pxd files¶
In addition to the .pyx
source files, Cython uses .pxd
files
which work like C header files – they contain Cython declarations
(and sometimes code sections) which are only meant for inclusion by
Cython modules. A pxd
file is imported into a pyx
module by
using the cimport
keyword.
pxd
files have many use-cases:
They can be used for sharing external C declarations.
They can contain functions which are well suited for inlining by the C compiler. Such functions should be marked
inline
, example:cdef inline int int_min(int a, int b): return b if b < a else a
When accompanying an equally named
pyx
file, they provide a Cython interface to the Cython module so that other Cython modules can communicate with it using a more efficient protocol than the Python one.
In our integration example, we might break it up into pxd
files like this:
Add a
cmath.pxd
function which defines the C functions available from the Cmath.h
header file, likesin
. Then one would simply dofrom cmath cimport sin
inintegrate.pyx
.Add a
integrate.pxd
so that other modules written in Cython can define fast custom functions to integrate:cdef class Function: cpdef evaluate(self, double x) cpdef integrate(Function f, double a, double b, int N)
Note that if you have a cdef class with attributes, the attributes must be declared in the class declaration
pxd
file (if you use one), not thepyx
file. The compiler will tell you about this.
__init__.pxd¶
Cython also supports __init__.pxd
files for declarations in package’s
namespaces, similar to __init__.py
files in Python.
Continuing the integration example, we could package the module as follows:
Place the module files in a directory tree as one usually would for Python:
CyIntegration/ ├── __init__.pyx ├── __init__.pxd ├── integrate.pyx └── integrate.pxd
In
__init__.pxd
, usecimport
for any declarations that one would want to be available from the package’s main namespace:from CyIntegration cimport integrate
Other modules would then be able to use
cimport
on the package in order to recursively gain faster, Cython access to the entire package and the data declared in its modules:cimport CyIntegration cpdef do_integration(CyIntegration.integrate.Function f): return CyIntegration.integrate.integrate(f, 0., 2., 1)