Welcome to OGeek Q&A Community for programmer and developer-Open, Learning and Share
Welcome To Ask or Share your Answers For Others

Categories

0 votes
1.1k views
in Technique[技术] by (71.8m points)

r - vectorized exponent for pow in Rcpp

Rcpp allows to vectorize some operations, which is great. But for pow only the base number can be a vector, not the exponent. Typically, on compilation:

#include <Rcpp.h>
using namespace Rcpp;
// [[Rcpp::export]]
NumericVector puissancedCpp(NumericVector base, double exp){
    return pow(base,exp);
}

works but not:

#include <Rcpp.h>
using namespace Rcpp;
// [[Rcpp::export]]
NumericVector puissancedCpp(NumericVector base, NumericVector exp){
    return pow(base,exp);
}

What would be the recommended way to perform what in R would be:

c(0,1,2,3)^c(4,3,2,1) 

in the middle of other things done in C?

See Question&Answers more detail:os

与恶龙缠斗过久,自身亦成为恶龙;凝视深渊过久,深渊将回以凝视…
Welcome To Ask or Share your Answers For Others

1 Reply

0 votes
by (71.8m points)

An alternative if you for some reason can't use C++11

#include <Rcpp.h>

using namespace Rcpp;  

// [[Rcpp::export]]
NumericVector vecpow(const NumericVector base, const NumericVector exp) {
  NumericVector out(base.size());
  std::transform(base.begin(), base.end(),
                 exp.begin(), out.begin(), ::pow);
  return out;
}

/*** R
vecpow(c(0:3), c(4:1))
***/

which produces

R> Rcpp::sourceCpp("vecpow.cpp")

R> vecpow(c(0:3), c(4:1))
[1] 0 1 4 3
R> 

与恶龙缠斗过久,自身亦成为恶龙;凝视深渊过久,深渊将回以凝视…
OGeek|极客中国-欢迎来到极客的世界,一个免费开放的程序员编程交流平台!开放,进步,分享!让技术改变生活,让极客改变未来! Welcome to OGeek Q&A Community for programmer and developer-Open, Learning and Share
Click Here to Ask a Question

...