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rstudio/r-builds: an opinionated environment for compiling R

This repository orchestrates tools to produce R binaries. The binaries are available as a community resource, they are not professionally supported by Posit. The R language is open source, please see the official documentation at https://www.r-project.org/.

These binaries are not a replacement to existing binary distributions for R. The binaries were built with the following considerations:

These binaries have been extensively tested, and are used in production everyday on Posit Cloud and shinyapps.io. Please open an issue to report a specific bug, or ask questions on Posit Community.

R binaries are built for the following Linux operating systems:

Operating systems are supported until their vendor end-of-support dates, which can be found on the Posit Platform Support page. When an operating system has reached its end of support, builds for it will be discontinued, but existing binaries will continue to be available.

R binaries are primarily supported for the current R version and previous four minor versions of R. Older R versions down to R 3.0.0 are also built when possible, but support for older R versions is best effort and not guaranteed.

R versions 4.0.0 through 4.3.3 have been patched for CVE-2024-27322. See #218 for more details.

R binaries are built for x86_64/amd64 and aarch64/arm64.

To use our quick install script to install R, simply run the following command. To use the quick installer, you must have root or sudo privileges, and curl must be installed.

bash -c "$(curl -L https://rstd.io/r-install)"

Define the version of R that you want to install. Available versions of R can be found here: https://cdn.posit.co/r/versions.json

Download the deb package:

# Ubuntu 20.04
curl -O https://cdn.posit.co/r/ubuntu-2004/pkgs/r-${R_VERSION}_1_$(dpkg --print-architecture).deb

# Ubuntu 22.04
curl -O https://cdn.posit.co/r/ubuntu-2204/pkgs/r-${R_VERSION}_1_$(dpkg --print-architecture).deb

# Ubuntu 24.04
curl -O https://cdn.posit.co/r/ubuntu-2404/pkgs/r-${R_VERSION}_1_$(dpkg --print-architecture).deb

# Debian 12
curl -O https://cdn.posit.co/r/debian-12/pkgs/r-${R_VERSION}_1_$(dpkg --print-architecture).deb

Then install the package:

sudo apt-get install ./r-${R_VERSION}_1_$(dpkg --print-architecture).deb

Enable the Extra Packages for Enterprise Linux repository (RHEL/CentOS 7 and RHEL 9 only):

# CentOS / RHEL 7
sudo yum install https://dl.fedoraproject.org/pub/epel/epel-release-latest-7.noarch.rpm

# Rocky Linux 9 / AlmaLinux 9
sudo dnf install dnf-plugins-core
sudo dnf config-manager --set-enabled crb
sudo dnf install epel-release

# RHEL 9
sudo dnf install https://dl.fedoraproject.org/pub/epel/epel-release-latest-9.noarch.rpm

On RHEL 7, you may also need to enable the Optional repository:

sudo subscription-manager repos --enable "rhel-*-optional-rpms"

# If running RHEL 7 in a public cloud, such as Amazon EC2, enable the
# Optional repository from Red Hat Update Infrastructure (RHUI) instead
sudo yum install yum-utils
sudo yum-config-manager --enable "rhel-*-optional-rpms"

On RHEL 9, you may also need to enable the CodeReady Linux Builder repository:

sudo subscription-manager repos --enable codeready-builder-for-rhel-9-$(arch)-rpms

# If running RHEL 9 in a public cloud, such as Amazon EC2, enable the CodeReady
# Linux Builder repository from Red Hat Update Infrastructure (RHUI) instead
sudo dnf install dnf-plugins-core
sudo dnf config-manager --enable codeready-builder-for-rhel-9-*-rpms

Download the rpm package:

# CentOS / RHEL 7
curl -O https://cdn.posit.co/r/centos-7/pkgs/R-${R_VERSION}-1-1.$(arch).rpm

# RHEL 8 / Rocky Linux 8 / AlmaLinux 8
curl -O https://cdn.posit.co/r/centos-8/pkgs/R-${R_VERSION}-1-1.$(arch).rpm

# RHEL 9 / Rocky Linux 9 / AlmaLinux 9
curl -O https://cdn.posit.co/r/rhel-9/pkgs/R-${R_VERSION}-1-1.$(arch).rpm

# RHEL 10 / Rocky Linux 10 / AlmaLinux 10
curl -O https://cdn.posit.co/r/rhel-10/pkgs/R-${R_VERSION}-1-1.$(arch).rpm

Then install the package:

sudo yum install R-${R_VERSION}-1-1.$(arch).rpm

Download the rpm package:

# openSUSE 15.6 / SLES 15 SP6
curl -O https://cdn.posit.co/r/opensuse-156/pkgs/R-${R_VERSION}-1-1.$(arch).rpm

Then install the package:

sudo zypper --no-gpg-checks install R-${R_VERSION}-1-1.$(arch).rpm

Download the rpm package:

# Fedora 41
curl -O https://cdn.posit.co/r/fedora-41/pkgs/R-${R_VERSION}-1-1.$(arch).rpm

# Fedora 42
curl -O https://cdn.posit.co/r/fedora-42/pkgs/R-${R_VERSION}-1-1.$(arch).rpm

Then install the package:

sudo dnf install R-${R_VERSION}-1-1.$(arch).rpm

Test that R was successfully installed by running:

/opt/R/${R_VERSION}/bin/R --version

To ensure that R is available on the system path, create symbolic links to the version of R that you installed:

sudo ln -s /opt/R/${R_VERSION}/bin/R /usr/local/bin/R 
sudo ln -s /opt/R/${R_VERSION}/bin/Rscript /usr/local/bin/Rscript
Optional post-installation steps

You may want to install additional system dependencies for R packages. We recommend installing a TeX distribution (such as TinyTeX or TeX Live) and Pandoc. For more information on system dependencies, see system requirements for R packages.

If you want to install multiple versions of R on the same system, you can repeat these steps to install a different version of R alongside existing versions.

This repository orchestrates builds using a variety of tools. The instructions below outline the components in the stack and describe how to add a new platform or inspect an existing platform.

To build the R binaries from source, you will need to have Git, Docker, and make installed.

First, clone the Git repository locally and navigate to it.

git clone https://github.com/rstudio/R-builds
cd R-builds

Then, run the build-r-$PLATFORM Make target with the R_VERSION environment variable set to your desired R version, where $PLATFORM is one of the supported platform identifiers, such as ubuntu-2204 or rhel-9.

export PLATFORM=ubuntu-2204
export R_VERSION=4.5.0

make build-r-$PLATFORM

The built DEB or RPM package will be available in the builder/integration/tmp/$PLATFORM directory.

$ ls builder/integration/tmp/$PLATFORM
r-4.5.0_1_amd64.deb

R is installed to /opt/R/${R_VERSION} by default. If you want to customize the installation path, set the optional R_INSTALL_PATH environment variable to a custom location such as /opt/custom/R-4.5.0.

export PLATFORM=rhel-9
export R_VERSION=4.5.0
export R_INSTALL_PATH=/opt/custom/R-4.5.0

make build-r-$PLATFORM

For significant changes to the R builds, such as adding a new platform or updating existing builds, include any relevant testing notes and changes that may affect existing users, such as system dependency changes.

On successful merge, a project maintainer can then trigger the builds in staging to test the changes, and then in production when the changes have been verified.

  1. Add the new platform to the Supported Platforms list.
  2. Add DEB or RPM package download instructions for the new platform.

Create a builder/Dockerfile.platform-version (where platform-version is ubuntu-2204 or centos-7, etc.) This file must contain four major tasks:

  1. an OS_IDENTIFIER env with the platform-version.
  2. a step which ensures the R source build dependencies are installed
  3. COPY for the packaging script (builder/package.platform-version) to /package.sh
  4. COPY and ENTRYPOINT for the build.sh file in builder/.

Create a builder/package.platform-version script (where platform-version is ubuntu-2204 or centos-7, etc.).

A new service in the docker-compose file named according to the platform-version and containing the proper entries:

ubuntu-2404:
  command: ./build.sh
  environment:
    - R_VERSION=${R_VERSION}  # for testing out R builds locally
    - R_INSTALL_PATH=${R_INSTALL_PATH}  # custom installation path
    - LOCAL_STORE=/tmp/output  # ensures that output tarballs are persisted locally
  build:
    context: .
    dockerfile: Dockerfile.ubuntu-2404
  image: r-builds:ubuntu-2404
  volumes:
    - ./integration/tmp:/tmp/output  # path to output tarballs
  platform: ${PLATFORM_ARCH}  # for testing other architectures via emulation

Add the new platform to the PLATFORMS variable near the top of the Makefile.

A new service in the test/docker-compose.yml file named according to the platform-version and containing the proper entries:

  ubuntu-2204:
    image: ubuntu:jammy
    command: /r-builds/test/test-apt.sh
    environment:
      - OS_IDENTIFIER=ubuntu-2204
      - R_VERSION=${R_VERSION}
    volumes:
      - ../:/r-builds
    platform: ${PLATFORM_ARCH}

Update the quick install script at install.sh, if necessary, to support the new platform.

Once you've followed the steps above, submit a pull request.

In addition to the DEB and RPM packages, R builds also publishes tarballs of the binaries at:

These may be used with a manual installation of R's system dependencies. System dependencies will differ between R versions, so inspect the corresponding DEB or RPM package for the list of system dependencies.

"Break Glass" and scheduled builds

The Check for new R versions workflow checks for new R versions hourly and automatically builds and publishes them.

The Daily R-devel and R-next builds workflow builds and publishes R-devel and R-next each day.

The R builds workflow tests building the R binaries and optionally publishes them. Builds are not automatically published upon merging to main.

After making any changes to R-builds, this workflow may be run manually to test the changes in staging first. Then, the workflow can be rerun for production to build new binaries or rebuild existing binaries.

Tests are automatically run on each push. These tests validate that R was correctly configured, built, and packaged. By default, the tests run for the last 5 minor R versions on each platform.

To run the tests manually, you can navigate to the GitHub Actions workflow page and use "Run workflow" to run the tests from a custom branch, list of platforms, and list of R versions.

To skip the tests, add [skip ci] to your commit message. See Skipping workflow runs for more information.

To test the R builds locally, you can use the build-r-$PLATFORM and test-r-$PLATFORM targets to build R and run the tests. The tests use the quick install script to install R, using a locally built R if present, or otherwise a build from the CDN.

# Build R 4.5.0 for Ubuntu 22
R_VERSION=4.5.0 make build-r-ubuntu-2204

# Test R 4.5.0 for Ubuntu 22
R_VERSION=4.5.0 make test-r-ubuntu-2204

Alternatively, you can build an image using the docker-build-$PLATFORM target, launch a bash session within a container using the bash-$PLATFORM target, and interactively run the build script:

# Build the image for Ubuntu 22
make docker-build-ubuntu-2204

# Launch a bash session for Ubuntu 22
make bash-ubuntu-2204

# Build R 4.5.0
R_VERSION=4.5.0 ./build.sh

# Build R devel with parallel execution to speed up the build
MAKEFLAGS=-j4 R_VERSION=devel ./build.sh

# Build a prerelease version of R (e.g., alpha or beta)
R_VERSION=rc R_TARBALL_URL=https://cran.r-project.org/src/base-prerelease/R-latest.tar.gz ./build.sh

Builds default to the current host architecture by default. If you would like to test a different architecture via emulation in Docker, set PLATFORM_ARCH to a valid Docker --platform flag:

# Build R 4.5.0 for Ubuntu 22, ARM64
R_VERSION=4.5.0 PLATFORM_ARCH=linux/arm64 make build-r-ubuntu-2204

# Test R 4.5.0 for Ubuntu 22, ARM64
R_VERSION=4.5.0 PLATFORM_ARCH=linux/arm64 make test-r-ubuntu-2204

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