use std::future::Future;
use std::sync::Arc;
use tokio::sync::Semaphore;
use crate::aggregate_error::AggregateError;
pub trait ParallelConcurrency {
fn resolve(self) -> usize;
}
impl ParallelConcurrency for usize {
fn resolve(self) -> usize {
self.max(1)
}
}
impl ParallelConcurrency for () {
fn resolve(self) -> usize {
std::thread::available_parallelism()
.map(|n| n.get())
.unwrap_or(1)
}
}
pub async fn parallel_map<I, T, F, Fut, E, C>(
items: I,
concurrency: C,
f: F,
) -> Result<Vec<T>, AggregateError>
where
I: IntoIterator,
I::Item: Send + 'static,
T: Send + 'static,
F: Fn(I::Item) -> Fut + Send + Sync + 'static,
Fut: Future<Output = Result<T, E>> + Send + 'static,
E: std::error::Error + Send + Sync + 'static,
C: ParallelConcurrency,
{
let n = concurrency.resolve();
let items: Vec<I::Item> = items.into_iter().collect();
let sem = Arc::new(Semaphore::new(n));
let f = Arc::new(f);
let mut tasks = Vec::with_capacity(items.len());
for item in items {
let sem = Arc::clone(&sem);
let f = Arc::clone(&f);
tasks.push(tokio::spawn(async move {
let _permit = sem.acquire_owned().await.expect("semaphore closed");
f(item).await
}));
}
let mut results = Vec::with_capacity(tasks.len());
let mut errors = AggregateError::empty();
for handle in tasks {
match handle.await {
Ok(Ok(v)) => results.push(v),
Ok(Err(e)) => errors.push(Box::new(e)),
Err(join_err) => errors.push(Box::new(join_err)),
}
}
if errors.is_empty() {
Ok(results)
} else {
Err(errors)
}
}
pub async fn parallel_map_unordered<I, T, F, Fut, E, C>(
items: I,
concurrency: C,
f: F,
) -> Result<Vec<T>, AggregateError>
where
I: IntoIterator,
I::Item: Send + 'static,
T: Send + 'static,
F: Fn(I::Item) -> Fut + Send + Sync + 'static,
Fut: Future<Output = Result<T, E>> + Send + 'static,
E: std::error::Error + Send + Sync + 'static,
C: ParallelConcurrency,
{
let n = concurrency.resolve();
let items: Vec<I::Item> = items.into_iter().collect();
let sem = Arc::new(Semaphore::new(n));
let f = Arc::new(f);
let mut tasks = Vec::with_capacity(items.len());
for item in items {
let sem = Arc::clone(&sem);
let f = Arc::clone(&f);
tasks.push(tokio::spawn(async move {
let _permit = sem.acquire_owned().await.expect("semaphore closed");
f(item).await
}));
}
let mut results = Vec::with_capacity(tasks.len());
let mut errors = AggregateError::empty();
for handle in tasks {
match handle.await {
Ok(Ok(v)) => results.push(v),
Ok(Err(e)) => errors.push(Box::new(e)),
Err(join_err) => errors.push(Box::new(join_err)),
}
}
if errors.is_empty() {
Ok(results)
} else {
Err(errors)
}
}
pub async fn parallel_for_each<I, F, Fut, E, C>(
items: I,
concurrency: C,
f: F,
) -> Result<(), AggregateError>
where
I: IntoIterator + Send + 'static,
I::Item: Send + 'static,
I::IntoIter: Send,
F: Fn(I::Item) -> Fut + Send + Sync + 'static,
Fut: Future<Output = Result<(), E>> + Send + 'static,
E: std::error::Error + Send + Sync + 'static,
C: ParallelConcurrency,
{
use tokio::sync::{mpsc, Mutex};
let n = concurrency.resolve();
let (tx, rx) = mpsc::channel::<I::Item>(n * 2);
let f = Arc::new(f);
let sem = Arc::new(Semaphore::new(n));
tokio::spawn(async move {
let mut it = items.into_iter();
while let Some(item) = it.next() {
if tx.send(item).await.is_err() {
break; }
}
});
let rx = Arc::new(Mutex::new(rx));
let mut handles = Vec::with_capacity(n);
for _ in 0..n {
let rx = Arc::clone(&rx);
let f = Arc::clone(&f);
let sem = Arc::clone(&sem);
handles.push(tokio::spawn(async move {
loop {
let item = { rx.lock().await.recv().await };
match item {
Some(item) => {
let sem = Arc::clone(&sem);
let _permit = sem.acquire_owned().await.expect("semaphore closed");
let _ = f(item).await;
}
None => break,
}
}
}));
}
let mut errors = AggregateError::empty();
for h in handles {
match h.await {
Ok(()) => {}
Err(join_err) => errors.push(Box::new(join_err)),
}
}
if errors.is_empty() {
Ok(())
} else {
Err(errors)
}
}
#[cfg(test)]
mod tests {
use super::*;
#[tokio::test]
async fn maps_in_order_with_bounded_concurrency() {
let out = parallel_map(
vec![1, 2, 3, 4],
2,
|x: i32| async move { Ok::<_, std::io::Error>(x * 2) },
)
.await
.unwrap();
assert_eq!(out, vec![2, 4, 6, 8]);
}
#[tokio::test]
async fn aggregates_errors_from_failing_tasks() {
let out = parallel_map(
vec![1, 2, 3],
4,
|x: i32| async move {
if x == 2 {
Err(std::io::Error::new(std::io::ErrorKind::Other, "boom"))
} else {
Ok::<_, std::io::Error>(x)
}
},
)
.await;
assert!(out.is_err());
assert_eq!(out.unwrap_err().len(), 1);
}
#[tokio::test]
async fn empty_input_returns_empty() {
let out: Result<Vec<i32>, AggregateError> = parallel_map(
Vec::<i32>::new(),
4,
|x: i32| async move { Ok::<_, std::io::Error>(x) },
)
.await;
assert_eq!(out.unwrap(), vec![]);
}
#[tokio::test]
async fn for_each_processes_all_items() {
use std::sync::atomic::{AtomicUsize, Ordering};
let count = Arc::new(AtomicUsize::new(0));
let c = Arc::clone(&count);
let out = parallel_for_each(
vec![1_i32, 2, 3, 4, 5],
2,
move |_: i32| {
let c = Arc::clone(&c);
async move {
c.fetch_add(1, Ordering::SeqCst);
Ok::<_, std::io::Error>(())
}
},
)
.await;
assert!(out.is_ok());
assert_eq!(count.load(Ordering::SeqCst), 5);
}
}