[Rcpp-devel] RcppEigen: Getting and setting dimnames of sparse matrix
Douglas Bates
bates at stat.wisc.edu
Sat Jan 19 16:38:19 CET 2013
The Eigen sparse matrix only contains the numeric information, it doesn't
contain information like Dimnames that are specific to the R structure. If
you want to access the slots or set their values it is easiest to do that
with the Rcpp::S4 class object.
Of course it helps to use R's str function first to ensure that you know
what the structure actually is.
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> library(Matrix)
Loading required package: lattice
> library(RcppEigen)
Loading required package: Rcpp
> library(inline)
>
> ugM <- new("dgCMatrix"
+ , i = c(1L, 0L, 2L, 1L)
+ , p = c(0L, 1L, 3L, 4L)
+ , Dim = c(3L, 3L)
+ , Dimnames = list(c("a", "b", "c"), c("a", "b", "c"))
+ , x = c(1, 1, 1, 1)
+ , factors = list())
> ugM
3 x 3 sparse Matrix of class "dgCMatrix"
a b c
a . 1 .
b 1 . 1
c . 1 .
> str(ugM)
Formal class 'dgCMatrix' [package "Matrix"] with 6 slots
..@ i : int [1:4] 1 0 2 1
..@ p : int [1:4] 0 1 3 4
..@ Dim : int [1:2] 3 3
..@ Dimnames:List of 2
.. ..$ : chr [1:3] "a" "b" "c"
.. ..$ : chr [1:3] "a" "b" "c"
..@ x : num [1:4] 1 1 1 1
..@ factors : list()
>
> src <- '
+ typedef Eigen::SparseMatrix<double> SpMat;
+ S4 Xin(XX_);
+ SpMat X(as<SpMat>(XX_));
+ S4 Xout(wrap(X));
+ Xout.slot("Dimnames") = Xin.slot("Dimnames");
+ return(Xout);
+ '
>
> names_ <- cxxfunction(signature(XX_="dsCMatrix"), plugin="RcppEigen",
+ body=src)
>
> names_(ugM)
3 x 3 sparse Matrix of class "dgCMatrix"
a b c
a . 1 .
b 1 . 1
c . 1 .
>
>
> proc.time()
user system elapsed
10.356 0.436 10.859
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