I'm trying to make a wrapper for some C-based sparse-matrix-handling code (see previous question). In order to call the workhorse C function, I need to create a structure that looks like this:
struct smat {
long rows;
long cols;
long vals; /* Total non-zero entries. */
long *pointr; /* For each col (plus 1), index of first non-zero entry. */
long *rowind; /* For each nz entry, the row index. */
double *value; /* For each nz entry, the value. */
};
These correspond nicely to the slots in a dgCMatrix
sparse matrix. So ideally I'd just point to the internal arrays in the dgCMatrix
(after verifying that the C function won't twiddle with the data [which I haven't done yet]).
For *value
, it looks like I'll be able to use REALSXP
or something to get a double[]
as desired. But for *pointr
and *rowind
, I'm not sure the best way to get at an appropriate array. Will I need to loop through the entries and copy them to new arrays, casting as I go? Or can Rcpp
provide some sugar here? This is the first time I've really used Rcpp much and I'm not well-versed in it yet.
Thanks.
Edit: I'm also having some linking trouble that I don't understand:
Error in dyn.load(libLFile) :
unable to load shared object '/var/folders/TL/TL+wXnanH5uhWm4RtUrrjE+++TM/-Tmp-//RtmpAA9upc/file2d4606aa.so':
dlopen(/var/folders/TL/TL+wXnanH5uhWm4RtUrrjE+++TM/-Tmp-//RtmpAA9upc/file2d4606aa.so, 6): Symbol not found: __Z8svdLAS2AP4smatl
Referenced from: /var/folders/TL/TL+wXnanH5uhWm4RtUrrjE+++TM/-Tmp-//RtmpAA9upc/file2d4606aa.so
Expected in: flat namespace
in /var/folders/TL/TL+wXnanH5uhWm4RtUrrjE+++TM/-Tmp-//RtmpAA9upc/file2d4606aa.so
Do I need to be creating my library with some special compilation flags?
Edit 2: it looks like my libargs
parameter has no effect, so libsvd
symbols never make it into the library. I can find no way to include libraries using cxxfunction()
- here's what I'd tried, but the extra parameters (wishful-thinkingly-borrowed from cfunction()
) are silently gobbled up:
fn <- cxxfunction(sig=c(nrow="integer", mi="long", mp="long", mx="numeric"),
body=code,
includes="#include <svdlib.h>\n",
cppargs="-I/Users/u0048513/Downloads/SVDLIBC",
libargs="-L/Users/u0048513/Downloads/SVDLIBC -lsvd",
plugin="Rcpp",
verbose=TRUE)
I feel like I'm going about this whole process wrong, since nothing's working. Anyone kick me in the right direction?