Note: this is for early adopters. It has been tested on Linux and macOS, and with Python 3.9-3.12. Windows will be tested soon. There is one CI job to keep the build stable. This may have rough edges, please open an issue if you run into a problem.
Install build tools: Use one of:
-
mamba env create -f environment.yml && mamba activate numpy-dev
-
python -m pip install -r requirements/build_requirements.txt
Note: also make sure you havepkg-config
and the usual system dependencies for NumPy
Then install spin:
python -m pip install spin
Compile and install: spin build
This builds in the build/
directory, and installs into the build-install
directory.
Then run the test suite or a shell via spin
:
spin test
spin ipython
Alternatively, to use the package, add it to your PYTHONPATH
:
export PYTHONPATH=${PWD}/build/lib64/python3.10/site-packages # may vary
pytest --pyargs numpy
Note that pip
will use the default build system, which is now Meson.
Commands such as pip install .
or pip install --no-build-isolation .
will work as expected, as does building an sdist or wheel with python -m build
,
or pip install -e . --no-build-isolation
for an editable install.
For a more complete developer experience than editable installs, consider using
spin
instead though (see above).
- Fedora does not distribute
openblas.pc
. Install the following file in~/lib/pkgconfig/openblas.pc
:
prefix=/usr
includedir=${prefix}/include
libdir=${prefix}/lib64
Name: openblas
Description: OpenBLAS is an optimized BLAS library based on GotoBLAS2 1.13 BSD version
Version: 0.3.19
Cflags: -I${includedir}/openblas
Libs: -L${libdir} -lopenblas
Then build with:
spin build -- -Dpkg_config_path=${HOME}/lib/pkgconfig