System Requirements for R Packages

R packages can depend on one another, but they can also depend on software external to the R ecosystem. On Ubuntu 24.04, for example, in order to install the curl R package, you must have previously run apt install libcurl4-openssl-dev. R packages often note these dependencies in the SystemRequirements field within their DESCRIPTION files, but this information is free-form text that varies by package.

This repository contains a catalog of "rules" that can be used to systematically identify these dependencies and generate commands to install them.

You may be expecting to see a list like:

Package	SystemRequirements	Dependency
curl	libcurl: libcurl-devel (rpm) or libcurl4-openssl-dev (deb).	libcurl4-openssl-dev

Storing this information as a table in this format is not efficient. Many R packages do not have any system dependencies, so the table would be very sparse. Moreover, R packages are added at an exponential rate, so maintaining this data would be nearly impossible.

Instead, this repository contains a set of rules that map a SystemRequirements field to a platform specific install command such as apt install libcurl4-openssl-dev.

Usage

The primary purpose of this catalog is to support Posit Package Manager, which translates these rules into install commands for specific packages or repositiories.

You can find the install commands for a package by viewing the package page in Posit Public Package Manager, or using the pak package in R. pak will also automatically install the system requirements when installing a package.

While Posit Package Manager is a professional product, this catalog is available as a community resource under the MIT license. Please open an issue in this repository for any bugs or requests, or see the For Developers section for how to contribute to this repository.

Operating Systems

The rules in this catalog support the following operating systems:

• Ubuntu 20.04, 22.04, 24.04
• CentOS 7
• Rocky Linux 8¹, 9
• Red Hat Enterprise Linux 7, 8, 9
• openSUSE 15.5, 15.6
• SUSE Linux Enterprise 15 SP5, 15 SP6
• Debian 10, 11, 12, unstable
• Fedora 39, 40, 41
• Windows (for R 4.0+ only)

---

For Developers

We welcome contributions to this catalog! To report a bug or request a rule, please open an issue in this repository. To add or update a rule, fork this repository and submit a pull request.

Overview

Each system requirement rule is described by a JSON file in the rules/ directory. The file is named rule-name.json, where rule-name is typically the name of the system dependency.

For example, here's an excerpt from a rule for the Protocol Buffers (protobuf) library at rules/libprotobuf.json.

{
  "patterns": ["\\blibprotobuf\\b"],  // regex which matches "libprotobuf" or "LIBPROTOBUF; libxml2"
  "dependencies": [
    {
      "packages": ["protobuf-devel"],  // to install the package: "yum install protobuf-devel"
      "pre_install": [
        {
          "command": "yum install -y epel-release"  // add the EPEL repository before installing
        }
      ],
      "constraints": [
        {
          "os": "linux",
          "distribution": "centos",  // make these instructions specific to CentOS 7
          "versions": ["7"]
        }
      ]
    }
  ]
}

Other examples:

• Simple rule: git.json
• OS version constraints (package names vary by OS version): libmysqlclient.json
• Pre-install steps (adding the EPEL repo on CentOS/RHEL): gdal.json
• Post-install steps (reconfiguring R for Java): java.json

JSON Fields

{
  "patterns": [...],
  "dependencies": [
    {
      "packages": [...],
      "constraints": [
        {
          "os": ...,
          "distribution": ...,
          "versions": [...]
        }
      ],
      "pre_install": [
        {
          "command": ...,
          "script": ...
        }
      ],
      "post_install": [
        {
          "command": ...,
          "script": ...
        }
      ]
    }
  ]
}

Top-level fields

Field	Type	Description
patterns	Array	Regular expressions to match SystemRequirements fields. Case-insensitive. Note that the escape character must be escaped itself (\\. to match a dot). Use word boundaries (\\b) for more accurate matches. Example: ["\\bgnu make\\b", "\\bgmake\\b"] to match GNU Make or gmake; OpenSSL
dependencies	Array	Rules for installing the dependency on one or more operating systems. See dependencies.

Dependencies

Field	Type	Description
packages	Array	Packages installed through the default system package manager (e.g. apt, yum, zypper). Examples: ["libxml2-dev"], ["tcl", "tk"]
constraints	Array	One or more operating system constraints. See constraints.
pre_install	Array	Optional commands or scripts to run before installing packages (e.g. adding a third-party repository). See pre/post-install actions.
post_install	Array	Optional commands or scripts to run after installing packages (e.g. cleaning up). See pre/post-install actions.

Constraints

Field	Type	Description
os	String	Operating system. Only "linux" is supported for now.
distribution	String	Linux distribution. One of "ubuntu", "debian", "centos", "redhat", "opensuse", "sle", "fedora"
versions	Array	Optional set of OS versions. If unspecified, the rule applies to all supported versions. See systems.json for supported values by OS. Example: ["24.04"] for Ubuntu.

Pre/post-install actions

Pre-install and post-install actions can be specified as either a command or script. Commands are preferred unless there's complicated logic involved.

Field	Type	Description
command	String	A shell command. Example: "dnf install -y epel-release"
script	String	A shell script found in the scripts directory. Example: "centos_epel.sh"

Adding a rule

A typical workflow for adding a new rule consists of:

1. Come up with regular expressions to match all R packages with the system dependency. See sysreqs.json for a sample list of CRAN packages and their SystemRequirements fields. Note that the applicable R packages don't have to be on CRAN; they can be on GitHub or other repositories, such as Bioconductor and rOpenSci.

2. Determine the system packages and any pre/post-install steps if needed. The more operating systems covered, the better, but it's fine if only some operating systems are covered.

   Useful resources for finding packages across different OSs:

   • https://pkgs.org
   • https://repology.org

   Or to search for packages on each OS:

   # Ubuntu/Debian
   apt-cache search <package-name>
   
   # CentOS/RHEL/Fedora
   yum search <package-name>
   
   # openSUSE/SLE
   zypper search <package-name>

3. Add the new rule as a rule-name.json file in the rules directory.

4. Run the schema tests and (optionally) the system package tests locally.

5. Submit a pull request.

Testing

Schema tests

To lint and validate rules against the schema, you'll need Node.js.

# Install dependencies
npm install

# Run the tests
npm test

To list R packages and system requirements matched by a rule:

# List matching system requirements for a rule
npm run test-patterns -- rules/libcurl.json --verbose

# List matching system requirements for all rules
npm run test-patterns-all -- --verbose

# Fail if a rule doesn't match any system requirements
npm run test-patterns-all -- --strict

To update the list of R packages and system requirements used for testing, run:

make update-sysreqs

System package tests

Docker images are provided to help validate system packages on supported OSs.

Available tags:

• focal (Ubuntu 20.04)
• jammy (Ubuntu 22.04)
• noble (Ubuntu 24.04)
• buster (Debian 10)
• bullseye (Debian 11)
• bookworm (Debian 12)
• sid (Debian unstable)
• centos7 (CentOS 7)
• centos8 (Rocky Linux 8)
• rockylinux9 (Rocky Linux 9)
• opensuse155 (openSUSE 15.5)
• fedora36 (Fedora 36)
• fedora37 (Fedora 37)
• fedora38 (Fedora 38)
• fedora39 (Fedora 39)

To build the images:

# Build a specific image (e.g. focal)
make build-focal

# Build all images
make build-all

To test the rules:

# Test a specific rule on an OS (e.g. focal)
make test-focal RULES=rules/libcurl.json

# Test a specific rule on all OSs
make test-all RULES=rules/libcurl.json

# Test all rules on all OSs
make test-all

Schema

The JSON schema is defined in the file schema.json. Do not modify this file directly, since it is automatically generated. Instead, modify schema.template.json and then run npm run generate-schema. The generate-schema target is automatically run when running npm test.

If you need to modify the distros and/or versions supported in the schema definitions, modify systems.json.

Acknowledgements

An earlier similar project maintained by R-Hub has been deprecated in 2024 in favor of this catalog.

Footnotes

1. Rocky Linux 8 is specified as centos8 for backward compatibility. CentOS 8 reached end of support on December 31, 2021. ↩