I have a project mixing Python, Cython and C arranged like so:
root
|- src
|- foo
foo.c
|- name
name.pxd
name.pyx
|- include
|- foo
foo.h
setup.py
with very simple contents:
foo.h:
void add(int, double *, double *, double *);
foo.c:
#include "foo/foo.h"
void add(int N, double * A, double * B, double * C) {
for (int i = 0; i < N; i++) C[i] = A[i]+B[i];
}
name.pxd:
cdef extern from "foo/foo.h":
void add(int, double *, double *, double *)
name.pyx:
import numpy as np
cimport numpy as np
cpdef cython_add(np.ndarray[np.double_t, ndim=1] A,
np.ndarray[np.double_t, ndim=1] B):
cdef int N = min(A.shape[0], B.shape[0])
cdef np.ndarray C = np.ndarray([N],dtype=np.double)
add(N, <double*> A.data, <double*> B.data, <double*> C.data)
return C
setup.py:
from distutils.core import setup
from Cython.Build import cythonize
setup(
ext_modules = cythonize("name/*.pyx", sources=["src/foo/foo.c"])
)
And compile with the following command:
CFLAGS="-I/path/to/root/include" python setup.py build_ext -i
Which compiles fine, except when I try import name
in the python interpreter I get the following:
ImportError: dlopen(./name.so, 2): Symbol not found: _add
Referenced from: ./name.so
Expected in: dynamic lookup
which I assume means that even though everything compiled, Cython is not actually linking the right files together. What am I missing?
Turns out I had to change two things. I forgot to tell name.pyx
to import name.pxd
. So I had to add this line to the top of name.pyx
:
from name cimport add
It also worked when I included distutils
header information in name.pyx
itself, so put these lines at the very top of name.pyx
:
#distutils: language = c
#distutils: sources = src/foo/foo.c
And changed setup.py
like so:
from distutils.core import setup
from distutils.extension import Extension
from Cython.Build import cythonize
from numpy import get_include
extensions = [
Extension("name", ["name/name.pyx"],
include_dirs = ["include", get_include()])
]
setup(
name = "name",
ext_modules = cythonize(extensions)
)
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