] Make `numba.jit` boundscheck doc line consistent (`Kyle Martin <https://github.com/martinky24>`_)

* PR `#8017 <https://github.com/numba/numba/pull/8017>`_: Update FAQ to include details about using debug-only option (`Guilherme Leobas <https://github.com/guilhermeleobas>`_)

* PR `#8027 <https://github.com/numba/numba/pull/8027>`_: Support for NumPy 1.22 (`stuartarchibald <https://github.com/stuartarchibald>`_)

* PR `#8031 <https://github.com/numba/numba/pull/8031>`_: Support for Numpy BitGenerators PR#1 - Core Generator Support (`Kaustubh <https://github.com/kc611>`_)

* PR `#8035 <https://github.com/numba/numba/pull/8035>`_: Fix a couple of typos RE implementation (`stuartarchibald <https://github.com/stuartarchibald>`_)

* PR `#8037 <https://github.com/numba/numba/pull/8037>`_: CUDA self-recursion tests (`Graham Markall <https://github.com/gmarkall>`_)

* PR `#8044 <https://github.com/numba/numba/pull/8044>`_: Make Python 3.10 kwarg peephole less restrictive (`Nick Riasanovsky <https://github.com/njriasan>`_)

* PR `#8046 <https://github.com/numba/numba/pull/8046>`_: Fix caching test failures (`Siu Kwan Lam <https://github.com/sklam>`_)

* PR `#8049 <https://github.com/numba/numba/pull/8049>`_: support str(bool) syntax (`LI Da <https://github.com/dlee992>`_)

* PR `#8052 <https://github.com/numba/numba/pull/8052>`_: Ensure pthread is linked in when building for ppc64le. (`Siu Kwan Lam <https://github.com/sklam>`_)

* PR `#8056 <https://github.com/numba/numba/pull/8056>`_: Move caching tests from test_dispatcher to test_caching (`Graham Markall <https://github.com/gmarkall>`_)

* PR `#8057 <https://github.com/numba/numba/pull/8057>`_: Fix coverage checking (`Graham Markall <https://github.com/gmarkall>`_)

* PR `#8064 <https://github.com/numba/numba/pull/8064>`_: Rename "nb:run_pass" to "numba:run_pass" and document it. (`Siu Kwan Lam <https://github.com/sklam>`_)

* PR `#8065 <https://github.com/numba/numba/pull/8065>`_: Fix PyLowering mishandling starargs (`Siu Kwan Lam <https://github.com/sklam>`_)

* PR `#8068 <https://github.com/numba/numba/pull/8068>`_: update changelog for 0.55.2 (`esc <https://github.com/esc>`_)

* PR `#8077 <https://github.com/numba/numba/pull/8077>`_: change return type of np.broadcast_shapes to a tuple (`Guilherme Leobas <https://github.com/guilhermeleobas>`_)

* PR `#8080 <https://github.com/numba/numba/pull/8080>`_: Fix windows test failure due to timeout when the machine is slow poss… (`Siu Kwan Lam <https://github.com/sklam>`_)

* PR `#8081 <https://github.com/numba/numba/pull/8081>`_: Fix erroneous array count in parallel gufunc kernel generation. (`stuartarchibald <https://github.com/stuartarchibald>`_)

* PR `#8089 <https://github.com/numba/numba/pull/8089>`_: Support on-disk caching in the CUDA target (`Graham Markall <https://github.com/gmarkall>`_)

* PR `#8097 <https://github.com/numba/numba/pull/8097>`_: Exclude libopenblas 0.3.20 on osx-arm64 (`esc <https://github.com/esc>`_)

* PR `#8099 <https://github.com/numba/numba/pull/8099>`_: Fix Py_DECREF use in case of error state (for devicearray). (`stuartarchibald <https://github.com/stuartarchibald>`_)

* PR `#8102 <https://github.com/numba/numba/pull/8102>`_: Combine numpy run_constrained in meta.yaml to the run requirements (`Siu Kwan Lam <https://github.com/sklam>`_)

* PR `#8109 <https://github.com/numba/numba/pull/8109>`_: Pin TBB support with respect to incompatible 2021.6 API. (`stuartarchibald <https://github.com/stuartarchibald>`_)

* PR `#8118 <https://github.com/numba/numba/pull/8118>`_: Update release checklists post 0.55.2 (`esc <https://github.com/esc>`_)

* PR `#8123 <https://github.com/numba/numba/pull/8123>`_: Fix CUDA print tests on Windows (`Graham Markall <https://github.com/gmarkall>`_)

* PR `#8124 <https://github.com/numba/numba/pull/8124>`_: Add explicit checks to all allocators in the NRT. (`stuartarchibald <https://github.com/stuartarchibald>`_)

* PR `#8126 <https://github.com/numba/numba/pull/8126>`_: Mark gufuncs as having mutable outputs (`Andre Masella <https://github.com/apmasell>`_)

* PR `#8133 <https://github.com/numba/numba/pull/8133>`_: Fix #8132. Regression in Record.make_c_struct for handling nestedarray (`Siu Kwan Lam <https://github.com/sklam>`_)

* PR `#8137 <https://github.com/numba/numba/pull/8137>`_: CUDA: Fix #7806, Division by zero stops the kernel (`Graham Markall <https://github.com/gmarkall>`_)

* PR `#8142 <https://github.com/numba/numba/pull/8142>`_: CUDA: Fix some missed changes from dropping 9.2 (`Graham Markall <https://github.com/gmarkall>`_)

* PR `#8144 <https://github.com/numba/numba/pull/8144>`_: Fix NumPy capitalisation in docs. (`stuartarchibald <https://github.com/stuartarchibald>`_)

* PR `#8145 <https://github.com/numba/numba/pull/8145>`_: Allow ufunc builder to use previously JITed function (`Andre Masella <https://github.com/apmasell>`_)

* PR `#8151 <https://github.com/numba/numba/pull/8151>`_: pin NumPy to build 0 of 1.19.2 on public CI (`esc <https://github.com/esc>`_)

* PR `#8163 <https://github.com/numba/numba/pull/8163>`_: CUDA: Remove context query in launch config (`Graham Markall <https://github.com/gmarkall>`_)

* PR `#8165 <https://github.com/numba/numba/pull/8165>`_: Restrict strace based tests to be linux only via support feature. (`stuartarchibald <https://github.com/stuartarchibald>`_)

* PR `#8170 <https://github.com/numba/numba/pull/8170>`_: CUDA: Fix missing space in low occupancy warning (`Graham Markall <https://github.com/gmarkall>`_)

* PR `#8175 <https://github.com/numba/numba/pull/8175>`_: make build and upload order consistent (`esc <https://github.com/esc>`_)

* PR `#8181 <https://github.com/numba/numba/pull/8181>`_: Fix various typos (`luzpaz <https://github.com/luzpaz>`_)

* PR `#8187 <https://github.com/numba/numba/pull/8187>`_: Update CHANGE_LOG for 0.55.2 (`stuartarchibald <https://github.com/stuartarchibald>`_ `esc <https://github.com/esc>`_)

* PR `#8189 <https://github.com/numba/numba/pull/8189>`_: updated version support information for 0.55.2/0.57 (`esc <https://github.com/esc>`_)

* PR `#8191 <https://github.com/numba/numba/pull/8191>`_: CUDA: Update deprecation notes for 0.56. (`Graham Markall <https://github.com/gmarkall>`_)

* PR `#8192 <https://github.com/numba/numba/pull/8192>`_: Update CHANGE_LOG for 0.56.0 (`stuartarchibald <https://github.com/stuartarchibald>`_ `esc <https://github.com/esc>`_ `Siu Kwan Lam <https://github.com/sklam>`_)

* PR `#8195 <https://github.com/numba/numba/pull/8195>`_: Make the workqueue threading backend once again fork safe. (`stuartarchibald <https://github.com/stuartarchibald>`_)

* PR `#8196 <https://github.com/numba/numba/pull/8196>`_: Fix numerical tolerance in parfors caching test. (`stuartarchibald <https://github.com/stuartarchibald>`_)

* PR `#8197 <https://github.com/numba/numba/pull/8197>`_: Fix `isinstance` warning check test. (`stuartarchibald <https://github.com/stuartarchibald>`_)

* PR `#8203 <https://github.com/numba/numba/pull/8203>`_: pin llvmlite 0.39 for public CI builds (`esc <https://github.com/esc>`_)

* PR `#8255 <https://github.com/numba/numba/pull/8255>`_: CUDA: Make numba.cuda.tests.doc_examples.ffi a module to fix #8252 (`Graham Markall <https://github.com/gmarkall>`_)

* PR `#8274 <https://github.com/numba/numba/pull/8274>`_: Update version support table doc for 0.56. (`stuartarchibald <https://github.com/stuartarchibald>`_)

* PR `#8275 <https://github.com/numba/numba/pull/8275>`_: Update CHANGE_LOG for 0.56.0 final (`stuartarchibald <https://github.com/stuartarchibald>`_)

Authors:

* `Andre Masella <https://github.com/apmasell>`_

* `Benjamin Graham <https://github.com/benwilliamgraham>`_

* `brandon-b-miller <https://github.com/brandon-b-miller>`_

* `Brandon T. Willard <https://github.com/brandonwillard>`_

* `Gagandeep Singh <https://github.com/czgdp1807>`_

* `Dhruv Patel <https://github.com/DhruvPatel01>`_

* `LI Da <https://github.com/dlee992>`_

* `Todd A. Anderson <https://github.com/DrTodd13>`_

* `Ethan Pronovost <https://github.com/EPronovost>`_

* `esc <https://github.com/esc>`_

* `Tobias Sargeant <https://github.com/folded>`_

* `Graham Markall <https://github.com/gmarkall>`_

* `Guilherme Leobas <https://github.com/guilhermeleobas>`_

* `Zizheng Guo <https://github.com/gzz2000>`_

* `Hadia Ahmed <https://github.com/hadia206>`_

* `idorrington <https://github.com/idorrington>`_

* `Michael Wang <https://github.com/isVoid>`_

* `Kaustubh <https://github.com/kc611>`_

* `Kevin Modzelewski <https://github.com/kmod>`_

* `luk-f-a <https://github.com/luk-f-a>`_

* `luzpaz <https://github.com/luzpaz>`_

* `Kyle Martin <https://github.com/martinky24>`_

* `Nightfurex <https://github.com/Nightfurex>`_

* `Nick Riasanovsky <https://github.com/njriasan>`_

* `Nopileos2 <https://github.com/Nopileos2>`_

* `Ray Bell <https://github.com/raybellwaves>`_

* `readthedocs-assistant <https://github.com/readthedocs-assistant>`_

* `Rishi Kulkarni <https://github.com/rishi-kulkarni>`_

* `Sterling Baird <https://github.com/sgbaird>`_

* `Siu Kwan Lam <https://github.com/sklam>`_

* `stuartarchibald <https://github.com/stuartarchibald>`_

* `Stepan Rakitin <https://github.com/svrakitin>`_

* `Michael Collison <https://github.com/testhound>`_

* `Tingkai Liu <https://github.com/TK-21st>`_

Version 0.55.2 (25 May, 2022)

-----------------------------

This is a maintenance release to support NumPy 1.22 and Apple M1.

Pull-Requests:

* PR `#8067 <https://github.com/numba/numba/pull/8067>`_: Backport #8027: Support for NumPy 1.22 (`stuartarchibald <https://github.com/stuartarchibald>`_)

* PR `#8069 <https://github.com/numba/numba/pull/8069>`_: Install llvmlite 0.38 for Numba 0.55.* (`esc <https://github.com/esc>`_)

* PR `#8075 <https://github.com/numba/numba/pull/8075>`_: update max NumPy for 0.55.2 (`esc <https://github.com/esc>`_)

* PR `#8078 <https://github.com/numba/numba/pull/8078>`_: Backport #7804: update local references from master -> main (`esc <https://github.com/esc>`_)

* PR `#8082 <https://github.com/numba/numba/pull/8082>`_: Backport #8080: fix windows failure due to timeout (`Siu Kwan Lam <https://github.com/sklam>`_)

* PR `#8084 <https://github.com/numba/numba/pull/8084>`_: Pin meta.yaml to llvmlite 0.38 series (`Siu Kwan Lam <https://github.com/sklam>`_)

* PR `#8093 <https://github.com/numba/numba/pull/8093>`_: Backport #7904: Support m1 (`esc <https://github.com/esc>`_)

* PR `#8094 <https://github.com/numba/numba/pull/8094>`_: Backport #8052 Ensure pthread is linked in when building for ppc64le. (`Siu Kwan Lam <https://github.com/sklam>`_)

* PR `#8098 <https://github.com/numba/numba/pull/8098>`_: Backport #8097: Exclude libopenblas 0.3.20 on osx-arm64 (`esc <https://github.com/esc>`_)

* PR `#8100 <https://github.com/numba/numba/pull/8100>`_: Backport #7786 for 0.55.2: Remove dependency on intel-openmp for OSX (`stuartarchibald <https://github.com/stuartarchibald>`_)

* PR `#8103 <https://github.com/numba/numba/pull/8103>`_: Backport #8102 to fix numpy requirements (`Siu Kwan Lam <https://github.com/sklam>`_)

* PR `#8114 <https://github.com/numba/numba/pull/8114>`_: Backport #8109 Pin TBB support with respect to incompatible 2021.6 API. (`stuartarchibald <https://github.com/stuartarchibald>`_)

Total PRs: 12

Authors:

* `esc <https://github.com/esc>`_

* `Siu Kwan Lam <https://github.com/sklam>`_

* `stuartarchibald <https://github.com/stuartarchibald>`_

Total authors: 3

Version 0.55.1 (27 January, 2022)

---------------------------------

This is a bugfix release that closes all the remaining issues from the

accelerated release of 0.55.0 and also any release critical regressions

discovered since then.

CUDA target deprecation notices:

* Support for CUDA toolkits < 10.2 is deprecated and will be removed in Numba

0.56.

* Support for devices with Compute Capability < 5.3 is deprecated and will be

removed in Numba 0.56.

Pull-Requests:

* PR `#7755 <https://github.com/numba/numba/pull/7755>`_: CUDA: Deprecate support for CC < 5.3 and CTK < 10.2 (`Graham Markall <https://github.com/gmarkall>`_)

* PR `#7749 <https://github.com/numba/numba/pull/7749>`_: Refactor threading layer priority tests to not use stdout/stderr (`stuartarchibald <https://github.com/stuartarchibald>`_)

* PR `#7744 <https://github.com/numba/numba/pull/7744>`_: Fix issues with locating/parsing source during DebugInfo emission. (`stuartarchibald <https://github.com/stuartarchibald>`_)

* PR `#7712 <https://github.com/numba/numba/pull/7712>`_: Fixing issue 7693 (`Graham Markall <https://github.com/gmarkall>`_ `luk-f-a <https://github.com/luk-f-a>`_ `stuartarchibald <https://github.com/stuartarchibald>`_)

* PR `#7729 <https://github.com/numba/numba/pull/7729>`_: Handle Omitted/OmittedArgDataModel in DI generation. (`stuartarchibald <https://github.com/stuartarchibald>`_)

* PR `#7788 <https://github.com/numba/numba/pull/7788>`_: Avoid issue with DI gen for arrayexprs. (`stuartarchibald <https://github.com/stuartarchibald>`_)

* PR `#7752 <https://github.com/numba/numba/pull/7752>`_: Fix #7751: Use original filename for array exprs (`Graham Markall <https://github.com/gmarkall>`_)

* PR `#7748 <https://github.com/numba/numba/pull/7748>`_: Fix #7713: Ensure _prng_random_hash return has correct bitwidth (`Graham Markall <https://github.com/gmarkall>`_)

* PR `#7745 <https://github.com/numba/numba/pull/7745>`_: Fix the release year for Numba 0.55 change log entry. (`stuartarchibald <https://github.com/stuartarchibald>`_)

* PR `#7740 <https://github.com/numba/numba/pull/7740>`_: CUDA Python 11.6 support (`Graham Markall <https://github.com/gmarkall>`_)

* PR `#7724 <https://github.com/numba/numba/pull/7724>`_: Update URLs in error messages to refer to RTD docs. (`stuartarchibald <https://github.com/stuartarchibald>`_)

* PR `#7709 <https://github.com/numba/numba/pull/7709>`_: CUDA: Fixes missing type annotation pass following #7704 (`stuartarchibald <https://github.com/stuartarchibald>`_)

* PR `#7704 <https://github.com/numba/numba/pull/7704>`_: Move the type annotation pass to post legalization. (`stuartarchibald <https://github.com/stuartarchibald>`_)

* PR `#7619 <https://github.com/numba/numba/pull/7619>`_: CUDA: Fix linking with PTX when compiling lazily (`Graham Markall <https://github.com/gmarkall>`_)

Authors:

* `Graham Markall <https://github.com/gmarkall>`_

* `luk-f-a <https://github.com/luk-f-a>`_

* `stuartarchibald <https://github.com/stuartarchibald>`_

Version 0.55.0 (13 January, 2022)

---------------------------------

This release includes a significant number important dependency upgrades along

with a number of new features and bug fixes.

NOTE: Due to NumPy CVE-2021-33430 this release has bypassed the usual release

process so as to promptly provide a Numba release that supports NumPy 1.21. A

single release candidate (RC1) was made and a few issues were reported, these

are summarised as follows and will be fixed in a subsequent 0.55.1 release.

Known issues with this release:

* Incorrect result copying array-typed field of structured array (`#7693 <https://github.com/numba/numba/pull/7693>`_)

* Two issues in DebugInfo generation (`#7726 <https://github.com/numba/numba/pull/7726>`_, `#7730 <https://github.com/numba/numba/pull/7730>`_)

* Compilation failure for ``hash`` of floating point values on 32 bit Windows

when using Python 3.10 (`#7713 <https://github.com/numba/numba/pull/7713>`_).

Highlights of core dependency upgrades:

* Support for Python 3.10

* Support for NumPy 1.21

Python language support enhancements:

* Experimental support for ``isinstance``.

NumPy features/enhancements:

The following functions are now supported:

* ``np.broadcast_to``

* ``np.float_power``

* ``np.cbrt``

* ``np.logspace``

* ``np.take_along_axis``

* ``np.average``

* ``np.argmin`` gains support for the ``axis`` kwarg.

* ``np.ndarray.astype`` gains support for types expressed as literal strings.

Highlights of core changes:

* For users of the Numba extension API, Numba now has a new error handling mode

whereby it will treat all exceptions that do not inherit from

``numba.errors.NumbaException`` as a "hard error" and immediately unwind the

stack. This makes it much easier to debug when writing ``@overload``\s etc

from the extension API as there's now no confusion between Python errors and

Numba errors. This feature can be enabled by setting the environment

variable: ``NUMBA_CAPTURED_ERRORS='new_style'``.

* The threading layer selection priority can now be changed via the environment

variable ``NUMBA_THREADING_LAYER_PRIORITY``.

Highlights of changes for the CUDA target:

* Support for NVIDIA's CUDA Python bindings.

* Support for 16-bit floating point numbers and their basic operations via

intrinsics.

* Streams are provided in the ``Stream.async_done`` result, making it easier to