dary_heap/lib.rs
1//! A priority queue implemented with a *d*-ary heap.
2//!
3//! Insertion and popping the largest element have *O*(log(*n*)) time complexity.
4//! Checking the largest element is *O*(1). Converting a vector to a *d*-ary heap
5//! can be done in-place, and has *O*(*n*) complexity. A *d*-ary heap can also be
6//! converted to a sorted vector in-place, allowing it to be used for an *O*(*n* * log(*n*))
7//! in-place heapsort.
8//!
9//! # Comparison to standard library
10//!
11//! The standard library contains a 2-ary heap
12//! ([`std::collections::BinaryHeap`][std]). The [`BinaryHeap`] of this crate
13//! aims to be a drop-in replacement, both in API and in performance. Cargo
14//! features are used in place of unstable Rust features. The advantage of this
15//! crate over the standard library lies in the possibility of easily changing
16//! the arity of the heap, which can increase performance.
17//!
18//! The standard library binary heap can contain up to [`isize::MAX`] elements;
19//! this is the same for the binary heap of this crate, but other heaps in this
20//! crate can hold less elements. In the general case, the maximum number of
21//! elements is ([`usize::MAX`] - 1) / *d* for an arity of *d*. On 64-bit systems
22//! this should generally not be a concern when using reasonable arities. On
23//! 32-bit systems this may be a concern when using very large heaps with a
24//! relatively high arity.
25//!
26//! [std]: https://doc.rust-lang.org/std/collections/struct.BinaryHeap.html
27//!
28//! # Comparison of different arities *d*
29//!
30//! The arity *d* is defined as the maximum number of children each node can
31//! have. A higher number means the heap has less layers, but may require more
32//! work per layer because there are more children present. This generally makes
33//! methods adding elements to the heap such as [`push`] faster, and methods
34//! removing them such as [`pop`] slower. However, due to higher cache locality
35//! for higher *d*, the drop in [`pop`] performance is often diminished. If you're
36//! unsure what value of *d* to choose, the [`QuaternaryHeap`] with *d* = 4 is
37//! usually a good start, but benchmarking is necessary to determine the best
38//! value of *d*.
39//!
40//! [`push`]: struct.DaryHeap.html#method.push
41//! [`pop`]: struct.DaryHeap.html#method.pop
42//!
43//! # Usage
44//!
45//! Rust type interference cannot infer the desired heap arity (value of *d*)
46//! automatically when using [`DaryHeap`] directly. It is therefore more
47//! ergonomic to use one of the type aliases to select the desired arity:
48//!
49//! | Name | Arity |
50//! |--------------------|---------|
51//! | [`BinaryHeap`] | *d* = 2 |
52//! | [`TernaryHeap`] | *d* = 3 |
53//! | [`QuaternaryHeap`] | *d* = 4 |
54//! | [`QuinaryHeap`] | *d* = 5 |
55//! | [`SenaryHeap`] | *d* = 6 |
56//! | [`SeptenaryHeap`] | *d* = 7 |
57//! | [`OctonaryHeap`] | *d* = 8 |
58//!
59//! The difference in ergonomics illustrated in the following:
60//!
61//! ```
62//! use dary_heap::{DaryHeap, TernaryHeap};
63//!
64//! // Type parameter T can be inferred, but arity cannot
65//! let mut heap1 = DaryHeap::<_, 3>::new();
66//! heap1.push(42);
67//!
68//! // Type alias removes need for explicit type
69//! let mut heap2 = TernaryHeap::new();
70//! heap2.push(42);
71//! ```
72//!
73//! If a different arity is desired, you can use the former or a define a type
74//! alias yourself. It should be noted that *d* > 8 is rarely beneficial.
75//!
76//! ## Validity of arities in *d*-ary heaps
77//!
78//! Only arities of two or greater are useful in *d*-ary heap, and are therefore
79//! the only ones implemented by default. Lower arities are only possible if you
80//! put in the effort to implement them yourself. An arity of one is possible,
81//! but yields a heap where every element has one child. This essentially makes
82//! it a sorted vector with poor performance. Regarding an arity of zero: this
83//! is not statically prevented, but constructing a [`DaryHeap`] with it and
84//! using it may (and probably will) result in a runtime panic.
85//!
86//! [`DaryHeap`]: struct.DaryHeap.html
87//! [`BinaryHeap`]: type.BinaryHeap.html
88//! [`TernaryHeap`]: type.TernaryHeap.html
89//! [`QuaternaryHeap`]: type.QuaternaryHeap.html
90//! [`QuinaryHeap`]: type.QuinaryHeap.html
91//! [`SenaryHeap`]: type.SenaryHeap.html
92//! [`SeptenaryHeap`]: type.SeptenaryHeap.html
93//! [`OctonaryHeap`]: type.OctonaryHeap.html
94//!
95//! # Examples
96//!
97//! This is a larger example that implements [Dijkstra's algorithm][dijkstra]
98//! to solve the [shortest path problem][sssp] on a [directed graph][dir_graph].
99//! It shows how to use [`DaryHeap`] with custom types.
100//!
101//! [dijkstra]: https://en.wikipedia.org/wiki/Dijkstra%27s_algorithm
102//! [sssp]: https://en.wikipedia.org/wiki/Shortest_path_problem
103//! [dir_graph]: https://en.wikipedia.org/wiki/Directed_graph
104//!
105//! ```
106//! use std::cmp::Ordering;
107//! use dary_heap::TernaryHeap;
108//!
109//! #[derive(Copy, Clone, Eq, PartialEq)]
110//! struct State {
111//! cost: usize,
112//! position: usize,
113//! }
114//!
115//! // The priority queue depends on `Ord`.
116//! // Explicitly implement the trait so the queue becomes a min-heap
117//! // instead of a max-heap.
118//! impl Ord for State {
119//! fn cmp(&self, other: &Self) -> Ordering {
120//! // Notice that we flip the ordering on costs.
121//! // In case of a tie we compare positions - this step is necessary
122//! // to make implementations of `PartialEq` and `Ord` consistent.
123//! other.cost.cmp(&self.cost)
124//! .then_with(|| self.position.cmp(&other.position))
125//! }
126//! }
127//!
128//! // `PartialOrd` needs to be implemented as well.
129//! impl PartialOrd for State {
130//! fn partial_cmp(&self, other: &Self) -> Option<Ordering> {
131//! Some(self.cmp(other))
132//! }
133//! }
134//!
135//! // Each node is represented as a `usize`, for a shorter implementation.
136//! struct Edge {
137//! node: usize,
138//! cost: usize,
139//! }
140//!
141//! // Dijkstra's shortest path algorithm.
142//!
143//! // Start at `start` and use `dist` to track the current shortest distance
144//! // to each node. This implementation isn't memory-efficient as it may leave duplicate
145//! // nodes in the queue. It also uses `usize::MAX` as a sentinel value,
146//! // for a simpler implementation.
147//! fn shortest_path(adj_list: &Vec<Vec<Edge>>, start: usize, goal: usize) -> Option<usize> {
148//! // dist[node] = current shortest distance from `start` to `node`
149//! let mut dist: Vec<_> = (0..adj_list.len()).map(|_| usize::MAX).collect();
150//!
151//! let mut heap = TernaryHeap::new();
152//!
153//! // We're at `start`, with a zero cost
154//! dist[start] = 0;
155//! heap.push(State { cost: 0, position: start });
156//!
157//! // Examine the frontier with lower cost nodes first (min-heap)
158//! while let Some(State { cost, position }) = heap.pop() {
159//! // Alternatively we could have continued to find all shortest paths
160//! if position == goal { return Some(cost); }
161//!
162//! // Important as we may have already found a better way
163//! if cost > dist[position] { continue; }
164//!
165//! // For each node we can reach, see if we can find a way with
166//! // a lower cost going through this node
167//! for edge in &adj_list[position] {
168//! let next = State { cost: cost + edge.cost, position: edge.node };
169//!
170//! // If so, add it to the frontier and continue
171//! if next.cost < dist[next.position] {
172//! heap.push(next);
173//! // Relaxation, we have now found a better way
174//! dist[next.position] = next.cost;
175//! }
176//! }
177//! }
178//!
179//! // Goal not reachable
180//! None
181//! }
182//!
183//! fn main() {
184//! // This is the directed graph we're going to use.
185//! // The node numbers correspond to the different states,
186//! // and the edge weights symbolize the cost of moving
187//! // from one node to another.
188//! // Note that the edges are one-way.
189//! //
190//! // 7
191//! // +-----------------+
192//! // | |
193//! // v 1 2 | 2
194//! // 0 -----> 1 -----> 3 ---> 4
195//! // | ^ ^ ^
196//! // | | 1 | |
197//! // | | | 3 | 1
198//! // +------> 2 -------+ |
199//! // 10 | |
200//! // +---------------+
201//! //
202//! // The graph is represented as an adjacency list where each index,
203//! // corresponding to a node value, has a list of outgoing edges.
204//! // Chosen for its efficiency.
205//! let graph = vec![
206//! // Node 0
207//! vec![Edge { node: 2, cost: 10 },
208//! Edge { node: 1, cost: 1 }],
209//! // Node 1
210//! vec![Edge { node: 3, cost: 2 }],
211//! // Node 2
212//! vec![Edge { node: 1, cost: 1 },
213//! Edge { node: 3, cost: 3 },
214//! Edge { node: 4, cost: 1 }],
215//! // Node 3
216//! vec![Edge { node: 0, cost: 7 },
217//! Edge { node: 4, cost: 2 }],
218//! // Node 4
219//! vec![]];
220//!
221//! assert_eq!(shortest_path(&graph, 0, 1), Some(1));
222//! assert_eq!(shortest_path(&graph, 0, 3), Some(3));
223//! assert_eq!(shortest_path(&graph, 3, 0), Some(7));
224//! assert_eq!(shortest_path(&graph, 0, 4), Some(5));
225//! assert_eq!(shortest_path(&graph, 4, 0), None);
226//! }
227//! ```
228
229#![no_std]
230#![cfg_attr(
231 feature = "unstable_nightly",
232 feature(
233 exact_size_is_empty,
234 extend_one,
235 inplace_iteration,
236 min_specialization,
237 trusted_fused,
238 trusted_len
239 )
240)]
241#![cfg_attr(docsrs, feature(doc_cfg))]
242#![allow(
243 unknown_lints,
244 non_local_definitions,
245 unexpected_cfgs,
246 clippy::needless_doctest_main
247)]
248
249extern crate alloc;
250
251use core::iter::{FromIterator, FusedIterator};
252use core::mem::{size_of, swap, ManuallyDrop};
253use core::num::NonZeroUsize;
254use core::ops::{Deref, DerefMut};
255use core::{fmt, ptr, slice};
256
257#[cfg(feature = "extra")]
258use alloc::collections::TryReserveError;
259use alloc::{vec, vec::Vec};
260
261/// A binary heap (*d* = 2).
262pub type BinaryHeap<T> = DaryHeap<T, 2>;
263
264/// A ternary heap (*d* = 3).
265pub type TernaryHeap<T> = DaryHeap<T, 3>;
266
267/// A quaternary heap (*d* = 4).
268pub type QuaternaryHeap<T> = DaryHeap<T, 4>;
269
270/// A quinary heap (*d* = 5).
271pub type QuinaryHeap<T> = DaryHeap<T, 5>;
272
273/// A senary heap (*d* = 6).
274pub type SenaryHeap<T> = DaryHeap<T, 6>;
275
276/// A septenary heap (*d* = 7).
277pub type SeptenaryHeap<T> = DaryHeap<T, 7>;
278
279/// An octonary heap (*d* = 8).
280pub type OctonaryHeap<T> = DaryHeap<T, 8>;
281
282/// A priority queue implemented with a *d*-ary heap.
283///
284/// This will be a max-heap.
285///
286/// It is a logic error for an item to be modified in such a way that the
287/// item's ordering relative to any other item, as determined by the [`Ord`]
288/// trait, changes while it is in the heap. This is normally only possible
289/// through interior mutability, global state, I/O, or unsafe code. The
290/// behavior resulting from such a logic error is not specified, but will
291/// be encapsulated to the `DaryHeap` that observed the logic error and not
292/// result in undefined behavior. This could include panics, incorrect results,
293/// aborts, memory leaks, and non-termination.
294///
295/// As long as no elements change their relative order while being in the heap
296/// as described above, the API of `DaryHeap` guarantees that the heap
297/// invariant remains intact i.e. its methods all behave as documented. For
298/// example if a method is documented as iterating in sorted order, that's
299/// guaranteed to work as long as elements in the heap have not changed order,
300/// even in the presence of closures getting unwinded out of, iterators getting
301/// leaked, and similar foolishness.
302///
303///
304/// # Usage
305///
306/// Rust type interference cannot infer the desired heap arity (value of *d*)
307/// automatically. Therefore, it is generally more ergonomic to use one of the
308/// [type aliases] instead of `DaryHeap` directly. See the [crate-level
309/// documentation][usage] for more information.
310///
311/// [type aliases]: index.html#types
312/// [usage]: index.html#usage
313///
314/// # Comparison to standard library
315///
316/// For a comparison with [`std::collections::BinaryHeap`][std], see the [crate-level
317/// documentation][comparison].
318///
319/// [std]: https://doc.rust-lang.org/std/collections/struct.BinaryHeap.html
320/// [comparison]: index.html#comparison-to-standard-library
321///
322/// # Examples
323///
324/// ```
325/// use dary_heap::BinaryHeap;
326///
327/// // Type inference lets us omit an explicit type signature (which
328/// // would be `BinaryHeap<i32>` in this example).
329/// let mut heap = BinaryHeap::new();
330///
331/// // We can use peek to look at the next item in the heap. In this case,
332/// // there's no items in there yet so we get None.
333/// assert_eq!(heap.peek(), None);
334///
335/// // Let's add some scores...
336/// heap.push(1);
337/// heap.push(5);
338/// heap.push(2);
339///
340/// // Now peek shows the most important item in the heap.
341/// assert_eq!(heap.peek(), Some(&5));
342///
343/// // We can check the length of a heap.
344/// assert_eq!(heap.len(), 3);
345///
346/// // We can iterate over the items in the heap, although they are returned in
347/// // a random order.
348/// for x in &heap {
349/// println!("{x}");
350/// }
351///
352/// // If we instead pop these scores, they should come back in order.
353/// assert_eq!(heap.pop(), Some(5));
354/// assert_eq!(heap.pop(), Some(2));
355/// assert_eq!(heap.pop(), Some(1));
356/// assert_eq!(heap.pop(), None);
357///
358/// // We can clear the heap of any remaining items.
359/// heap.clear();
360///
361/// // The heap should now be empty.
362/// assert!(heap.is_empty())
363/// ```
364///
365/// A `DaryHeap` with a known list of items can be initialized from an array:
366///
367/// ```
368/// use dary_heap::QuaternaryHeap;
369///
370/// let heap = QuaternaryHeap::from([1, 5, 2]);
371/// ```
372///
373/// ## Min-heap
374///
375/// Either [`core::cmp::Reverse`] or a custom [`Ord`] implementation can be used to
376/// make `DaryHeap` a min-heap. This makes `heap.pop()` return the smallest
377/// value instead of the greatest one.
378///
379/// ```
380/// use dary_heap::TernaryHeap;
381/// use std::cmp::Reverse;
382///
383/// let mut heap = TernaryHeap::new();
384///
385/// // Wrap values in `Reverse`
386/// heap.push(Reverse(1));
387/// heap.push(Reverse(5));
388/// heap.push(Reverse(2));
389///
390/// // If we pop these scores now, they should come back in the reverse order.
391/// assert_eq!(heap.pop(), Some(Reverse(1)));
392/// assert_eq!(heap.pop(), Some(Reverse(2)));
393/// assert_eq!(heap.pop(), Some(Reverse(5)));
394/// assert_eq!(heap.pop(), None);
395/// ```
396///
397/// # Time complexity
398///
399/// | [push] | [pop] | [peek]/[peek\_mut] |
400/// |---------|---------------|--------------------|
401/// | *O*(1)~ | *O*(log(*n*)) | *O*(1) |
402///
403/// The value for `push` is an expected cost; the method documentation gives a
404/// more detailed analysis.
405///
406/// [`core::cmp::Reverse`]: core::cmp::Reverse
407/// [`Cell`]: core::cell::Cell
408/// [`RefCell`]: core::cell::RefCell
409/// [push]: DaryHeap::push
410/// [pop]: DaryHeap::pop
411/// [peek]: DaryHeap::peek
412/// [peek\_mut]: DaryHeap::peek_mut
413pub struct DaryHeap<T, const D: usize> {
414 data: Vec<T>,
415}
416
417#[cfg(feature = "serde")]
418mod serde_impl {
419 use super::{DaryHeap, Vec};
420 use serde::{Deserialize, Deserializer, Serialize, Serializer};
421
422 impl<T: Serialize, const D: usize> Serialize for DaryHeap<T, D> {
423 fn serialize<S>(&self, serializer: S) -> Result<S::Ok, S::Error>
424 where
425 S: Serializer,
426 {
427 self.data.serialize(serializer)
428 }
429 }
430
431 impl<'de, T: Ord + Deserialize<'de>, const A: usize> Deserialize<'de> for DaryHeap<T, A> {
432 fn deserialize<D>(deserializer: D) -> Result<Self, D::Error>
433 where
434 D: Deserializer<'de>,
435 {
436 Vec::deserialize(deserializer).map(Into::into)
437 }
438
439 fn deserialize_in_place<D>(deserializer: D, place: &mut Self) -> Result<(), D::Error>
440 where
441 D: Deserializer<'de>,
442 {
443 place.data.clear();
444 let result = Vec::deserialize_in_place(deserializer, &mut place.data);
445 place.rebuild();
446 result
447 }
448 }
449}
450
451/// Structure wrapping a mutable reference to the greatest item on a
452/// `DaryHeap`.
453///
454/// This `struct` is created by the [`peek_mut`] method on [`DaryHeap`]. See
455/// its documentation for more.
456///
457/// [`peek_mut`]: DaryHeap::peek_mut
458pub struct PeekMut<'a, T: 'a + Ord, const D: usize> {
459 heap: &'a mut DaryHeap<T, D>,
460 // If a set_len + sift_down are required, this is Some. If a &mut T has not
461 // yet been exposed to peek_mut()'s caller, it's None.
462 original_len: Option<NonZeroUsize>,
463}
464
465impl<T: Ord + fmt::Debug, const D: usize> fmt::Debug for PeekMut<'_, T, D> {
466 fn fmt(&self, f: &mut fmt::Formatter<'_>) -> fmt::Result {
467 f.debug_tuple("PeekMut").field(&self.heap.data[0]).finish()
468 }
469}
470
471impl<T: Ord, const D: usize> Drop for PeekMut<'_, T, D> {
472 fn drop(&mut self) {
473 if let Some(original_len) = self.original_len {
474 // SAFETY: That's how many elements were in the Vec at the time of
475 // the PeekMut::deref_mut call, and therefore also at the time of
476 // the BinaryHeap::peek_mut call. Since the PeekMut did not end up
477 // getting leaked, we are now undoing the leak amplification that
478 // the DerefMut prepared for.
479 unsafe { self.heap.data.set_len(original_len.get()) };
480
481 // SAFETY: PeekMut is only instantiated for non-empty heaps.
482 unsafe { self.heap.sift_down(0) };
483 }
484 }
485}
486
487impl<T: Ord, const D: usize> Deref for PeekMut<'_, T, D> {
488 type Target = T;
489 fn deref(&self) -> &T {
490 debug_assert!(!self.heap.is_empty());
491 // SAFE: PeekMut is only instantiated for non-empty heaps
492 unsafe { self.heap.data.get_unchecked(0) }
493 }
494}
495
496impl<T: Ord, const D: usize> DerefMut for PeekMut<'_, T, D> {
497 fn deref_mut(&mut self) -> &mut T {
498 debug_assert!(!self.heap.is_empty());
499
500 let len = self.heap.len();
501 if len > 1 {
502 // Here we preemptively leak all the rest of the underlying vector
503 // after the currently max element. If the caller mutates the &mut T
504 // we're about to give them, and then leaks the PeekMut, all these
505 // elements will remain leaked. If they don't leak the PeekMut, then
506 // either Drop or PeekMut::pop will un-leak the vector elements.
507 //
508 // This is technique is described throughout several other places in
509 // the standard library as "leak amplification".
510 unsafe {
511 // SAFETY: len > 1 so len != 0.
512 self.original_len = Some(NonZeroUsize::new_unchecked(len));
513 // SAFETY: len > 1 so all this does for now is leak elements,
514 // which is safe.
515 self.heap.data.set_len(1);
516 }
517 }
518
519 // SAFE: PeekMut is only instantiated for non-empty heaps
520 unsafe { self.heap.data.get_unchecked_mut(0) }
521 }
522}
523
524impl<'a, T: Ord, const D: usize> PeekMut<'a, T, D> {
525 /// Sifts the current element to its new position.
526 ///
527 /// Afterwards refers to the new element. Returns if the element changed.
528 ///
529 /// ## Examples
530 ///
531 /// The condition can be used to upper bound all elements in the heap. When only few elements
532 /// are affected, the heap's sort ensures this is faster than a reconstruction from the raw
533 /// element list and requires no additional allocation.
534 ///
535 /// ```
536 /// use dary_heap::BinaryHeap;
537 ///
538 /// let mut heap: BinaryHeap<u32> = (0..128).collect();
539 /// let mut peek = heap.peek_mut().unwrap();
540 ///
541 /// loop {
542 /// *peek = 99;
543 ///
544 /// if !peek.refresh() {
545 /// break;
546 /// }
547 /// }
548 ///
549 /// // Post condition, this is now an upper bound.
550 /// assert!(*peek < 100);
551 /// ```
552 ///
553 /// When the element remains the maximum after modification, the peek remains unchanged:
554 ///
555 /// ```
556 /// use dary_heap::BinaryHeap;
557 ///
558 /// let mut heap: BinaryHeap<u32> = [1, 2, 3].into();
559 /// let mut peek = heap.peek_mut().unwrap();
560 ///
561 /// assert_eq!(*peek, 3);
562 /// *peek = 42;
563 ///
564 /// // When we refresh, the peek is updated to the new maximum.
565 /// assert!(!peek.refresh(), "42 is even larger than 3");
566 /// assert_eq!(*peek, 42);
567 /// ```
568 #[cfg(feature = "unstable")]
569 #[cfg_attr(docsrs, doc(cfg(feature = "unstable")))]
570 #[must_use = "is equivalent to dropping and getting a new PeekMut except for return information"]
571 pub fn refresh(&mut self) -> bool {
572 // The length of the underlying heap is unchanged by sifting down. The value stored for leak
573 // amplification thus remains accurate. We erase the leak amplification firstly because the
574 // operation is then equivalent to constructing a new PeekMut and secondly this avoids any
575 // future complication where original_len being non-empty would be interpreted as the heap
576 // having been leak amplified instead of checking the heap itself.
577 if let Some(original_len) = self.original_len.take() {
578 // SAFETY: This is how many elements were in the Vec at the time of
579 // the DaryHeap::peek_mut call.
580 unsafe { self.heap.data.set_len(original_len.get()) };
581
582 // The length of the heap did not change by sifting, upholding our own invariants.
583
584 // SAFETY: PeekMut is only instantiated for non-empty heaps.
585 (unsafe { self.heap.sift_down(0) }) != 0
586 } else {
587 // The element was not modified.
588 false
589 }
590 }
591
592 /// Removes the peeked value from the heap and returns it.
593 pub fn pop(mut this: PeekMut<'a, T, D>) -> T {
594 if let Some(original_len) = this.original_len.take() {
595 // SAFETY: This is how many elements were in the Vec at the time of
596 // the BinaryHeap::peek_mut call.
597 unsafe { this.heap.data.set_len(original_len.get()) };
598
599 // Unlike in Drop, here we don't also need to do a sift_down even if
600 // the caller could've mutated the element. It is removed from the
601 // heap on the next line and pop() is not sensitive to its value.
602 }
603
604 // SAFETY: Have a `PeekMut` element proves that the associated binary heap being non-empty,
605 // so the `pop` operation will not fail.
606 #[cfg(feature = "extra")]
607 unsafe {
608 this.heap.pop().unwrap_unchecked()
609 }
610 // Option::unwrap_unchecked() requires Rust 1.58.0, but the MSRV is
611 // currently 1.51.0.
612 #[cfg(not(feature = "extra"))]
613 this.heap.pop().unwrap()
614 }
615}
616
617impl<T: Clone, const D: usize> Clone for DaryHeap<T, D> {
618 fn clone(&self) -> Self {
619 DaryHeap {
620 data: self.data.clone(),
621 }
622 }
623
624 /// Overwrites the contents of `self` with a clone of the contents of `source`.
625 ///
626 /// This method is preferred over simply assigning `source.clone()` to `self`,
627 /// as it avoids reallocation if possible.
628 ///
629 /// See [`Vec::clone_from()`] for more details.
630 fn clone_from(&mut self, source: &Self) {
631 self.data.clone_from(&source.data);
632 }
633}
634
635impl<T, const D: usize> Default for DaryHeap<T, D> {
636 /// Creates an empty `DaryHeap<T, D>`.
637 #[inline]
638 fn default() -> DaryHeap<T, D> {
639 DaryHeap::new()
640 }
641}
642
643impl<T: fmt::Debug, const D: usize> fmt::Debug for DaryHeap<T, D> {
644 fn fmt(&self, f: &mut fmt::Formatter<'_>) -> fmt::Result {
645 f.debug_list().entries(self.iter()).finish()
646 }
647}
648
649struct RebuildOnDrop<'a, T: Ord, const D: usize> {
650 heap: &'a mut DaryHeap<T, D>,
651 rebuild_from: usize,
652}
653
654impl<'a, T: Ord, const D: usize> Drop for RebuildOnDrop<'a, T, D> {
655 fn drop(&mut self) {
656 self.heap.rebuild_tail(self.rebuild_from);
657 }
658}
659
660impl<T, const D: usize> DaryHeap<T, D> {
661 /// Creates an empty `DaryHeap` as a max-heap.
662 ///
663 /// # Notes
664 ///
665 /// This function is `const` on crate feature `extra` only.
666 ///
667 /// # Examples
668 ///
669 /// Basic usage:
670 ///
671 /// ```
672 /// use dary_heap::QuaternaryHeap;
673 /// let mut heap = QuaternaryHeap::new();
674 /// heap.push(4);
675 /// ```
676 #[must_use]
677 #[cfg(not(feature = "extra"))]
678 pub fn new() -> DaryHeap<T, D> {
679 DaryHeap { data: vec![] }
680 }
681
682 /// Creates an empty `DaryHeap` as a max-heap.
683 ///
684 /// # Notes
685 ///
686 /// This function is `const` on crate feature `extra` only.
687 ///
688 /// # Examples
689 ///
690 /// Basic usage:
691 ///
692 /// ```
693 /// use dary_heap::QuaternaryHeap;
694 /// let mut heap = QuaternaryHeap::new();
695 /// heap.push(4);
696 /// ```
697 #[must_use]
698 #[cfg(feature = "extra")]
699 pub const fn new() -> DaryHeap<T, D> {
700 DaryHeap { data: vec![] }
701 }
702
703 /// Creates an empty `DaryHeap` with at least the specific capacity.
704 ///
705 /// The *d*-ary heap will be able to hold at least `capacity` elements without
706 /// reallocating. This method is allowed to allocate for more elements than
707 /// `capacity`. If `capacity` is zero, the *d*-ary heap will not allocate.
708 ///
709 /// # Examples
710 ///
711 /// Basic usage:
712 ///
713 /// ```
714 /// use dary_heap::QuaternaryHeap;
715 /// let mut heap = QuaternaryHeap::with_capacity(10);
716 /// heap.push(4);
717 /// ```
718 #[must_use]
719 pub fn with_capacity(capacity: usize) -> DaryHeap<T, D> {
720 DaryHeap {
721 data: Vec::with_capacity(capacity),
722 }
723 }
724
725 /// Creates a `DaryHeap` using the supplied `vec`. This does not rebuild the heap,
726 /// so `vec` must already be a max-heap with the correct arity.
727 ///
728 /// # Safety
729 ///
730 /// The supplied `vec` must be a max-heap, i.e. for all indices `0 < i < vec.len()`,
731 /// `vec[(i - 1) / 2] >= vec[i]`.
732 ///
733 /// # Examples
734 ///
735 /// Basic usage:
736 ///
737 /// ```
738 /// use dary_heap::BinaryHeap;
739 /// let heap = BinaryHeap::from([1, 2, 3]);
740 /// let vec = heap.into_vec();
741 ///
742 /// // Safety: vec is the output of heap.from_vec(), so is a max-heap.
743 /// let mut new_heap = unsafe {
744 /// BinaryHeap::from_raw_vec(vec)
745 /// };
746 /// assert_eq!(new_heap.pop(), Some(3));
747 /// assert_eq!(new_heap.pop(), Some(2));
748 /// assert_eq!(new_heap.pop(), Some(1));
749 /// assert_eq!(new_heap.pop(), None);
750 /// ```
751 #[must_use]
752 #[cfg(feature = "unstable")]
753 #[cfg_attr(docsrs, doc(cfg(feature = "unstable")))]
754 pub unsafe fn from_raw_vec(vec: Vec<T>) -> DaryHeap<T, D> {
755 DaryHeap { data: vec }
756 }
757}
758
759impl<T: Ord, const D: usize> DaryHeap<T, D> {
760 /// Returns a mutable reference to the greatest item in the *d*-ary heap, or
761 /// `None` if it is empty.
762 ///
763 /// Note: If the `PeekMut` value is leaked, some heap elements might get
764 /// leaked along with it, but the remaining elements will remain a valid
765 /// heap.
766 ///
767 /// # Examples
768 ///
769 /// Basic usage:
770 ///
771 /// ```
772 /// use dary_heap::TernaryHeap;
773 /// let mut heap = TernaryHeap::new();
774 /// assert!(heap.peek_mut().is_none());
775 ///
776 /// heap.push(1);
777 /// heap.push(5);
778 /// heap.push(2);
779 /// {
780 /// let mut val = heap.peek_mut().unwrap();
781 /// *val = 0;
782 /// }
783 /// assert_eq!(heap.peek(), Some(&2));
784 /// ```
785 ///
786 /// # Time complexity
787 ///
788 /// If the item is modified then the worst case time complexity is *O*(log(*n*)),
789 /// otherwise it's *O*(1).
790 pub fn peek_mut(&mut self) -> Option<PeekMut<'_, T, D>> {
791 if self.is_empty() {
792 None
793 } else {
794 Some(PeekMut {
795 heap: self,
796 original_len: None,
797 })
798 }
799 }
800
801 /// Removes the greatest item from the *d*-ary heap and returns it, or `None` if it
802 /// is empty.
803 ///
804 /// # Examples
805 ///
806 /// Basic usage:
807 ///
808 /// ```
809 /// use dary_heap::BinaryHeap;
810 /// let mut heap = BinaryHeap::from([1, 3]);
811 ///
812 /// assert_eq!(heap.pop(), Some(3));
813 /// assert_eq!(heap.pop(), Some(1));
814 /// assert_eq!(heap.pop(), None);
815 /// ```
816 ///
817 /// # Time complexity
818 ///
819 /// The worst case cost of `pop` on a heap containing *n* elements is *O*(log(*n*)).
820 pub fn pop(&mut self) -> Option<T> {
821 self.data.pop().map(|mut item| {
822 if !self.is_empty() {
823 swap(&mut item, &mut self.data[0]);
824 // SAFETY: !self.is_empty() means that self.len() > 0
825 unsafe { self.sift_down_to_bottom(0) };
826 }
827 item
828 })
829 }
830
831 /// Removes and returns the greatest item from the *d*-ary heap if the predicate
832 /// returns `true`, or [`None`] if the predicate returns false or the heap
833 /// is empty (the predicate will not be called in that case).
834 ///
835 /// # Examples
836 ///
837 /// ```
838 /// use dary_heap::BinaryHeap;
839 /// let mut heap = BinaryHeap::from([1, 2]);
840 /// let pred = |x: &i32| *x % 2 == 0;
841 ///
842 /// assert_eq!(heap.pop_if(pred), Some(2));
843 /// assert_eq!(heap.as_slice(), [1]);
844 /// assert_eq!(heap.pop_if(pred), None);
845 /// assert_eq!(heap.as_slice(), [1]);
846 /// ```
847 ///
848 /// # Time complexity
849 ///
850 /// The worst case cost of `pop_if` on a heap containing *n* elements is *O*(log(*n*)).
851 #[cfg(feature = "unstable")]
852 #[cfg_attr(docsrs, doc(cfg(feature = "unstable")))]
853 pub fn pop_if(&mut self, predicate: impl FnOnce(&T) -> bool) -> Option<T> {
854 let first = self.peek()?;
855 if predicate(first) {
856 self.pop()
857 } else {
858 None
859 }
860 }
861
862 /// Pushes an item onto the *d*-ary heap.
863 ///
864 /// # Examples
865 ///
866 /// Basic usage:
867 ///
868 /// ```
869 /// use dary_heap::QuaternaryHeap;
870 /// let mut heap = QuaternaryHeap::new();
871 /// heap.push(3);
872 /// heap.push(5);
873 /// heap.push(1);
874 ///
875 /// assert_eq!(heap.len(), 3);
876 /// assert_eq!(heap.peek(), Some(&5));
877 /// ```
878 ///
879 /// # Time complexity
880 ///
881 /// The expected cost of `push`, averaged over every possible ordering of
882 /// the elements being pushed, and over a sufficiently large number of
883 /// pushes, is *O*(1). This is the most meaningful cost metric when pushing
884 /// elements that are *not* already in any sorted pattern.
885 ///
886 /// The time complexity degrades if elements are pushed in predominantly
887 /// ascending order. In the worst case, elements are pushed in ascending
888 /// sorted order and the amortized cost per push is *O*(log(*n*)) against a heap
889 /// containing *n* elements.
890 ///
891 /// The worst case cost of a *single* call to `push` is *O*(*n*). The worst case
892 /// occurs when capacity is exhausted and needs a resize. The resize cost
893 /// has been amortized in the previous figures.
894 pub fn push(&mut self, item: T) {
895 let old_len = self.len();
896 self.data.push(item);
897 // SAFETY: Since we pushed a new item it means that
898 // old_len = self.len() - 1 < self.len()
899 unsafe { self.sift_up(0, old_len) };
900 }
901
902 /// Consumes the `DaryHeap` and returns a vector in sorted
903 /// (ascending) order.
904 ///
905 /// # Examples
906 ///
907 /// Basic usage:
908 ///
909 /// ```
910 /// use dary_heap::OctonaryHeap;
911 ///
912 /// let mut heap = OctonaryHeap::from([1, 2, 4, 5, 7]);
913 /// heap.push(6);
914 /// heap.push(3);
915 ///
916 /// let vec = heap.into_sorted_vec();
917 /// assert_eq!(vec, [1, 2, 3, 4, 5, 6, 7]);
918 /// ```
919 #[must_use = "`self` will be dropped if the result is not used"]
920 pub fn into_sorted_vec(mut self) -> Vec<T> {
921 let mut end = self.len();
922 while end > 1 {
923 end -= 1;
924 // SAFETY: `end` goes from `self.len() - 1` to 1 (both included),
925 // so it's always a valid index to access.
926 // It is safe to access index 0 (i.e. `ptr`), because
927 // 1 <= end < self.len(), which means self.len() >= 2.
928 unsafe {
929 let ptr = self.data.as_mut_ptr();
930 ptr::swap(ptr, ptr.add(end));
931 }
932 // SAFETY: `end` goes from `self.len() - 1` to 1 (both included) so:
933 // 0 < 1 <= end <= self.len() - 1 < self.len()
934 // Which means 0 < end and end < self.len().
935 unsafe { self.sift_down_range(0, end) };
936 }
937 self.into_vec()
938 }
939
940 // The implementations of sift_up and sift_down use unsafe blocks in
941 // order to move an element out of the vector (leaving behind a
942 // hole), shift along the others and move the removed element back into the
943 // vector at the final location of the hole.
944 // The `Hole` type is used to represent this, and make sure
945 // the hole is filled back at the end of its scope, even on panic.
946 // Using a hole reduces the constant factor compared to using swaps,
947 // which involves twice as many moves.
948
949 /// # Safety
950 ///
951 /// The caller must guarantee that `pos < self.len()`.
952 ///
953 /// Returns the new position of the element.
954 unsafe fn sift_up(&mut self, start: usize, pos: usize) -> usize {
955 assert_ne!(D, 0, "Arity should be greater than zero");
956 // Take out the value at `pos` and create a hole.
957 // SAFETY: The caller guarantees that pos < self.len()
958 let mut hole = Hole::new(&mut self.data, pos);
959
960 while hole.pos() > start {
961 let parent = (hole.pos() - 1) / D;
962
963 // SAFETY: hole.pos() > start >= 0, which means hole.pos() > 0
964 // and so hole.pos() - 1 can't underflow.
965 // This guarantees that parent < hole.pos() so
966 // it's a valid index and also != hole.pos().
967 if hole.element() <= hole.get(parent) {
968 break;
969 }
970
971 // SAFETY: Same as above
972 hole.move_to(parent);
973 }
974
975 hole.pos()
976 }
977
978 /// Take an element at `pos` and move it down the heap,
979 /// while its children are larger.
980 ///
981 /// Returns the new position of the element.
982 ///
983 /// # Safety
984 ///
985 /// The caller must guarantee that `pos < end <= self.len()`.
986 unsafe fn sift_down_range(&mut self, pos: usize, end: usize) -> usize {
987 assert_ne!(D, 0, "Arity should be greater than zero");
988 // SAFETY: The caller guarantees that pos < end <= self.len().
989 let mut hole = Hole::new(&mut self.data, pos);
990 let mut child = D * hole.pos() + 1;
991
992 // Loop invariant: child == d * hole.pos() + 1.
993 while child <= end.saturating_sub(D) {
994 // compare with the greatest of the d children
995 // SAFETY: child < end - d + 1 < self.len() and
996 // child + d - 1 < end <= self.len(), so they're valid indexes.
997 // child + i == d * hole.pos() + 1 + i != hole.pos() for i >= 0
998 child = hole.max_sibling::<D>(child);
999
1000 // if we are already in order, stop.
1001 // SAFETY: child is now either the old child or valid sibling
1002 // We already proven that all are < self.len() and != hole.pos()
1003 if hole.element() >= hole.get(child) {
1004 return hole.pos();
1005 }
1006
1007 // SAFETY: same as above.
1008 hole.move_to(child);
1009 child = D * hole.pos() + 1;
1010 }
1011
1012 child = hole.max_sibling_to::<D>(child, end);
1013 // SAFETY: && short circuit, which means that in the
1014 // second condition it's already true that child < end <= self.len().
1015 if child < end && hole.element() < hole.get(child) {
1016 // SAFETY: child is already proven to be a valid index and
1017 // child == d * hole.pos() + 1 != hole.pos().
1018 hole.move_to(child);
1019 }
1020
1021 hole.pos()
1022 }
1023
1024 /// # Safety
1025 ///
1026 /// The caller must guarantee that `pos < self.len()`.
1027 unsafe fn sift_down(&mut self, pos: usize) -> usize {
1028 let len = self.len();
1029 // SAFETY: pos < len is guaranteed by the caller and
1030 // obviously len = self.len() <= self.len().
1031 self.sift_down_range(pos, len)
1032 }
1033
1034 /// Take an element at `pos` and move it all the way down the heap,
1035 /// then sift it up to its position.
1036 ///
1037 /// Note: This is faster when the element is known to be large / should
1038 /// be closer to the bottom.
1039 ///
1040 /// # Safety
1041 ///
1042 /// The caller must guarantee that `pos < self.len()`.
1043 unsafe fn sift_down_to_bottom(&mut self, mut pos: usize) {
1044 assert_ne!(D, 0, "Arity should be greater than zero");
1045 let end = self.len();
1046 let start = pos;
1047
1048 // SAFETY: The caller guarantees that pos < self.len().
1049 let mut hole = Hole::new(&mut self.data, pos);
1050 let mut child = D * hole.pos() + 1;
1051
1052 // Loop invariant: child == d * hole.pos() + 1.
1053 while child <= end.saturating_sub(D) {
1054 // SAFETY: child < end - d + 1 < self.len() and
1055 // child + d - 1 < end <= self.len(), so they're valid indexes.
1056 // child + i == d * hole.pos() + 1 + i != hole.pos() for i >= 0
1057 child = hole.max_sibling::<D>(child);
1058
1059 // SAFETY: Same as above
1060 hole.move_to(child);
1061 child = D * hole.pos() + 1;
1062 }
1063
1064 child = hole.max_sibling_to::<D>(child, end);
1065 if child < end {
1066 // SAFETY: child < end <= self.len(), so it's a valid index
1067 // and child == d * hole.pos() + i != hole.pos() for i >= 1
1068 hole.move_to(child);
1069 }
1070 pos = hole.pos();
1071 drop(hole);
1072
1073 // SAFETY: pos is the position in the hole and was already proven
1074 // to be a valid index.
1075 self.sift_up(start, pos);
1076 }
1077
1078 /// Rebuild assuming data[0..start] is still a proper heap.
1079 fn rebuild_tail(&mut self, start: usize) {
1080 assert_ne!(D, 0, "Arity should be greater than zero");
1081
1082 if start == self.len() {
1083 return;
1084 }
1085
1086 let tail_len = self.len() - start;
1087
1088 // The fix for this lint (usize::BITS) requires Rust 1.53.0, but the
1089 // MSRV is currently 1.51.0.
1090 #[allow(clippy::manual_bits)]
1091 #[inline(always)]
1092 fn log2_fast(x: usize) -> usize {
1093 8 * size_of::<usize>() - (x.leading_zeros() as usize) - 1
1094 }
1095
1096 // `rebuild` takes O(self.len()) operations
1097 // and about n * self.len() comparisons in the worst case
1098 // with n = d / (d - 1)
1099 // while repeating `sift_up` takes O(tail_len * log(start)) operations
1100 // and about 1 * tail_len * log(start) comparisons in the worst case,
1101 // assuming start >= tail_len. For larger heaps, the crossover point
1102 // no longer follows this reasoning and was determined empirically.
1103 let better_to_rebuild = if start < tail_len {
1104 true
1105 } else if self.len() <= 4096 / D {
1106 D * self.len() < (D - 1) * tail_len * log2_fast(start)
1107 } else {
1108 D * self.len() < (D - 1) * tail_len * 13usize.saturating_sub(D)
1109 };
1110
1111 if better_to_rebuild {
1112 self.rebuild();
1113 } else {
1114 for i in start..self.len() {
1115 // SAFETY: The index `i` is always less than self.len().
1116 unsafe { self.sift_up(0, i) };
1117 }
1118 }
1119 }
1120
1121 fn rebuild(&mut self) {
1122 assert_ne!(D, 0, "Arity should be greater than zero");
1123 if self.len() < 2 {
1124 return;
1125 }
1126 let mut n = (self.len() - 1) / D + 1;
1127 while n > 0 {
1128 n -= 1;
1129 // SAFETY: n starts from (self.len() - 1) / d + 1 and goes down to 0.
1130 // The only case when !(n < self.len()) is if
1131 // self.len() == 0, but it's ruled out by the loop condition.
1132 unsafe { self.sift_down(n) };
1133 }
1134 }
1135
1136 /// Moves all the elements of `other` into `self`, leaving `other` empty.
1137 ///
1138 /// # Examples
1139 ///
1140 /// Basic usage:
1141 ///
1142 /// ```
1143 /// use dary_heap::OctonaryHeap;
1144 ///
1145 /// let mut a = OctonaryHeap::from([-10, 1, 2, 3, 3]);
1146 /// let mut b = OctonaryHeap::from([-20, 5, 43]);
1147 ///
1148 /// a.append(&mut b);
1149 ///
1150 /// assert_eq!(a.into_sorted_vec(), [-20, -10, 1, 2, 3, 3, 5, 43]);
1151 /// assert!(b.is_empty());
1152 /// ```
1153 pub fn append(&mut self, other: &mut Self) {
1154 if self.len() < other.len() {
1155 swap(self, other);
1156 }
1157
1158 let start = self.data.len();
1159
1160 self.data.append(&mut other.data);
1161
1162 self.rebuild_tail(start);
1163 }
1164
1165 /// Clears the *d*-ary heap, returning an iterator over the removed elements
1166 /// in heap order. If the iterator is dropped before being fully consumed,
1167 /// it drops the remaining elements in heap order.
1168 ///
1169 /// The returned iterator keeps a mutable borrow on the heap to optimize
1170 /// its implementation.
1171 ///
1172 /// Note:
1173 /// * `.drain_sorted()` is *O*(*n* \* log(*n*)); much slower than `.drain()`.
1174 /// You should use the latter for most cases.
1175 ///
1176 /// # Examples
1177 ///
1178 /// Basic usage:
1179 ///
1180 /// ```
1181 /// use dary_heap::TernaryHeap;
1182 ///
1183 /// let mut heap = TernaryHeap::from([1, 2, 3, 4, 5]);
1184 /// assert_eq!(heap.len(), 5);
1185 ///
1186 /// drop(heap.drain_sorted()); // removes all elements in heap order
1187 /// assert_eq!(heap.len(), 0);
1188 /// ```
1189 #[inline]
1190 #[cfg(feature = "unstable")]
1191 #[cfg_attr(docsrs, doc(cfg(feature = "unstable")))]
1192 pub fn drain_sorted(&mut self) -> DrainSorted<'_, T, D> {
1193 DrainSorted { inner: self }
1194 }
1195
1196 /// Retains only the elements specified by the predicate.
1197 ///
1198 /// In other words, remove all elements `e` for which `f(&e)` returns
1199 /// `false`. The elements are visited in unsorted (and unspecified) order.
1200 ///
1201 /// # Examples
1202 ///
1203 /// Basic usage:
1204 ///
1205 /// ```
1206 /// use dary_heap::OctonaryHeap;
1207 ///
1208 /// let mut heap = OctonaryHeap::from([-10, -5, 1, 2, 4, 13]);
1209 ///
1210 /// heap.retain(|x| x % 2 == 0); // only keep even numbers
1211 ///
1212 /// assert_eq!(heap.into_sorted_vec(), [-10, 2, 4])
1213 /// ```
1214 pub fn retain<F>(&mut self, mut f: F)
1215 where
1216 F: FnMut(&T) -> bool,
1217 {
1218 // rebuild_start will be updated to the first touched element below, and the rebuild will
1219 // only be done for the tail.
1220 let mut guard = RebuildOnDrop {
1221 rebuild_from: self.len(),
1222 heap: self,
1223 };
1224 // Split the borrow outside of the closure to appease the borrow checker
1225 let rebuild_from = &mut guard.rebuild_from;
1226 let mut i = 0;
1227
1228 guard.heap.data.retain(|e| {
1229 let keep = f(e);
1230 if !keep && i < *rebuild_from {
1231 *rebuild_from = i;
1232 }
1233 i += 1;
1234 keep
1235 });
1236 }
1237}
1238
1239impl<T, const D: usize> DaryHeap<T, D> {
1240 /// Returns an iterator visiting all values in the underlying vector, in
1241 /// arbitrary order.
1242 ///
1243 /// # Examples
1244 ///
1245 /// Basic usage:
1246 ///
1247 /// ```
1248 /// use dary_heap::TernaryHeap;
1249 /// let heap = TernaryHeap::from([1, 2, 3, 4]);
1250 ///
1251 /// // Print 1, 2, 3, 4 in arbitrary order
1252 /// for x in heap.iter() {
1253 /// println!("{x}");
1254 /// }
1255 /// ```
1256 pub fn iter(&self) -> Iter<'_, T> {
1257 Iter {
1258 iter: self.data.iter(),
1259 }
1260 }
1261
1262 /// Returns an iterator which retrieves elements in heap order.
1263 ///
1264 /// This method consumes the original heap.
1265 ///
1266 /// # Examples
1267 ///
1268 /// Basic usage:
1269 ///
1270 /// ```
1271 /// use dary_heap::QuaternaryHeap;
1272 /// let heap = QuaternaryHeap::from([1, 2, 3, 4, 5]);
1273 ///
1274 /// assert_eq!(heap.into_iter_sorted().take(2).collect::<Vec<_>>(), [5, 4]);
1275 /// ```
1276 #[cfg(feature = "unstable")]
1277 #[cfg_attr(docsrs, doc(cfg(feature = "unstable")))]
1278 pub fn into_iter_sorted(self) -> IntoIterSorted<T, D> {
1279 IntoIterSorted { inner: self }
1280 }
1281
1282 /// Returns the greatest item in the *d*-ary heap, or `None` if it is empty.
1283 ///
1284 /// # Examples
1285 ///
1286 /// Basic usage:
1287 ///
1288 /// ```
1289 /// use dary_heap::BinaryHeap;
1290 /// let mut heap = BinaryHeap::new();
1291 /// assert_eq!(heap.peek(), None);
1292 ///
1293 /// heap.push(1);
1294 /// heap.push(5);
1295 /// heap.push(2);
1296 /// assert_eq!(heap.peek(), Some(&5));
1297 ///
1298 /// ```
1299 ///
1300 /// # Time complexity
1301 ///
1302 /// Cost is *O*(1) in the worst case.
1303 #[must_use]
1304 pub fn peek(&self) -> Option<&T> {
1305 // Ignore this lint to keep it identical with upstream
1306 #[allow(clippy::get_first)]
1307 self.data.get(0)
1308 }
1309
1310 /// Returns the number of elements the *d*-ary heap can hold without reallocating.
1311 ///
1312 /// # Examples
1313 ///
1314 /// Basic usage:
1315 ///
1316 /// ```
1317 /// use dary_heap::OctonaryHeap;
1318 /// let mut heap = OctonaryHeap::with_capacity(100);
1319 /// assert!(heap.capacity() >= 100);
1320 /// heap.push(4);
1321 /// ```
1322 #[must_use]
1323 pub fn capacity(&self) -> usize {
1324 self.data.capacity()
1325 }
1326
1327 /// Reserves the minimum capacity for at least `additional` elements more than
1328 /// the current length. Unlike [`reserve`], this will not
1329 /// deliberately over-allocate to speculatively avoid frequent allocations.
1330 /// After calling `reserve_exact`, capacity will be greater than or equal to
1331 /// `self.len() + additional`. Does nothing if the capacity is already
1332 /// sufficient.
1333 ///
1334 /// [`reserve`]: DaryHeap::reserve
1335 ///
1336 /// # Panics
1337 ///
1338 /// Panics if the new capacity overflows [`usize`].
1339 ///
1340 /// # Examples
1341 ///
1342 /// Basic usage:
1343 ///
1344 /// ```
1345 /// use dary_heap::OctonaryHeap;
1346 /// let mut heap = OctonaryHeap::new();
1347 /// heap.reserve_exact(100);
1348 /// assert!(heap.capacity() >= 100);
1349 /// heap.push(4);
1350 /// ```
1351 ///
1352 /// [`reserve`]: DaryHeap::reserve
1353 pub fn reserve_exact(&mut self, additional: usize) {
1354 self.data.reserve_exact(additional);
1355 }
1356
1357 /// Reserves capacity for at least `additional` elements more than the
1358 /// current length. The allocator may reserve more space to speculatively
1359 /// avoid frequent allocations. After calling `reserve`,
1360 /// capacity will be greater than or equal to `self.len() + additional`.
1361 /// Does nothing if capacity is already sufficient.
1362 ///
1363 /// # Panics
1364 ///
1365 /// Panics if the new capacity overflows [`usize`].
1366 ///
1367 /// # Examples
1368 ///
1369 /// Basic usage:
1370 ///
1371 /// ```
1372 /// use dary_heap::BinaryHeap;
1373 /// let mut heap = BinaryHeap::new();
1374 /// heap.reserve(100);
1375 /// assert!(heap.capacity() >= 100);
1376 /// heap.push(4);
1377 /// ```
1378 pub fn reserve(&mut self, additional: usize) {
1379 self.data.reserve(additional);
1380 }
1381
1382 /// Tries to reserve the minimum capacity for at least `additional` elements
1383 /// more than the current length. Unlike [`try_reserve`], this will not
1384 /// deliberately over-allocate to speculatively avoid frequent allocations.
1385 /// After calling `try_reserve_exact`, capacity will be greater than or
1386 /// equal to `self.len() + additional` if it returns `Ok(())`.
1387 /// Does nothing if the capacity is already sufficient.
1388 ///
1389 /// Note that the allocator may give the collection more space than it
1390 /// requests. Therefore, capacity can not be relied upon to be precisely
1391 /// minimal. Prefer [`try_reserve`] if future insertions are expected.
1392 ///
1393 /// [`try_reserve`]: DaryHeap::try_reserve
1394 ///
1395 /// # Errors
1396 ///
1397 /// If the capacity overflows, or the allocator reports a failure, then an error
1398 /// is returned.
1399 ///
1400 /// # Examples
1401 ///
1402 /// ```
1403 /// use dary_heap::BinaryHeap;
1404 /// use std::collections::TryReserveError;
1405 ///
1406 /// fn find_max_slow(data: &[u32]) -> Result<Option<u32>, TryReserveError> {
1407 /// let mut heap = BinaryHeap::new();
1408 ///
1409 /// // Pre-reserve the memory, exiting if we can't
1410 /// heap.try_reserve_exact(data.len())?;
1411 ///
1412 /// // Now we know this can't OOM in the middle of our complex work
1413 /// heap.extend(data.iter());
1414 ///
1415 /// Ok(heap.pop())
1416 /// }
1417 /// # find_max_slow(&[1, 2, 3]).expect("why is the test harness OOMing on 12 bytes?");
1418 /// ```
1419 #[cfg(feature = "extra")]
1420 #[cfg_attr(docsrs, doc(cfg(feature = "extra")))]
1421 pub fn try_reserve_exact(&mut self, additional: usize) -> Result<(), TryReserveError> {
1422 self.data.try_reserve_exact(additional)
1423 }
1424
1425 /// Tries to reserve capacity for at least `additional` elements more than the
1426 /// current length. The allocator may reserve more space to speculatively
1427 /// avoid frequent allocations. After calling `try_reserve`, capacity will be
1428 /// greater than or equal to `self.len() + additional` if it returns
1429 /// `Ok(())`. Does nothing if capacity is already sufficient. This method
1430 /// preserves the contents even if an error occurs.
1431 ///
1432 /// # Errors
1433 ///
1434 /// If the capacity overflows, or the allocator reports a failure, then an error
1435 /// is returned.
1436 ///
1437 /// # Examples
1438 ///
1439 /// ```
1440 /// use dary_heap::QuaternaryHeap;
1441 /// use std::collections::TryReserveError;
1442 ///
1443 /// fn find_max_slow(data: &[u32]) -> Result<Option<u32>, TryReserveError> {
1444 /// let mut heap = QuaternaryHeap::new();
1445 ///
1446 /// // Pre-reserve the memory, exiting if we can't
1447 /// heap.try_reserve(data.len())?;
1448 ///
1449 /// // Now we know this can't OOM in the middle of our complex work
1450 /// heap.extend(data.iter());
1451 ///
1452 /// Ok(heap.pop())
1453 /// }
1454 /// # find_max_slow(&[1, 2, 3]).expect("why is the test harness OOMing on 12 bytes?");
1455 /// ```
1456 #[cfg(feature = "extra")]
1457 #[cfg_attr(docsrs, doc(cfg(feature = "extra")))]
1458 pub fn try_reserve(&mut self, additional: usize) -> Result<(), TryReserveError> {
1459 self.data.try_reserve(additional)
1460 }
1461
1462 /// Discards as much additional capacity as possible.
1463 ///
1464 /// # Examples
1465 ///
1466 /// Basic usage:
1467 ///
1468 /// ```
1469 /// use dary_heap::TernaryHeap;
1470 /// let mut heap: TernaryHeap<i32> = TernaryHeap::with_capacity(100);
1471 ///
1472 /// assert!(heap.capacity() >= 100);
1473 /// heap.shrink_to_fit();
1474 /// assert!(heap.capacity() == 0);
1475 /// ```
1476 pub fn shrink_to_fit(&mut self) {
1477 self.data.shrink_to_fit();
1478 }
1479
1480 /// Discards capacity with a lower bound.
1481 ///
1482 /// The capacity will remain at least as large as both the length
1483 /// and the supplied value.
1484 ///
1485 /// If the current capacity is less than the lower limit, this is a no-op.
1486 ///
1487 /// # Examples
1488 ///
1489 /// ```
1490 /// use dary_heap::TernaryHeap;
1491 /// let mut heap: TernaryHeap<i32> = TernaryHeap::with_capacity(100);
1492 ///
1493 /// assert!(heap.capacity() >= 100);
1494 /// heap.shrink_to(10);
1495 /// assert!(heap.capacity() >= 10);
1496 /// ```
1497 #[inline]
1498 #[cfg(feature = "extra")]
1499 #[cfg_attr(docsrs, doc(cfg(feature = "extra")))]
1500 pub fn shrink_to(&mut self, min_capacity: usize) {
1501 self.data.shrink_to(min_capacity)
1502 }
1503
1504 /// Returns a slice of all values in the underlying vector, in arbitrary
1505 /// order.
1506 ///
1507 /// # Examples
1508 ///
1509 /// Basic usage:
1510 ///
1511 /// ```
1512 /// use dary_heap::OctonaryHeap;
1513 /// use std::io::{self, Write};
1514 ///
1515 /// let heap = OctonaryHeap::from([1, 2, 3, 4, 5, 6, 7]);
1516 ///
1517 /// io::sink().write(heap.as_slice()).unwrap();
1518 /// ```
1519 #[must_use]
1520 pub fn as_slice(&self) -> &[T] {
1521 self.data.as_slice()
1522 }
1523
1524 /// Consumes the `DaryHeap` and returns the underlying vector
1525 /// in arbitrary order.
1526 ///
1527 /// # Examples
1528 ///
1529 /// Basic usage:
1530 ///
1531 /// ```
1532 /// use dary_heap::QuaternaryHeap;
1533 /// let heap = QuaternaryHeap::from([1, 2, 3, 4, 5, 6, 7]);
1534 /// let vec = heap.into_vec();
1535 ///
1536 /// // Will print in some order
1537 /// for x in vec {
1538 /// println!("{x}");
1539 /// }
1540 /// ```
1541 #[must_use = "`self` will be dropped if the result is not used"]
1542 pub fn into_vec(self) -> Vec<T> {
1543 self.into()
1544 }
1545
1546 /// Returns the length of the *d*-ary heap.
1547 ///
1548 /// # Examples
1549 ///
1550 /// Basic usage:
1551 ///
1552 /// ```
1553 /// use dary_heap::BinaryHeap;
1554 /// let heap = BinaryHeap::from([1, 3]);
1555 ///
1556 /// assert_eq!(heap.len(), 2);
1557 /// ```
1558 #[must_use]
1559 pub fn len(&self) -> usize {
1560 self.data.len()
1561 }
1562
1563 /// Checks if the *d*-ary heap is empty.
1564 ///
1565 /// # Examples
1566 ///
1567 /// Basic usage:
1568 ///
1569 /// ```
1570 /// use dary_heap::BinaryHeap;
1571 /// let mut heap = BinaryHeap::new();
1572 ///
1573 /// assert!(heap.is_empty());
1574 ///
1575 /// heap.push(3);
1576 /// heap.push(5);
1577 /// heap.push(1);
1578 ///
1579 /// assert!(!heap.is_empty());
1580 /// ```
1581 #[must_use]
1582 pub fn is_empty(&self) -> bool {
1583 self.len() == 0
1584 }
1585
1586 /// Clears the *d*-ary heap, returning an iterator over the removed elements
1587 /// in arbitrary order. If the iterator is dropped before being fully
1588 /// consumed, it drops the remaining elements in arbitrary order.
1589 ///
1590 /// The returned iterator keeps a mutable borrow on the heap to optimize
1591 /// its implementation.
1592 ///
1593 /// # Examples
1594 ///
1595 /// Basic usage:
1596 ///
1597 /// ```
1598 /// use dary_heap::QuaternaryHeap;
1599 /// let mut heap = QuaternaryHeap::from([1, 3]);
1600 ///
1601 /// assert!(!heap.is_empty());
1602 ///
1603 /// for x in heap.drain() {
1604 /// println!("{x}");
1605 /// }
1606 ///
1607 /// assert!(heap.is_empty());
1608 /// ```
1609 #[inline]
1610 pub fn drain(&mut self) -> Drain<'_, T> {
1611 Drain {
1612 iter: self.data.drain(..),
1613 }
1614 }
1615
1616 /// Drops all items from the *d*-ary heap.
1617 ///
1618 /// # Examples
1619 ///
1620 /// Basic usage:
1621 ///
1622 /// ```
1623 /// use dary_heap::TernaryHeap;
1624 /// let mut heap = TernaryHeap::from([1, 3]);
1625 ///
1626 /// assert!(!heap.is_empty());
1627 ///
1628 /// heap.clear();
1629 ///
1630 /// assert!(heap.is_empty());
1631 /// ```
1632 pub fn clear(&mut self) {
1633 self.drain();
1634 }
1635}
1636
1637/// Hole represents a hole in a slice i.e., an index without valid value
1638/// (because it was moved from or duplicated).
1639/// In drop, `Hole` will restore the slice by filling the hole
1640/// position with the value that was originally removed.
1641struct Hole<'a, T: 'a> {
1642 data: &'a mut [T],
1643 elt: ManuallyDrop<T>,
1644 pos: usize,
1645}
1646
1647impl<'a, T> Hole<'a, T> {
1648 /// Creates a new `Hole` at index `pos`.
1649 ///
1650 /// Unsafe because pos must be within the data slice.
1651 #[inline]
1652 unsafe fn new(data: &'a mut [T], pos: usize) -> Self {
1653 debug_assert!(pos < data.len());
1654 // SAFE: pos should be inside the slice
1655 let elt = ptr::read(data.get_unchecked(pos));
1656 Hole {
1657 data,
1658 elt: ManuallyDrop::new(elt),
1659 pos,
1660 }
1661 }
1662
1663 #[inline]
1664 fn pos(&self) -> usize {
1665 self.pos
1666 }
1667
1668 /// Returns a reference to the element removed.
1669 #[inline]
1670 fn element(&self) -> &T {
1671 &self.elt
1672 }
1673
1674 /// Returns a reference to the element at `index`.
1675 ///
1676 /// Unsafe because index must be within the data slice and not equal to pos.
1677 #[inline]
1678 unsafe fn get(&self, index: usize) -> &T {
1679 debug_assert!(index != self.pos);
1680 debug_assert!(index < self.data.len());
1681 self.data.get_unchecked(index)
1682 }
1683
1684 /// Move hole to new location
1685 ///
1686 /// Unsafe because index must be within the data slice and not equal to pos.
1687 #[inline]
1688 unsafe fn move_to(&mut self, index: usize) {
1689 debug_assert!(index != self.pos);
1690 debug_assert!(index < self.data.len());
1691 let ptr = self.data.as_mut_ptr();
1692 let index_ptr: *const _ = ptr.add(index);
1693 let hole_ptr = ptr.add(self.pos);
1694 ptr::copy_nonoverlapping(index_ptr, hole_ptr, 1);
1695 self.pos = index;
1696 }
1697}
1698
1699impl<'a, T: Ord> Hole<'a, T> {
1700 /// Get largest element
1701 ///
1702 /// Unsafe because both elements must be within the data slice and not equal
1703 /// to pos.
1704 #[inline]
1705 unsafe fn max(&self, elem1: usize, elem2: usize) -> usize {
1706 if self.get(elem1) <= self.get(elem2) {
1707 elem2
1708 } else {
1709 elem1
1710 }
1711 }
1712
1713 /// Get index of greatest sibling
1714 ///
1715 /// Unsafe because all siblings must be within the data slice and not equal
1716 /// to pos.
1717 #[inline]
1718 unsafe fn max_sibling<const D: usize>(&self, first_sibling: usize) -> usize {
1719 let mut sibling = first_sibling;
1720 match D {
1721 2 => {
1722 sibling += (self.get(sibling) <= self.get(sibling + 1)) as usize;
1723 }
1724 3 => {
1725 let sibling_a = self.max_sibling::<2>(sibling);
1726 let sibling_b = sibling + 2;
1727 sibling = self.max(sibling_a, sibling_b);
1728 }
1729 4 => {
1730 let sibling_a = self.max_sibling::<2>(sibling);
1731 let sibling_b = self.max_sibling::<2>(sibling + 2);
1732 sibling = self.max(sibling_a, sibling_b);
1733 }
1734 _ => {
1735 for other_sibling in sibling + 1..sibling + D {
1736 if self.get(sibling) <= self.get(other_sibling) {
1737 sibling = other_sibling;
1738 }
1739 }
1740 }
1741 }
1742 sibling
1743 }
1744
1745 /// Get index of greatest sibling within range
1746 ///
1747 /// Unsafe because end must be the length of the data slice, last sibling
1748 /// must be outside of the data slice and no sibling may be equal to pos.
1749 /// It is allowed for first_sibling to be outside of the data slice.
1750 #[inline]
1751 unsafe fn max_sibling_to<const D: usize>(&self, first_sibling: usize, end: usize) -> usize {
1752 let mut sibling = first_sibling;
1753 match D {
1754 2 => {}
1755 3 => {
1756 if sibling + 1 < end {
1757 sibling = self.max_sibling::<2>(sibling);
1758 }
1759 }
1760 _ => {
1761 for other_sibling in sibling + 1..end {
1762 if self.get(sibling) <= self.get(other_sibling) {
1763 sibling = other_sibling;
1764 }
1765 }
1766 }
1767 }
1768 sibling
1769 }
1770}
1771
1772impl<T> Drop for Hole<'_, T> {
1773 #[inline]
1774 fn drop(&mut self) {
1775 // fill the hole again
1776 unsafe {
1777 let pos = self.pos;
1778 ptr::copy_nonoverlapping(&*self.elt, self.data.get_unchecked_mut(pos), 1);
1779 }
1780 }
1781}
1782
1783/// An iterator over the elements of a `DaryHeap`.
1784///
1785/// This `struct` is created by [`DaryHeap::iter()`]. See its
1786/// documentation for more.
1787///
1788/// [`iter`]: DaryHeap::iter
1789#[must_use = "iterators are lazy and do nothing unless consumed"]
1790pub struct Iter<'a, T: 'a> {
1791 iter: slice::Iter<'a, T>,
1792}
1793
1794impl<T> Default for Iter<'_, T> {
1795 /// Creates an empty `dary_heap::Iter`.
1796 ///
1797 /// ```
1798 /// let iter: dary_heap::Iter<'_, u8> = Default::default();
1799 /// assert_eq!(iter.len(), 0);
1800 /// ```
1801 fn default() -> Self {
1802 // `Default::default()` requires Rust 1.70.0 or later
1803 Iter { iter: [].iter() }
1804 }
1805}
1806
1807impl<T: fmt::Debug> fmt::Debug for Iter<'_, T> {
1808 fn fmt(&self, f: &mut fmt::Formatter<'_>) -> fmt::Result {
1809 f.debug_tuple("Iter").field(&self.iter.as_slice()).finish()
1810 }
1811}
1812
1813// FIXME(#26925) Remove in favor of `#[derive(Clone)]`
1814impl<T> Clone for Iter<'_, T> {
1815 fn clone(&self) -> Self {
1816 Iter {
1817 iter: self.iter.clone(),
1818 }
1819 }
1820}
1821
1822impl<'a, T> Iterator for Iter<'a, T> {
1823 type Item = &'a T;
1824
1825 #[inline]
1826 fn next(&mut self) -> Option<&'a T> {
1827 self.iter.next()
1828 }
1829
1830 #[inline]
1831 fn size_hint(&self) -> (usize, Option<usize>) {
1832 self.iter.size_hint()
1833 }
1834
1835 #[inline]
1836 fn last(self) -> Option<&'a T> {
1837 self.iter.last()
1838 }
1839}
1840
1841impl<'a, T> DoubleEndedIterator for Iter<'a, T> {
1842 #[inline]
1843 fn next_back(&mut self) -> Option<&'a T> {
1844 self.iter.next_back()
1845 }
1846}
1847
1848impl<T> ExactSizeIterator for Iter<'_, T> {
1849 #[cfg(feature = "unstable_nightly")]
1850 fn is_empty(&self) -> bool {
1851 self.iter.is_empty()
1852 }
1853}
1854
1855impl<T> FusedIterator for Iter<'_, T> {}
1856
1857/// An owning iterator over the elements of a `DaryHeap`.
1858///
1859/// This `struct` is created by [`DaryHeap::into_iter()`]
1860/// (provided by the [`IntoIterator`] trait). See its documentation for more.
1861///
1862/// [`into_iter`]: DaryHeap::into_iter
1863#[derive(Clone)]
1864pub struct IntoIter<T> {
1865 iter: vec::IntoIter<T>,
1866}
1867
1868impl<T: fmt::Debug> fmt::Debug for IntoIter<T> {
1869 fn fmt(&self, f: &mut fmt::Formatter<'_>) -> fmt::Result {
1870 f.debug_tuple("IntoIter")
1871 .field(&self.iter.as_slice())
1872 .finish()
1873 }
1874}
1875
1876impl<T> Iterator for IntoIter<T> {
1877 type Item = T;
1878
1879 #[inline]
1880 fn next(&mut self) -> Option<T> {
1881 self.iter.next()
1882 }
1883
1884 #[inline]
1885 fn size_hint(&self) -> (usize, Option<usize>) {
1886 self.iter.size_hint()
1887 }
1888}
1889
1890impl<T> DoubleEndedIterator for IntoIter<T> {
1891 #[inline]
1892 fn next_back(&mut self) -> Option<T> {
1893 self.iter.next_back()
1894 }
1895}
1896
1897impl<T> ExactSizeIterator for IntoIter<T> {
1898 #[cfg(feature = "unstable_nightly")]
1899 fn is_empty(&self) -> bool {
1900 self.iter.is_empty()
1901 }
1902}
1903
1904impl<T> FusedIterator for IntoIter<T> {}
1905
1906#[cfg(feature = "unstable_nightly")]
1907#[doc(hidden)]
1908unsafe impl<T> core::iter::TrustedFused for IntoIter<T> {}
1909
1910impl<T> Default for IntoIter<T> {
1911 /// Creates an empty `dary_heap::IntoIter`.
1912 ///
1913 /// ```
1914 /// let iter: dary_heap::IntoIter<u8> = Default::default();
1915 /// assert_eq!(iter.len(), 0);
1916 /// ```
1917 fn default() -> Self {
1918 IntoIter {
1919 iter: Vec::new().into_iter(),
1920 }
1921 }
1922}
1923
1924// In addition to the SAFETY invariants of the following two unsafe traits
1925// also refer to the vec::in_place_collect module documentation to get an overview
1926#[cfg(feature = "unstable_nightly")]
1927#[doc(hidden)]
1928unsafe impl<T> core::iter::SourceIter for IntoIter<T> {
1929 type Source = IntoIter<T>;
1930
1931 #[inline]
1932 unsafe fn as_inner(&mut self) -> &mut Self::Source {
1933 self
1934 }
1935}
1936
1937#[cfg(feature = "unstable_nightly")]
1938#[doc(hidden)]
1939unsafe impl<I> core::iter::InPlaceIterable for IntoIter<I> {
1940 const EXPAND_BY: Option<NonZeroUsize> = NonZeroUsize::new(1);
1941 const MERGE_BY: Option<NonZeroUsize> = NonZeroUsize::new(1);
1942}
1943
1944#[must_use = "iterators are lazy and do nothing unless consumed"]
1945#[cfg(feature = "unstable")]
1946#[derive(Clone, Debug)]
1947pub struct IntoIterSorted<T, const D: usize> {
1948 inner: DaryHeap<T, D>,
1949}
1950
1951#[cfg(feature = "unstable")]
1952impl<T: Ord, const D: usize> Iterator for IntoIterSorted<T, D> {
1953 type Item = T;
1954
1955 #[inline]
1956 fn next(&mut self) -> Option<T> {
1957 self.inner.pop()
1958 }
1959
1960 #[inline]
1961 fn size_hint(&self) -> (usize, Option<usize>) {
1962 let exact = self.inner.len();
1963 (exact, Some(exact))
1964 }
1965}
1966
1967#[cfg(feature = "unstable")]
1968impl<T: Ord, const D: usize> ExactSizeIterator for IntoIterSorted<T, D> {}
1969
1970#[cfg(feature = "unstable")]
1971impl<T: Ord, const D: usize> FusedIterator for IntoIterSorted<T, D> {}
1972
1973#[cfg(all(feature = "unstable", feature = "unstable_nightly"))]
1974unsafe impl<T: Ord, const D: usize> core::iter::TrustedLen for IntoIterSorted<T, D> {}
1975
1976/// A draining iterator over the elements of a `DaryHeap`.
1977///
1978/// This `struct` is created by [`DaryHeap::drain()`]. See its
1979/// documentation for more.
1980///
1981/// [`drain`]: DaryHeap::drain
1982#[derive(Debug)]
1983pub struct Drain<'a, T: 'a> {
1984 iter: vec::Drain<'a, T>,
1985}
1986
1987impl<T> Iterator for Drain<'_, T> {
1988 type Item = T;
1989
1990 #[inline]
1991 fn next(&mut self) -> Option<T> {
1992 self.iter.next()
1993 }
1994
1995 #[inline]
1996 fn size_hint(&self) -> (usize, Option<usize>) {
1997 self.iter.size_hint()
1998 }
1999}
2000
2001impl<T> DoubleEndedIterator for Drain<'_, T> {
2002 #[inline]
2003 fn next_back(&mut self) -> Option<T> {
2004 self.iter.next_back()
2005 }
2006}
2007
2008impl<T> ExactSizeIterator for Drain<'_, T> {
2009 #[cfg(feature = "unstable_nightly")]
2010 fn is_empty(&self) -> bool {
2011 self.iter.is_empty()
2012 }
2013}
2014
2015impl<T> FusedIterator for Drain<'_, T> {}
2016
2017/// A draining iterator over the elements of a `DaryHeap`.
2018///
2019/// This `struct` is created by [`DaryHeap::drain_sorted()`]. See its
2020/// documentation for more.
2021///
2022/// [`drain_sorted`]: DaryHeap::drain_sorted
2023#[cfg(feature = "unstable")]
2024#[derive(Debug)]
2025pub struct DrainSorted<'a, T: Ord, const D: usize> {
2026 inner: &'a mut DaryHeap<T, D>,
2027}
2028
2029#[cfg(feature = "unstable")]
2030impl<'a, T: Ord, const D: usize> Drop for DrainSorted<'a, T, D> {
2031 /// Removes heap elements in heap order.
2032 fn drop(&mut self) {
2033 use core::mem::forget;
2034
2035 struct DropGuard<'r, 'a, T: Ord, const D: usize>(&'r mut DrainSorted<'a, T, D>);
2036
2037 impl<'r, 'a, T: Ord, const D: usize> Drop for DropGuard<'r, 'a, T, D> {
2038 fn drop(&mut self) {
2039 while self.0.inner.pop().is_some() {}
2040 }
2041 }
2042
2043 while let Some(item) = self.inner.pop() {
2044 let guard = DropGuard(self);
2045 drop(item);
2046 forget(guard);
2047 }
2048 }
2049}
2050
2051#[cfg(feature = "unstable")]
2052impl<T: Ord, const D: usize> Iterator for DrainSorted<'_, T, D> {
2053 type Item = T;
2054
2055 #[inline]
2056 fn next(&mut self) -> Option<T> {
2057 self.inner.pop()
2058 }
2059
2060 #[inline]
2061 fn size_hint(&self) -> (usize, Option<usize>) {
2062 let exact = self.inner.len();
2063 (exact, Some(exact))
2064 }
2065}
2066
2067#[cfg(feature = "unstable")]
2068impl<T: Ord, const D: usize> ExactSizeIterator for DrainSorted<'_, T, D> {}
2069
2070#[cfg(feature = "unstable")]
2071impl<T: Ord, const D: usize> FusedIterator for DrainSorted<'_, T, D> {}
2072
2073#[cfg(all(feature = "unstable", feature = "unstable_nightly"))]
2074unsafe impl<T: Ord, const D: usize> core::iter::TrustedLen for DrainSorted<'_, T, D> {}
2075
2076impl<T: Ord, const D: usize> From<Vec<T>> for DaryHeap<T, D> {
2077 /// Converts a `Vec<T>` into a `DaryHeap<T, D>`.
2078 ///
2079 /// This conversion happens in-place, and has *O*(*n*) time complexity.
2080 fn from(vec: Vec<T>) -> DaryHeap<T, D> {
2081 let mut heap = DaryHeap { data: vec };
2082 heap.rebuild();
2083 heap
2084 }
2085}
2086
2087impl<T: Ord, const D: usize, const N: usize> From<[T; N]> for DaryHeap<T, D> {
2088 /// ```
2089 /// use dary_heap::TernaryHeap;
2090 ///
2091 /// let mut h1 = TernaryHeap::from([1, 4, 2, 3]);
2092 /// let mut h2: TernaryHeap<_> = [1, 4, 2, 3].into();
2093 /// while let Some((a, b)) = h1.pop().zip(h2.pop()) {
2094 /// assert_eq!(a, b);
2095 /// }
2096 /// ```
2097 fn from(arr: [T; N]) -> Self {
2098 // With newer Rust versions `Self::from_iter(arr)` should be used, as
2099 // using `IntoIter::new` is deprecated from 1.59.0. However, this would
2100 // require a MSRV of 1.53.0, and both are equivalent behind the scenes.
2101 #[allow(deprecated)]
2102 core::array::IntoIter::new(arr).collect()
2103 }
2104}
2105
2106impl<T, const D: usize> From<DaryHeap<T, D>> for Vec<T> {
2107 /// Converts a `DaryHeap<T, D>` into a `Vec<T>`.
2108 ///
2109 /// This conversion requires no data movement or allocation, and has
2110 /// constant time complexity.
2111 fn from(heap: DaryHeap<T, D>) -> Vec<T> {
2112 heap.data
2113 }
2114}
2115
2116impl<T: Ord, const D: usize> FromIterator<T> for DaryHeap<T, D> {
2117 fn from_iter<I: IntoIterator<Item = T>>(iter: I) -> DaryHeap<T, D> {
2118 DaryHeap::from(iter.into_iter().collect::<Vec<_>>())
2119 }
2120}
2121
2122impl<T, const D: usize> IntoIterator for DaryHeap<T, D> {
2123 type Item = T;
2124 type IntoIter = IntoIter<T>;
2125
2126 /// Creates a consuming iterator, that is, one that moves each value out of
2127 /// the *d*-ary heap in arbitrary order. The *d*-ary heap cannot be used
2128 /// after calling this.
2129 ///
2130 /// # Examples
2131 ///
2132 /// Basic usage:
2133 ///
2134 /// ```
2135 /// use dary_heap::BinaryHeap;
2136 /// let heap = BinaryHeap::from([1, 2, 3, 4]);
2137 ///
2138 /// // Print 1, 2, 3, 4 in arbitrary order
2139 /// for x in heap.into_iter() {
2140 /// // x has type i32, not &i32
2141 /// println!("{x}");
2142 /// }
2143 /// ```
2144 fn into_iter(self) -> IntoIter<T> {
2145 IntoIter {
2146 iter: self.data.into_iter(),
2147 }
2148 }
2149}
2150
2151impl<'a, T, const D: usize> IntoIterator for &'a DaryHeap<T, D> {
2152 type Item = &'a T;
2153 type IntoIter = Iter<'a, T>;
2154
2155 fn into_iter(self) -> Iter<'a, T> {
2156 self.iter()
2157 }
2158}
2159
2160impl<T: Ord, const D: usize> Extend<T> for DaryHeap<T, D> {
2161 #[inline]
2162 fn extend<I: IntoIterator<Item = T>>(&mut self, iter: I) {
2163 let guard = RebuildOnDrop {
2164 rebuild_from: self.len(),
2165 heap: self,
2166 };
2167 guard.heap.data.extend(iter);
2168 }
2169
2170 #[inline]
2171 #[cfg(feature = "unstable_nightly")]
2172 fn extend_one(&mut self, item: T) {
2173 self.push(item);
2174 }
2175
2176 #[inline]
2177 #[cfg(feature = "unstable_nightly")]
2178 fn extend_reserve(&mut self, additional: usize) {
2179 self.reserve(additional);
2180 }
2181}
2182
2183impl<'a, T: 'a + Ord + Copy, const D: usize> Extend<&'a T> for DaryHeap<T, D> {
2184 fn extend<I: IntoIterator<Item = &'a T>>(&mut self, iter: I) {
2185 self.extend(iter.into_iter().cloned());
2186 }
2187
2188 #[inline]
2189 #[cfg(feature = "unstable_nightly")]
2190 fn extend_one(&mut self, &item: &'a T) {
2191 self.push(item);
2192 }
2193
2194 #[inline]
2195 #[cfg(feature = "unstable_nightly")]
2196 fn extend_reserve(&mut self, additional: usize) {
2197 self.reserve(additional);
2198 }
2199}
2200
2201#[cfg(any(test, fuzzing))]
2202impl<T: Ord + fmt::Debug, const D: usize> DaryHeap<T, D> {
2203 /// Panics if the heap is in an inconsistent state
2204 #[track_caller]
2205 pub fn assert_valid_state(&self) {
2206 assert_ne!(D, 0, "Arity should be greater than zero");
2207 for (i, v) in self.iter().enumerate() {
2208 let children = D * i + 1..D * i + D;
2209 if children.start > self.len() {
2210 break;
2211 }
2212 for j in children {
2213 if let Some(x) = self.data.get(j) {
2214 assert!(v >= x);
2215 }
2216 }
2217 }
2218 }
2219}
2220
2221#[cfg(test)]
2222mod tests {
2223 use super::*;
2224 use rand::{seq::SliceRandom, thread_rng};
2225
2226 fn pop<const D: usize>() {
2227 let mut rng = thread_rng();
2228 let ntest = if cfg!(miri) { 1 } else { 10 };
2229 let nelem = if cfg!(miri) { 100 } else { 1000 };
2230 for _ in 0..ntest {
2231 let mut data: Vec<_> = (0..nelem).collect();
2232 data.shuffle(&mut rng);
2233 let mut heap = DaryHeap::<_, D>::from(data);
2234 heap.assert_valid_state();
2235 for i in (0..nelem).rev() {
2236 assert_eq!(heap.pop(), Some(i));
2237 heap.assert_valid_state();
2238 }
2239 assert_eq!(heap.pop(), None);
2240 }
2241 }
2242
2243 #[test]
2244 #[should_panic]
2245 fn push_d0() {
2246 let mut heap = DaryHeap::<_, 0>::new();
2247 heap.push(42);
2248 }
2249
2250 #[test]
2251 #[should_panic]
2252 fn from_vec_d0() {
2253 let _heap = DaryHeap::<_, 0>::from(vec![42]);
2254 }
2255
2256 #[test]
2257 fn pop_d1() {
2258 pop::<1>();
2259 }
2260
2261 #[test]
2262 fn pop_d2() {
2263 pop::<2>();
2264 }
2265
2266 #[test]
2267 fn pop_d3() {
2268 pop::<3>();
2269 }
2270
2271 #[test]
2272 fn pop_d4() {
2273 pop::<4>();
2274 }
2275
2276 #[test]
2277 fn pop_d5() {
2278 pop::<5>();
2279 }
2280
2281 #[test]
2282 fn pop_d6() {
2283 pop::<6>();
2284 }
2285
2286 #[test]
2287 fn pop_d7() {
2288 pop::<7>();
2289 }
2290
2291 #[test]
2292 fn pop_d8() {
2293 pop::<8>();
2294 }
2295
2296 #[test]
2297 #[cfg(feature = "serde")]
2298 fn serde() {
2299 use serde_test::Token::{Seq, SeqEnd, I32};
2300
2301 impl<T: PartialEq, const D: usize> PartialEq for DaryHeap<T, D> {
2302 fn eq(&self, other: &Self) -> bool {
2303 self.iter().zip(other).all(|(a, b)| a == b)
2304 }
2305 }
2306
2307 let empty = [Seq { len: Some(0) }, SeqEnd];
2308 let part = [Seq { len: Some(3) }, I32(3), I32(1), I32(2), SeqEnd];
2309 let full = [Seq { len: Some(4) }, I32(4), I32(3), I32(2), I32(1), SeqEnd];
2310
2311 let mut dary = BinaryHeap::<i32>::new();
2312 serde_test::assert_tokens(&dary, &empty);
2313 for i in [1, 2, 3] {
2314 dary.push(i);
2315 }
2316 serde_test::assert_tokens(&dary, &part);
2317 dary.push(4);
2318 serde_test::assert_tokens(&dary, &full);
2319
2320 let mut std = alloc::collections::BinaryHeap::<i32>::new();
2321 serde_test::assert_ser_tokens(&std, &empty);
2322 for i in [1, 2, 3] {
2323 std.push(i);
2324 }
2325 serde_test::assert_ser_tokens(&std, &part);
2326 std.push(4);
2327 serde_test::assert_ser_tokens(&std, &full);
2328 }
2329}