I'm trying to create something similar to numpy to learn how ctypes work and I ran into a problem with passing a pointer to a "Matrix" struct to some functions.
The output of calling print_matrix would always be some random integer and then a few spaces.
I'm using Python 3.7.5 and the C code was compiled using: gcc -shared -o libarray.so -fPIC array.c
C Code:
typedef struct Matrix {
int *arr;
int *shape;
int dims;
} Matrix;
void print_matrix(Matrix *Mat) {
int num = 1;
for (int i = 0; i < Mat -> dims; i++) {num *= Mat -> shape[i];}
for (int i = 0; i < num; i++) {
printf("%d ", Mat -> arr[i]);
if (Mat -> dims >= 2) {
if (((i + 1) % Mat -> shape[0]) == 0) {
printf("\n");
}
}
}
}
Python Code:
import ctypes as cty
class Matrix(cty.Structure):
_fields_ = [("arr", cty.POINTER(cty.c_int)), ("shape", cty.POINTER(cty.c_int)), ("dims", cty.c_int)]
libarray = cty.CDLL("./libarray.so")
print_matrix = libarray.print_matrix
print_matrix.restype = None
print_matrix.argtypes = [Matrix]
mat = Matrix((cty.c_int * 4)(*[1, 2, 3, 4]), (cty.c_int * 2)(*[2, 2]), cty.c_int(2))
print_matrix(mat)
I know that for this function, I can just pass the Matrix struct directly by change the print_matrix code, but because of some other things in my code, I want to deal mostly with pointers. Sorry for this weird restriction and thanks in advance.
The problem is that in C, you have void print_matrix(Matrix *Mat)
, but in Python, you have print_matrix.argtypes = [Matrix]
. Python is passing a Matrix
, but C is expecting a Matrix *
. It doesn't matter which one you use, but they have to agree.
If you want to pass a Matrix
, then leave your Python code alone and change your C code to this:
#include <stdio.h>
typedef struct Matrix {
int *arr;
int *shape;
int dims;
} Matrix;
void print_matrix(Matrix Mat) {
int num = 1;
for (int i = 0; i < Mat.dims; i++) {num *= Mat.shape[i];}
for (int i = 0; i < num; i++) {
printf("%d ", Mat.arr[i]);
if (Mat.dims >= 2) {
if (((i + 1) % Mat.shape[0]) == 0) {
printf("\n");
}
}
}
}
I changed Matrix *Mat
to Matrix Mat
and ->
to .
.
If you want to pass a Matrix *
, then leave your C code alone and change your Python code to this:
import ctypes as cty
class Matrix(cty.Structure):
_fields_ = [("arr", cty.POINTER(cty.c_int)), ("shape", cty.POINTER(cty.c_int)), ("dims", cty.c_int)]
libarray = cty.CDLL("./libarray.so")
print_matrix = libarray.print_matrix
print_matrix.restype = None
print_matrix.argtypes = [cty.POINTER(Matrix)]
mat = Matrix((cty.c_int * 4)(*[1, 2, 3, 4]), (cty.c_int * 2)(*[2, 2]), cty.c_int(2))
print_matrix(cty.byref(mat))
I changed [Matrix]
to [cty.POINTER(Matrix)]
and mat
to cty.byref(mat)
.
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