在R中定义一个矩阵,并将其传递给C ++ [英] Define a matrix in R and pass it to C++
问题描述
我有一个在R中定义的矩阵。我需要将这个矩阵传递给一个c ++函数,并在C ++中执行操作。
示例:在R中,定义一个矩阵,
I have a matrix defined in R. I need to pass this matrix to a c++ function and do operations in C++. Example: In R, define a matrix,
A <- matrix(c(9,3,1,6),2,2,byrow=T)
PROTECT( A = AS_NUMERIC(A) );
double* p_A = NUMERIC_POINTER(A);
我需要传递这个矩阵到一个C ++函数,其中变量'data'类型 vector< vector< double>>
将用矩阵A初始化。
I need to pass this matrix to a C++ function where variable 'data' of type vector<vector<double>>
will be initialized with the matrix A.
做这个。
推荐答案
如同Paul一样,我可以用更复杂的方式思考,说,我建议使用 Rcpp
东西。但它也取决于你想要的向量< vector< double> >
表示。假设你想存储列,你可以这样处理你的矩阵:
As Paul said, I would recommend using Rcpp
for that kind of things. But it also depends what you want your vector< vector<double> >
to mean. Assuming you want to store columns, you might process your matrix like this:
require(Rcpp)
require(inline)
fx <- cxxfunction( signature( x_ = "matrix" ), '
NumericMatrix x(x_) ;
int nr = x.nrow(), nc = x.ncol() ;
std::vector< std::vector<double> > vec( nc ) ;
for( int i=0; i<nc; i++){
NumericMatrix::Column col = x(_,i) ;
vec[i].assign( col.begin() , col.end() ) ;
}
// now do whatever with it
// for show here is how Rcpp::wrap can wrap vector<vector<> >
// back to R as a list of numeric vectors
return wrap( vec ) ;
', plugin = "Rcpp" )
fx( A )
# [[1]]
# [1] 9 1
#
# [[2]]
# [1] 3 6
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