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Wayne.Zhang at barclayscapital.com

2011-Jan-26 22:56 UTC

[Rd] Dealing with R list objects in C/C++

Hi,

I'd like to construct an R list object in C++, fill it with relevant data,
and pass it to an R function which will return a different list object back.  I
have browsed through all the R manuals, and examples under tests/Embedding, but
can't figure out the correct way.  Below is my code snippet:

    #include <Rinternals.h>
// Rf_initEmbeddedR and other setups already performed

    SEXP arg, ret;

    // this actually creates a pairlist.  I can't find any API that creates
a list
PROTECT(arg = allocList(3));

// I want the first element to be type integer, second double, and third a
vector.
    INTEGER(arg)[0]  = 1;            // <- runtime exception: "INTEGER()
can only be applied to a 'integer', not a 'pairlist'
    REAL(arg)[1] = 2.5;               // control never reached here

    VECTOR_PTR(arg)[2] = allocVector(REALSXP, 4);
    REAL(VECTOR_PTR(arg)[2])[0] = 10.0;
    REAL(VECTOR_PTR(arg)[2])[1] = 11.0;
    REAL(VECTOR_PTR(arg)[2])[2] = 12.0;
    REAL(VECTOR_PTR(arg)[2])[3] = 13.0;

    PROTECT(call = lang2(install(entryPoint.c_str()), arg));

ret = R_tryEval(call, R_GlobalEnv, &errorOccurred);


I'll be grateful if you can point me to any online docs/samples.

Thanks in advance,
Wayne

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Dirk Eddelbuettel

2011-Jan-27 02:07 UTC

head link

[Rd] Dealing with R list objects in C/C++

Hi Wayne,

On 26 January 2011 at 17:56, Wayne.Zhang at barclayscapital.com wrote:
| Hi,
| 
| I'd like to construct an R list object in C++, fill it with relevant data,
and pass it to an R function which will return a different list object back.  I
have browsed through all the R manuals, and examples under tests/Embedding, but
can't figure out the correct way.  Below is my code snippet:
| 
|     #include <Rinternals.h>
| // Rf_initEmbeddedR and other setups already performed
| 
|     SEXP arg, ret;
| 
|     // this actually creates a pairlist.  I can't find any API that
creates a list
| PROTECT(arg = allocList(3));
| 
| // I want the first element to be type integer, second double, and third a
vector.
|     INTEGER(arg)[0]  = 1;            // <- runtime exception:
"INTEGER() can only be applied to a 'integer', not a
'pairlist'
|     REAL(arg)[1] = 2.5;               // control never reached here
| 
|     VECTOR_PTR(arg)[2] = allocVector(REALSXP, 4);
|     REAL(VECTOR_PTR(arg)[2])[0] = 10.0;
|     REAL(VECTOR_PTR(arg)[2])[1] = 11.0;
|     REAL(VECTOR_PTR(arg)[2])[2] = 12.0;
|     REAL(VECTOR_PTR(arg)[2])[3] = 13.0;
| 
|     PROTECT(call = lang2(install(entryPoint.c_str()), arg));
| 
| ret = R_tryEval(call, R_GlobalEnv, &errorOccurred);
| 
| 
| I'll be grateful if you can point me to any online docs/samples.

This is a non-trivial problem when the use the C API provided by R. It is all
documented, but you need to study the 'Writing R Extensions' in some
detail,
as well as maybe 'R Programming' by Gentleman and/or 'Software for
Data
Analysis' by Chambers.

But there is another API you can use. It is provided by RInside (to embed R
inside C++) which uses Rcpp (for R and C++ integration).  Install those two
packages from CRAN, and then drop the few lines below as a file, say,
wayne.cpp in the examples/standard/ directory of RInside. Saying 'make
wayne'
will build an executable, using proper flags and linker options, and you can
run that:

edd at max:~/svn/rinside/pkg/inst/examples/standard$ make wayne
g++ -I/usr/share/R/include -I/usr/local/lib/R/site-library/Rcpp/include
-I"/usr/local/lib/R/site-library/RInside/include" -O3 -pipe -g -Wall  
wayne.cpp  -L/usr/lib64/R/lib -lR  -lblas -llapack
-L/usr/local/lib/R/site-library/Rcpp/lib -lRcpp
-Wl,-rpath,/usr/local/lib/R/site-library/Rcpp/lib
-L/usr/local/lib/R/site-library/RInside/lib -lRInside
-Wl,-rpath,/usr/local/lib/R/site-library/RInside/lib -o wayne
edd at max:~/svn/rinside/pkg/inst/examples/standard$ ./wayne 
Showing list content:
L[0] 1
L[1] 2.5
L[2][0] 10
L[2][1] 11
Showing list content:
L[0] 42
L[1] 42
L[2][0] 10
L[2][1] 42
edd at max:~/svn/rinside/pkg/inst/examples/standard$ 

The code a list as you spec'ed with int, double and vector. The list is
shown
on stdout, then passed to R, transformed by R and shown again at the C++ level.

Questions on RInside and Rcpp are welcome on the rcpp-devel list.

Hope this helps,  Dirk

-----------------------------------------------------------------------------
#include <RInside.h>                    // for the embedded R via RInside

void show(const Rcpp::List & L) {
    // this function is cumbersome as we haven't defined << operators
    std::cout << "Showing list content:\n";
    std::cout << "L[0] " << Rcpp::as<int>(L[0])
<< std::endl;
    std::cout << "L[1] " << Rcpp::as<double>(L[1])
<< std::endl;
    Rcpp::IntegerVector v = Rcpp::as<Rcpp::IntegerVector>(L[2]);
    std::cout << "L[2][0] " << v[0] << std::endl;
    std::cout << "L[2][1] " << v[1] << std::endl;
}

int main(int argc, char *argv[]) {

    // create an embedded R instance
    RInside R(argc, argv);               

    Rcpp::List mylist(3);
    mylist[0] = 1;
    mylist[1] = 2.5;
    Rcpp::IntegerVector v(2); v[0] = 10; v[1] = 11; // with C++0x we could
assign directly
    mylist[2] = v;
    show(mylist);

    R["myRlist"] = mylist;
    std::string r_code = "myRlist[[1]] = 42; myRlist[[2]] = 42.0;
myRlist[[3]][2] = 42; myRlist";
    
    Rcpp::List reslist = R.parseEval(r_code);
    show(reslist);

    exit(0);
}
-----------------------------------------------------------------------------


-- 
Dirk Eddelbuettel | edd at debian.org | http://dirk.eddelbuettel.com

Martin Morgan

2011-Jan-27 03:03 UTC

head link

[Rd] Dealing with R list objects in C/C++

On 01/26/2011 02:56 PM, Wayne.Zhang at barclayscapital.com
wrote:> Hi,
> 
> I'd like to construct an R list object in C++, fill it with relevant
data, and pass it to an R function which will return a different list object
back.  I have browsed through all the R manuals, and examples under
tests/Embedding, but can't figure out the correct way.  Below is my code
snippet:
> 
>     #include <Rinternals.h>
> // Rf_initEmbeddedR and other setups already performed
> 
>     SEXP arg, ret;
> 
>     // this actually creates a pairlist.  I can't find any API that
creates a list
> PROTECT(arg = allocList(3));
Allocate a list of length 3 via SEXPTYPE VECSXP

      PROTECT(arg = allocVector(VECSXP, 3));
> 
> // I want the first element to be type integer, second double, and third a
vector.
>     INTEGER(arg)[0]  = 1;            // <- runtime exception:
"INTEGER() can only be applied to a 'integer', not a
'pairlist'
set the first element of the list to an integer vector of length 1, and
assign a value

      SET_VECTOR_ELT(arg, 0, allocVector(INTSXP, 1));
      INTEGER(VECTOR_ELT(arg, 0))[0] = 1

or more succinctly

      SET_VECTOR_ELT(arg, 0, ScalarInteger(1));
>     REAL(arg)[1] = 2.5;               // control never reached here
and the second element

      SET_VECTOR_ELT(arg, 1, ScalarReal(2.5));
>     VECTOR_PTR(arg)[2] = allocVector(REALSXP, 4);
and for the third allocate a REALSXP and then fill

      SET_VECTOR_ELT(arg, 2, allocVector(REALSXP, 4));

next lines should be ok as REAL(VECTOR_ELT(arg, 2))[0] = 10.0; or with
less typing as

      double *x = REAL(VECTOR_ETL(arg, 2));
      x[0] = 10.0; x[1] = 11.0; x[2] = 12.0; x[3] = 13.0;
>     REAL(VECTOR_PTR(arg)[2])[0] = 10.0;
>     REAL(VECTOR_PTR(arg)[2])[1] = 11.0;
>     REAL(VECTOR_PTR(arg)[2])[2] = 12.0;
>     REAL(VECTOR_PTR(arg)[2])[3] = 13.0;
> 
>     PROTECT(call = lang2(install(entryPoint.c_str()), arg));
not sure where entryPoint.c_str() is coming from, but

     PROTECT(call = lang2(install("fun"), arg));

with some debate about whether install("fun") should be
PROTECT'ed.
> 
> ret = R_tryEval(call, R_GlobalEnv, &errorOccurred);
likely PROTECT(ret = ...) while checking errorOccurred, etc.

Hope that helps,

Martin
> 
> 
> I'll be grateful if you can point me to any online docs/samples.
> 
> Thanks in advance,
> Wayne
> 
> _______________________________________________
> 
> 
i!>  ce at 1 Churchill Place, London, E14 5HP.  This email may relate to or be
sent from other members of the Barclays Group.
> _______________________________________________
> 
> 	[[alternative HTML version deleted]]
> 
> ______________________________________________
> R-devel at r-project.org mailing list
> https://stat.ethz.ch/mailman/listinfo/r-devel

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