use std::{
collections::BinaryHeap,
sync::{Arc, atomic},
};
use rayon::prelude::*;
use crate::utils::heap::HeapItem;
pub struct ParMap<T, I, F> {
iter: Option<I>,
map_op: Option<F>,
rx: Option<std::sync::mpsc::Receiver<(usize, T)>>,
done: Arc<atomic::AtomicBool>,
heap: BinaryHeap<HeapItem<T>>,
next: usize,
}
impl<T, I, F> ParMap<T, I, F>
where
T: Send + 'static,
I: Iterator + Send + 'static,
I::Item: Send,
F: Fn(I::Item) -> T + Send + Sync + 'static,
{
#[inline]
pub(crate) fn new(iter: I, map_op: F) -> Self {
ParMap {
iter: Some(iter),
map_op: Some(map_op),
rx: None,
done: Arc::new(atomic::AtomicBool::new(false)),
heap: BinaryHeap::new(),
next: 0,
}
}
#[inline]
fn start(&mut self) {
if self.iter.is_none() || self.map_op.is_none() {
return;
}
if let Some(iter) = self.iter.take() {
if let Some(map_op) = self.map_op.take() {
let buffer = rayon::current_num_threads();
let (tx, rx) = std::sync::mpsc::sync_channel(buffer);
self.rx = Some(rx);
let done = self.done.clone();
let op = move || {
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))));
};
if let Ok(pool) = rayon::ThreadPoolBuilder::new().num_threads(buffer).build() {
pool.spawn(op);
} else {
rayon::spawn(op);
}
}
}
}
}
impl<T, I, F> Iterator for ParMap<T, I, F>
where
T: Send + 'static,
I: Iterator + Send + 'static,
I::Item: Send,
F: Fn(I::Item) -> T + Send + Sync + 'static,
{
type Item = T;
fn next(&mut self) -> Option<Self::Item> {
self.start();
if let Some(HeapItem(i, _)) = self.heap.peek() {
if *i == self.next {
self.next += 1;
return self.heap.pop().map(|HeapItem(_, item)| item);
}
}
if let Some(rx) = self.rx.as_ref() {
while let Ok((i, item)) = 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>) {
if let Some(iter) = self.iter.as_ref() {
return iter.size_hint();
} else {
return (0, None);
}
}
}
impl<T, I, F> Drop for ParMap<T, I, F> {
fn drop(&mut self) {
self.done.store(true, atomic::Ordering::Relaxed);
}
}
pub trait ParallelMap: Iterator {
fn par_map<T, F>(self, map_op: F) -> impl Iterator<Item = 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,
{
fn par_map<T, F>(self, map_op: F) -> impl Iterator<Item = 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);
}
}