GitHub - cksac/dataloader-rs: Rust implementation of Facebook's DataLoader using async-await. (original) (raw)

Dataloader

Rust implementation of Facebook's DataLoader using async-await.

Documentation

Features

• Batching load requests with caching
• Batching load requests without caching

Usage

Switching runtime, by using cargo features

• runtime-async-std (default), to use the async-std runtime
  • dataloader = "0.18"
• runtime-tokio to use the Tokio runtime
  • dataloader = { version = "0.18", default-features = false, features = ["runtime-tokio"]}

Add to your Cargo.toml:

[dependencies] dataloader = "0.18" futures = "0.3"

Example:

use dataloader::cached::Loader; use dataloader::BatchFn; use futures::executor::block_on; use futures::future::ready; use std::collections::HashMap; use std::thread;

struct MyLoadFn;

impl BatchFn<usize, usize> for MyLoadFn { async fn load(&mut self, keys: &[usize]) -> HashMap<usize, usize> { println!("BatchFn load keys {:?}", keys); let ret = keys.iter() .map(|v| (v.clone(), v.clone())) .collect::<HashMap<_, _>>(); ready(ret).await } }

fn main() { let mut i = 0; while i < 2 { let a = MyLoadFn; let loader = Loader::new(a).with_max_batch_size(4);

    let l1 = loader.clone();
    let h1 = thread::spawn(move || {
        let r1 = l1.load(1);
        let r2 = l1.load(2);
        let r3 = l1.load(3);

        let r4 = l1.load_many(vec![2, 3, 4, 5, 6, 7, 8]);
        let f = futures::future::join4(r1, r2, r3, r4);
        println!("{:?}", block_on(f));
    });

    let l2 = loader.clone();
    let h2 = thread::spawn(move || {
        let r1 = l2.load(1);
        let r2 = l2.load(2);
        let r3 = l2.load(3);
        let r4 = l2.load(4);
        let f = futures::future::join4(r1, r2, r3, r4);
        println!("{:?}", block_on(f));
    });

    h1.join().unwrap();
    h2.join().unwrap();
    i += 1;
}

}

LICENSE

This project is licensed under either of

• Apache License, Version 2.0, (LICENSE-APACHE orhttp://www.apache.org/licenses/LICENSE-2.0)
• MIT license (LICENSE-MIT orhttp://opensource.org/licenses/MIT)

at your option.