use std::{
collections::BinaryHeap,
sync::{Arc, atomic},
};
use rayon::prelude::*;
use crate::utils::{heap::HeapItem, oneshot};
pub struct ParMap<T> {
done: Arc<atomic::AtomicBool>,
heap: BinaryHeap<HeapItem<T>>,
next: usize,
rx: std::sync::mpsc::Receiver<(usize, T)>,
start: Option<oneshot::Sender<bool>>,
size_hint: (usize, Option<usize>),
}
impl<T> ParMap<T>
where
T: Send + 'static,
{
#[inline]
pub(crate) fn new<I, F>(iter: I, map_op: F) -> Self
where
I: Iterator + Send + 'static,
I::Item: Send,
F: Fn(I::Item) -> T + Send + Sync + 'static,
{
let size_hint = iter.size_hint();
let buffer = rayon::current_num_threads();
let (tx, rx) = std::sync::mpsc::sync_channel(buffer);
let (start_tx, start_rx) = oneshot::channel();
let done = Arc::new(atomic::AtomicBool::new(false));
rayon::spawn({
let done = done.clone();
move || {
if let Ok(true) = start_rx.recv() {
let _ = iter
.take_while(|_| !done.load(atomic::Ordering::Relaxed))
.enumerate()
.par_bridge()
.try_for_each_with(tx, |tx, (i, item)| tx.send((i, map_op(item))));
}
}
});
ParMap {
done,
heap: BinaryHeap::new(),
next: 0,
rx,
start: Some(start_tx),
size_hint,
}
}
}
impl<T> Iterator for ParMap<T> {
type Item = T;
fn next(&mut self) -> Option<Self::Item> {
if let Some(tx) = self.start.take() {
if tx.send(true).is_err() {
return None;
}
}
if let Some(HeapItem(i, _)) = self.heap.peek() {
if *i == self.next {
self.next += 1;
return self.heap.pop().map(|HeapItem(_, item)| item);
}
}
while let Ok((i, item)) = self.rx.recv() {
if i == self.next {
self.next += 1;
return Some(item);
} else {
self.heap.push(HeapItem(i, item));
}
}
None
}
fn size_hint(&self) -> (usize, Option<usize>) {
(
self.size_hint.0.saturating_sub(self.next),
self.size_hint.1.map(|x| x.saturating_sub(self.next)),
)
}
}
impl<T> Drop for ParMap<T> {
fn drop(&mut self) {
if let Some(tx) = self.start.take() {
let _ = tx.send(false);
} else {
self.done.store(true, atomic::Ordering::Relaxed);
}
}
}
pub trait ParallelMap {
type Item;
fn par_map<T, F>(self, map_op: F) -> ParMap<T>
where
F: Fn(Self::Item) -> T + Send + Sync + 'static,
T: Send + 'static;
}
impl<I> ParallelMap for I
where
I: Iterator + Send + 'static,
I::Item: Send,
{
type Item = I::Item;
fn par_map<T, F>(self, map_op: F) -> ParMap<T>
where
F: Fn(Self::Item) -> T + Send + Sync + 'static,
T: Send + 'static,
{
ParMap::new(self, map_op)
}
}
#[cfg(test)]
mod tests {
use super::*;
#[test]
fn test_par_map() {
let v = vec![1, 2, 3, 4, 5];
let mut iter = v.into_iter().par_map(|i| i * 2);
assert_eq!(iter.next(), Some(2));
assert_eq!(iter.next(), Some(4));
assert_eq!(iter.next(), Some(6));
assert_eq!(iter.next(), Some(8));
assert_eq!(iter.next(), Some(10));
assert_eq!(iter.next(), None);
}
}