Blog: Writing Rust NIFs for Elixir With Rustler

Niklas Long

Backend Engineer, author of Breethe API

@niklas_long

A Native Implemented Function is implemented in C (or Rust when using Rustler) and can be called from Elixir or Erlang just like any other function. It's the simplest and fastest way to run native code from Erlang but it does come with a caveat: a crash in a NIF can bring down the whole BEAM. This makes Rust a safer option than C for implementing NIFs as its type system and ownership model guarantee memory and thread-safety.

Rustler is a fantastic project built to make writing Rust NIFs a simple process; and the upcoming v0.22 release will provide a much cleaner syntax to do so. The library handles encoding and decoding Rust values into Erlang terms, catches Rust panics before they unwind to C and should make it impossible to crash the BEAM from a Rust NIF.

Getting started with Rustler

One of my first forays into Rust-implemented NIFs was while building a micro-library providing Base64 encoding and decoding, creatively named base64. It's utterly pointless as that functionality comes built-in to Elixir but I wanted to start with something simple. On the plus side, this meant I could easily compare the performance of the NIF version to the Elixir implementation which can be found in the Base module.

The library consists of two functions: encode/2 and decode/2 and it's using rust-base64 to do the heavy lifting in the NIFs. Let's walk through how this all works.

To get started, we need a new mix project with rustler installed as a dependency.

mix new base64
# add {:rustler, "~> 0.22-rc"} to mix.exs deps
mix deps.get
mix rustler.new
# follow rustler instructions

Let's explore the project's resulting structure (I've left out the usual Elixir files and directories and focused on lib and native):

.
├── lib
│   └── base64.ex
└── native
    └── base64_nif
        ├── Cargo.lock
        ├── Cargo.toml
        ├── README.md
        └── src
            └── lib.rs
  • lib will contain Elixir code (like any standard mix project).
  • base64.ex will contain the stubs to our NIFs. This is the Elixir module the NIF module will be registered to.
  • native will be home to the Rust code. In fact, a cargo package has been created within this directory (in this case named base64_nif).
  • lib.rs will contain the NIFs.

The Rust NIFs are compiled and linked into a shared library loaded by Erlang code at runtime. Elixir (or Erlang) implementations of the functions are also necessary. These are usually minimal stubs defining the name and arity of the NIFs and serve as fallback implementations if the NIFs aren't loaded. Let's start with the Elixir stubs.

# lib/base64.ex

defmodule Base64 do
  use Rustler, otp_app: :base64, crate: "base64_nif"

  @spec decode(binary, atom) :: binary
  def decode(_b64, _opt \\ :standard), do: error()

  @spec encode(binary, atom) :: binary
  def encode(_s, _opt \\ :standard), do: error()

  defp error(), do: :erlang.nif_error(:nif_not_loaded)
end

The first line is configuration and lets Rustler know what Rust crate to compile for the Elixir module.

As mentioned above, decode/2 and encode/2 don't actually implement any decoding or encoding; they simply call error/0 if the NIFs can't be found. However, the names and the arguments must match in both the Rust and Elixir implementations. Both functions take in a binary to be encoded or decoded and an atom for configuration as different character sets that can be used (url-safe, without padding, etc...). The default is fittingly set to :standard. The Rust NIFs are implemented as follows.

// native/base64_nif/src/lib.rs

use base64;
use rustler::Atom;

mod atoms {
    rustler::atoms! {
      crypt,
      imap_map7,
      standard,
      standard_no_pad,
      url_safe,
      url_safe_no_pad,
    }
}

#[rustler::nif]
pub fn decode(b64: String, opt: Atom) -> String {
    let config: base64::Config = match_config(opt);
    let bytes = base64::decode_config(b64, config).expect("decode failed: invalid b64");

    String::from_utf8(bytes).unwrap()
}

#[rustler::nif]
pub fn encode(s: String, opt: Atom) -> String {
    let config: base64::Config = match_config(opt);
    base64::encode_config(s.as_bytes(), config)
}

fn match_config(option: Atom) -> base64::Config {
    // omitted for brevity
}

rustler::init!("Elixir.Base64", [decode, encode]);

The last line is interesting: rustler::init is a procedural macro that allows the use of #[rustler::nif] to annotate functions to be wrapped as NIFs. It takes in the name of the Elixir module in which the stubs are defined (in this case "Elixir.Base64") and an array containing the names of the functions annotated as NIFs (in this case [decode, encode]). In short, this links everything together.

The use statements at the top of the file are importing the rust-base64 crate (base64) mentioned earlier, which we'll use for encoding and decoding, and the rustler::Atom type which allows us to represent an Elixir/Erlang atom in Rust. Both the rustler and base64 crates have been added to the Cargo.toml dependencies.

The rustler::atoms macro defines Rust functions that return Erlang atoms; in this case, the possible options for the encode/2 and decode/2 functions.

Finally, we come to the NIF definitions. The functions take in a String and a rustler::Atom, and return a String. This is consistent with the Elixir stubs, as are the names. In this case, the conversions between Rust values and Elixir terms are conveniently handled by Rustler. However, for more complex types, this may need to be implemented manually.

How does it compare to the Elixir implementation?

Rust is fast. Really fast. This was my set-up (using benchee):

Operating System: macOS
CPU Information: Intel(R) Core(TM) i5-4258U CPU @ 2.40GHz
Number of Available Cores: 4
Available memory: 16 GB
Elixir 1.10.2
Erlang 22.3.2

I used hello world as the short string and Sarah Kay’s poem B (If I Should Have a Daughter) as the longer string.

Decoding:

##### With input Bigger #####
Comparison:                    ips
Rust Nif decode           175.74 K
Elixir/Erlang decode        4.35 K - 40.37x slower +224.03 μs

##### With input Small #####
Comparison:                    ips
Rust Nif decode           953.17 K
Elixir/Erlang decode      555.63 K - 1.72x slower +0.75 μs

Encoding:

##### With input Bigger #####
Comparison:                    ips
Rust Nif encode           203.14 K
Elixir/Erlang encode        6.95 K - 29.23x slower +138.98 μs

##### With input Small #####
Comparison:                    ips
Rust Nif encode           941.14 K
Elixir/Erlang encode      615.62 K - 1.53x slower +0.56 μs

As the data to encode or decode becomes larger, the overhead of creating the NIFs becomes smaller and the gains in speed are impressive. These results were obtained with fairly small data and so the potential performance gains possible by leveraging Rust NIFs when dealing with CPU-intensive tasks are exciting.

I left out the memory usage comparisons but the Elixir/Erlang implementations used 3-5x more memory than the NIFs.

TL;DR: Rustler makes it easy to implement NIFs

Other than the #[rustler::nif] function annotations and the rustler::init call, nothing more is required to implement Rust NIFs with Rustler. The boilerplate and the complexities of translating Rust values to Erlang terms being handled by the library, there's little resistance to leveraging the power of Rust in Elixir/Erlang.

Continue Reading

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