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authorValentin Popov <valentin@popov.link>2024-01-08 00:21:28 +0300
committerValentin Popov <valentin@popov.link>2024-01-08 00:21:28 +0300
commit1b6a04ca5504955c571d1c97504fb45ea0befee4 (patch)
tree7579f518b23313e8a9748a88ab6173d5e030b227 /vendor/rayon/src/iter/test.rs
parent5ecd8cf2cba827454317368b68571df0d13d7842 (diff)
downloadfparkan-1b6a04ca5504955c571d1c97504fb45ea0befee4.tar.xz
fparkan-1b6a04ca5504955c571d1c97504fb45ea0befee4.zip
Initial vendor packages
Signed-off-by: Valentin Popov <valentin@popov.link>
Diffstat (limited to 'vendor/rayon/src/iter/test.rs')
-rw-r--r--vendor/rayon/src/iter/test.rs2188
1 files changed, 2188 insertions, 0 deletions
diff --git a/vendor/rayon/src/iter/test.rs b/vendor/rayon/src/iter/test.rs
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+use std::sync::atomic::{AtomicUsize, Ordering};
+
+use super::*;
+use crate::prelude::*;
+use rayon_core::*;
+
+use rand::distributions::Standard;
+use rand::{Rng, SeedableRng};
+use rand_xorshift::XorShiftRng;
+use std::collections::LinkedList;
+use std::collections::{BTreeMap, BTreeSet, HashMap, HashSet};
+use std::collections::{BinaryHeap, VecDeque};
+use std::f64;
+use std::fmt::Debug;
+use std::sync::mpsc;
+use std::usize;
+
+fn is_indexed<T: IndexedParallelIterator>(_: T) {}
+
+fn seeded_rng() -> XorShiftRng {
+ let mut seed = <XorShiftRng as SeedableRng>::Seed::default();
+ (0..).zip(seed.as_mut()).for_each(|(i, x)| *x = i);
+ XorShiftRng::from_seed(seed)
+}
+
+#[test]
+fn execute() {
+ let a: Vec<i32> = (0..1024).collect();
+ let mut b = vec![];
+ a.par_iter().map(|&i| i + 1).collect_into_vec(&mut b);
+ let c: Vec<i32> = (0..1024).map(|i| i + 1).collect();
+ assert_eq!(b, c);
+}
+
+#[test]
+fn execute_cloned() {
+ let a: Vec<i32> = (0..1024).collect();
+ let mut b: Vec<i32> = vec![];
+ a.par_iter().cloned().collect_into_vec(&mut b);
+ let c: Vec<i32> = (0..1024).collect();
+ assert_eq!(b, c);
+}
+
+#[test]
+fn execute_range() {
+ let a = 0i32..1024;
+ let mut b = vec![];
+ a.into_par_iter().map(|i| i + 1).collect_into_vec(&mut b);
+ let c: Vec<i32> = (0..1024).map(|i| i + 1).collect();
+ assert_eq!(b, c);
+}
+
+#[test]
+fn execute_unindexed_range() {
+ let a = 0i64..1024;
+ let b: LinkedList<i64> = a.into_par_iter().map(|i| i + 1).collect();
+ let c: LinkedList<i64> = (0..1024).map(|i| i + 1).collect();
+ assert_eq!(b, c);
+}
+
+#[test]
+fn execute_pseudo_indexed_range() {
+ use std::i128::MAX;
+ let range = MAX - 1024..MAX;
+
+ // Given `Some` length, collecting `Vec` will try to act indexed.
+ let a = range.clone().into_par_iter();
+ assert_eq!(a.opt_len(), Some(1024));
+
+ let b: Vec<i128> = a.map(|i| i + 1).collect();
+ let c: Vec<i128> = range.map(|i| i + 1).collect();
+ assert_eq!(b, c);
+}
+
+#[test]
+fn check_map_indexed() {
+ let a = [1, 2, 3];
+ is_indexed(a.par_iter().map(|x| x));
+}
+
+#[test]
+fn map_sum() {
+ let a: Vec<i32> = (0..1024).collect();
+ let r1: i32 = a.par_iter().map(|&i| i + 1).sum();
+ let r2 = a.iter().map(|&i| i + 1).sum();
+ assert_eq!(r1, r2);
+}
+
+#[test]
+fn map_reduce() {
+ let a: Vec<i32> = (0..1024).collect();
+ let r1 = a.par_iter().map(|&i| i + 1).reduce(|| 0, |i, j| i + j);
+ let r2 = a.iter().map(|&i| i + 1).sum();
+ assert_eq!(r1, r2);
+}
+
+#[test]
+fn map_reduce_with() {
+ let a: Vec<i32> = (0..1024).collect();
+ let r1 = a.par_iter().map(|&i| i + 1).reduce_with(|i, j| i + j);
+ let r2 = a.iter().map(|&i| i + 1).sum();
+ assert_eq!(r1, Some(r2));
+}
+
+#[test]
+fn fold_map_reduce() {
+ // Kind of a weird test, but it demonstrates various
+ // transformations that are taking place. Relies on
+ // `with_max_len(1).fold()` being equivalent to `map()`.
+ //
+ // Take each number from 0 to 32 and fold them by appending to a
+ // vector. Because of `with_max_len(1)`, this will produce 32 vectors,
+ // each with one item. We then collect all of these into an
+ // individual vector by mapping each into their own vector (so we
+ // have Vec<Vec<i32>>) and then reducing those into a single
+ // vector.
+ let r1 = (0_i32..32)
+ .into_par_iter()
+ .with_max_len(1)
+ .fold(Vec::new, |mut v, e| {
+ v.push(e);
+ v
+ })
+ .map(|v| vec![v])
+ .reduce_with(|mut v_a, v_b| {
+ v_a.extend(v_b);
+ v_a
+ });
+ assert_eq!(
+ r1,
+ Some(vec![
+ vec![0],
+ vec![1],
+ vec![2],
+ vec![3],
+ vec![4],
+ vec![5],
+ vec![6],
+ vec![7],
+ vec![8],
+ vec![9],
+ vec![10],
+ vec![11],
+ vec![12],
+ vec![13],
+ vec![14],
+ vec![15],
+ vec![16],
+ vec![17],
+ vec![18],
+ vec![19],
+ vec![20],
+ vec![21],
+ vec![22],
+ vec![23],
+ vec![24],
+ vec![25],
+ vec![26],
+ vec![27],
+ vec![28],
+ vec![29],
+ vec![30],
+ vec![31]
+ ])
+ );
+}
+
+#[test]
+fn fold_is_full() {
+ let counter = AtomicUsize::new(0);
+ let a = (0_i32..2048)
+ .into_par_iter()
+ .inspect(|_| {
+ counter.fetch_add(1, Ordering::SeqCst);
+ })
+ .fold(|| 0, |a, b| a + b)
+ .find_any(|_| true);
+ assert!(a.is_some());
+ assert!(counter.load(Ordering::SeqCst) < 2048); // should not have visited every single one
+}
+
+#[test]
+fn check_step_by() {
+ let a: Vec<i32> = (0..1024).step_by(2).collect();
+ let b: Vec<i32> = (0..1024).into_par_iter().step_by(2).collect();
+
+ assert_eq!(a, b);
+}
+
+#[test]
+fn check_step_by_unaligned() {
+ let a: Vec<i32> = (0..1029).step_by(10).collect();
+ let b: Vec<i32> = (0..1029).into_par_iter().step_by(10).collect();
+
+ assert_eq!(a, b)
+}
+
+#[test]
+fn check_step_by_rev() {
+ let a: Vec<i32> = (0..1024).step_by(2).rev().collect();
+ let b: Vec<i32> = (0..1024).into_par_iter().step_by(2).rev().collect();
+
+ assert_eq!(a, b);
+}
+
+#[test]
+fn check_enumerate() {
+ let a: Vec<usize> = (0..1024).rev().collect();
+
+ let mut b = vec![];
+ a.par_iter()
+ .enumerate()
+ .map(|(i, &x)| i + x)
+ .collect_into_vec(&mut b);
+ assert!(b.iter().all(|&x| x == a.len() - 1));
+}
+
+#[test]
+fn check_enumerate_rev() {
+ let a: Vec<usize> = (0..1024).rev().collect();
+
+ let mut b = vec![];
+ a.par_iter()
+ .enumerate()
+ .rev()
+ .map(|(i, &x)| i + x)
+ .collect_into_vec(&mut b);
+ assert!(b.iter().all(|&x| x == a.len() - 1));
+}
+
+#[test]
+fn check_indices_after_enumerate_split() {
+ let a: Vec<i32> = (0..1024).collect();
+ a.par_iter().enumerate().with_producer(WithProducer);
+
+ struct WithProducer;
+ impl<'a> ProducerCallback<(usize, &'a i32)> for WithProducer {
+ type Output = ();
+ fn callback<P>(self, producer: P)
+ where
+ P: Producer<Item = (usize, &'a i32)>,
+ {
+ let (a, b) = producer.split_at(512);
+ for ((index, value), trusted_index) in a.into_iter().zip(0..) {
+ assert_eq!(index, trusted_index);
+ assert_eq!(index, *value as usize);
+ }
+ for ((index, value), trusted_index) in b.into_iter().zip(512..) {
+ assert_eq!(index, trusted_index);
+ assert_eq!(index, *value as usize);
+ }
+ }
+ }
+}
+
+#[test]
+fn check_increment() {
+ let mut a: Vec<usize> = (0..1024).rev().collect();
+
+ a.par_iter_mut().enumerate().for_each(|(i, v)| *v += i);
+
+ assert!(a.iter().all(|&x| x == a.len() - 1));
+}
+
+#[test]
+fn check_skip() {
+ let a: Vec<usize> = (0..1024).collect();
+
+ let mut v1 = Vec::new();
+ a.par_iter().skip(16).collect_into_vec(&mut v1);
+ let v2 = a.iter().skip(16).collect::<Vec<_>>();
+ assert_eq!(v1, v2);
+
+ let mut v1 = Vec::new();
+ a.par_iter().skip(2048).collect_into_vec(&mut v1);
+ let v2 = a.iter().skip(2048).collect::<Vec<_>>();
+ assert_eq!(v1, v2);
+
+ let mut v1 = Vec::new();
+ a.par_iter().skip(0).collect_into_vec(&mut v1);
+ let v2 = a.iter().skip(0).collect::<Vec<_>>();
+ assert_eq!(v1, v2);
+
+ // Check that the skipped elements side effects are executed
+ use std::sync::atomic::{AtomicUsize, Ordering};
+ let num = AtomicUsize::new(0);
+ a.par_iter()
+ .map(|&n| num.fetch_add(n, Ordering::Relaxed))
+ .skip(512)
+ .count();
+ assert_eq!(num.load(Ordering::Relaxed), a.iter().sum::<usize>());
+}
+
+#[test]
+fn check_take() {
+ let a: Vec<usize> = (0..1024).collect();
+
+ let mut v1 = Vec::new();
+ a.par_iter().take(16).collect_into_vec(&mut v1);
+ let v2 = a.iter().take(16).collect::<Vec<_>>();
+ assert_eq!(v1, v2);
+
+ let mut v1 = Vec::new();
+ a.par_iter().take(2048).collect_into_vec(&mut v1);
+ let v2 = a.iter().take(2048).collect::<Vec<_>>();
+ assert_eq!(v1, v2);
+
+ let mut v1 = Vec::new();
+ a.par_iter().take(0).collect_into_vec(&mut v1);
+ let v2 = a.iter().take(0).collect::<Vec<_>>();
+ assert_eq!(v1, v2);
+}
+
+#[test]
+fn check_inspect() {
+ use std::sync::atomic::{AtomicUsize, Ordering};
+
+ let a = AtomicUsize::new(0);
+ let b: usize = (0_usize..1024)
+ .into_par_iter()
+ .inspect(|&i| {
+ a.fetch_add(i, Ordering::Relaxed);
+ })
+ .sum();
+
+ assert_eq!(a.load(Ordering::Relaxed), b);
+}
+
+#[test]
+fn check_move() {
+ let a = vec![vec![1, 2, 3]];
+ let ptr = a[0].as_ptr();
+
+ let mut b = vec![];
+ a.into_par_iter().collect_into_vec(&mut b);
+
+ // a simple move means the inner vec will be completely unchanged
+ assert_eq!(ptr, b[0].as_ptr());
+}
+
+#[test]
+fn check_drops() {
+ use std::sync::atomic::{AtomicUsize, Ordering};
+
+ let c = AtomicUsize::new(0);
+ let a = vec![DropCounter(&c); 10];
+
+ let mut b = vec![];
+ a.clone().into_par_iter().collect_into_vec(&mut b);
+ assert_eq!(c.load(Ordering::Relaxed), 0);
+
+ b.into_par_iter();
+ assert_eq!(c.load(Ordering::Relaxed), 10);
+
+ a.into_par_iter().with_producer(Partial);
+ assert_eq!(c.load(Ordering::Relaxed), 20);
+
+ #[derive(Clone)]
+ struct DropCounter<'a>(&'a AtomicUsize);
+ impl<'a> Drop for DropCounter<'a> {
+ fn drop(&mut self) {
+ self.0.fetch_add(1, Ordering::Relaxed);
+ }
+ }
+
+ struct Partial;
+ impl<'a> ProducerCallback<DropCounter<'a>> for Partial {
+ type Output = ();
+ fn callback<P>(self, producer: P)
+ where
+ P: Producer<Item = DropCounter<'a>>,
+ {
+ let (a, _) = producer.split_at(5);
+ a.into_iter().next();
+ }
+ }
+}
+
+#[test]
+fn check_slice_indexed() {
+ let a = vec![1, 2, 3];
+ is_indexed(a.par_iter());
+}
+
+#[test]
+fn check_slice_mut_indexed() {
+ let mut a = vec![1, 2, 3];
+ is_indexed(a.par_iter_mut());
+}
+
+#[test]
+fn check_vec_indexed() {
+ let a = vec![1, 2, 3];
+ is_indexed(a.into_par_iter());
+}
+
+#[test]
+fn check_range_indexed() {
+ is_indexed((1..5).into_par_iter());
+}
+
+#[test]
+fn check_cmp_direct() {
+ let a = (0..1024).into_par_iter();
+ let b = (0..1024).into_par_iter();
+
+ let result = a.cmp(b);
+
+ assert!(result == ::std::cmp::Ordering::Equal);
+}
+
+#[test]
+fn check_cmp_to_seq() {
+ assert_eq!(
+ (0..1024).into_par_iter().cmp(0..1024),
+ (0..1024).cmp(0..1024)
+ );
+}
+
+#[test]
+fn check_cmp_rng_to_seq() {
+ let mut rng = seeded_rng();
+ let rng = &mut rng;
+ let a: Vec<i32> = rng.sample_iter(&Standard).take(1024).collect();
+ let b: Vec<i32> = rng.sample_iter(&Standard).take(1024).collect();
+ for i in 0..a.len() {
+ let par_result = a[i..].par_iter().cmp(b[i..].par_iter());
+ let seq_result = a[i..].iter().cmp(b[i..].iter());
+
+ assert_eq!(par_result, seq_result);
+ }
+}
+
+#[test]
+fn check_cmp_lt_direct() {
+ let a = (0..1024).into_par_iter();
+ let b = (1..1024).into_par_iter();
+
+ let result = a.cmp(b);
+
+ assert!(result == ::std::cmp::Ordering::Less);
+}
+
+#[test]
+fn check_cmp_lt_to_seq() {
+ assert_eq!(
+ (0..1024).into_par_iter().cmp(1..1024),
+ (0..1024).cmp(1..1024)
+ )
+}
+
+#[test]
+fn check_cmp_gt_direct() {
+ let a = (1..1024).into_par_iter();
+ let b = (0..1024).into_par_iter();
+
+ let result = a.cmp(b);
+
+ assert!(result == ::std::cmp::Ordering::Greater);
+}
+
+#[test]
+fn check_cmp_gt_to_seq() {
+ assert_eq!(
+ (1..1024).into_par_iter().cmp(0..1024),
+ (1..1024).cmp(0..1024)
+ )
+}
+
+#[test]
+#[cfg_attr(any(target_os = "emscripten", target_family = "wasm"), ignore)]
+fn check_cmp_short_circuit() {
+ // We only use a single thread in order to make the short-circuit behavior deterministic.
+ let pool = ThreadPoolBuilder::new().num_threads(1).build().unwrap();
+
+ let a = vec![0; 1024];
+ let mut b = a.clone();
+ b[42] = 1;
+
+ pool.install(|| {
+ let expected = ::std::cmp::Ordering::Less;
+ assert_eq!(a.par_iter().cmp(&b), expected);
+
+ for len in 1..10 {
+ let counter = AtomicUsize::new(0);
+ let result = a
+ .par_iter()
+ .with_max_len(len)
+ .inspect(|_| {
+ counter.fetch_add(1, Ordering::SeqCst);
+ })
+ .cmp(&b);
+ assert_eq!(result, expected);
+ // should not have visited every single one
+ assert!(counter.into_inner() < a.len());
+ }
+ });
+}
+
+#[test]
+#[cfg_attr(any(target_os = "emscripten", target_family = "wasm"), ignore)]
+fn check_partial_cmp_short_circuit() {
+ // We only use a single thread to make the short-circuit behavior deterministic.
+ let pool = ThreadPoolBuilder::new().num_threads(1).build().unwrap();
+
+ let a = vec![0; 1024];
+ let mut b = a.clone();
+ b[42] = 1;
+
+ pool.install(|| {
+ let expected = Some(::std::cmp::Ordering::Less);
+ assert_eq!(a.par_iter().partial_cmp(&b), expected);
+
+ for len in 1..10 {
+ let counter = AtomicUsize::new(0);
+ let result = a
+ .par_iter()
+ .with_max_len(len)
+ .inspect(|_| {
+ counter.fetch_add(1, Ordering::SeqCst);
+ })
+ .partial_cmp(&b);
+ assert_eq!(result, expected);
+ // should not have visited every single one
+ assert!(counter.into_inner() < a.len());
+ }
+ });
+}
+
+#[test]
+#[cfg_attr(any(target_os = "emscripten", target_family = "wasm"), ignore)]
+fn check_partial_cmp_nan_short_circuit() {
+ // We only use a single thread to make the short-circuit behavior deterministic.
+ let pool = ThreadPoolBuilder::new().num_threads(1).build().unwrap();
+
+ let a = vec![0.0; 1024];
+ let mut b = a.clone();
+ b[42] = f64::NAN;
+
+ pool.install(|| {
+ let expected = None;
+ assert_eq!(a.par_iter().partial_cmp(&b), expected);
+
+ for len in 1..10 {
+ let counter = AtomicUsize::new(0);
+ let result = a
+ .par_iter()
+ .with_max_len(len)
+ .inspect(|_| {
+ counter.fetch_add(1, Ordering::SeqCst);
+ })
+ .partial_cmp(&b);
+ assert_eq!(result, expected);
+ // should not have visited every single one
+ assert!(counter.into_inner() < a.len());
+ }
+ });
+}
+
+#[test]
+fn check_partial_cmp_direct() {
+ let a = (0..1024).into_par_iter();
+ let b = (0..1024).into_par_iter();
+
+ let result = a.partial_cmp(b);
+
+ assert!(result == Some(::std::cmp::Ordering::Equal));
+}
+
+#[test]
+fn check_partial_cmp_to_seq() {
+ let par_result = (0..1024).into_par_iter().partial_cmp(0..1024);
+ let seq_result = (0..1024).partial_cmp(0..1024);
+ assert_eq!(par_result, seq_result);
+}
+
+#[test]
+fn check_partial_cmp_rng_to_seq() {
+ let mut rng = seeded_rng();
+ let rng = &mut rng;
+ let a: Vec<i32> = rng.sample_iter(&Standard).take(1024).collect();
+ let b: Vec<i32> = rng.sample_iter(&Standard).take(1024).collect();
+ for i in 0..a.len() {
+ let par_result = a[i..].par_iter().partial_cmp(b[i..].par_iter());
+ let seq_result = a[i..].iter().partial_cmp(b[i..].iter());
+
+ assert_eq!(par_result, seq_result);
+ }
+}
+
+#[test]
+fn check_partial_cmp_lt_direct() {
+ let a = (0..1024).into_par_iter();
+ let b = (1..1024).into_par_iter();
+
+ let result = a.partial_cmp(b);
+
+ assert!(result == Some(::std::cmp::Ordering::Less));
+}
+
+#[test]
+fn check_partial_cmp_lt_to_seq() {
+ let par_result = (0..1024).into_par_iter().partial_cmp(1..1024);
+ let seq_result = (0..1024).partial_cmp(1..1024);
+ assert_eq!(par_result, seq_result);
+}
+
+#[test]
+fn check_partial_cmp_gt_direct() {
+ let a = (1..1024).into_par_iter();
+ let b = (0..1024).into_par_iter();
+
+ let result = a.partial_cmp(b);
+
+ assert!(result == Some(::std::cmp::Ordering::Greater));
+}
+
+#[test]
+fn check_partial_cmp_gt_to_seq() {
+ let par_result = (1..1024).into_par_iter().partial_cmp(0..1024);
+ let seq_result = (1..1024).partial_cmp(0..1024);
+ assert_eq!(par_result, seq_result);
+}
+
+#[test]
+fn check_partial_cmp_none_direct() {
+ let a = vec![f64::NAN, 0.0];
+ let b = vec![0.0, 1.0];
+
+ let result = a.par_iter().partial_cmp(b.par_iter());
+
+ assert!(result == None);
+}
+
+#[test]
+fn check_partial_cmp_none_to_seq() {
+ let a = vec![f64::NAN, 0.0];
+ let b = vec![0.0, 1.0];
+
+ let par_result = a.par_iter().partial_cmp(b.par_iter());
+ let seq_result = a.iter().partial_cmp(b.iter());
+
+ assert_eq!(par_result, seq_result);
+}
+
+#[test]
+fn check_partial_cmp_late_nan_direct() {
+ let a = vec![0.0, f64::NAN];
+ let b = vec![1.0, 1.0];
+
+ let result = a.par_iter().partial_cmp(b.par_iter());
+
+ assert!(result == Some(::std::cmp::Ordering::Less));
+}
+
+#[test]
+fn check_partial_cmp_late_nane_to_seq() {
+ let a = vec![0.0, f64::NAN];
+ let b = vec![1.0, 1.0];
+
+ let par_result = a.par_iter().partial_cmp(b.par_iter());
+ let seq_result = a.iter().partial_cmp(b.iter());
+
+ assert_eq!(par_result, seq_result);
+}
+
+#[test]
+fn check_cmp_lengths() {
+ // comparisons should consider length if they are otherwise equal
+ let a = vec![0; 1024];
+ let b = vec![0; 1025];
+
+ assert_eq!(a.par_iter().cmp(&b), a.iter().cmp(&b));
+ assert_eq!(a.par_iter().partial_cmp(&b), a.iter().partial_cmp(&b));
+}
+
+#[test]
+fn check_eq_direct() {
+ let a = (0..1024).into_par_iter();
+ let b = (0..1024).into_par_iter();
+
+ let result = a.eq(b);
+
+ assert!(result);
+}
+
+#[test]
+fn check_eq_to_seq() {
+ let par_result = (0..1024).into_par_iter().eq((0..1024).into_par_iter());
+ let seq_result = (0..1024).eq(0..1024);
+
+ assert_eq!(par_result, seq_result);
+}
+
+#[test]
+fn check_ne_direct() {
+ let a = (0..1024).into_par_iter();
+ let b = (1..1024).into_par_iter();
+
+ let result = a.ne(b);
+
+ assert!(result);
+}
+
+#[test]
+fn check_ne_to_seq() {
+ let par_result = (0..1024).into_par_iter().ne((1..1025).into_par_iter());
+ let seq_result = (0..1024).ne(1..1025);
+
+ assert_eq!(par_result, seq_result);
+}
+
+#[test]
+fn check_ne_lengths() {
+ // equality should consider length too
+ let a = vec![0; 1024];
+ let b = vec![0; 1025];
+
+ assert_eq!(a.par_iter().eq(&b), a.iter().eq(&b));
+ assert_eq!(a.par_iter().ne(&b), a.iter().ne(&b));
+}
+
+#[test]
+fn check_lt_direct() {
+ assert!((0..1024).into_par_iter().lt(1..1024));
+ assert!(!(1..1024).into_par_iter().lt(0..1024));
+}
+
+#[test]
+fn check_lt_to_seq() {
+ let par_result = (0..1024).into_par_iter().lt((1..1024).into_par_iter());
+ let seq_result = (0..1024).lt(1..1024);
+
+ assert_eq!(par_result, seq_result);
+}
+
+#[test]
+fn check_le_equal_direct() {
+ assert!((0..1024).into_par_iter().le((0..1024).into_par_iter()));
+}
+
+#[test]
+fn check_le_equal_to_seq() {
+ let par_result = (0..1024).into_par_iter().le((0..1024).into_par_iter());
+ let seq_result = (0..1024).le(0..1024);
+
+ assert_eq!(par_result, seq_result);
+}
+
+#[test]
+fn check_le_less_direct() {
+ assert!((0..1024).into_par_iter().le((1..1024).into_par_iter()));
+}
+
+#[test]
+fn check_le_less_to_seq() {
+ let par_result = (0..1024).into_par_iter().le((1..1024).into_par_iter());
+ let seq_result = (0..1024).le(1..1024);
+
+ assert_eq!(par_result, seq_result);
+}
+
+#[test]
+fn check_gt_direct() {
+ assert!((1..1024).into_par_iter().gt((0..1024).into_par_iter()));
+}
+
+#[test]
+fn check_gt_to_seq() {
+ let par_result = (1..1024).into_par_iter().gt((0..1024).into_par_iter());
+ let seq_result = (1..1024).gt(0..1024);
+
+ assert_eq!(par_result, seq_result);
+}
+
+#[test]
+fn check_ge_equal_direct() {
+ assert!((0..1024).into_par_iter().ge((0..1024).into_par_iter()));
+}
+
+#[test]
+fn check_ge_equal_to_seq() {
+ let par_result = (0..1024).into_par_iter().ge((0..1024).into_par_iter());
+ let seq_result = (0..1024).ge(0..1024);
+
+ assert_eq!(par_result, seq_result);
+}
+
+#[test]
+fn check_ge_greater_direct() {
+ assert!((1..1024).into_par_iter().ge((0..1024).into_par_iter()));
+}
+
+#[test]
+fn check_ge_greater_to_seq() {
+ let par_result = (1..1024).into_par_iter().ge((0..1024).into_par_iter());
+ let seq_result = (1..1024).ge(0..1024);
+
+ assert_eq!(par_result, seq_result);
+}
+
+#[test]
+fn check_zip() {
+ let mut a: Vec<usize> = (0..1024).rev().collect();
+ let b: Vec<usize> = (0..1024).collect();
+
+ a.par_iter_mut().zip(&b[..]).for_each(|(a, &b)| *a += b);
+
+ assert!(a.iter().all(|&x| x == a.len() - 1));
+}
+
+#[test]
+fn check_zip_into_par_iter() {
+ let mut a: Vec<usize> = (0..1024).rev().collect();
+ let b: Vec<usize> = (0..1024).collect();
+
+ a.par_iter_mut()
+ .zip(&b) // here we rely on &b iterating over &usize
+ .for_each(|(a, &b)| *a += b);
+
+ assert!(a.iter().all(|&x| x == a.len() - 1));
+}
+
+#[test]
+fn check_zip_into_mut_par_iter() {
+ let a: Vec<usize> = (0..1024).rev().collect();
+ let mut b: Vec<usize> = (0..1024).collect();
+
+ a.par_iter().zip(&mut b).for_each(|(&a, b)| *b += a);
+
+ assert!(b.iter().all(|&x| x == b.len() - 1));
+}
+
+#[test]
+fn check_zip_range() {
+ let mut a: Vec<usize> = (0..1024).rev().collect();
+
+ a.par_iter_mut()
+ .zip(0usize..1024)
+ .for_each(|(a, b)| *a += b);
+
+ assert!(a.iter().all(|&x| x == a.len() - 1));
+}
+
+#[test]
+fn check_zip_eq() {
+ let mut a: Vec<usize> = (0..1024).rev().collect();
+ let b: Vec<usize> = (0..1024).collect();
+
+ a.par_iter_mut().zip_eq(&b[..]).for_each(|(a, &b)| *a += b);
+
+ assert!(a.iter().all(|&x| x == a.len() - 1));
+}
+
+#[test]
+fn check_zip_eq_into_par_iter() {
+ let mut a: Vec<usize> = (0..1024).rev().collect();
+ let b: Vec<usize> = (0..1024).collect();
+
+ a.par_iter_mut()
+ .zip_eq(&b) // here we rely on &b iterating over &usize
+ .for_each(|(a, &b)| *a += b);
+
+ assert!(a.iter().all(|&x| x == a.len() - 1));
+}
+
+#[test]
+fn check_zip_eq_into_mut_par_iter() {
+ let a: Vec<usize> = (0..1024).rev().collect();
+ let mut b: Vec<usize> = (0..1024).collect();
+
+ a.par_iter().zip_eq(&mut b).for_each(|(&a, b)| *b += a);
+
+ assert!(b.iter().all(|&x| x == b.len() - 1));
+}
+
+#[test]
+fn check_zip_eq_range() {
+ let mut a: Vec<usize> = (0..1024).rev().collect();
+
+ a.par_iter_mut()
+ .zip_eq(0usize..1024)
+ .for_each(|(a, b)| *a += b);
+
+ assert!(a.iter().all(|&x| x == a.len() - 1));
+}
+
+#[test]
+fn check_sum_filtered_ints() {
+ let a: Vec<i32> = vec![1, 2, 3, 4, 5, 6, 7, 8, 9, 10];
+ let par_sum_evens: i32 = a.par_iter().filter(|&x| (x & 1) == 0).sum();
+ let seq_sum_evens = a.iter().filter(|&x| (x & 1) == 0).sum();
+ assert_eq!(par_sum_evens, seq_sum_evens);
+}
+
+#[test]
+fn check_sum_filtermap_ints() {
+ let a: Vec<i32> = vec![1, 2, 3, 4, 5, 6, 7, 8, 9, 10];
+ let par_sum_evens: u32 = a
+ .par_iter()
+ .filter_map(|&x| if (x & 1) == 0 { Some(x as u32) } else { None })
+ .sum();
+ let seq_sum_evens = a
+ .iter()
+ .filter_map(|&x| if (x & 1) == 0 { Some(x as u32) } else { None })
+ .sum();
+ assert_eq!(par_sum_evens, seq_sum_evens);
+}
+
+#[test]
+fn check_flat_map_nested_ranges() {
+ // FIXME -- why are precise type hints required on the integers here?
+
+ let v: i32 = (0_i32..10)
+ .into_par_iter()
+ .flat_map(|i| (0_i32..10).into_par_iter().map(move |j| (i, j)))
+ .map(|(i, j)| i * j)
+ .sum();
+
+ let w = (0_i32..10)
+ .flat_map(|i| (0_i32..10).map(move |j| (i, j)))
+ .map(|(i, j)| i * j)
+ .sum();
+
+ assert_eq!(v, w);
+}
+
+#[test]
+fn check_empty_flat_map_sum() {
+ let a: Vec<i32> = (0..1024).collect();
+ let empty = &a[..0];
+
+ // empty on the inside
+ let b: i32 = a.par_iter().flat_map(|_| empty).sum();
+ assert_eq!(b, 0);
+
+ // empty on the outside
+ let c: i32 = empty.par_iter().flat_map(|_| a.par_iter()).sum();
+ assert_eq!(c, 0);
+}
+
+#[test]
+fn check_flatten_vec() {
+ let a: Vec<i32> = (0..1024).collect();
+ let b: Vec<Vec<i32>> = vec![a.clone(), a.clone(), a.clone(), a.clone()];
+ let c: Vec<i32> = b.par_iter().flatten().cloned().collect();
+ let mut d = a.clone();
+ d.extend(&a);
+ d.extend(&a);
+ d.extend(&a);
+
+ assert_eq!(d, c);
+}
+
+#[test]
+fn check_flatten_vec_empty() {
+ let a: Vec<Vec<i32>> = vec![vec![]];
+ let b: Vec<i32> = a.par_iter().flatten().cloned().collect();
+
+ assert_eq!(vec![] as Vec<i32>, b);
+}
+
+#[test]
+fn check_slice_split() {
+ let v: Vec<_> = (0..1000).collect();
+ for m in 1..100 {
+ let a: Vec<_> = v.split(|x| x % m == 0).collect();
+ let b: Vec<_> = v.par_split(|x| x % m == 0).collect();
+ assert_eq!(a, b);
+ }
+
+ // same as std::slice::split() examples
+ let slice = [10, 40, 33, 20];
+ let v: Vec<_> = slice.par_split(|num| num % 3 == 0).collect();
+ assert_eq!(v, &[&slice[..2], &slice[3..]]);
+
+ let slice = [10, 40, 33];
+ let v: Vec<_> = slice.par_split(|num| num % 3 == 0).collect();
+ assert_eq!(v, &[&slice[..2], &slice[..0]]);
+
+ let slice = [10, 6, 33, 20];
+ let v: Vec<_> = slice.par_split(|num| num % 3 == 0).collect();
+ assert_eq!(v, &[&slice[..1], &slice[..0], &slice[3..]]);
+}
+
+#[test]
+fn check_slice_split_mut() {
+ let mut v1: Vec<_> = (0..1000).collect();
+ let mut v2 = v1.clone();
+ for m in 1..100 {
+ let a: Vec<_> = v1.split_mut(|x| x % m == 0).collect();
+ let b: Vec<_> = v2.par_split_mut(|x| x % m == 0).collect();
+ assert_eq!(a, b);
+ }
+
+ // same as std::slice::split_mut() example
+ let mut v = [10, 40, 30, 20, 60, 50];
+ v.par_split_mut(|num| num % 3 == 0).for_each(|group| {
+ group[0] = 1;
+ });
+ assert_eq!(v, [1, 40, 30, 1, 60, 1]);
+}
+
+#[test]
+fn check_chunks() {
+ let a: Vec<i32> = vec![1, 5, 10, 4, 100, 3, 1000, 2, 10000, 1];
+ let par_sum_product_pairs: i32 = a.par_chunks(2).map(|c| c.iter().product::<i32>()).sum();
+ let seq_sum_product_pairs = a.chunks(2).map(|c| c.iter().product::<i32>()).sum();
+ assert_eq!(par_sum_product_pairs, 12345);
+ assert_eq!(par_sum_product_pairs, seq_sum_product_pairs);
+
+ let par_sum_product_triples: i32 = a.par_chunks(3).map(|c| c.iter().product::<i32>()).sum();
+ let seq_sum_product_triples = a.chunks(3).map(|c| c.iter().product::<i32>()).sum();
+ assert_eq!(par_sum_product_triples, 5_0 + 12_00 + 20_000_000 + 1);
+ assert_eq!(par_sum_product_triples, seq_sum_product_triples);
+}
+
+#[test]
+fn check_chunks_mut() {
+ let mut a: Vec<i32> = vec![1, 2, 3, 4, 5, 6, 7, 8, 9, 10];
+ let mut b: Vec<i32> = a.clone();
+ a.par_chunks_mut(2).for_each(|c| c[0] = c.iter().sum());
+ b.chunks_mut(2).for_each(|c| c[0] = c.iter().sum());
+ assert_eq!(a, &[3, 2, 7, 4, 11, 6, 15, 8, 19, 10]);
+ assert_eq!(a, b);
+
+ let mut a: Vec<i32> = vec![1, 2, 3, 4, 5, 6, 7, 8, 9, 10];
+ let mut b: Vec<i32> = a.clone();
+ a.par_chunks_mut(3).for_each(|c| c[0] = c.iter().sum());
+ b.chunks_mut(3).for_each(|c| c[0] = c.iter().sum());
+ assert_eq!(a, &[6, 2, 3, 15, 5, 6, 24, 8, 9, 10]);
+ assert_eq!(a, b);
+}
+
+#[test]
+fn check_windows() {
+ let a: Vec<i32> = (0..1024).collect();
+ let par: Vec<_> = a.par_windows(2).collect();
+ let seq: Vec<_> = a.windows(2).collect();
+ assert_eq!(par, seq);
+
+ let par: Vec<_> = a.par_windows(100).collect();
+ let seq: Vec<_> = a.windows(100).collect();
+ assert_eq!(par, seq);
+
+ let par: Vec<_> = a.par_windows(1_000_000).collect();
+ let seq: Vec<_> = a.windows(1_000_000).collect();
+ assert_eq!(par, seq);
+
+ let par: Vec<_> = a
+ .par_windows(2)
+ .chain(a.par_windows(1_000_000))
+ .zip(a.par_windows(2))
+ .collect();
+ let seq: Vec<_> = a
+ .windows(2)
+ .chain(a.windows(1_000_000))
+ .zip(a.windows(2))
+ .collect();
+ assert_eq!(par, seq);
+}
+
+#[test]
+fn check_options() {
+ let mut a = vec![None, Some(1), None, None, Some(2), Some(4)];
+
+ assert_eq!(7, a.par_iter().flat_map(|opt| opt).sum::<i32>());
+ assert_eq!(7, a.par_iter().flat_map(|opt| opt).sum::<i32>());
+
+ a.par_iter_mut()
+ .flat_map(|opt| opt)
+ .for_each(|x| *x = *x * *x);
+
+ assert_eq!(21, a.into_par_iter().flat_map(|opt| opt).sum::<i32>());
+}
+
+#[test]
+fn check_results() {
+ let mut a = vec![Err(()), Ok(1i32), Err(()), Err(()), Ok(2), Ok(4)];
+
+ assert_eq!(7, a.par_iter().flat_map(|res| res).sum::<i32>());
+
+ assert_eq!(Err::<i32, ()>(()), a.par_iter().cloned().sum());
+ assert_eq!(Ok(7), a.par_iter().cloned().filter(Result::is_ok).sum());
+
+ assert_eq!(Err::<i32, ()>(()), a.par_iter().cloned().product());
+ assert_eq!(Ok(8), a.par_iter().cloned().filter(Result::is_ok).product());
+
+ a.par_iter_mut()
+ .flat_map(|res| res)
+ .for_each(|x| *x = *x * *x);
+
+ assert_eq!(21, a.into_par_iter().flat_map(|res| res).sum::<i32>());
+}
+
+#[test]
+fn check_binary_heap() {
+ use std::collections::BinaryHeap;
+
+ let a: BinaryHeap<i32> = (0..10).collect();
+
+ assert_eq!(45, a.par_iter().sum::<i32>());
+ assert_eq!(45, a.into_par_iter().sum::<i32>());
+}
+
+#[test]
+fn check_btree_map() {
+ use std::collections::BTreeMap;
+
+ let mut a: BTreeMap<i32, i32> = (0..10).map(|i| (i, -i)).collect();
+
+ assert_eq!(45, a.par_iter().map(|(&k, _)| k).sum::<i32>());
+ assert_eq!(-45, a.par_iter().map(|(_, &v)| v).sum::<i32>());
+
+ a.par_iter_mut().for_each(|(k, v)| *v += *k);
+
+ assert_eq!(0, a.into_par_iter().map(|(_, v)| v).sum::<i32>());
+}
+
+#[test]
+fn check_btree_set() {
+ use std::collections::BTreeSet;
+
+ let a: BTreeSet<i32> = (0..10).collect();
+
+ assert_eq!(45, a.par_iter().sum::<i32>());
+ assert_eq!(45, a.into_par_iter().sum::<i32>());
+}
+
+#[test]
+fn check_hash_map() {
+ use std::collections::HashMap;
+
+ let mut a: HashMap<i32, i32> = (0..10).map(|i| (i, -i)).collect();
+
+ assert_eq!(45, a.par_iter().map(|(&k, _)| k).sum::<i32>());
+ assert_eq!(-45, a.par_iter().map(|(_, &v)| v).sum::<i32>());
+
+ a.par_iter_mut().for_each(|(k, v)| *v += *k);
+
+ assert_eq!(0, a.into_par_iter().map(|(_, v)| v).sum::<i32>());
+}
+
+#[test]
+fn check_hash_set() {
+ use std::collections::HashSet;
+
+ let a: HashSet<i32> = (0..10).collect();
+
+ assert_eq!(45, a.par_iter().sum::<i32>());
+ assert_eq!(45, a.into_par_iter().sum::<i32>());
+}
+
+#[test]
+fn check_linked_list() {
+ use std::collections::LinkedList;
+
+ let mut a: LinkedList<i32> = (0..10).collect();
+
+ assert_eq!(45, a.par_iter().sum::<i32>());
+
+ a.par_iter_mut().for_each(|x| *x = -*x);
+
+ assert_eq!(-45, a.into_par_iter().sum::<i32>());
+}
+
+#[test]
+fn check_vec_deque() {
+ use std::collections::VecDeque;
+
+ let mut a: VecDeque<i32> = (0..10).collect();
+
+ // try to get it to wrap around
+ a.drain(..5);
+ a.extend(0..5);
+
+ assert_eq!(45, a.par_iter().sum::<i32>());
+
+ a.par_iter_mut().for_each(|x| *x = -*x);
+
+ assert_eq!(-45, a.into_par_iter().sum::<i32>());
+}
+
+#[test]
+fn check_chain() {
+ let mut res = vec![];
+
+ // stays indexed in the face of madness
+ Some(0)
+ .into_par_iter()
+ .chain(Ok::<_, ()>(1))
+ .chain(1..4)
+ .chain(Err("huh?"))
+ .chain(None)
+ .chain(vec![5, 8, 13])
+ .map(|x| (x as u8 + b'a') as char)
+ .chain(vec!['x', 'y', 'z'])
+ .zip((0i32..1000).into_par_iter().map(|x| -x))
+ .enumerate()
+ .map(|(a, (b, c))| (a, b, c))
+ .chain(None)
+ .collect_into_vec(&mut res);
+
+ assert_eq!(
+ res,
+ vec![
+ (0, 'a', 0),
+ (1, 'b', -1),
+ (2, 'b', -2),
+ (3, 'c', -3),
+ (4, 'd', -4),
+ (5, 'f', -5),
+ (6, 'i', -6),
+ (7, 'n', -7),
+ (8, 'x', -8),
+ (9, 'y', -9),
+ (10, 'z', -10)
+ ]
+ );
+
+ // unindexed is ok too
+ let res: Vec<i32> = Some(1i32)
+ .into_par_iter()
+ .chain(
+ (2i32..4)
+ .into_par_iter()
+ .chain(vec![5, 6, 7, 8, 9])
+ .chain(Some((10, 100)).into_par_iter().flat_map(|(a, b)| a..b))
+ .filter(|x| x & 1 == 1),
+ )
+ .collect();
+ let other: Vec<i32> = (0..100).filter(|x| x & 1 == 1).collect();
+ assert_eq!(res, other);
+
+ // chain collect is ok with the "fake" specialization
+ let res: Vec<i32> = Some(1i32).into_par_iter().chain(None).collect();
+ assert_eq!(res, &[1]);
+}
+
+#[test]
+fn check_count() {
+ let c0 = (0_u32..24 * 1024).filter(|i| i % 2 == 0).count();
+ let c1 = (0_u32..24 * 1024)
+ .into_par_iter()
+ .filter(|i| i % 2 == 0)
+ .count();
+ assert_eq!(c0, c1);
+}
+
+#[test]
+fn find_any() {
+ let a: Vec<i32> = (0..1024).collect();
+
+ assert!(a.par_iter().find_any(|&&x| x % 42 == 41).is_some());
+ assert_eq!(
+ a.par_iter().find_any(|&&x| x % 19 == 1 && x % 53 == 0),
+ Some(&742_i32)
+ );
+ assert_eq!(a.par_iter().find_any(|&&x| x < 0), None);
+
+ assert!(a.par_iter().position_any(|&x| x % 42 == 41).is_some());
+ assert_eq!(
+ a.par_iter().position_any(|&x| x % 19 == 1 && x % 53 == 0),
+ Some(742_usize)
+ );
+ assert_eq!(a.par_iter().position_any(|&x| x < 0), None);
+
+ assert!(a.par_iter().any(|&x| x > 1000));
+ assert!(!a.par_iter().any(|&x| x < 0));
+
+ assert!(!a.par_iter().all(|&x| x > 1000));
+ assert!(a.par_iter().all(|&x| x >= 0));
+}
+
+#[test]
+fn find_first_or_last() {
+ let a: Vec<i32> = (0..1024).collect();
+
+ assert_eq!(a.par_iter().find_first(|&&x| x % 42 == 41), Some(&41_i32));
+ assert_eq!(
+ a.par_iter().find_first(|&&x| x % 19 == 1 && x % 53 == 0),
+ Some(&742_i32)
+ );
+ assert_eq!(a.par_iter().find_first(|&&x| x < 0), None);
+
+ assert_eq!(
+ a.par_iter().position_first(|&x| x % 42 == 41),
+ Some(41_usize)
+ );
+ assert_eq!(
+ a.par_iter().position_first(|&x| x % 19 == 1 && x % 53 == 0),
+ Some(742_usize)
+ );
+ assert_eq!(a.par_iter().position_first(|&x| x < 0), None);
+
+ assert_eq!(a.par_iter().find_last(|&&x| x % 42 == 41), Some(&1007_i32));
+ assert_eq!(
+ a.par_iter().find_last(|&&x| x % 19 == 1 && x % 53 == 0),
+ Some(&742_i32)
+ );
+ assert_eq!(a.par_iter().find_last(|&&x| x < 0), None);
+
+ assert_eq!(
+ a.par_iter().position_last(|&x| x % 42 == 41),
+ Some(1007_usize)
+ );
+ assert_eq!(
+ a.par_iter().position_last(|&x| x % 19 == 1 && x % 53 == 0),
+ Some(742_usize)
+ );
+ assert_eq!(a.par_iter().position_last(|&x| x < 0), None);
+}
+
+#[test]
+fn find_map_first_or_last_or_any() {
+ let mut a: Vec<i32> = vec![];
+
+ assert!(a.par_iter().find_map_any(half_if_positive).is_none());
+ assert!(a.par_iter().find_map_first(half_if_positive).is_none());
+ assert!(a.par_iter().find_map_last(half_if_positive).is_none());
+
+ a = (-1024..-3).collect();
+
+ assert!(a.par_iter().find_map_any(half_if_positive).is_none());
+ assert!(a.par_iter().find_map_first(half_if_positive).is_none());
+ assert!(a.par_iter().find_map_last(half_if_positive).is_none());
+
+ assert!(a.par_iter().find_map_any(half_if_negative).is_some());
+ assert_eq!(
+ a.par_iter().find_map_first(half_if_negative),
+ Some(-512_i32)
+ );
+ assert_eq!(a.par_iter().find_map_last(half_if_negative), Some(-2_i32));
+
+ a.append(&mut (2..1025).collect());
+
+ assert!(a.par_iter().find_map_any(half_if_positive).is_some());
+ assert_eq!(a.par_iter().find_map_first(half_if_positive), Some(1_i32));
+ assert_eq!(a.par_iter().find_map_last(half_if_positive), Some(512_i32));
+
+ fn half_if_positive(x: &i32) -> Option<i32> {
+ if *x > 0 {
+ Some(x / 2)
+ } else {
+ None
+ }
+ }
+
+ fn half_if_negative(x: &i32) -> Option<i32> {
+ if *x < 0 {
+ Some(x / 2)
+ } else {
+ None
+ }
+ }
+}
+
+#[test]
+fn check_find_not_present() {
+ let counter = AtomicUsize::new(0);
+ let value: Option<i32> = (0_i32..2048).into_par_iter().find_any(|&p| {
+ counter.fetch_add(1, Ordering::SeqCst);
+ p >= 2048
+ });
+ assert!(value.is_none());
+ assert!(counter.load(Ordering::SeqCst) == 2048); // should have visited every single one
+}
+
+#[test]
+fn check_find_is_present() {
+ let counter = AtomicUsize::new(0);
+ let value: Option<i32> = (0_i32..2048).into_par_iter().find_any(|&p| {
+ counter.fetch_add(1, Ordering::SeqCst);
+ (1024..1096).contains(&p)
+ });
+ let q = value.unwrap();
+ assert!((1024..1096).contains(&q));
+ assert!(counter.load(Ordering::SeqCst) < 2048); // should not have visited every single one
+}
+
+#[test]
+fn check_while_some() {
+ let value = (0_i32..2048).into_par_iter().map(Some).while_some().max();
+ assert_eq!(value, Some(2047));
+
+ let counter = AtomicUsize::new(0);
+ let value = (0_i32..2048)
+ .into_par_iter()
+ .map(|x| {
+ counter.fetch_add(1, Ordering::SeqCst);
+ if x < 1024 {
+ Some(x)
+ } else {
+ None
+ }
+ })
+ .while_some()
+ .max();
+ assert!(value < Some(1024));
+ assert!(counter.load(Ordering::SeqCst) < 2048); // should not have visited every single one
+}
+
+#[test]
+fn par_iter_collect_option() {
+ let a: Option<Vec<_>> = (0_i32..2048).map(Some).collect();
+ let b: Option<Vec<_>> = (0_i32..2048).into_par_iter().map(Some).collect();
+ assert_eq!(a, b);
+
+ let c: Option<Vec<_>> = (0_i32..2048)
+ .into_par_iter()
+ .map(|x| if x == 1234 { None } else { Some(x) })
+ .collect();
+ assert_eq!(c, None);
+}
+
+#[test]
+fn par_iter_collect_result() {
+ let a: Result<Vec<_>, ()> = (0_i32..2048).map(Ok).collect();
+ let b: Result<Vec<_>, ()> = (0_i32..2048).into_par_iter().map(Ok).collect();
+ assert_eq!(a, b);
+
+ let c: Result<Vec<_>, _> = (0_i32..2048)
+ .into_par_iter()
+ .map(|x| if x == 1234 { Err(x) } else { Ok(x) })
+ .collect();
+ assert_eq!(c, Err(1234));
+
+ let d: Result<Vec<_>, _> = (0_i32..2048)
+ .into_par_iter()
+ .map(|x| if x % 100 == 99 { Err(x) } else { Ok(x) })
+ .collect();
+ assert_eq!(d.map_err(|x| x % 100), Err(99));
+}
+
+#[test]
+fn par_iter_collect() {
+ let a: Vec<i32> = (0..1024).collect();
+ let b: Vec<i32> = a.par_iter().map(|&i| i + 1).collect();
+ let c: Vec<i32> = (0..1024).map(|i| i + 1).collect();
+ assert_eq!(b, c);
+}
+
+#[test]
+fn par_iter_collect_vecdeque() {
+ let a: Vec<i32> = (0..1024).collect();
+ let b: VecDeque<i32> = a.par_iter().cloned().collect();
+ let c: VecDeque<i32> = a.iter().cloned().collect();
+ assert_eq!(b, c);
+}
+
+#[test]
+fn par_iter_collect_binaryheap() {
+ let a: Vec<i32> = (0..1024).collect();
+ let mut b: BinaryHeap<i32> = a.par_iter().cloned().collect();
+ assert_eq!(b.peek(), Some(&1023));
+ assert_eq!(b.len(), 1024);
+ for n in (0..1024).rev() {
+ assert_eq!(b.pop(), Some(n));
+ assert_eq!(b.len() as i32, n);
+ }
+}
+
+#[test]
+fn par_iter_collect_hashmap() {
+ let a: Vec<i32> = (0..1024).collect();
+ let b: HashMap<i32, String> = a.par_iter().map(|&i| (i, format!("{}", i))).collect();
+ assert_eq!(&b[&3], "3");
+ assert_eq!(b.len(), 1024);
+}
+
+#[test]
+fn par_iter_collect_hashset() {
+ let a: Vec<i32> = (0..1024).collect();
+ let b: HashSet<i32> = a.par_iter().cloned().collect();
+ assert_eq!(b.len(), 1024);
+}
+
+#[test]
+fn par_iter_collect_btreemap() {
+ let a: Vec<i32> = (0..1024).collect();
+ let b: BTreeMap<i32, String> = a.par_iter().map(|&i| (i, format!("{}", i))).collect();
+ assert_eq!(&b[&3], "3");
+ assert_eq!(b.len(), 1024);
+}
+
+#[test]
+fn par_iter_collect_btreeset() {
+ let a: Vec<i32> = (0..1024).collect();
+ let b: BTreeSet<i32> = a.par_iter().cloned().collect();
+ assert_eq!(b.len(), 1024);
+}
+
+#[test]
+fn par_iter_collect_linked_list() {
+ let a: Vec<i32> = (0..1024).collect();
+ let b: LinkedList<_> = a.par_iter().map(|&i| (i, format!("{}", i))).collect();
+ let c: LinkedList<_> = a.iter().map(|&i| (i, format!("{}", i))).collect();
+ assert_eq!(b, c);
+}
+
+#[test]
+fn par_iter_collect_linked_list_flat_map_filter() {
+ let b: LinkedList<i32> = (0_i32..1024)
+ .into_par_iter()
+ .flat_map(|i| (0..i))
+ .filter(|&i| i % 2 == 0)
+ .collect();
+ let c: LinkedList<i32> = (0_i32..1024)
+ .flat_map(|i| (0..i))
+ .filter(|&i| i % 2 == 0)
+ .collect();
+ assert_eq!(b, c);
+}
+
+#[test]
+fn par_iter_collect_cows() {
+ use std::borrow::Cow;
+
+ let s = "Fearless Concurrency with Rust";
+
+ // Collects `i32` into a `Vec`
+ let a: Cow<'_, [i32]> = (0..1024).collect();
+ let b: Cow<'_, [i32]> = a.par_iter().cloned().collect();
+ assert_eq!(a, b);
+
+ // Collects `char` into a `String`
+ let a: Cow<'_, str> = s.chars().collect();
+ let b: Cow<'_, str> = s.par_chars().collect();
+ assert_eq!(a, b);
+
+ // Collects `str` into a `String`
+ let a: Cow<'_, str> = s.split_whitespace().collect();
+ let b: Cow<'_, str> = s.par_split_whitespace().collect();
+ assert_eq!(a, b);
+
+ // Collects `String` into a `String`
+ let a: Cow<'_, str> = s.split_whitespace().map(str::to_owned).collect();
+ let b: Cow<'_, str> = s.par_split_whitespace().map(str::to_owned).collect();
+ assert_eq!(a, b);
+}
+
+#[test]
+fn par_iter_unindexed_flat_map() {
+ let b: Vec<i64> = (0_i64..1024).into_par_iter().flat_map(Some).collect();
+ let c: Vec<i64> = (0_i64..1024).flat_map(Some).collect();
+ assert_eq!(b, c);
+}
+
+#[test]
+fn min_max() {
+ let rng = seeded_rng();
+ let a: Vec<i32> = rng.sample_iter(&Standard).take(1024).collect();
+ for i in 0..=a.len() {
+ let slice = &a[..i];
+ assert_eq!(slice.par_iter().min(), slice.iter().min());
+ assert_eq!(slice.par_iter().max(), slice.iter().max());
+ }
+}
+
+#[test]
+fn min_max_by() {
+ let rng = seeded_rng();
+ // Make sure there are duplicate keys, for testing sort stability
+ let r: Vec<i32> = rng.sample_iter(&Standard).take(512).collect();
+ let a: Vec<(i32, u16)> = r.iter().chain(&r).cloned().zip(0..).collect();
+ for i in 0..=a.len() {
+ let slice = &a[..i];
+ assert_eq!(
+ slice.par_iter().min_by(|x, y| x.0.cmp(&y.0)),
+ slice.iter().min_by(|x, y| x.0.cmp(&y.0))
+ );
+ assert_eq!(
+ slice.par_iter().max_by(|x, y| x.0.cmp(&y.0)),
+ slice.iter().max_by(|x, y| x.0.cmp(&y.0))
+ );
+ }
+}
+
+#[test]
+fn min_max_by_key() {
+ let rng = seeded_rng();
+ // Make sure there are duplicate keys, for testing sort stability
+ let r: Vec<i32> = rng.sample_iter(&Standard).take(512).collect();
+ let a: Vec<(i32, u16)> = r.iter().chain(&r).cloned().zip(0..).collect();
+ for i in 0..=a.len() {
+ let slice = &a[..i];
+ assert_eq!(
+ slice.par_iter().min_by_key(|x| x.0),
+ slice.iter().min_by_key(|x| x.0)
+ );
+ assert_eq!(
+ slice.par_iter().max_by_key(|x| x.0),
+ slice.iter().max_by_key(|x| x.0)
+ );
+ }
+}
+
+#[test]
+fn check_rev() {
+ let a: Vec<usize> = (0..1024).rev().collect();
+ let b: Vec<usize> = (0..1024).collect();
+
+ assert!(a.par_iter().rev().zip(b).all(|(&a, b)| a == b));
+}
+
+#[test]
+fn scope_mix() {
+ let counter_p = &AtomicUsize::new(0);
+ scope(|s| {
+ s.spawn(move |s| {
+ divide_and_conquer(s, counter_p, 1024);
+ });
+ s.spawn(move |_| {
+ let a: Vec<i32> = (0..1024).collect();
+ let r1 = a.par_iter().map(|&i| i + 1).reduce_with(|i, j| i + j);
+ let r2 = a.iter().map(|&i| i + 1).sum();
+ assert_eq!(r1.unwrap(), r2);
+ });
+ });
+}
+
+fn divide_and_conquer<'scope>(scope: &Scope<'scope>, counter: &'scope AtomicUsize, size: usize) {
+ if size > 1 {
+ scope.spawn(move |scope| divide_and_conquer(scope, counter, size / 2));
+ scope.spawn(move |scope| divide_and_conquer(scope, counter, size / 2));
+ } else {
+ // count the leaves
+ counter.fetch_add(1, Ordering::SeqCst);
+ }
+}
+
+#[test]
+fn check_split() {
+ use std::ops::Range;
+
+ let a = (0..1024).into_par_iter();
+
+ let b = split(0..1024, |Range { start, end }| {
+ let mid = (end - start) / 2;
+ if mid > start {
+ (start..mid, Some(mid..end))
+ } else {
+ (start..end, None)
+ }
+ })
+ .flat_map(|range| range);
+
+ assert_eq!(a.collect::<Vec<_>>(), b.collect::<Vec<_>>());
+}
+
+#[test]
+fn check_lengths() {
+ fn check(min: usize, max: usize) {
+ let range = 0..1024 * 1024;
+
+ // Check against normalized values.
+ let min_check = cmp::min(cmp::max(min, 1), range.len());
+ let max_check = cmp::max(max, min_check.saturating_add(min_check - 1));
+
+ assert!(
+ range
+ .into_par_iter()
+ .with_min_len(min)
+ .with_max_len(max)
+ .fold(|| 0, |count, _| count + 1)
+ .all(|c| c >= min_check && c <= max_check),
+ "check_lengths failed {:?} -> {:?} ",
+ (min, max),
+ (min_check, max_check)
+ );
+ }
+
+ let lengths = [0, 1, 10, 100, 1_000, 10_000, 100_000, 1_000_000, usize::MAX];
+ for &min in &lengths {
+ for &max in &lengths {
+ check(min, max);
+ }
+ }
+}
+
+#[test]
+fn check_map_with() {
+ let (sender, receiver) = mpsc::channel();
+ let a: HashSet<_> = (0..1024).collect();
+
+ a.par_iter()
+ .cloned()
+ .map_with(sender, |s, i| s.send(i).unwrap())
+ .count();
+
+ let b: HashSet<_> = receiver.iter().collect();
+ assert_eq!(a, b);
+}
+
+#[test]
+fn check_fold_with() {
+ let (sender, receiver) = mpsc::channel();
+ let a: HashSet<_> = (0..1024).collect();
+
+ a.par_iter()
+ .cloned()
+ .fold_with(sender, |s, i| {
+ s.send(i).unwrap();
+ s
+ })
+ .count();
+
+ let b: HashSet<_> = receiver.iter().collect();
+ assert_eq!(a, b);
+}
+
+#[test]
+fn check_for_each_with() {
+ let (sender, receiver) = mpsc::channel();
+ let a: HashSet<_> = (0..1024).collect();
+
+ a.par_iter()
+ .cloned()
+ .for_each_with(sender, |s, i| s.send(i).unwrap());
+
+ let b: HashSet<_> = receiver.iter().collect();
+ assert_eq!(a, b);
+}
+
+#[test]
+fn check_extend_items() {
+ fn check<C>()
+ where
+ C: Default
+ + Eq
+ + Debug
+ + Extend<i32>
+ + for<'a> Extend<&'a i32>
+ + ParallelExtend<i32>
+ + for<'a> ParallelExtend<&'a i32>,
+ {
+ let mut serial = C::default();
+ let mut parallel = C::default();
+
+ // extend with references
+ let v: Vec<_> = (0..128).collect();
+ serial.extend(&v);
+ parallel.par_extend(&v);
+ assert_eq!(serial, parallel);
+
+ // extend with values
+ serial.extend(-128..0);
+ parallel.par_extend(-128..0);
+ assert_eq!(serial, parallel);
+ }
+
+ check::<BTreeSet<_>>();
+ check::<HashSet<_>>();
+ check::<LinkedList<_>>();
+ check::<Vec<_>>();
+ check::<VecDeque<_>>();
+}
+
+#[test]
+fn check_extend_heap() {
+ let mut serial: BinaryHeap<_> = Default::default();
+ let mut parallel: BinaryHeap<_> = Default::default();
+
+ // extend with references
+ let v: Vec<_> = (0..128).collect();
+ serial.extend(&v);
+ parallel.par_extend(&v);
+ assert_eq!(
+ serial.clone().into_sorted_vec(),
+ parallel.clone().into_sorted_vec()
+ );
+
+ // extend with values
+ serial.extend(-128..0);
+ parallel.par_extend(-128..0);
+ assert_eq!(serial.into_sorted_vec(), parallel.into_sorted_vec());
+}
+
+#[test]
+fn check_extend_pairs() {
+ fn check<C>()
+ where
+ C: Default
+ + Eq
+ + Debug
+ + Extend<(usize, i32)>
+ + for<'a> Extend<(&'a usize, &'a i32)>
+ + ParallelExtend<(usize, i32)>
+ + for<'a> ParallelExtend<(&'a usize, &'a i32)>,
+ {
+ let mut serial = C::default();
+ let mut parallel = C::default();
+
+ // extend with references
+ let m: HashMap<_, _> = (0..128).enumerate().collect();
+ serial.extend(&m);
+ parallel.par_extend(&m);
+ assert_eq!(serial, parallel);
+
+ // extend with values
+ let v: Vec<(_, _)> = (-128..0).enumerate().collect();
+ serial.extend(v.clone());
+ parallel.par_extend(v);
+ assert_eq!(serial, parallel);
+ }
+
+ check::<BTreeMap<usize, i32>>();
+ check::<HashMap<usize, i32>>();
+}
+
+#[test]
+fn check_unzip_into_vecs() {
+ let mut a = vec![];
+ let mut b = vec![];
+ (0..1024)
+ .into_par_iter()
+ .map(|i| i * i)
+ .enumerate()
+ .unzip_into_vecs(&mut a, &mut b);
+
+ let (c, d): (Vec<_>, Vec<_>) = (0..1024).map(|i| i * i).enumerate().unzip();
+ assert_eq!(a, c);
+ assert_eq!(b, d);
+}
+
+#[test]
+fn check_unzip() {
+ // indexed, unindexed
+ let (a, b): (Vec<_>, HashSet<_>) = (0..1024).into_par_iter().map(|i| i * i).enumerate().unzip();
+ let (c, d): (Vec<_>, HashSet<_>) = (0..1024).map(|i| i * i).enumerate().unzip();
+ assert_eq!(a, c);
+ assert_eq!(b, d);
+
+ // unindexed, indexed
+ let (a, b): (HashSet<_>, Vec<_>) = (0..1024).into_par_iter().map(|i| i * i).enumerate().unzip();
+ let (c, d): (HashSet<_>, Vec<_>) = (0..1024).map(|i| i * i).enumerate().unzip();
+ assert_eq!(a, c);
+ assert_eq!(b, d);
+
+ // indexed, indexed
+ let (a, b): (Vec<_>, Vec<_>) = (0..1024).into_par_iter().map(|i| i * i).enumerate().unzip();
+ let (c, d): (Vec<_>, Vec<_>) = (0..1024).map(|i| i * i).enumerate().unzip();
+ assert_eq!(a, c);
+ assert_eq!(b, d);
+
+ // unindexed producer
+ let (a, b): (Vec<_>, Vec<_>) = (0..1024)
+ .into_par_iter()
+ .filter_map(|i| Some((i, i * i)))
+ .unzip();
+ let (c, d): (Vec<_>, Vec<_>) = (0..1024).map(|i| (i, i * i)).unzip();
+ assert_eq!(a, c);
+ assert_eq!(b, d);
+}
+
+#[test]
+fn check_partition() {
+ let (a, b): (Vec<_>, Vec<_>) = (0..1024).into_par_iter().partition(|&i| i % 3 == 0);
+ let (c, d): (Vec<_>, Vec<_>) = (0..1024).partition(|&i| i % 3 == 0);
+ assert_eq!(a, c);
+ assert_eq!(b, d);
+}
+
+#[test]
+fn check_partition_map() {
+ let input = "a b c 1 2 3 x y z";
+ let (a, b): (Vec<_>, String) =
+ input
+ .par_split_whitespace()
+ .partition_map(|s| match s.parse::<i32>() {
+ Ok(n) => Either::Left(n),
+ Err(_) => Either::Right(s),
+ });
+ assert_eq!(a, vec![1, 2, 3]);
+ assert_eq!(b, "abcxyz");
+}
+
+#[test]
+fn check_either() {
+ type I = crate::vec::IntoIter<i32>;
+ type E = Either<I, I>;
+
+ let v: Vec<i32> = (0..1024).collect();
+
+ // try iterating the left side
+ let left: E = Either::Left(v.clone().into_par_iter());
+ assert!(left.eq(v.clone()));
+
+ // try iterating the right side
+ let right: E = Either::Right(v.clone().into_par_iter());
+ assert!(right.eq(v.clone()));
+
+ // try an indexed iterator
+ let left: E = Either::Left(v.clone().into_par_iter());
+ assert!(left.enumerate().eq(v.into_par_iter().enumerate()));
+}
+
+#[test]
+fn check_either_extend() {
+ type E = Either<Vec<i32>, HashSet<i32>>;
+
+ let v: Vec<i32> = (0..1024).collect();
+
+ // try extending the left side
+ let mut left: E = Either::Left(vec![]);
+ left.par_extend(v.clone());
+ assert_eq!(left.as_ref(), Either::Left(&v));
+
+ // try extending the right side
+ let mut right: E = Either::Right(HashSet::default());
+ right.par_extend(v.clone());
+ assert_eq!(right, Either::Right(v.iter().cloned().collect()));
+}
+
+#[test]
+fn check_interleave_eq() {
+ let xs: Vec<usize> = (0..10).collect();
+ let ys: Vec<usize> = (10..20).collect();
+
+ let mut actual = vec![];
+ xs.par_iter()
+ .interleave(&ys)
+ .map(|&i| i)
+ .collect_into_vec(&mut actual);
+
+ let expected: Vec<usize> = (0..10)
+ .zip(10..20)
+ .flat_map(|(i, j)| vec![i, j].into_iter())
+ .collect();
+ assert_eq!(expected, actual);
+}
+
+#[test]
+fn check_interleave_uneven() {
+ let cases: Vec<(Vec<usize>, Vec<usize>, Vec<usize>)> = vec![
+ (
+ (0..9).collect(),
+ vec![10],
+ vec![0, 10, 1, 2, 3, 4, 5, 6, 7, 8],
+ ),
+ (
+ vec![10],
+ (0..9).collect(),
+ vec![10, 0, 1, 2, 3, 4, 5, 6, 7, 8],
+ ),
+ (
+ (0..5).collect(),
+ (5..10).collect(),
+ (0..5)
+ .zip(5..10)
+ .flat_map(|(i, j)| vec![i, j].into_iter())
+ .collect(),
+ ),
+ (vec![], (0..9).collect(), (0..9).collect()),
+ ((0..9).collect(), vec![], (0..9).collect()),
+ (
+ (0..50).collect(),
+ (50..100).collect(),
+ (0..50)
+ .zip(50..100)
+ .flat_map(|(i, j)| vec![i, j].into_iter())
+ .collect(),
+ ),
+ ];
+
+ for (i, (xs, ys, expected)) in cases.into_iter().enumerate() {
+ let mut res = vec![];
+ xs.par_iter()
+ .interleave(&ys)
+ .map(|&i| i)
+ .collect_into_vec(&mut res);
+ assert_eq!(expected, res, "Case {} failed", i);
+
+ res.truncate(0);
+ xs.par_iter()
+ .interleave(&ys)
+ .rev()
+ .map(|&i| i)
+ .collect_into_vec(&mut res);
+ assert_eq!(
+ expected.into_iter().rev().collect::<Vec<usize>>(),
+ res,
+ "Case {} reversed failed",
+ i
+ );
+ }
+}
+
+#[test]
+fn check_interleave_shortest() {
+ let cases: Vec<(Vec<usize>, Vec<usize>, Vec<usize>)> = vec![
+ ((0..9).collect(), vec![10], vec![0, 10, 1]),
+ (vec![10], (0..9).collect(), vec![10, 0]),
+ (
+ (0..5).collect(),
+ (5..10).collect(),
+ (0..5)
+ .zip(5..10)
+ .flat_map(|(i, j)| vec![i, j].into_iter())
+ .collect(),
+ ),
+ (vec![], (0..9).collect(), vec![]),
+ ((0..9).collect(), vec![], vec![0]),
+ (
+ (0..50).collect(),
+ (50..100).collect(),
+ (0..50)
+ .zip(50..100)
+ .flat_map(|(i, j)| vec![i, j].into_iter())
+ .collect(),
+ ),
+ ];
+
+ for (i, (xs, ys, expected)) in cases.into_iter().enumerate() {
+ let mut res = vec![];
+ xs.par_iter()
+ .interleave_shortest(&ys)
+ .map(|&i| i)
+ .collect_into_vec(&mut res);
+ assert_eq!(expected, res, "Case {} failed", i);
+
+ res.truncate(0);
+ xs.par_iter()
+ .interleave_shortest(&ys)
+ .rev()
+ .map(|&i| i)
+ .collect_into_vec(&mut res);
+ assert_eq!(
+ expected.into_iter().rev().collect::<Vec<usize>>(),
+ res,
+ "Case {} reversed failed",
+ i
+ );
+ }
+}
+
+#[test]
+#[should_panic(expected = "chunk_size must not be zero")]
+fn check_chunks_zero_size() {
+ let _: Vec<Vec<i32>> = vec![1, 2, 3].into_par_iter().chunks(0).collect();
+}
+
+#[test]
+fn check_chunks_even_size() {
+ assert_eq!(
+ vec![vec![1, 2, 3], vec![4, 5, 6], vec![7, 8, 9]],
+ (1..10).into_par_iter().chunks(3).collect::<Vec<Vec<i32>>>()
+ );
+}
+
+#[test]
+fn check_chunks_empty() {
+ let v: Vec<i32> = vec![];
+ let expected: Vec<Vec<i32>> = vec![];
+ assert_eq!(
+ expected,
+ v.into_par_iter().chunks(2).collect::<Vec<Vec<i32>>>()
+ );
+}
+
+#[test]
+fn check_chunks_len() {
+ assert_eq!(4, (0..8).into_par_iter().chunks(2).len());
+ assert_eq!(3, (0..9).into_par_iter().chunks(3).len());
+ assert_eq!(3, (0..8).into_par_iter().chunks(3).len());
+ assert_eq!(1, [1].par_iter().chunks(3).len());
+ assert_eq!(0, (0..0).into_par_iter().chunks(3).len());
+}
+
+#[test]
+fn check_chunks_uneven() {
+ let cases: Vec<(Vec<u32>, usize, Vec<Vec<u32>>)> = vec![
+ ((0..5).collect(), 3, vec![vec![0, 1, 2], vec![3, 4]]),
+ (vec![1], 5, vec![vec![1]]),
+ ((0..4).collect(), 3, vec![vec![0, 1, 2], vec![3]]),
+ ];
+
+ for (i, (v, n, expected)) in cases.into_iter().enumerate() {
+ let mut res: Vec<Vec<u32>> = vec![];
+ v.par_iter()
+ .chunks(n)
+ .map(|v| v.into_iter().cloned().collect())
+ .collect_into_vec(&mut res);
+ assert_eq!(expected, res, "Case {} failed", i);
+
+ res.truncate(0);
+ v.into_par_iter().chunks(n).rev().collect_into_vec(&mut res);
+ assert_eq!(
+ expected.into_iter().rev().collect::<Vec<Vec<u32>>>(),
+ res,
+ "Case {} reversed failed",
+ i
+ );
+ }
+}
+
+#[test]
+#[ignore] // it's quick enough on optimized 32-bit platforms, but otherwise... ... ...
+#[should_panic(expected = "overflow")]
+#[cfg(debug_assertions)]
+fn check_repeat_unbounded() {
+ // use just one thread, so we don't get infinite adaptive splitting
+ // (forever stealing and re-splitting jobs that will panic on overflow)
+ let pool = ThreadPoolBuilder::new().num_threads(1).build().unwrap();
+ pool.install(|| {
+ println!("counted {} repeats", repeat(()).count());
+ });
+}
+
+#[test]
+fn check_repeat_find_any() {
+ let even = repeat(4).find_any(|&x| x % 2 == 0);
+ assert_eq!(even, Some(4));
+}
+
+#[test]
+fn check_repeat_take() {
+ let v: Vec<_> = repeat(4).take(4).collect();
+ assert_eq!(v, [4, 4, 4, 4]);
+}
+
+#[test]
+fn check_repeat_zip() {
+ let v = vec![4, 4, 4, 4];
+ let mut fours: Vec<_> = repeat(4).zip(v).collect();
+ assert_eq!(fours.len(), 4);
+ while let Some(item) = fours.pop() {
+ assert_eq!(item, (4, 4));
+ }
+}
+
+#[test]
+fn check_repeatn_zip_left() {
+ let v = vec![4, 4, 4, 4];
+ let mut fours: Vec<_> = repeatn(4, usize::MAX).zip(v).collect();
+ assert_eq!(fours.len(), 4);
+ while let Some(item) = fours.pop() {
+ assert_eq!(item, (4, 4));
+ }
+}
+
+#[test]
+fn check_repeatn_zip_right() {
+ let v = vec![4, 4, 4, 4];
+ let mut fours: Vec<_> = v.into_par_iter().zip(repeatn(4, usize::MAX)).collect();
+ assert_eq!(fours.len(), 4);
+ while let Some(item) = fours.pop() {
+ assert_eq!(item, (4, 4));
+ }
+}
+
+#[test]
+fn check_empty() {
+ // drive_unindexed
+ let mut v: Vec<i32> = empty().filter(|_| unreachable!()).collect();
+ assert!(v.is_empty());
+
+ // drive (indexed)
+ empty().collect_into_vec(&mut v);
+ assert!(v.is_empty());
+
+ // with_producer
+ let v: Vec<(i32, i32)> = empty().zip(1..10).collect();
+ assert!(v.is_empty());
+}
+
+#[test]
+fn check_once() {
+ // drive_unindexed
+ let mut v: Vec<i32> = once(42).filter(|_| true).collect();
+ assert_eq!(v, &[42]);
+
+ // drive (indexed)
+ once(42).collect_into_vec(&mut v);
+ assert_eq!(v, &[42]);
+
+ // with_producer
+ let v: Vec<(i32, i32)> = once(42).zip(1..10).collect();
+ assert_eq!(v, &[(42, 1)]);
+}
+
+#[test]
+fn check_update() {
+ let mut v: Vec<Vec<_>> = vec![vec![1], vec![3, 2, 1]];
+ v.par_iter_mut().update(|v| v.push(0)).for_each(|_| ());
+
+ assert_eq!(v, vec![vec![1, 0], vec![3, 2, 1, 0]]);
+}