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example.C File Reference

Detailed Description

View in nbviewer Open in SWAN Simple example on how to use ROOT-R interface.

#include "TMath.h"
#include "Math/PdfFunc.h"
#include "TMatrixD.h"
#include "TError.h"
#include <array>
#include <vector>
#include "TRInterface.h"
void example() {
// print R version
// compute standard deviation of 1000 vector normal numbers
double std_dev_r = r.Eval("sd(rnorm(10000))");
std::vector<double> v = r.Eval("rnorm(10000)");
double std_dev_root = TMath::StdDev(v.begin(),v.end());
std::cout << "standard deviation from R = " << std_dev_r << std::endl;
std::cout << "standard deviation from ROOT = " << std_dev_root << std::endl;
if (!TMath::AreEqualAbs(std_dev_r,std_dev_root,0.1))
Error("ROOT-R-Example","Different std-dev found");
// use << to execute the R command instead of Execute
r << "mat<-matrix(c(1,2,3,4,5,6),2,3,byrow=TRUE)";
TMatrixD m = r["mat"];
std::array<double,6> a = r.Eval("seq(1:6)");
TMatrixD m2(2,3,a.data());
if (!(m==m2)) {
Error("ROOT-R-Example","Different matrix found");
// example on how to pass ROOT objects to R
std::vector<double> v_root{1,2,3,4,5,6,7,8};
r["v"] = v_root;
r << "v2<-seq(1:8)";
bool isEqual = r.Eval("prod(v==v2)");
if (!isEqual) {
Error("ROOT-R-Example","Different vector created");
r << "print(v)";
r << "print(v2)";
// example on how to pass functions to R
r["gaus_pdf"] = ROOT::Math::normal_pdf;
r << "y<-gaus_pdf(0,1,1)";
double value_r = r["y"];
double value_root = ROOT::Math::normal_pdf(0,1,1);
std::cout << "Function gaussian(0,1,1) evaluated in R = " << value_r << std::endl;
std::cout << "Function gaussian(0,1,1) evaluated in ROOT = " << value_root << std::endl;
if (value_r != value_root)
Error("ROOT-R-Example","Different function value found in r = %f and ROOT = %f", value_r, value_root);
ROOT::R::TRInterface & r
Definition Object.C:4
#define a(i)
Definition RSha256.hxx:99
void Error(const char *location, const char *msgfmt,...)
Use this function in case an error occurred.
Definition TError.cxx:187
ROOT R was implemented using the R Project library and the modules Rcpp and RInside
void Execute(const TString &code)
Method to eval R code.
static TRInterface & Instance()
static method to get an TRInterface instance reference
Int_t Eval(const TString &code, TRObject &ans)
Method to eval R code and you get the result in a reference to TRObject.
double normal_pdf(double x, double sigma=1, double x0=0)
Probability density function of the normal (Gaussian) distribution.
Bool_t AreEqualAbs(Double_t af, Double_t bf, Double_t epsilon)
Definition TMath.h:424
Double_t StdDev(Long64_t n, const T *a, const Double_t *w=0)
Definition TMath.h:530
auto * m
Definition textangle.C:8

Definition in file example.C.