Next: Calling Other Functions in Mex-Files, Previous: Structures with Mex-Files, Up: Mex-Files

#### A.2.6 Sparse Matrices with Mex-Files

The Octave format for sparse matrices is identical to the mex format in that it is a compressed column sparse format. Also in both, sparse matrices are required to be two-dimensional. The only difference is that the real and imaginary parts of the matrix are stored separately.

The mex-file interface, as well as using `mxGetM`, `mxGetN`, `mxSetM`, `mxSetN`, `mxGetPr`, `mxGetPi`, `mxSetPr` and `mxSetPi`, the mex-file interface supplies the functions

         mwIndex *mxGetIr (const mxArray *ptr);
         mwIndex *mxGetJc (const mxArray *ptr);
         mwSize mxGetNzmax (const mxArray *ptr);

         void mxSetIr (mxArray *ptr, mwIndex *ir);
         void mxSetJc (mxArray *ptr, mwIndex *jc);
         void mxSetNzmax (mxArray *ptr, mwSize nzmax);

`mxGetNzmax` gets the maximum number of elements that can be stored in the sparse matrix. This is not necessarily the number of non-zero elements in the sparse matrix. `mxGetJc` returns an array with one additional value than the number of columns in the sparse matrix. The difference between consecutive values of the array returned by `mxGetJc` define the number of non-zero elements in each column of the sparse matrix. Therefore

         mwSize nz, n;
         mwIndex *Jc;
         mxArray *m;
         ...
         n = mxGetN (m);
         Jc = mxGetJc (m);
         nz = Jc[n];

returns the actual number of non-zero elements stored in the matrix in `nz`. As the arrays returned by `mxGetPr` and `mxGetPi` only contain the non-zero values of the matrix, we also need a pointer to the rows of the non-zero elements, and this is given by `mxGetIr`. A complete example of the use of sparse matrices in mex-files is given by the file `mysparse.c` as seen below

         #include "mex.h"

         void
         mexFunction (int nlhs, mxArray *plhs[], int nrhs,
                      const mxArray *prhs[])
         {
           mwSize n, m, nz;
           mxArray *v;
           mwIndex i;
           double *pr, *pi;
           double *pr2, *pi2;
           mwIndex *ir, *jc;
           mwIndex *ir2, *jc2;

           if (nrhs != 1 || ! mxIsSparse (prhs[0]))
             mexErrMsgTxt ("expects sparse matrix");

           m = mxGetM (prhs [0]);
           n = mxGetN (prhs [0]);
           nz = mxGetNzmax (prhs [0]);

           if (mxIsComplex (prhs[0]))
             {
               mexPrintf ("Matrix is %d-by-%d complex",
                          " sparse matrix", m, n);
               mexPrintf (" with %d elements\n", nz);

               pr = mxGetPr (prhs[0]);
               pi = mxGetPi (prhs[0]);
               ir = mxGetIr (prhs[0]);
               jc = mxGetJc (prhs[0]);

               i = n;
               while (jc[i] == jc[i-1] && i != 0) i--;
               mexPrintf ("last non-zero element (%d, %d) =",
                          ir[nz-1]+ 1, i);
               mexPrintf (" (%g, %g)\n", pr[nz-1], pi[nz-1]);

               v = mxCreateSparse (m, n, nz, mxCOMPLEX);
               pr2 = mxGetPr (v);
               pi2 = mxGetPi (v);
               ir2 = mxGetIr (v);
               jc2 = mxGetJc (v);

               for (i = 0; i < nz; i++)
                 {
                   pr2[i] = 2 * pr[i];
                   pi2[i] = 2 * pi[i];
                   ir2[i] = ir[i];
                 }
               for (i = 0; i < n + 1; i++)
                 jc2[i] = jc[i];

               if (nlhs > 0)
                 plhs[0] = v;
             }
           else if (mxIsLogical (prhs[0]))
             {
               bool *pbr, *pbr2;
               mexPrintf ("Matrix is %d-by-%d logical",
                          " sparse matrix", m, n);
               mexPrintf (" with %d elements\n", nz);

               pbr = mxGetLogicals (prhs[0]);
               ir = mxGetIr (prhs[0]);
               jc = mxGetJc (prhs[0]);

               i = n;
               while (jc[i] == jc[i-1] && i != 0) i--;
               mexPrintf ("last non-zero element (%d, %d) = %d\n",
                          ir[nz-1]+ 1, i, pbr[nz-1]);

               v = mxCreateSparseLogicalMatrix (m, n, nz);
               pbr2 = mxGetLogicals (v);
               ir2 = mxGetIr (v);
               jc2 = mxGetJc (v);

               for (i = 0; i < nz; i++)
                 {
                   pbr2[i] = pbr[i];
                   ir2[i] = ir[i];
                 }
               for (i = 0; i < n + 1; i++)
                 jc2[i] = jc[i];

               if (nlhs > 0)
                 plhs[0] = v;
             }
           else
             {
               mexPrintf ("Matrix is %d-by-%d real",
                          " sparse matrix", m, n);
               mexPrintf (" with %d elements\n", nz);

               pr = mxGetPr (prhs[0]);
               ir = mxGetIr (prhs[0]);
               jc = mxGetJc (prhs[0]);

               i = n;
               while (jc[i] == jc[i-1] && i != 0) i--;
               mexPrintf ("last non-zero element (%d, %d) = %g\n",
                         ir[nz-1]+ 1, i, pr[nz-1]);

               v = mxCreateSparse (m, n, nz, mxREAL);
               pr2 = mxGetPr (v);
               ir2 = mxGetIr (v);
               jc2 = mxGetJc (v);

               for (i = 0; i < nz; i++)
                 {
                   pr2[i] = 2 * pr[i];
                   ir2[i] = ir[i];
                 }
               for (i = 0; i < n + 1; i++)
                 jc2[i] = jc[i];

               if (nlhs > 0)
                 plhs[0] = v;
             }
         }