How to export Rcpp Class method with default arguments - r

Question

I have a c++ class myClass which has a method foo(int x=0) and it has a parameter x with default value = 0. The c++ class could be exported to R by
RCPP_MODULE(my_module) {
class_< myClass >( "myClass" )
.constructor()
.method( "foo", &myClass::foo )
;
}
However, in R, I am not able to call myClass$foo without specifying the value of x.
I have to specify the value of x regardless the default value.
So my question is how to export Rcpp class method with default arguments. I tried to search it over the internet. The closest thing that I found was
using namespace Rcpp;
double norm( double x, double y ) { return sqrt( x*x + y*y );
}
RCPP_MODULE(mod_formals2) {
function("norm", &norm,
}
But it doesn't work in my case.

Answer 1

I had the same problem recently. After looking at the source file of rcpp handling the classes (~/R/x86_64-pc-linux-gnu-library/3.2/Rcpp/include/Rcpp/module/class.h in my setup) I don't think that it is currently possible.
The best workaround I came up with was to create a wrapper in R to handle the default arguments.
Here is a full example demonstrating how to do it. I defined a simple function that accepts 3 arguments and outputs their sum. The second and third arguments are optional and set by default to 10 and 100.
mwe.cpp
#include <Rcpp.h>
class MWE {
public:
int sum_them(int mandatory_arg,
int optional_arg1,
int optional_arg2)
{
return (mandatory_arg+optional_arg1+optional_arg2);
}
};
RCPP_MODULE(mod_mwe) {
Rcpp::class_<MWE>( "MWE" )
.constructor()
.method("sum_them", &MWE::sum_them)
;
}
mwe.R
require('Rcpp')
# source the C++ code
sourceCpp('mwe.cpp')
# create an instance of the class:
my_mwe = new(MWE)
# assign a wrapper with default arguments to the instance:
assign('sum_them_wrapper',
function(mandatory_arg,
optional_arg1=10,
optional_arg2=100) {
return(my_mwe$sum_them(mandatory_arg, optional_arg1, optional_arg2))
},
envir = my_mwe
)
This outputs the expected result:
> my_mwe$sum_them_wrapper(3, optional_arg2=500)
[1] 513