Background task processing in rust using apalis and postgres
- Reliable job queue using Postgres as the backend.
- Multiple storage types: standard polling and
triggerbased storages. - Custom codecs for serializing/deserializing job arguments as bytes.
- Heartbeat and orphaned job re-enqueueing for robust task processing.
- Integration with
apalisworkers and middleware.
- [
PostgresStorage]: Standard polling-based storage. - [
PostgresStorageWithListener]: Event-driven storage using PostgresNOTIFYfor low-latency job fetching. - [
SharedPostgresStorage]: Shared storage for multiple job types, uses PostgresNOTIFY.
The naming is designed to clearly indicate the storage mechanism and its capabilities, but under the hood the result is the PostgresStorage struct with different configurations.
#[tokio::main]
async fn main() {
let pool = PgPool::connect(env!("DATABASE_URL").unwrap()).await.unwrap();
PostgresStorage::setup(&pool).await.unwrap();
let mut backend = PostgresStorage::new(&pool);
let mut start = 0;
let mut items = stream::repeat_with(move || {
start += 1;
let task = Task::builder(start)
.run_after(Duration::from_secs(1))
.with_ctx(SqlContext::new().with_priority(1))
.build();
Ok(task)
})
.take(10);
backend.send_all(&mut items).await.unwrap();
async fn send_reminder(item: usize, wrk: WorkerContext) -> Result<(), BoxDynError> {
Ok(())
}
let worker = WorkerBuilder::new("worker-1")
.backend(backend)
.build(send_reminder);
worker.run().await.unwrap();
}#[tokio::main]
async fn main() {
let pool = PostgresPool::connect(env!("DATABASE_URL").unwrap()).await.unwrap();
PostgresStorage::setup(&pool).await.unwrap();
let lazy_strategy = StrategyBuilder::new()
.apply(IntervalStrategy::new(Duration::from_secs(5)))
.build();
let config = Config::new("queue")
.with_poll_interval(lazy_strategy)
.set_buffer_size(5);
let backend = PostgresStorage::new_with_notify(&pool, &config).await;
tokio::spawn({
let pool = pool.clone();
let config = config.clone();
async move {
tokio::time::sleep(Duration::from_secs(2)).await;
let mut start = 0;
let items = stream::repeat_with(move || {
start += 1;
Task::builder(serde_json::to_vec(&start).unwrap())
.run_after(Duration::from_secs(1))
.with_ctx(SqlContext::new().with_priority(start))
.build()
})
.take(20)
.collect::<Vec<_>>()
.await;
apalis_postgres::sink::push_tasks(pool, config, items).await.unwrap();
}
});
async fn send_reminder(item: usize, wrk: WorkerContext) -> Result<(), BoxDynError> {
Ok(())
}
let worker = WorkerBuilder::new("worker-2")
.backend(backend)
.build(send_reminder);
worker.run().await.unwrap();
}#[tokio::main]
async fn main() {
let workflow = WorkFlow::new("odd-numbers-workflow")
.then(|a: usize| async move {
Ok::<_, WorkflowError>((0..=a).collect::<Vec<_>>())
})
.filter_map(|x| async move {
if x % 2 != 0 { Some(x) } else { None }
})
.filter_map(|x| async move {
if x % 3 != 0 { Some(x) } else { None }
})
.filter_map(|x| async move {
if x % 5 != 0 { Some(x) } else { None }
})
.delay_for(Duration::from_millis(1000))
.then(|a: Vec<usize>| async move {
println!("Sum: {}", a.iter().sum::<usize>());
Ok::<(), WorkflowError>(())
});
let pool = PostgresPool::connect(env!("DATABASE_URL")).await.unwrap();
PostgresStorage::setup(&pool).await.unwrap();
let mut backend = PostgresStorage::new_in_queue(&pool, "test-workflow");
backend.push(100usize).await.unwrap();
let worker = WorkerBuilder::new("rango-tango")
.backend(backend)
.on_event(|ctx, ev| {
println!("On Event = {:?}", ev);
if matches!(ev, Event::Error(_)) {
ctx.stop().unwrap();
}
})
.build(workflow);
worker.run().await.unwrap();
}This shows an example of multiple backends using the same connection. This can improve performance if you have many types of jobs.
#[tokio::main]
async fn main() {
let pool = PgPool::connect(env!("DATABASE_URL"))
.await
.unwrap();
let mut store = SharedPostgresStorage::new(pool);
let mut map_store = store.make_shared().unwrap();
let mut int_store = store.make_shared().unwrap();
map_store
.push_stream(&mut stream::iter(vec![HashMap::<String, String>::new()]))
.await
.unwrap();
int_store.push(99).await.unwrap();
async fn send_reminder<T, I>(
_: T,
task_id: TaskId<I>,
wrk: WorkerContext,
) -> Result<(), BoxDynError> {
tokio::time::sleep(Duration::from_secs(2)).await;
wrk.stop().unwrap();
Ok(())
}
let int_worker = WorkerBuilder::new("rango-tango-2")
.backend(int_store)
.build(send_reminder);
let map_worker = WorkerBuilder::new("rango-tango-1")
.backend(map_store)
.build(send_reminder);
tokio::try_join!(int_worker.run(), map_worker.run()).unwrap();
}You can track your jobs using apalis-board.

Licensed under either of Apache License, Version 2.0 or MIT license at your option.