Installation details

The polars package can be installed from R-universe or GitHub.

Some platforms can install pre-compiled binaries, and others will need to build from source.

How to install

From GitHub releases

Binary packages for the amd64 architecture are available.

Linux (x86_64)

install.packages(
  "https://github.com/pola-rs/r-polars/releases/latest/download/polars__x86_64-pc-linux-gnu.gz",
  repos = NULL
)

Windows (x86_64)

install.packages(
  "https://github.com/pola-rs/r-polars/releases/latest/download/polars.zip",
  repos = NULL
)

macOS (x86_64, a.k.a. Intel)

install.packages(
  "https://github.com/pola-rs/r-polars/releases/latest/download/polars__x86_64-apple-darwin20.tgz",
  repos = NULL
)

macOS (aarch64, a.k.a. Apple Silicon)

install.packages(
  "https://github.com/pola-rs/r-polars/releases/latest/download/polars__aarch64-apple-darwin20.tgz",
  repos = NULL
)

From GitHub commits

Installing from GitHub commits or GitHub releases can be done using the {remotes} package’s functions.

For example, installing the version 0.9.0 from the GitHub release.

Sys.setenv(NOT_CRAN = "true") # Enable installation with pre-built Rust library binary, or enable Rust caching
remotes::install_github("pola-rs/[email protected]")

Details of installation

Pre-built Rust library binaries

If one of the following environment variables is set, a pre-built Rust library binary will be tried to be used before building the Rust source.

  • NOT_CRAN="true"
  • MY_UNIVERSE is not empty (This environment variable is set by R-universe)
  • LIBR_POLARS_BUILD="false" (This is prioritized, so if you want to force a source build, set LIBR_POLARS_BUILD="true")

By default, the pre-built Rust library binary is downloaded from the URL recorded in tools/lib-sums.tsv. If tools/lib-sums.tsv does not exist, or the corresponding URL does not exist, or the hash of the downloaded file does not match the recorded one, it falls back to building from source.

If you want to use a pre-built Rust library binary that exists locally, set the LIBR_POLARS_PATH environment variable to the path to the binary. For example (on Bash):

export LIBR_POLARS_BUILD="false"
export LIBR_POLARS_PATH="/tmp/libr_polars.a"
Rscript -e 'install.packages("polars", repos = "https://community.r-multiverse.org", type = "source")'

Rust build time options

r-polars Rust library has some feature flags that affect the R package features. These flags are set at compile time, and cannot be changed at runtime.

The features enabled in the compiled Rust library are shown by the polars_info() function.

library(polars)
polars_info()
#> Polars R package version : 0.21.0
#> Rust Polars crate version: 0.44.2
#> 
#> Thread pool size: 4 
#> 
#> Features:                               
#> default                    TRUE
#> full_features              TRUE
#> disable_limit_max_threads  TRUE
#> nightly                    TRUE
#> sql                        TRUE
#> rpolars_debug_print       FALSE
#> 
#> Code completion: deactivated

At this time, the following environment variables can be used to change the Rust library build time options.

Features

The feature flags can be set by the LIBR_POLARS_FEATURES environment variable. For example, to enable the full_features feature, set the environment variable as like LIBR_POLARS_FEATURES="full_features".

Currently full_features would work as a combination of the following features.

  • The default feature
    • sql for enable pl$SQLContext().
  • Features for CRAN compatibility
    • disable_limit_max_threads, this feature disables the automatic limit of the maximum number of threads to 2 for CRAN compatibility, and the maximum number of threads is used by default. See ?pl_thread_pool_size for details.
  • Features for nightly toolchain
    • nightly for nightly toolchain features and SIMD.

Note that nightly features requires the Rust nightly toolchain nightly-2024-10-28.

Profile

The profile can be set by the LIBR_POLARS_PROFILE environment variable. For example, to build with more optimization, set the environment variable as like LIBR_POLARS_PROFILE="release-optimized".

Minimum Supported Rust Version (MSRV)

The minimum supported Rust version (MSRV) is declared in the src/rust/Cargo.toml file’s package.rust-version field.

This MSRV is for the default features. For other features, the nightly Rust toolchain is required.