Cython Hello World As Cython can accept almost any valid python source file, one of the hardest things in getting started is just figuring out how to compile your extension.
Cython improves the use of C-based third-party number-crunching libraries like NumPy. Because Cython code compiles to C, it can interact with those libraries directly, and take Python's bottlenecks out of the loop. But NumPy, in particular, works well with Cython.
I've done this myself now, in a Python package simplerandom
(BitBucket repo - EDIT: now github) (I don't expect this to be a popular package, but it was a good chance to learn Cython).
This method relies on the fact that building a .pyx
file with Cython.Distutils.build_ext
(at least with Cython version 0.14) always seems to create a .c
file in the same directory as the source .pyx
file.
Here is a cut-down version of setup.py
which I hope shows the essentials:
from distutils.core import setup
from distutils.extension import Extension
try:
from Cython.Distutils import build_ext
except ImportError:
use_cython = False
else:
use_cython = True
cmdclass = {}
ext_modules = []
if use_cython:
ext_modules += [
Extension("mypackage.mycythonmodule", ["cython/mycythonmodule.pyx"]),
]
cmdclass.update({'build_ext': build_ext})
else:
ext_modules += [
Extension("mypackage.mycythonmodule", ["cython/mycythonmodule.c"]),
]
setup(
name='mypackage',
...
cmdclass=cmdclass,
ext_modules=ext_modules,
...
)
I also edited MANIFEST.in
to ensure that mycythonmodule.c
is included in a source distribution (a source distribution that is created with python setup.py sdist
):
...
recursive-include cython *
...
I don't commit mycythonmodule.c
to version control 'trunk' (or 'default' for Mercurial). When I make a release, I need to remember to do a python setup.py build_ext
first, to ensure that mycythonmodule.c
is present and up-to-date for the source code distribution. I also make a release branch, and commit the C file into the branch. That way I have a historical record of the C file that was distributed with that release.
Adding to Craig McQueen's answer: see below for how to override the sdist
command to have Cython automatically compile your source files before creating a source distribution.
That way your run no risk of accidentally distributing outdated C
sources. It also helps in the case where you have limited control over the distribution process e.g. when automatically creating distributions from continuous integration etc.
from distutils.command.sdist import sdist as _sdist
...
class sdist(_sdist):
def run(self):
# Make sure the compiled Cython files in the distribution are up-to-date
from Cython.Build import cythonize
cythonize(['cython/mycythonmodule.pyx'])
_sdist.run(self)
cmdclass['sdist'] = sdist
http://docs.cython.org/en/latest/src/userguide/source_files_and_compilation.html#distributing-cython-modules
It is strongly recommended that you distribute the generated .c files as well as your Cython sources, so that users can install your module without needing to have Cython available.
It is also recommended that Cython compilation not be enabled by default in the version you distribute. Even if the user has Cython installed, he probably doesn’t want to use it just to install your module. Also, the version he has may not be the same one you used, and may not compile your sources correctly.
This simply means that the setup.py file that you ship with will just be a normal distutils file on the generated .c files, for the basic example we would have instead:
from distutils.core import setup from distutils.extension import Extension setup( ext_modules = [Extension("example", ["example.c"])] )
The easiest is to include both but just use the c-file? Including the .pyx file is nice, but it's not needed once you have the .c file anyway. People who want to recompile the .pyx can install Pyrex and do it manually.
Otherwise you need to have a custom build_ext command for distutils that builds the C file first. Cython already includes one. http://docs.cython.org/src/userguide/source_files_and_compilation.html
What that documentation doesn't do is say how to make this conditional, but
try:
from Cython.distutils import build_ext
except ImportError:
from distutils.command import build_ext
Should handle it.
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