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+//! Parallel iterator types for `IndexMap` with [rayon](https://docs.rs/rayon/1.0/rayon).
+//!
+//! You will rarely need to interact with this module directly unless you need to name one of the
+//! iterator types.
+//!
+//! Requires crate feature `"rayon"`
+
+use super::collect;
+use rayon::iter::plumbing::{Consumer, ProducerCallback, UnindexedConsumer};
+use rayon::prelude::*;
+
+use crate::vec::Vec;
+use core::cmp::Ordering;
+use core::fmt;
+use core::hash::{BuildHasher, Hash};
+use core::ops::RangeBounds;
+
+use crate::Bucket;
+use crate::Entries;
+use crate::IndexMap;
+
+/// Requires crate feature `"rayon"`.
+impl<K, V, S> IntoParallelIterator for IndexMap<K, V, S>
+where
+ K: Send,
+ V: Send,
+{
+ type Item = (K, V);
+ type Iter = IntoParIter<K, V>;
+
+ fn into_par_iter(self) -> Self::Iter {
+ IntoParIter {
+ entries: self.into_entries(),
+ }
+ }
+}
+
+/// A parallel owning iterator over the entries of a `IndexMap`.
+///
+/// This `struct` is created by the [`into_par_iter`] method on [`IndexMap`]
+/// (provided by rayon's `IntoParallelIterator` trait). See its documentation for more.
+///
+/// [`into_par_iter`]: ../struct.IndexMap.html#method.into_par_iter
+/// [`IndexMap`]: ../struct.IndexMap.html
+pub struct IntoParIter<K, V> {
+ entries: Vec<Bucket<K, V>>,
+}
+
+impl<K: fmt::Debug, V: fmt::Debug> fmt::Debug for IntoParIter<K, V> {
+ fn fmt(&self, f: &mut fmt::Formatter<'_>) -> fmt::Result {
+ let iter = self.entries.iter().map(Bucket::refs);
+ f.debug_list().entries(iter).finish()
+ }
+}
+
+impl<K: Send, V: Send> ParallelIterator for IntoParIter<K, V> {
+ type Item = (K, V);
+
+ parallel_iterator_methods!(Bucket::key_value);
+}
+
+impl<K: Send, V: Send> IndexedParallelIterator for IntoParIter<K, V> {
+ indexed_parallel_iterator_methods!(Bucket::key_value);
+}
+
+/// Requires crate feature `"rayon"`.
+impl<'a, K, V, S> IntoParallelIterator for &'a IndexMap<K, V, S>
+where
+ K: Sync,
+ V: Sync,
+{
+ type Item = (&'a K, &'a V);
+ type Iter = ParIter<'a, K, V>;
+
+ fn into_par_iter(self) -> Self::Iter {
+ ParIter {
+ entries: self.as_entries(),
+ }
+ }
+}
+
+/// A parallel iterator over the entries of a `IndexMap`.
+///
+/// This `struct` is created by the [`par_iter`] method on [`IndexMap`]
+/// (provided by rayon's `IntoParallelRefIterator` trait). See its documentation for more.
+///
+/// [`par_iter`]: ../struct.IndexMap.html#method.par_iter
+/// [`IndexMap`]: ../struct.IndexMap.html
+pub struct ParIter<'a, K, V> {
+ entries: &'a [Bucket<K, V>],
+}
+
+impl<K, V> Clone for ParIter<'_, K, V> {
+ fn clone(&self) -> Self {
+ ParIter { ..*self }
+ }
+}
+
+impl<K: fmt::Debug, V: fmt::Debug> fmt::Debug for ParIter<'_, K, V> {
+ fn fmt(&self, f: &mut fmt::Formatter<'_>) -> fmt::Result {
+ let iter = self.entries.iter().map(Bucket::refs);
+ f.debug_list().entries(iter).finish()
+ }
+}
+
+impl<'a, K: Sync, V: Sync> ParallelIterator for ParIter<'a, K, V> {
+ type Item = (&'a K, &'a V);
+
+ parallel_iterator_methods!(Bucket::refs);
+}
+
+impl<K: Sync, V: Sync> IndexedParallelIterator for ParIter<'_, K, V> {
+ indexed_parallel_iterator_methods!(Bucket::refs);
+}
+
+/// Requires crate feature `"rayon"`.
+impl<'a, K, V, S> IntoParallelIterator for &'a mut IndexMap<K, V, S>
+where
+ K: Sync + Send,
+ V: Send,
+{
+ type Item = (&'a K, &'a mut V);
+ type Iter = ParIterMut<'a, K, V>;
+
+ fn into_par_iter(self) -> Self::Iter {
+ ParIterMut {
+ entries: self.as_entries_mut(),
+ }
+ }
+}
+
+/// A parallel mutable iterator over the entries of a `IndexMap`.
+///
+/// This `struct` is created by the [`par_iter_mut`] method on [`IndexMap`]
+/// (provided by rayon's `IntoParallelRefMutIterator` trait). See its documentation for more.
+///
+/// [`par_iter_mut`]: ../struct.IndexMap.html#method.par_iter_mut
+/// [`IndexMap`]: ../struct.IndexMap.html
+pub struct ParIterMut<'a, K, V> {
+ entries: &'a mut [Bucket<K, V>],
+}
+
+impl<K: fmt::Debug, V: fmt::Debug> fmt::Debug for ParIterMut<'_, K, V> {
+ fn fmt(&self, f: &mut fmt::Formatter<'_>) -> fmt::Result {
+ let iter = self.entries.iter().map(Bucket::refs);
+ f.debug_list().entries(iter).finish()
+ }
+}
+
+impl<'a, K: Sync + Send, V: Send> ParallelIterator for ParIterMut<'a, K, V> {
+ type Item = (&'a K, &'a mut V);
+
+ parallel_iterator_methods!(Bucket::ref_mut);
+}
+
+impl<K: Sync + Send, V: Send> IndexedParallelIterator for ParIterMut<'_, K, V> {
+ indexed_parallel_iterator_methods!(Bucket::ref_mut);
+}
+
+/// Requires crate feature `"rayon"`.
+impl<'a, K, V, S> ParallelDrainRange<usize> for &'a mut IndexMap<K, V, S>
+where
+ K: Send,
+ V: Send,
+{
+ type Item = (K, V);
+ type Iter = ParDrain<'a, K, V>;
+
+ fn par_drain<R: RangeBounds<usize>>(self, range: R) -> Self::Iter {
+ ParDrain {
+ entries: self.core.par_drain(range),
+ }
+ }
+}
+
+/// A parallel draining iterator over the entries of a `IndexMap`.
+///
+/// This `struct` is created by the [`par_drain`] method on [`IndexMap`]
+/// (provided by rayon's `ParallelDrainRange` trait). See its documentation for more.
+///
+/// [`par_drain`]: ../struct.IndexMap.html#method.par_drain
+/// [`IndexMap`]: ../struct.IndexMap.html
+pub struct ParDrain<'a, K: Send, V: Send> {
+ entries: rayon::vec::Drain<'a, Bucket<K, V>>,
+}
+
+impl<K: Send, V: Send> ParallelIterator for ParDrain<'_, K, V> {
+ type Item = (K, V);
+
+ parallel_iterator_methods!(Bucket::key_value);
+}
+
+impl<K: Send, V: Send> IndexedParallelIterator for ParDrain<'_, K, V> {
+ indexed_parallel_iterator_methods!(Bucket::key_value);
+}
+
+/// Parallel iterator methods and other parallel methods.
+///
+/// The following methods **require crate feature `"rayon"`**.
+///
+/// See also the `IntoParallelIterator` implementations.
+impl<K, V, S> IndexMap<K, V, S>
+where
+ K: Sync,
+ V: Sync,
+{
+ /// Return a parallel iterator over the keys of the map.
+ ///
+ /// While parallel iterators can process items in any order, their relative order
+ /// in the map is still preserved for operations like `reduce` and `collect`.
+ pub fn par_keys(&self) -> ParKeys<'_, K, V> {
+ ParKeys {
+ entries: self.as_entries(),
+ }
+ }
+
+ /// Return a parallel iterator over the values of the map.
+ ///
+ /// While parallel iterators can process items in any order, their relative order
+ /// in the map is still preserved for operations like `reduce` and `collect`.
+ pub fn par_values(&self) -> ParValues<'_, K, V> {
+ ParValues {
+ entries: self.as_entries(),
+ }
+ }
+}
+
+impl<K, V, S> IndexMap<K, V, S>
+where
+ K: Hash + Eq + Sync,
+ V: Sync,
+ S: BuildHasher,
+{
+ /// Returns `true` if `self` contains all of the same key-value pairs as `other`,
+ /// regardless of each map's indexed order, determined in parallel.
+ pub fn par_eq<V2, S2>(&self, other: &IndexMap<K, V2, S2>) -> bool
+ where
+ V: PartialEq<V2>,
+ V2: Sync,
+ S2: BuildHasher + Sync,
+ {
+ self.len() == other.len()
+ && self
+ .par_iter()
+ .all(move |(key, value)| other.get(key).map_or(false, |v| *value == *v))
+ }
+}
+
+/// A parallel iterator over the keys of a `IndexMap`.
+///
+/// This `struct` is created by the [`par_keys`] method on [`IndexMap`]. See its
+/// documentation for more.
+///
+/// [`par_keys`]: ../struct.IndexMap.html#method.par_keys
+/// [`IndexMap`]: ../struct.IndexMap.html
+pub struct ParKeys<'a, K, V> {
+ entries: &'a [Bucket<K, V>],
+}
+
+impl<K, V> Clone for ParKeys<'_, K, V> {
+ fn clone(&self) -> Self {
+ ParKeys { ..*self }
+ }
+}
+
+impl<K: fmt::Debug, V> fmt::Debug for ParKeys<'_, K, V> {
+ fn fmt(&self, f: &mut fmt::Formatter<'_>) -> fmt::Result {
+ let iter = self.entries.iter().map(Bucket::key_ref);
+ f.debug_list().entries(iter).finish()
+ }
+}
+
+impl<'a, K: Sync, V: Sync> ParallelIterator for ParKeys<'a, K, V> {
+ type Item = &'a K;
+
+ parallel_iterator_methods!(Bucket::key_ref);
+}
+
+impl<K: Sync, V: Sync> IndexedParallelIterator for ParKeys<'_, K, V> {
+ indexed_parallel_iterator_methods!(Bucket::key_ref);
+}
+
+/// A parallel iterator over the values of a `IndexMap`.
+///
+/// This `struct` is created by the [`par_values`] method on [`IndexMap`]. See its
+/// documentation for more.
+///
+/// [`par_values`]: ../struct.IndexMap.html#method.par_values
+/// [`IndexMap`]: ../struct.IndexMap.html
+pub struct ParValues<'a, K, V> {
+ entries: &'a [Bucket<K, V>],
+}
+
+impl<K, V> Clone for ParValues<'_, K, V> {
+ fn clone(&self) -> Self {
+ ParValues { ..*self }
+ }
+}
+
+impl<K, V: fmt::Debug> fmt::Debug for ParValues<'_, K, V> {
+ fn fmt(&self, f: &mut fmt::Formatter<'_>) -> fmt::Result {
+ let iter = self.entries.iter().map(Bucket::value_ref);
+ f.debug_list().entries(iter).finish()
+ }
+}
+
+impl<'a, K: Sync, V: Sync> ParallelIterator for ParValues<'a, K, V> {
+ type Item = &'a V;
+
+ parallel_iterator_methods!(Bucket::value_ref);
+}
+
+impl<K: Sync, V: Sync> IndexedParallelIterator for ParValues<'_, K, V> {
+ indexed_parallel_iterator_methods!(Bucket::value_ref);
+}
+
+/// Requires crate feature `"rayon"`.
+impl<K, V, S> IndexMap<K, V, S>
+where
+ K: Send,
+ V: Send,
+{
+ /// Return a parallel iterator over mutable references to the values of the map
+ ///
+ /// While parallel iterators can process items in any order, their relative order
+ /// in the map is still preserved for operations like `reduce` and `collect`.
+ pub fn par_values_mut(&mut self) -> ParValuesMut<'_, K, V> {
+ ParValuesMut {
+ entries: self.as_entries_mut(),
+ }
+ }
+}
+
+impl<K, V, S> IndexMap<K, V, S>
+where
+ K: Hash + Eq + Send,
+ V: Send,
+ S: BuildHasher,
+{
+ /// Sort the map’s key-value pairs in parallel, by the default ordering of the keys.
+ pub fn par_sort_keys(&mut self)
+ where
+ K: Ord,
+ {
+ self.with_entries(|entries| {
+ entries.par_sort_by(|a, b| K::cmp(&a.key, &b.key));
+ });
+ }
+
+ /// Sort the map’s key-value pairs in place and in parallel, using the comparison
+ /// function `cmp`.
+ ///
+ /// The comparison function receives two key and value pairs to compare (you
+ /// can sort by keys or values or their combination as needed).
+ pub fn par_sort_by<F>(&mut self, cmp: F)
+ where
+ F: Fn(&K, &V, &K, &V) -> Ordering + Sync,
+ {
+ self.with_entries(|entries| {
+ entries.par_sort_by(move |a, b| cmp(&a.key, &a.value, &b.key, &b.value));
+ });
+ }
+
+ /// Sort the key-value pairs of the map in parallel and return a by-value parallel
+ /// iterator of the key-value pairs with the result.
+ pub fn par_sorted_by<F>(self, cmp: F) -> IntoParIter<K, V>
+ where
+ F: Fn(&K, &V, &K, &V) -> Ordering + Sync,
+ {
+ let mut entries = self.into_entries();
+ entries.par_sort_by(move |a, b| cmp(&a.key, &a.value, &b.key, &b.value));
+ IntoParIter { entries }
+ }
+
+ /// Sort the map's key-value pairs in parallel, by the default ordering of the keys.
+ pub fn par_sort_unstable_keys(&mut self)
+ where
+ K: Ord,
+ {
+ self.with_entries(|entries| {
+ entries.par_sort_unstable_by(|a, b| K::cmp(&a.key, &b.key));
+ });
+ }
+
+ /// Sort the map's key-value pairs in place and in parallel, using the comparison
+ /// function `cmp`.
+ ///
+ /// The comparison function receives two key and value pairs to compare (you
+ /// can sort by keys or values or their combination as needed).
+ pub fn par_sort_unstable_by<F>(&mut self, cmp: F)
+ where
+ F: Fn(&K, &V, &K, &V) -> Ordering + Sync,
+ {
+ self.with_entries(|entries| {
+ entries.par_sort_unstable_by(move |a, b| cmp(&a.key, &a.value, &b.key, &b.value));
+ });
+ }
+
+ /// Sort the key-value pairs of the map in parallel and return a by-value parallel
+ /// iterator of the key-value pairs with the result.
+ pub fn par_sorted_unstable_by<F>(self, cmp: F) -> IntoParIter<K, V>
+ where
+ F: Fn(&K, &V, &K, &V) -> Ordering + Sync,
+ {
+ let mut entries = self.into_entries();
+ entries.par_sort_unstable_by(move |a, b| cmp(&a.key, &a.value, &b.key, &b.value));
+ IntoParIter { entries }
+ }
+}
+
+/// A parallel mutable iterator over the values of a `IndexMap`.
+///
+/// This `struct` is created by the [`par_values_mut`] method on [`IndexMap`]. See its
+/// documentation for more.
+///
+/// [`par_values_mut`]: ../struct.IndexMap.html#method.par_values_mut
+/// [`IndexMap`]: ../struct.IndexMap.html
+pub struct ParValuesMut<'a, K, V> {
+ entries: &'a mut [Bucket<K, V>],
+}
+
+impl<K, V: fmt::Debug> fmt::Debug for ParValuesMut<'_, K, V> {
+ fn fmt(&self, f: &mut fmt::Formatter<'_>) -> fmt::Result {
+ let iter = self.entries.iter().map(Bucket::value_ref);
+ f.debug_list().entries(iter).finish()
+ }
+}
+
+impl<'a, K: Send, V: Send> ParallelIterator for ParValuesMut<'a, K, V> {
+ type Item = &'a mut V;
+
+ parallel_iterator_methods!(Bucket::value_mut);
+}
+
+impl<K: Send, V: Send> IndexedParallelIterator for ParValuesMut<'_, K, V> {
+ indexed_parallel_iterator_methods!(Bucket::value_mut);
+}
+
+/// Requires crate feature `"rayon"`.
+impl<K, V, S> FromParallelIterator<(K, V)> for IndexMap<K, V, S>
+where
+ K: Eq + Hash + Send,
+ V: Send,
+ S: BuildHasher + Default + Send,
+{
+ fn from_par_iter<I>(iter: I) -> Self
+ where
+ I: IntoParallelIterator<Item = (K, V)>,
+ {
+ let list = collect(iter);
+ let len = list.iter().map(Vec::len).sum();
+ let mut map = Self::with_capacity_and_hasher(len, S::default());
+ for vec in list {
+ map.extend(vec);
+ }
+ map
+ }
+}
+
+/// Requires crate feature `"rayon"`.
+impl<K, V, S> ParallelExtend<(K, V)> for IndexMap<K, V, S>
+where
+ K: Eq + Hash + Send,
+ V: Send,
+ S: BuildHasher + Send,
+{
+ fn par_extend<I>(&mut self, iter: I)
+ where
+ I: IntoParallelIterator<Item = (K, V)>,
+ {
+ for vec in collect(iter) {
+ self.extend(vec);
+ }
+ }
+}
+
+/// Requires crate feature `"rayon"`.
+impl<'a, K: 'a, V: 'a, S> ParallelExtend<(&'a K, &'a V)> for IndexMap<K, V, S>
+where
+ K: Copy + Eq + Hash + Send + Sync,
+ V: Copy + Send + Sync,
+ S: BuildHasher + Send,
+{
+ fn par_extend<I>(&mut self, iter: I)
+ where
+ I: IntoParallelIterator<Item = (&'a K, &'a V)>,
+ {
+ for vec in collect(iter) {
+ self.extend(vec);
+ }
+ }
+}
+
+#[cfg(test)]
+mod tests {
+ use super::*;
+ use std::string::String;
+
+ #[test]
+ fn insert_order() {
+ let insert = [0, 4, 2, 12, 8, 7, 11, 5, 3, 17, 19, 22, 23];
+ let mut map = IndexMap::new();
+
+ for &elt in &insert {
+ map.insert(elt, ());
+ }
+
+ assert_eq!(map.par_keys().count(), map.len());
+ assert_eq!(map.par_keys().count(), insert.len());
+ insert.par_iter().zip(map.par_keys()).for_each(|(a, b)| {
+ assert_eq!(a, b);
+ });
+ (0..insert.len())
+ .into_par_iter()
+ .zip(map.par_keys())
+ .for_each(|(i, k)| {
+ assert_eq!(map.get_index(i).unwrap().0, k);
+ });
+ }
+
+ #[test]
+ fn partial_eq_and_eq() {
+ let mut map_a = IndexMap::new();
+ map_a.insert(1, "1");
+ map_a.insert(2, "2");
+ let mut map_b = map_a.clone();
+ assert!(map_a.par_eq(&map_b));
+ map_b.swap_remove(&1);
+ assert!(!map_a.par_eq(&map_b));
+ map_b.insert(3, "3");
+ assert!(!map_a.par_eq(&map_b));
+
+ let map_c: IndexMap<_, String> =
+ map_b.into_par_iter().map(|(k, v)| (k, v.into())).collect();
+ assert!(!map_a.par_eq(&map_c));
+ assert!(!map_c.par_eq(&map_a));
+ }
+
+ #[test]
+ fn extend() {
+ let mut map = IndexMap::new();
+ map.par_extend(vec![(&1, &2), (&3, &4)]);
+ map.par_extend(vec![(5, 6)]);
+ assert_eq!(
+ map.into_par_iter().collect::<Vec<_>>(),
+ vec![(1, 2), (3, 4), (5, 6)]
+ );
+ }
+
+ #[test]
+ fn keys() {
+ let vec = vec![(1, 'a'), (2, 'b'), (3, 'c')];
+ let map: IndexMap<_, _> = vec.into_par_iter().collect();
+ let keys: Vec<_> = map.par_keys().copied().collect();
+ assert_eq!(keys.len(), 3);
+ assert!(keys.contains(&1));
+ assert!(keys.contains(&2));
+ assert!(keys.contains(&3));
+ }
+
+ #[test]
+ fn values() {
+ let vec = vec![(1, 'a'), (2, 'b'), (3, 'c')];
+ let map: IndexMap<_, _> = vec.into_par_iter().collect();
+ let values: Vec<_> = map.par_values().copied().collect();
+ assert_eq!(values.len(), 3);
+ assert!(values.contains(&'a'));
+ assert!(values.contains(&'b'));
+ assert!(values.contains(&'c'));
+ }
+
+ #[test]
+ fn values_mut() {
+ let vec = vec![(1, 1), (2, 2), (3, 3)];
+ let mut map: IndexMap<_, _> = vec.into_par_iter().collect();
+ map.par_values_mut().for_each(|value| *value *= 2);
+ let values: Vec<_> = map.par_values().copied().collect();
+ assert_eq!(values.len(), 3);
+ assert!(values.contains(&2));
+ assert!(values.contains(&4));
+ assert!(values.contains(&6));
+ }
+}