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//! A priority queue implemented with a binary heap. //! //! Insertion and popping the largest element have `O(log n)` time complexity. Checking the largest //! / smallest element is `O(1)`. // TODO not yet implemented // Converting a vector to a binary heap can be done in-place, and has `O(n)` complexity. A binary // heap can also be converted to a sorted vector in-place, allowing it to be used for an `O(n log // n)` in-place heapsort. use core::cmp::Ordering; use core::marker::PhantomData; use core::mem::ManuallyDrop; use core::{mem, ptr, slice, fmt}; use generic_array::ArrayLength; use Vec; /// Min-heap pub enum Min {} /// Max-heap pub enum Max {} /// The binary heap kind: min-heap or max-heap /// /// Do *not* implement this trait yourself! pub unsafe trait Kind { #[doc(hidden)] fn ordering() -> Ordering; } unsafe impl Kind for Min { fn ordering() -> Ordering { Ordering::Less } } unsafe impl Kind for Max { fn ordering() -> Ordering { Ordering::Greater } } /// A priority queue implemented with a binary heap. /// /// This can be either a min-heap or a max-heap. /// /// It is a logic error for an item to be modified in such a way that the item's ordering relative /// to any other item, as determined by the `Ord` trait, changes while it is in the heap. This is /// normally only possible through `Cell`, `RefCell`, global state, I/O, or unsafe code. /// /// ``` /// use heapless::binary_heap::{BinaryHeap, Max}; /// use heapless::consts::*; /// /// let mut heap: BinaryHeap<_, U8, Max> = BinaryHeap::new(); /// /// // We can use peek to look at the next item in the heap. In this case, /// // there's no items in there yet so we get None. /// assert_eq!(heap.peek(), None); /// /// // Let's add some scores... /// heap.push(1).unwrap(); /// heap.push(5).unwrap(); /// heap.push(2).unwrap(); /// /// // Now peek shows the most important item in the heap. /// assert_eq!(heap.peek(), Some(&5)); /// /// // We can check the length of a heap. /// assert_eq!(heap.len(), 3); /// /// // We can iterate over the items in the heap, although they are returned in /// // a random order. /// for x in &heap { /// println!("{}", x); /// } /// /// // If we instead pop these scores, they should come back in order. /// assert_eq!(heap.pop(), Some(5)); /// assert_eq!(heap.pop(), Some(2)); /// assert_eq!(heap.pop(), Some(1)); /// assert_eq!(heap.pop(), None); /// /// // We can clear the heap of any remaining items. /// heap.clear(); /// /// // The heap should now be empty. /// assert!(heap.is_empty()) /// ``` pub struct BinaryHeap<T, N, KIND> where T: Ord, N: ArrayLength<T>, KIND: Kind, { _kind: PhantomData<KIND>, data: Vec<T, N>, } impl<T, N, K> BinaryHeap<T, N, K> where T: Ord, N: ArrayLength<T>, K: Kind, { /* Constructors */ const_fn! { /// Creates an empty BinaryHeap as a $K-heap. /// /// ``` /// use heapless::binary_heap::{BinaryHeap, Max}; /// use heapless::consts::*; /// /// let mut heap: BinaryHeap<_, U8, Max> = BinaryHeap::new(); /// heap.push(4).unwrap(); /// ``` pub const fn new() -> Self { BinaryHeap { _kind: PhantomData, data: Vec::new(), } } } /* Public API */ /// Returns the capacity of the binary heap. pub fn capacity(&self) -> usize { self.data.capacity() } /// Drops all items from the binary heap. /// /// ``` /// use heapless::binary_heap::{BinaryHeap, Max}; /// use heapless::consts::*; /// /// let mut heap: BinaryHeap<_, U8, Max> = BinaryHeap::new(); /// heap.push(1).unwrap(); /// heap.push(3).unwrap(); /// /// assert!(!heap.is_empty()); /// /// heap.clear(); /// /// assert!(heap.is_empty()); /// ``` pub fn clear(&mut self) { self.data.clear() } /// Returns the length of the binary heap. /// /// ``` /// use heapless::binary_heap::{BinaryHeap, Max}; /// use heapless::consts::*; /// /// let mut heap: BinaryHeap<_, U8, Max> = BinaryHeap::new(); /// heap.push(1).unwrap(); /// heap.push(3).unwrap(); /// /// assert_eq!(heap.len(), 2); /// ``` pub fn len(&self) -> usize { self.data.len() } /// Checks if the binary heap is empty. /// /// ``` /// use heapless::binary_heap::{BinaryHeap, Max}; /// use heapless::consts::*; /// /// let mut heap: BinaryHeap<_, U8, Max> = BinaryHeap::new(); /// /// assert!(heap.is_empty()); /// /// heap.push(3).unwrap(); /// heap.push(5).unwrap(); /// heap.push(1).unwrap(); /// /// assert!(!heap.is_empty()); /// ``` pub fn is_empty(&self) -> bool { self.len() == 0 } /// Returns an iterator visiting all values in the underlying vector, in arbitrary order. /// /// ``` /// use heapless::binary_heap::{BinaryHeap, Max}; /// use heapless::consts::*; /// /// let mut heap: BinaryHeap<_, U8, Max> = BinaryHeap::new(); /// heap.push(1).unwrap(); /// heap.push(2).unwrap(); /// heap.push(3).unwrap(); /// heap.push(4).unwrap(); /// /// // Print 1, 2, 3, 4 in arbitrary order /// for x in heap.iter() { /// println!("{}", x); /// /// } /// ``` pub fn iter(&self) -> slice::Iter<T> { self.data.iter() } /// Returns a mutable iterator visiting all values in the underlying vector, in arbitrary order. /// /// **WARNING** Mutating the items in the binary heap can leave the heap in an inconsistent /// state. pub fn iter_mut(&mut self) -> slice::IterMut<T> { self.data.iter_mut() } /// Returns the *top* (greatest if max-heap, smallest if min-heap) item in the binary heap, or /// None if it is empty. /// /// ``` /// use heapless::binary_heap::{BinaryHeap, Max}; /// use heapless::consts::*; /// /// let mut heap: BinaryHeap<_, U8, Max> = BinaryHeap::new(); /// assert_eq!(heap.peek(), None); /// /// heap.push(1).unwrap(); /// heap.push(5).unwrap(); /// heap.push(2).unwrap(); /// assert_eq!(heap.peek(), Some(&5)); /// ``` pub fn peek(&self) -> Option<&T> { self.data.get(0) } /// Removes the *top* (greatest if max-heap, smallest if min-heap) item from the binary heap and /// returns it, or None if it is empty. /// /// ``` /// use heapless::binary_heap::{BinaryHeap, Max}; /// use heapless::consts::*; /// /// let mut heap: BinaryHeap<_, U8, Max> = BinaryHeap::new(); /// heap.push(1).unwrap(); /// heap.push(3).unwrap(); /// /// assert_eq!(heap.pop(), Some(3)); /// assert_eq!(heap.pop(), Some(1)); /// assert_eq!(heap.pop(), None); /// ``` pub fn pop(&mut self) -> Option<T> { if self.is_empty() { None } else { Some(unsafe { self.pop_unchecked() }) } } /// Removes the *top* (greatest if max-heap, smallest if min-heap) item from the binary heap and /// returns it, without checking if the binary heap is empty. pub unsafe fn pop_unchecked(&mut self) -> T { let mut item = self.data.pop_unchecked(); if !self.is_empty() { mem::swap(&mut item, &mut self.data[0]); self.sift_down_to_bottom(0); } item } /// Pushes an item onto the binary heap. /// /// ``` /// use heapless::binary_heap::{BinaryHeap, Max}; /// use heapless::consts::*; /// /// let mut heap: BinaryHeap<_, U8, Max> = BinaryHeap::new(); /// heap.push(3).unwrap(); /// heap.push(5).unwrap(); /// heap.push(1).unwrap(); /// /// assert_eq!(heap.len(), 3); /// assert_eq!(heap.peek(), Some(&5)); /// ``` pub fn push(&mut self, item: T) -> Result<(), T> { if self.data.is_full() { return Err(item); } unsafe { self.push_unchecked(item) } Ok(()) } /// Pushes an item onto the binary heap without first checking if it's full. pub unsafe fn push_unchecked(&mut self, item: T) { let old_len = self.len(); self.data.push_unchecked(item); self.sift_up(0, old_len); } /* Private API */ fn sift_down_to_bottom(&mut self, mut pos: usize) { let end = self.len(); let start = pos; unsafe { let mut hole = Hole::new(&mut self.data, pos); let mut child = 2 * pos + 1; while child < end { let right = child + 1; // compare with the greater of the two children if right < end && hole.get(child).cmp(hole.get(right)) != K::ordering() { child = right; } hole.move_to(child); child = 2 * hole.pos() + 1; } pos = hole.pos; } self.sift_up(start, pos); } fn sift_up(&mut self, start: usize, pos: usize) -> usize { unsafe { // Take out the value at `pos` and create a hole. let mut hole = Hole::new(&mut self.data, pos); while hole.pos() > start { let parent = (hole.pos() - 1) / 2; if hole.element().cmp(hole.get(parent)) != K::ordering() { break; } hole.move_to(parent); } hole.pos() } } } /// Hole represents a hole in a slice i.e. an index without valid value /// (because it was moved from or duplicated). /// In drop, `Hole` will restore the slice by filling the hole /// position with the value that was originally removed. struct Hole<'a, T: 'a> { data: &'a mut [T], /// `elt` is always `Some` from new until drop. elt: ManuallyDrop<T>, pos: usize, } impl<'a, T> Hole<'a, T> { /// Create a new Hole at index `pos`. /// /// Unsafe because pos must be within the data slice. #[inline] unsafe fn new(data: &'a mut [T], pos: usize) -> Self { debug_assert!(pos < data.len()); let elt = ptr::read(data.get_unchecked(pos)); Hole { data, elt: ManuallyDrop::new(elt), pos, } } #[inline] fn pos(&self) -> usize { self.pos } /// Returns a reference to the element removed. #[inline] fn element(&self) -> &T { &self.elt } /// Returns a reference to the element at `index`. /// /// Unsafe because index must be within the data slice and not equal to pos. #[inline] unsafe fn get(&self, index: usize) -> &T { debug_assert!(index != self.pos); debug_assert!(index < self.data.len()); self.data.get_unchecked(index) } /// Move hole to new location /// /// Unsafe because index must be within the data slice and not equal to pos. #[inline] unsafe fn move_to(&mut self, index: usize) { debug_assert!(index != self.pos); debug_assert!(index < self.data.len()); let index_ptr: *const _ = self.data.get_unchecked(index); let hole_ptr = self.data.get_unchecked_mut(self.pos); ptr::copy_nonoverlapping(index_ptr, hole_ptr, 1); self.pos = index; } } impl<'a, T> Drop for Hole<'a, T> { #[inline] fn drop(&mut self) { // fill the hole again unsafe { let pos = self.pos; ptr::write(self.data.get_unchecked_mut(pos), ptr::read(&*self.elt)); } } } impl<T, N, K> Default for BinaryHeap<T, N, K> where T: Ord, N: ArrayLength<T>, K: Kind, { fn default() -> Self { Self::new() } } impl<T, N, K> Clone for BinaryHeap<T, N, K> where N: ArrayLength<T>, K: Kind, T: Ord + Clone, { fn clone(&self) -> Self { Self { _kind: self._kind, data: self.data.clone(), } } } impl<T, N, K> fmt::Debug for BinaryHeap<T, N, K> where N: ArrayLength<T>, K: Kind, T: Ord + fmt::Debug { fn fmt(&self, f: &mut fmt::Formatter) -> fmt::Result { f.debug_list().entries(self.iter()).finish() } } impl<'a, T, N, K> IntoIterator for &'a BinaryHeap<T, N, K> where N: ArrayLength<T>, K: Kind, T: Ord, { type Item = &'a T; type IntoIter = slice::Iter<'a, T>; fn into_iter(self) -> Self::IntoIter { self.iter() } } #[cfg(test)] mod tests { use std::vec::Vec; use binary_heap::{self, BinaryHeap, Min}; use consts::*; #[cfg(feature = "const-fn")] #[test] fn static_new() { static mut _B: BinaryHeap<i32, U16, Min> = BinaryHeap::new(); } #[test] fn min() { let mut heap = BinaryHeap::<_, U16, Min>::new(); heap.push(1).unwrap(); heap.push(2).unwrap(); heap.push(3).unwrap(); heap.push(17).unwrap(); heap.push(19).unwrap(); heap.push(36).unwrap(); heap.push(7).unwrap(); heap.push(25).unwrap(); heap.push(100).unwrap(); assert_eq!( heap.iter().cloned().collect::<Vec<_>>(), [1, 2, 3, 17, 19, 36, 7, 25, 100] ); assert_eq!(heap.pop(), Some(1)); assert_eq!( heap.iter().cloned().collect::<Vec<_>>(), [2, 17, 3, 25, 19, 36, 7, 100] ); assert_eq!(heap.pop(), Some(2)); assert_eq!(heap.pop(), Some(3)); assert_eq!(heap.pop(), Some(7)); assert_eq!(heap.pop(), Some(17)); assert_eq!(heap.pop(), Some(19)); assert_eq!(heap.pop(), Some(25)); assert_eq!(heap.pop(), Some(36)); assert_eq!(heap.pop(), Some(100)); assert_eq!(heap.pop(), None); } #[test] fn max() { let mut heap = BinaryHeap::<_, U16, binary_heap::Max>::new(); heap.push(1).unwrap(); heap.push(2).unwrap(); heap.push(3).unwrap(); heap.push(17).unwrap(); heap.push(19).unwrap(); heap.push(36).unwrap(); heap.push(7).unwrap(); heap.push(25).unwrap(); heap.push(100).unwrap(); assert_eq!( heap.iter().cloned().collect::<Vec<_>>(), [100, 36, 19, 25, 3, 2, 7, 1, 17] ); assert_eq!(heap.pop(), Some(100)); assert_eq!( heap.iter().cloned().collect::<Vec<_>>(), [36, 25, 19, 17, 3, 2, 7, 1] ); assert_eq!(heap.pop(), Some(36)); assert_eq!(heap.pop(), Some(25)); assert_eq!(heap.pop(), Some(19)); assert_eq!(heap.pop(), Some(17)); assert_eq!(heap.pop(), Some(7)); assert_eq!(heap.pop(), Some(3)); assert_eq!(heap.pop(), Some(2)); assert_eq!(heap.pop(), Some(1)); assert_eq!(heap.pop(), None); } }