50 releases (7 breaking)
0.8.1 | Nov 17, 2024 |
---|---|
0.7.2 | Oct 27, 2024 |
0.6.5 | Jul 2, 2024 |
0.4.1 | Mar 30, 2024 |
0.1.16 | Oct 16, 2023 |
#160 in Text processing
899 downloads per month
255KB
5K
SLoC
Savvy - A simple R extension interface using Rust
savvy is a simple R extension interface using Rust, like the
extendr framework. The name “savvy” comes
from the Japanese word “錆” (pronounced as sàbí
), which means “Rust”.
With savvy, you can automatically generate R functions from Rust code. This is an example of what a savvy-powered function would look like:
Rust
use savvy::savvy;
/// Convert to Upper-case
///
/// @param x A character vector.
/// @export
#[savvy]
fn to_upper(x: StringSexp) -> savvy::Result<savvy::Sexp> {
// Use `Owned{type}Sexp` to allocate an R vector for output.
let mut out = OwnedStringSexp::new(x.len())?;
for (i, e) in x.iter().enumerate() {
// To Rust, missing value is an ordinary value. In `&str`'s case, it's just "NA".
// You have to use `.is_na()` method to distinguish the missing value.
if e.is_na() {
// Set the i-th element to NA
out.set_na(i)?;
continue;
}
let e_upper = e.to_uppercase();
out.set_elt(i, e_upper.as_str())?;
}
out.into()
}
R
to_upper(c("a", "b", "c"))
#> [1] "A" "B" "C"
Documents
- user guide
- savvy 入門 (Japanese)
Contributing
Examples
A toy example R package can be found in R-package/
directory.
Savvy is used in the following R packages:
Thanks
Savvy is not quite unique. This project is made possible by heavily taking inspiration from other great projects:
- The basic idea is of course based on extendr. Savvy would not exist without extendr.
- cpp11’s “writable” concept influenced the design a lot. Also, I learned a lot from the great implementation such as the protection mechanism.
- PyO3 made me realize that the FFI crate doesn’t need to be a “sys” crate.
Dependencies
~0.3–1.2MB
~27K SLoC