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simplecall - demo package for calling C code with `.Call()`

simplecall is a small demo package showing how C code could be included in a package and called with .Call().

This package now includes demo code for:

creating a list in C
creating a data.frame in C

You can install from GitHub with:

# install.package('remotes')
remotes::install_github('coolbutuseless/simplecall)

What’s in the box?

Package contains example C functions and R wrappers to call them

C function	R function
`SEXP add_(SEXP x_, SEXP y_)`	`add_Call(x, y)`
`SEXP create_list_in_c_()`	`create_list_in_c()`
`SEXP create_data.frame_in_c_()`	`create_data_frame_in_c()`

What’s in the R functions?

A call using .Call()
First argument is the C function name e.g. add_
Other arguments to the R function can be passed through to C

#~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
#' Add two numbers
#'
#' @param x,y numbers to add
#'
#' @useDynLib simplecall add_
#' @export
#~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
add_Call <- function(x, y) {
  .Call(add_, x, y)
}

What’s in the C functions?

C function returns an SEXP pointer which is a real R object
all arguments passed as SEXP pointers

//~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
// Add 2 numbers
//~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
SEXP add_(SEXP x_, SEXP y_) {

  int xtype = TYPEOF(x_);
  int ytype = TYPEOF(y_);

  if (xtype != REALSXP | ytype != REALSXP) {
    Rf_error("add_() expects only floating point numbers i.e. doubles or reals");
  }

  int xlen = length(x_);
  int ylen = length(y_);

  if (xlen != 1 | ylen != 1) {
    error("add_() expects arguments to be length = 1");
  }

  SEXP result = PROTECT(allocVector(REALSXP, 1));
  REAL(result)[0] = asReal(x_) + asReal(y_);
  UNPROTECT(1);

  return result;
}

Creating an R List within C

Example code is included to create a list completely within C and return it to R

<details> <summary> Click to show/hide code </summary>

//~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
// Creating a list within C and returning it to R
//
//  1. Create individual integer/real/whatever vectors
//  2. allocate a VECSXP of the correct size
//  3. assign each member into the list
//  4. create names and assign them to the list
//~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
SEXP create_list_in_c_() {


  //~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
  // Each member of the list gets allocated separately
  //~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
  int n = 10;

  SEXP idx_ = PROTECT(allocVector(INTSXP , n));
  SEXP x_   = PROTECT(allocVector(REALSXP, n));
  SEXP y_   = PROTECT(allocVector(REALSXP, n));


  //~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
  // Assign some dummy values into the members
  //~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
  for (int i = 0; i < n; i++) {
    INTEGER(idx_)[i] = i + 1;
    REAL(x_)[i] = i + 10;
    REAL(y_)[i] = i + 100;
  }

  //~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
  // Allocate a list with 3 members
  //~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
  SEXP list_ = PROTECT(allocVector(VECSXP, 3));

  //~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
  // Add members to the list
  //~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
  SET_VECTOR_ELT(list_,  0, idx_);
  SET_VECTOR_ELT(list_,  1, x_);
  SET_VECTOR_ELT(list_,  2, y_);

  //~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
  // Set the names on the list.
  //~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
  SEXP names = PROTECT(allocVector(STRSXP, 3));
  SET_STRING_ELT(names,  0, mkChar("idx"));
  SET_STRING_ELT(names,  1, mkChar("x"));
  SET_STRING_ELT(names,  2, mkChar("y"));
  setAttrib(list_, R_NamesSymbol, names);

  UNPROTECT(5);
  return list_;
}

</details>

Creating an R data.frame within C

Example code is included to create a data.frame completely within C and return it to R

<details> <summary> Click to show/hide code </summary>

//~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
// Creating a data.frame within C and returning it to R
//
//  1. Create individual integer/real/whatever vectors
//  2. allocate a VECSXP of the correct size
//  3. assign each member into the data.frame
//  4. create names and assign them to the data.frame
//  5. set the class to "data.frame"
//  6. set rownames on the data.frame
//~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
SEXP create_data_frame_in_c_() {


  //~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
  // Each member of the list gets allocated separately
  //~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
  int n = 10;

  SEXP idx_ = PROTECT(allocVector(INTSXP , n));
  SEXP x_   = PROTECT(allocVector(REALSXP, n));
  SEXP y_   = PROTECT(allocVector(REALSXP, n));


  //~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
  // Assign some dummy values into the members
  //~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
  for (int i = 0; i < n; i++) {
    INTEGER(idx_)[i] = i + 1;
    REAL(x_)[i] = i + 10;
    REAL(y_)[i] = i + 100;
  }

  //~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
  // Allocate a data.frame
  //~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
  SEXP df_ = PROTECT(allocVector(VECSXP, 3));

  //~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
  // Add columns to the data.frame
  //~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
  SET_VECTOR_ELT(df_,  0, idx_);
  SET_VECTOR_ELT(df_,  1, x_);
  SET_VECTOR_ELT(df_,  2, y_);

  //~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
  // Treat the VECSXP as a data.frame rather than a list
  //~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
  SET_CLASS(df_, mkString("data.frame"));

  //~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
  // Set the names on the list.
  //~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
  SEXP names = PROTECT(allocVector(STRSXP, 3));
  SET_STRING_ELT(names,  0, mkChar("idx"));
  SET_STRING_ELT(names,  1, mkChar("x"));
  SET_STRING_ELT(names,  2, mkChar("y"));
  setAttrib(df_, R_NamesSymbol, names);

  //~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
  // Set the row.names on the list.
  // Use the shortcut as used in .set_row_names() in R
  // i.e. set rownames to c(NA_integer, -len) and it will
  // take care of the rest. This is equivalent to rownames(x) <- NULL
  //~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
  SEXP rownames = PROTECT(allocVector(INTSXP, 2));
  SET_INTEGER_ELT(rownames, 0, NA_INTEGER);
  SET_INTEGER_ELT(rownames, 1, -n);
  setAttrib(df_, R_RowNamesSymbol, rownames);

  UNPROTECT(6);
  return df_;
}

</details>

Creating an R array within C

Example code is included to create an array completely within C and return it to R

<details> <summary> Click to show/hide code </summary>

//~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
// Creating an array within C and returning it to R
//
//  1. Create individual vector
//  2. Create an integer vector to hold the dimensions.
//  3. Set the dimension attribute on the vector
//~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
SEXP create_array_in_c_() {

  //~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
  // Each member of the list gets allocated separately
  //~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
  int rows = 10;
  int cols = 1;
  int n = rows * cols;

  SEXP arr_ = PROTECT(allocVector(INTSXP, n));
  SEXP dim_ = PROTECT(allocVector(INTSXP, 2));

  INTEGER(dim_)[0] = rows;
  INTEGER(dim_)[1] = cols;

  //~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
  // Assign some dummy values into the members
  //~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
  for (int i = 0; i < n; i++) {
    INTEGER(arr_)[i] = i + 1;
  }

  //~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
  // Set the dimensions
  //~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
  setAttrib(arr_, R_DimSymbol, dim_);

  UNPROTECT(2);
  return arr_;
}

</details>

Similar packages

This is one of a series of small demo packages for
calling other languages from R:

{simplec} - calling C with .C()
{simplecall} - calling C with .Call()
{simplercpp} - calling C++ with {Rcpp}
{simplefortran} - calling Fortran with .Fortran()

Installation

Resources

David Vaughan’s post - Now you C me
Peter Dalgaard’s Keynote from UseR 2004 discusses R’s language interfaces
Using R — Calling C Code ‘Hello World’
Hadley’s Advanced R book chapter - ‘Rs C interface’
Rcpp

Acknowledgements

R Core for developing and maintaining such a wonderful language.
CRAN maintainers, for patiently shepherding packages onto CRAN and maintaining the repository

Awesome

simplecall - demo package for calling C code with .Call()

What’s in the box?

What’s in the R functions?

What’s in the C functions?

Creating an R List within C

Creating an R data.frame within C

Creating an R array within C

Similar packages

Installation

Resources

Acknowledgements

simplecall - demo package for calling C code with `.Call()`