how to erase a row / column?
A novice question as I learn the Rcpp classes / data structures: Is there a member function to erase a row / column for an object of class Rcpp::NumericMatrix
? (Or other types of type **Matrix
-- I'm assuming it's a template class)?
library(Rcpp)
cppFunction('
NumericMatrix sub1 {NumericMatrix x, int& rowID, int& colID) {
// let's assume separate functions for rowID or colID
// but for the example case here
x.row(rowID).erase(); // ??? does this type of member function exist?
x.col(colID).erase(); // ???
return x;
}')
If this type of member function doesn't exist, how about this?
cppFunction('NumericMatrix row_erase (NumericMatrix& x, int& rowID) {
// a similar function would exist for removing a column.
NumericMatrix x2(Dimension(x.nrow()-1, x.ncol());
int iter = 0; // possibly make this a pointer?
for (int i = 0; i < x.nrow(); i++) {
if (i != rowID) {
x2.row(iter) = x.row(i);
iter++;
}
}
return x2;
}')
Or perhaps we wish to remove a set of rows/columns:
cppFunction('NumericMatrix row_erase (NumericMatrix& x, IntegerVector& rowID) {
// a similar function would exist for removing a column.
rowID = rowID.sort();
NumericMatrix x2(Dimension(x.nrow()- rowID.size(), x.ncol());
int iter = 0; // possibly make this a pointer?
int del = 1; // to count deleted elements
for (int i = 0; i < x.nrow(); i++) {
if (i != rowID[del - 1])
x2.row(iter) = x.row(i);
iter++;
} else {
del++;
}
}
return x2;
}')
How about using RcppArmadillo? I think the intention of the code would be much clearer...
#include <RcppArmadillo.h>
// [[Rcpp::depends(RcppArmadillo)]]
using namespace arma;
// [[Rcpp::export]]
mat sub1( mat x, uword e) {
x.shed_col(e-1);
x.shed_row(e-1);
return x;
}
/*** R
sub1( matrix(1:9,3), 2 )
*/
> sub1( matrix(1:9,3), 2 )
[,1] [,2]
[1,] 1 7
[2,] 3 9
Yes, both of these do work (fixing my typos above). I got a conversion error trying to replace int iter
with Rcpp::NumericMatrix::iterator iter
though. Any fix for this?
Note that we do not need the row_erase(NumericMatrix& x, int& ref)
since this is a special case of row_erase(NumericMatrix& x, IntegerVector& ref)
.
NumericMatrix row_erase (NumericMatrix& x, IntegerVector& rowID) {
rowID = rowID.sort();
NumericMatrix x2(Dimension(x.nrow()- rowID.size(), x.ncol()));
int iter = 0;
int del = 1; // to count deleted elements
for (int i = 0; i < x.nrow(); i++) {
if (i != rowID[del - 1]) {
x2.row(iter) = x.row(i);
iter++;
} else {
del++;
}
}
return x2;
}
NumericMatrix col_erase (NumericMatrix& x, IntegerVector& colID) {
colID = colID.sort();
NumericMatrix x2(Dimension(x.nrow(), x.ncol()- colID.size()));
int iter = 0;
int del = 1;
for (int i = 0; i < x.ncol(); i++) {
if (i != colID[del - 1]) {
x2.col(iter) = x.column(i);
iter++;
} else {
del++;
}
}
return x2;
}
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