passing matrix as argument to a C function
The data in an R matrix is not stored as double **A, but as double *A: it is just a vector in R, with attributes. There are lots of examples of manipulating R matrixes via .C: one is src/library/stats/src/kmeans.c. The code for crossprod is not at all hard to find: it is in src/main/array.c. However, is just a call to an LAPACK function. The code there for matprod would be more informative.
On Sun, 3 Dec 2006, Christos Hatzis wrote:
Hi,
Although this is not directly an R-related question, it is relevant as I am
trying to port some R code to C to speed things up in a computation.
I am working through my first attempts to generate and link compiled C code
in R. I could make the 'convolve' function to work and similar functions
that take vectors as arguments. In my application I need to pass a couple
of matrices to the C function and could not figure out how to make it work
in C.
As an example, I tried to code first a simple matrix-vector product
function. Here is my code:
void matrix_mult( double **A, double *b, double *ab, int *nrow, int *ncol )
{
int i, j, nr = *nrow, nc = *ncol;
for( i = 0; i < nr; i++ )
{
ab[i] = 0.0;
for( j = 0; j < nc; j++ )
ab[i] += A[i][j] * b[j];
}
}
As I understand, passing the matrix A as (double **) is not standard C and
does not compile (to try things out I am using Microsoft Visual C++ compiler
in Windows XP). I tried to find the C code for crossprod for some hints,
but could not locate it in the R source. But probably this does not use the
.C interface.
Is there a way this can be done with .C? I suspect it will use in some way
the "vector of pointers to row vectors" concept, but I am not familiar
enough in C yet to figure it out. Any hints on how in can be done with
.Call if easier?
Thank you.
-Christos
Christos Hatzis, Ph.D.
Nuvera Biosciences, Inc.
400 West Cummings Park
Suite 5350
Woburn, MA 01801
Tel: 781-938-3830
www.nuverabio.com <http://www.nuverabio.com/>
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