Reputation: 1210
I am passing an array (matrix) from Ruby to a C function. At the moment I am using the following code
VALUE matmat_mul(VALUE self, VALUE matrixA, VALUE matrixB)
{
int rowsA = RARRAY_LEN(matrixA);
VALUE firstElement = rb_ary_entry(matrixA, 0);
int colsA = RARRAY_LEN(firstElement);
int rowsB = RARRAY_LEN(matrixB);
firstElement = rb_ary_entry(matrixB, 0);
int colsB = RARRAY_LEN(firstElement);
int i,j;
double *matA = (double *)malloc(rowsA * colsA * sizeof(double));
double *matB = (double *)malloc(rowsB * colsB * sizeof(double));
VALUE rowA;
for (i=0; i<rowsA; i++)
{
rowA = rb_ary_entry(matrixA, i);
for (j=0; j<colsA; j++)
{
matA[i * colsA + j] = NUM2DBL(rb_ary_entry( rowA, j));
}
}
// same for matrix B
....
....
// Perform operation C = A x B
VALUE matrixC = rb_ary_new2(rowsC);
VALUE rowC;
for (i=0; i<rowsC; i++) {
rowC = rb_ary_new2(colsC);
for (j=0; j<colsC; j++) {
rb_ary_store(rowC, j, DBL2NUM(matC[i * colsC + j]));
}
rb_ary_store(matrixC, i, rowC);
}
return matrixC
}
Is there a better/quicker way to convert a Ruby array to a C array and viceversa?
Upvotes: 2
Views: 792
Reputation: 27207
No there is not a quicker way to convert Ruby Array
to a C structure. That's because the Ruby Array
could contain a mixture of any other kind of Ruby object, many of which could not be converted to a C double
There is another option though - NArray. This is a very efficient way of dealing with numerical multi-dimensional arrays in Ruby. There is a lot less procedure converting from an NArray to C, but it is entirely different way of doing things.
Some of it is a little complex. In summary . . .
Original version of this was from fftw3 gem (I have simplified a little):
require "mkmf"
require "narray"
narray_dir = File.dirname(Gem.find_files("narray.h").first) rescue $sitearchdir
dir_config('narray', narray_dir, narray_dir)
if ( ! ( have_header("narray.h") && have_header("narray_config.h") ) )
puts "Header narray.h or narray_config.h is not found."
exit(-1)
end
create_makefile( 'my_lib_name/my_lib_name' )
Here's an example instance method that can access the NArray
VALUE example_narray_param( VALUE self, VALUE rv_narray ) {
// Cast the input to the data type you want - here 32-bit ints
volatile VALUE new_narray = na_cast_object(rv_narray, NA_LINT);
// NARRAY is the C struct interface to NArray data
struct NARRAY *na_items;
// This macro is NArray's equivalent of NUM2DBL, pointing na_items
// at the data
GetNArray( new_narray, na_items );
// row now points natively to the data
int * row = (int*) na_items->ptr;
For multi-dimensional arrays like your matrix, NArray uses a single pointer with multiplier offsets, similar to your matA[i * colsA + j]
- going into full detail on this would be too long, but hopefully this is enough of a start to help you decide if this is the right solution for you.
I actually use this approach a lot in some personal projects. They are MIT licensed, so feel free to look through them and copy or re-use anything. This neural network layer class might contain some useful reference code.
Upvotes: 3