I have an R package which is easily sped up by using OpenMP. If your compiler supports it then you get the win, if it doesn't then the pragmas are ignored and you get one core.
My problem is how to get the package build system to use the right compiler options and libraries. Currently I have:
PKG_CPPFLAGS=-fopenmp
PKG_LIBS=-fopenmp
hardcoded into src/Makevars on my machine, and this builds it with OpenMP support. But it produces a warning about non-standard compiler flags on check, and will probably fail hard on a machine with no openMP capabilities.
The solution seems to be to use configure and autoconf. There's some information around here:
http://cran.r-project.org/doc/manuals/R-exts.html#Using-Makevars
including a complex example to compile in odbc functionality. But I can't see how to begin tweaking that to check for openmp and libgomp.
None of the R packages I've looked at that talk about using openMP seem to have this set up either.
So does anyone have a walkthrough for setting up an R package with OpenMP?
[EDIT]
I may have cracked this now. I have a configure.ac script and a Makevars.in with @FOO@ substitutions for the compiler options. But now I'm not sure of the workflow. Is it:
But just to be clear, "autoconf configure.in > configure" doesn't run on package install - its purely a developer process to create the configure script that is distributed - amirite?
Enable OpenMPRight-click on your project in Solution Explorer, and select properties. Select C/C++ -> Language, and change OpenMP Support to Yes. Click ok, and make sure your application still compiles and runs.
Once installed, you can get a list of all the functions in the package. If the package is on CRAN, you will find documentation in PDF format of all functions inside a page like https://cran.r-project.org/web/packages/package_name . Recall you can access this documentation in HTML format with the help function.
Methinks you have the library option wrong, please try
## -- compiling for OpenMP
PKG_CXXFLAGS=-fopenmp
##
## -- linking for OpenMP
PKG_LIBS= -fopenmp -lgomp
In other words, -lgomp
gets you the OpenMP library linked. And I presume you know that this library is not part of the popular Rtools kit for Windows. On a modern Linux you should be fine.
In an unrelease testpackage I have here I also add the following to PKG_LIBS
, but that is mostly due to my use of Rcpp:
$(shell $(R_HOME)/bin/Rscript -e "Rcpp:::LdFlags()") \
$(LAPACK_LIBS) $(BLAS_LIBS) $(FLIBS)
Lastly, I think the autoconf business is not really needed unless you feel you need to test for OpenMP via configure.
Edit: SpacedMan is correct. Per the beginning of the libgomp-4.4 manual:
1 Enabling OpenMP
To activate the OpenMP extensions for C/C++ and Fortran, the compile-time flag `-fopenmp' must be specified. This enables the OpenMP directive [...] The flag also arranges for automatic linking of the OpenMP runtime library.
So I stand corrected. Seems that it doesn't hurt to manually add what would get added anyway, just for clarity...
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