Skip to content
/ faq Public

Tips for publishing R packages with Rust code on CRAN

Notifications You must be signed in to change notification settings

r-rust/faq

Folders and files

NameName
Last commit message
Last commit date

Latest commit

 

History

8 Commits
 
 

Repository files navigation

Publishing R packages with Rust code on CRAN

As of November 2022, CRAN has rustc toolchains available on the platforms that it enforces. Some tips to publish your package on CRAN (or elsewhere).

Does CRAN allow packages that use rust / cargo?

It is a bit complicated, because CRAN policy is designed for R packages with C/C++/Fortran code that link to libs available on Linux via e.g. apt/yum. However Rust has its own package ecosystem "cargo", which creates a bit of ambiguity. But generally CRAN seems not opposed to packages with Rust code, if they follow the rules.

In recent discussions on the mailing list, the MacOS maintainer states that CRAN servers have rustc compilers, and packages should make sure to detect them properly. Later in the thread he also makes it clear that the CRAN maintainers have themselves no interest in Rust, and it is up to the community to establish best practices.

Update (July 2023)

CRAN now has some explicit Rust guidelines: https://cran.r-project.org/web/packages/using_rust.html

How to setup the package

The most simple example is the hellorust package: a template with a minimal setup to call Rust code from R without any frameworks. This includes basic examples of importing cargo dependencies, spawning threads and passing numbers or strings from Rust to R. The GitHub repository shows how to configure CI. A real world use case of this approach is the gifski package (also on CRAN).

More complex examples are available in the extendr project. The benefit of extendr is that it provides a rust api to work with R objects in the rust code, and a framework to automatically generate bindings. The helloextendr R package shows how to use it.

Which cargo / rustc version to target?

Try to make your package work with a range of rustc versions. Sometimes this means that you need to pin older versions of dependencies in your Cargo.lock file.

On Linux, CRAN uses cargo/rustc versions that ship with the OS distribution, which is usually not the very latest release. On Debian, CRAN uses the debian-testing branch and you can find version info here:

The current version of cargo/rustc on Fedora can be found here:

However, some of your users may actually be running Ubuntu/RHEL LTS platforms, which have even older versions of rust. Remember that many R users are on shared servers and don't have permissions to install/upgrade rustc. Hence try to be convervative in assuming the latest dependencies / rust features in your package.

They say Rust is installed, but cargo cannot be found in PATH?

This might happen on UNIX-alike platforms. PATH is typically configured in the shell's startup scripts like .bash_profile and .zprofile, but it seems these scripts might not be loaded in some cases. In order to address this, you should either add $HOME/.cargo/bin to PATH (example) or source $HOME/.cargo/env, if it's available, before executing cargo command.

How to avoid writing in HOME

CRAN has a policy:

packages should not write in the user’s home filespace (including clipboards), nor anywhere else on the file system apart from the R session’s temporary directory

On most systems, the default cargo configuration keeps a cache in ~/.cargo, which can be changed by setting the CARGO_HOME envvar when invoking cargo. The hellorust package does this in the Makevars file.

Personally I think it would be better if CRAN could set a global CARGO_HOME on their end, because it is actually not the R package, but the local cargo config that causes writing in the user home dir. However Kurt did not agree, so we set CARGO_HOME in the R package to comply with the policy.

Should I mention authors of 3rd party cargo crates in the description/license?

Generally speaking, the R package description and license files (that are included with every source package) should declare authorship and copyright of all source code that is contained within this source package. Hence, if you copied any material authored by other people in a package that you submit to CRAN, you must mention those people and the copyright in the description, because CRAN hosts this material on their servers.

I don't think the package description should name authors of 3rd party things which your package depends on, or links to, if that source code is not included with the source package that is on hosted CRAN. This is not a legal statement of any kind, but simply about labeling what is actually in the box.

If you vendor the full rust code in your R package, you must name authors of all cargo dependencies. Because there can be many, the best way to do this by creating an AUTHORS file in your R package inst folder. The hellorust package has a script that automatically generates the inst/AUTHORS file from cargo metadata when building the R source package. See also: https://github.com/r-rust/hellorust#vendoring

Does rust support Windows on ARM64 (aarch64)

As of writing (October 2023), the aarch64-pc-windows-gnullvm target has tier-3 status and is not yet supported in the standard rustup distribution. If you install the standard rustup toolchain on Windows it will produce x86_64 binaries, even on ARM64, so that won't work.

However msys2 has been shipping arm64 rust toolchains for a while, and they work great. Hence, one way to test your Rust packages on arm64-windows is to install rust using pacman in rtools44 or msys2:

pacman -Sy mingw-w64-clang-aarch64-rust

This will install cargo/rust into C:\msys64\clangarm64\bin or in C:\rtools44-aarch64\clangarm64\bin if you used msys2 from rtools44. To use this toolchain in R, we need to put this directory on the PATH, for example using your ~/.Renviron file:

## Upstream msys2:
## PATH="c:\msys64\clangarm64\bin;${PATH}"

## Rtools44 msys2 
PATH="${RTOOLS44_AARCH64_HOME}\\clangarm64\\bin;${PATH}"

If you previously have installed rust via rustup, you might have to remove this first (rustup self uninstall), because many packages automatically put $(USERPROFILE)\.cargo\bin on the PATH, and as said, this toolchain does not support aarch64 targets.

You can test it by installing the hellorust R package:

install.packages("hellorust")

About

Tips for publishing R packages with Rust code on CRAN

Resources

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published