Want to share your content on R-bloggers? click here if you have a blog, or here if you don't.
First and foremost, we Windows users owe a deep debt of gratitude first to Duncan Murdoch who supported the Windows builds through R3, then Jeroen Oomes who updated and re-platformed the toolchain for R4, and now Tomas Kalibera who has updated the toolchain to comply with R-core’s requirement that the default build for windows be UCRT-compliant and which will have native UTF8 support. Thankfully, the process is not much different from how Tomas explains it in his “how-to guide“. Therefore, I am going to leave the explanations to him, who knows this process much better and much more deeply than I do, and simply lay out the steps which are needed. Everything other than the specific steps to adjust the code to use OpenBLAS and machine-specific architecture is taken from his how-to guide and is better explained there as well!
Also, this post will not explain how to build OpenBLAS under the new toolchain, but will—for now—rely on the the library built by Tomas as part of the toolchain.
Step 1: Install Rtools42
Download the most recent version of Rtools42 from here and install it into its default directory (c:/rtools42
).
Step 2: Update Rtools42
Step 2a: Update the build system
Run the msys.exe
which was installed with Rtools42 and update the build system using:
pacman -Syuu pacman -Sy wget subversion
Step 2b: Update the specialized libraries
Once the build system is updated, check the vintage of the libraries by calling
cat /x86_64-w64-mingw32.static.posix/.version
and comparing it with the version listed as XXXX in the gcc10_ucrt3_full_XXXX.tar.zst
file in the repository. If the installed version is not up-to-date, run the following, replacing XXXX with the proper identifier:
cd / wget https://www.r-project.org/nosvn/winutf8/ucrt3/gcc10_ucrt3_full_XXXX.tar.zst rm -rf /x86_64-w64-mingw32.static.posix tar xf gcc10_ucrt3_full_XXXX.tar.zst rm gcc10_ucrt3_full_XXXX.tar.zst
Step 3: Install necessary support software
As per prior builds, the complete installation procedure requires MiKTeX, Inno Setup, and qpdf. Install the the first two programs into their default locations and unzip the most recent qpdf-XX.X.X-bin-mingw64.zip
wherever you want.
Step 4: Download and extract the R source code
In all of the following steps, a pattern of Xs are used to represent identifiers which are apt to change over time. Always check the repository to identify the most recent versions of files and substitute accordingly. Open msys.exe
and change the directory to where you want the build to live. The default is your user directory, which on Windows is almost never a good choice. Once in the desired directory, run the following:
TCLBUNDLE=Tcl-XXXX-XXXX.zip wget https://www.r-project.org/nosvn/winutf8/ucrt3/$TCLBUNDLE svn checkout -r XXXXX https://svn.r-project.org/R/trunk RDIFF=R-devel-XXXXX-XXXX.diff wget https://www.r-project.org/nosvn/winutf8/ucrt3/$RDIFF cd trunk patch --binary -p0 < ../$RDIFF unzip ../$TCLBUNDLE cd src/gnuwin32
Step 5: Add a MkRules.local
In a similar reversion to the older build method, add a Mkrules.local for any options you may want. You must add one to get OpenBLAS to work, and that will be the first line of the file below. Add any other options, such as EOPTS or LTO as desired. Feel free to copy and adjust from below as needed. If your Inno Setup is not installed to the standard location, add a line ISDIR = /path/to/Inno
. The last step above placed us in trunk/src/gnuwin32
which is where we need to be. If you want to manually write your own MkRules.local
remember to do it in that specific subdirectory.
IMPORTANT: If want to build R 4.2 for Windows with OpenBLAS and specific machine architectures, you need to be careful. If you are going to pass march=native
for a Haswell processor or later (for example, I have a skylake) you must pass -mno-fma
. Otherwise, R will go into an infinite loop in the regression tests. According to Martin Maechler (offlist of r-devel), this appears to be a compiler bug in GCC, and I have confirmed it is present the 10.3 version used by Tomas. So fused-multiply-add needs to be turned off.
cat <<EOF >MkRules.local USE_ATLAS = YES EOPTS = -march=native -pipe -mno-rtm -mno-fma LTO = -flto -ffat-lto-objects -fuse-linker-plugin LTO_OPT = -flto -ffat-lto-objects -fuse-linker-plugin LTO_FC_OPT = -flto -ffat-lto-objects -fuse-linker-plugin QPDF = C:/R/qpdf-10.5.0 OPENMP = -fopenmp EOF
Note there is no entry for (ATLAS_PATH)
!
Step 6: Adjust src/extra/blas/Makefile.win
With Rtools40, the adjustment was made within the PKGBUILD process using patch files. While that can be done here as well (see the patch call above) I have found it easier to use Notepad++ to manually edit the appropriate Makefile.win
. Similar to prior builds, the line that needs to be changed is -L../../../$(IMPDIR) -lR -L"$(ATLAS_PATH)" -lf77blas -latlas
. Switch it to:
-L../../../$(IMPDIR) -lR -fopenmp -lopenblas
Yes, (ATLAS_PATH)
was removed this time. The new toolchain has a pre-built OpenBLAS library which lives with all the other UCRT-compliant libraries in a default location which does not need an explicit address. It is built with the OpenMP flag set which is why -fopenmp
must be passed.
Step 7: Add needed variables to the PATH
In the MSYS window, run the following. The MiKTeX line should not be needed if you have a default (user-only install). If you have an administrator install (as I do on my home computer), so miktex.exe lives in Program files, then keep the line in and adjust as needed.
export PATH=/c/rtools42/x86_64-w64-mingw32.static.posix/bin:/c/rtools42/usr/bin:$PATH export PATH=/c/Program\ Files/MiKTeX/miktex/bin/x64:$PATH export TAR="/usr/bin/tar" export TAR_OPTIONS="--force-local"
Step 8: Check support tool availability
Run which make gcc pdflatex tar
. You should get four locations. If you do not, at least one of your support files is not configured properly.
Step 9: Build R
Once everything is ready, then all that is left is to call make distribution
in trunk/src/gnuwin32
. After a long time, the build should complete and you should find the installer in trunk/src/gnuwin32/installer
. You have now successfully completed building R 4.2 for Windows with OpenBLAS!
Step 10: Check
Normally, now is when you would call make check-devel
. However, there is known issue with one of the regex tests which will cause utf8-regex
to fail. Running make check-recommended
and testing installed packages for base and recommended from inside the R GUI returned no other failures. As always, I’d appreciate thoughts and corrections in the comments; good luck!
The post Building R 4.2 for Windows with OpenBLAS appeared first on Strange Attractors.
R-bloggers.com offers daily e-mail updates about R news and tutorials about learning R and many other topics. Click here if you're looking to post or find an R/data-science job.
Want to share your content on R-bloggers? click here if you have a blog, or here if you don't.