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author | Daniel Baumann <daniel.baumann@progress-linux.org> | 2024-04-28 13:15:26 +0000 |
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committer | Daniel Baumann <daniel.baumann@progress-linux.org> | 2024-04-28 13:15:26 +0000 |
commit | 82539ad8d59729fb45b0bb0edda8f2bddb719eb1 (patch) | |
tree | 58f0b58e6f44f0e04d4a6373132cf426fa835fa7 /src/container/heap | |
parent | Initial commit. (diff) | |
download | golang-1.17-82539ad8d59729fb45b0bb0edda8f2bddb719eb1.tar.xz golang-1.17-82539ad8d59729fb45b0bb0edda8f2bddb719eb1.zip |
Adding upstream version 1.17.13.upstream/1.17.13upstream
Signed-off-by: Daniel Baumann <daniel.baumann@progress-linux.org>
Diffstat (limited to 'src/container/heap')
-rw-r--r-- | src/container/heap/example_intheap_test.go | 47 | ||||
-rw-r--r-- | src/container/heap/example_pq_test.go | 98 | ||||
-rw-r--r-- | src/container/heap/heap.go | 119 | ||||
-rw-r--r-- | src/container/heap/heap_test.go | 214 |
4 files changed, 478 insertions, 0 deletions
diff --git a/src/container/heap/example_intheap_test.go b/src/container/heap/example_intheap_test.go new file mode 100644 index 0000000..02d3d86 --- /dev/null +++ b/src/container/heap/example_intheap_test.go @@ -0,0 +1,47 @@ +// Copyright 2012 The Go Authors. All rights reserved. +// Use of this source code is governed by a BSD-style +// license that can be found in the LICENSE file. + +// This example demonstrates an integer heap built using the heap interface. +package heap_test + +import ( + "container/heap" + "fmt" +) + +// An IntHeap is a min-heap of ints. +type IntHeap []int + +func (h IntHeap) Len() int { return len(h) } +func (h IntHeap) Less(i, j int) bool { return h[i] < h[j] } +func (h IntHeap) Swap(i, j int) { h[i], h[j] = h[j], h[i] } + +func (h *IntHeap) Push(x interface{}) { + // Push and Pop use pointer receivers because they modify the slice's length, + // not just its contents. + *h = append(*h, x.(int)) +} + +func (h *IntHeap) Pop() interface{} { + old := *h + n := len(old) + x := old[n-1] + *h = old[0 : n-1] + return x +} + +// This example inserts several ints into an IntHeap, checks the minimum, +// and removes them in order of priority. +func Example_intHeap() { + h := &IntHeap{2, 1, 5} + heap.Init(h) + heap.Push(h, 3) + fmt.Printf("minimum: %d\n", (*h)[0]) + for h.Len() > 0 { + fmt.Printf("%d ", heap.Pop(h)) + } + // Output: + // minimum: 1 + // 1 2 3 5 +} diff --git a/src/container/heap/example_pq_test.go b/src/container/heap/example_pq_test.go new file mode 100644 index 0000000..da1a233 --- /dev/null +++ b/src/container/heap/example_pq_test.go @@ -0,0 +1,98 @@ +// Copyright 2012 The Go Authors. All rights reserved. +// Use of this source code is governed by a BSD-style +// license that can be found in the LICENSE file. + +// This example demonstrates a priority queue built using the heap interface. +package heap_test + +import ( + "container/heap" + "fmt" +) + +// An Item is something we manage in a priority queue. +type Item struct { + value string // The value of the item; arbitrary. + priority int // The priority of the item in the queue. + // The index is needed by update and is maintained by the heap.Interface methods. + index int // The index of the item in the heap. +} + +// A PriorityQueue implements heap.Interface and holds Items. +type PriorityQueue []*Item + +func (pq PriorityQueue) Len() int { return len(pq) } + +func (pq PriorityQueue) Less(i, j int) bool { + // We want Pop to give us the highest, not lowest, priority so we use greater than here. + return pq[i].priority > pq[j].priority +} + +func (pq PriorityQueue) Swap(i, j int) { + pq[i], pq[j] = pq[j], pq[i] + pq[i].index = i + pq[j].index = j +} + +func (pq *PriorityQueue) Push(x interface{}) { + n := len(*pq) + item := x.(*Item) + item.index = n + *pq = append(*pq, item) +} + +func (pq *PriorityQueue) Pop() interface{} { + old := *pq + n := len(old) + item := old[n-1] + old[n-1] = nil // avoid memory leak + item.index = -1 // for safety + *pq = old[0 : n-1] + return item +} + +// update modifies the priority and value of an Item in the queue. +func (pq *PriorityQueue) update(item *Item, value string, priority int) { + item.value = value + item.priority = priority + heap.Fix(pq, item.index) +} + +// This example creates a PriorityQueue with some items, adds and manipulates an item, +// and then removes the items in priority order. +func Example_priorityQueue() { + // Some items and their priorities. + items := map[string]int{ + "banana": 3, "apple": 2, "pear": 4, + } + + // Create a priority queue, put the items in it, and + // establish the priority queue (heap) invariants. + pq := make(PriorityQueue, len(items)) + i := 0 + for value, priority := range items { + pq[i] = &Item{ + value: value, + priority: priority, + index: i, + } + i++ + } + heap.Init(&pq) + + // Insert a new item and then modify its priority. + item := &Item{ + value: "orange", + priority: 1, + } + heap.Push(&pq, item) + pq.update(item, item.value, 5) + + // Take the items out; they arrive in decreasing priority order. + for pq.Len() > 0 { + item := heap.Pop(&pq).(*Item) + fmt.Printf("%.2d:%s ", item.priority, item.value) + } + // Output: + // 05:orange 04:pear 03:banana 02:apple +} diff --git a/src/container/heap/heap.go b/src/container/heap/heap.go new file mode 100644 index 0000000..2e09da8 --- /dev/null +++ b/src/container/heap/heap.go @@ -0,0 +1,119 @@ +// Copyright 2009 The Go Authors. All rights reserved. +// Use of this source code is governed by a BSD-style +// license that can be found in the LICENSE file. + +// Package heap provides heap operations for any type that implements +// heap.Interface. A heap is a tree with the property that each node is the +// minimum-valued node in its subtree. +// +// The minimum element in the tree is the root, at index 0. +// +// A heap is a common way to implement a priority queue. To build a priority +// queue, implement the Heap interface with the (negative) priority as the +// ordering for the Less method, so Push adds items while Pop removes the +// highest-priority item from the queue. The Examples include such an +// implementation; the file example_pq_test.go has the complete source. +// +package heap + +import "sort" + +// The Interface type describes the requirements +// for a type using the routines in this package. +// Any type that implements it may be used as a +// min-heap with the following invariants (established after +// Init has been called or if the data is empty or sorted): +// +// !h.Less(j, i) for 0 <= i < h.Len() and 2*i+1 <= j <= 2*i+2 and j < h.Len() +// +// Note that Push and Pop in this interface are for package heap's +// implementation to call. To add and remove things from the heap, +// use heap.Push and heap.Pop. +type Interface interface { + sort.Interface + Push(x interface{}) // add x as element Len() + Pop() interface{} // remove and return element Len() - 1. +} + +// Init establishes the heap invariants required by the other routines in this package. +// Init is idempotent with respect to the heap invariants +// and may be called whenever the heap invariants may have been invalidated. +// The complexity is O(n) where n = h.Len(). +func Init(h Interface) { + // heapify + n := h.Len() + for i := n/2 - 1; i >= 0; i-- { + down(h, i, n) + } +} + +// Push pushes the element x onto the heap. +// The complexity is O(log n) where n = h.Len(). +func Push(h Interface, x interface{}) { + h.Push(x) + up(h, h.Len()-1) +} + +// Pop removes and returns the minimum element (according to Less) from the heap. +// The complexity is O(log n) where n = h.Len(). +// Pop is equivalent to Remove(h, 0). +func Pop(h Interface) interface{} { + n := h.Len() - 1 + h.Swap(0, n) + down(h, 0, n) + return h.Pop() +} + +// Remove removes and returns the element at index i from the heap. +// The complexity is O(log n) where n = h.Len(). +func Remove(h Interface, i int) interface{} { + n := h.Len() - 1 + if n != i { + h.Swap(i, n) + if !down(h, i, n) { + up(h, i) + } + } + return h.Pop() +} + +// Fix re-establishes the heap ordering after the element at index i has changed its value. +// Changing the value of the element at index i and then calling Fix is equivalent to, +// but less expensive than, calling Remove(h, i) followed by a Push of the new value. +// The complexity is O(log n) where n = h.Len(). +func Fix(h Interface, i int) { + if !down(h, i, h.Len()) { + up(h, i) + } +} + +func up(h Interface, j int) { + for { + i := (j - 1) / 2 // parent + if i == j || !h.Less(j, i) { + break + } + h.Swap(i, j) + j = i + } +} + +func down(h Interface, i0, n int) bool { + i := i0 + for { + j1 := 2*i + 1 + if j1 >= n || j1 < 0 { // j1 < 0 after int overflow + break + } + j := j1 // left child + if j2 := j1 + 1; j2 < n && h.Less(j2, j1) { + j = j2 // = 2*i + 2 // right child + } + if !h.Less(j, i) { + break + } + h.Swap(i, j) + i = j + } + return i > i0 +} diff --git a/src/container/heap/heap_test.go b/src/container/heap/heap_test.go new file mode 100644 index 0000000..f19f9cf --- /dev/null +++ b/src/container/heap/heap_test.go @@ -0,0 +1,214 @@ +// Copyright 2009 The Go Authors. All rights reserved. +// Use of this source code is governed by a BSD-style +// license that can be found in the LICENSE file. + +package heap + +import ( + "math/rand" + "testing" +) + +type myHeap []int + +func (h *myHeap) Less(i, j int) bool { + return (*h)[i] < (*h)[j] +} + +func (h *myHeap) Swap(i, j int) { + (*h)[i], (*h)[j] = (*h)[j], (*h)[i] +} + +func (h *myHeap) Len() int { + return len(*h) +} + +func (h *myHeap) Pop() (v interface{}) { + *h, v = (*h)[:h.Len()-1], (*h)[h.Len()-1] + return +} + +func (h *myHeap) Push(v interface{}) { + *h = append(*h, v.(int)) +} + +func (h myHeap) verify(t *testing.T, i int) { + t.Helper() + n := h.Len() + j1 := 2*i + 1 + j2 := 2*i + 2 + if j1 < n { + if h.Less(j1, i) { + t.Errorf("heap invariant invalidated [%d] = %d > [%d] = %d", i, h[i], j1, h[j1]) + return + } + h.verify(t, j1) + } + if j2 < n { + if h.Less(j2, i) { + t.Errorf("heap invariant invalidated [%d] = %d > [%d] = %d", i, h[i], j1, h[j2]) + return + } + h.verify(t, j2) + } +} + +func TestInit0(t *testing.T) { + h := new(myHeap) + for i := 20; i > 0; i-- { + h.Push(0) // all elements are the same + } + Init(h) + h.verify(t, 0) + + for i := 1; h.Len() > 0; i++ { + x := Pop(h).(int) + h.verify(t, 0) + if x != 0 { + t.Errorf("%d.th pop got %d; want %d", i, x, 0) + } + } +} + +func TestInit1(t *testing.T) { + h := new(myHeap) + for i := 20; i > 0; i-- { + h.Push(i) // all elements are different + } + Init(h) + h.verify(t, 0) + + for i := 1; h.Len() > 0; i++ { + x := Pop(h).(int) + h.verify(t, 0) + if x != i { + t.Errorf("%d.th pop got %d; want %d", i, x, i) + } + } +} + +func Test(t *testing.T) { + h := new(myHeap) + h.verify(t, 0) + + for i := 20; i > 10; i-- { + h.Push(i) + } + Init(h) + h.verify(t, 0) + + for i := 10; i > 0; i-- { + Push(h, i) + h.verify(t, 0) + } + + for i := 1; h.Len() > 0; i++ { + x := Pop(h).(int) + if i < 20 { + Push(h, 20+i) + } + h.verify(t, 0) + if x != i { + t.Errorf("%d.th pop got %d; want %d", i, x, i) + } + } +} + +func TestRemove0(t *testing.T) { + h := new(myHeap) + for i := 0; i < 10; i++ { + h.Push(i) + } + h.verify(t, 0) + + for h.Len() > 0 { + i := h.Len() - 1 + x := Remove(h, i).(int) + if x != i { + t.Errorf("Remove(%d) got %d; want %d", i, x, i) + } + h.verify(t, 0) + } +} + +func TestRemove1(t *testing.T) { + h := new(myHeap) + for i := 0; i < 10; i++ { + h.Push(i) + } + h.verify(t, 0) + + for i := 0; h.Len() > 0; i++ { + x := Remove(h, 0).(int) + if x != i { + t.Errorf("Remove(0) got %d; want %d", x, i) + } + h.verify(t, 0) + } +} + +func TestRemove2(t *testing.T) { + N := 10 + + h := new(myHeap) + for i := 0; i < N; i++ { + h.Push(i) + } + h.verify(t, 0) + + m := make(map[int]bool) + for h.Len() > 0 { + m[Remove(h, (h.Len()-1)/2).(int)] = true + h.verify(t, 0) + } + + if len(m) != N { + t.Errorf("len(m) = %d; want %d", len(m), N) + } + for i := 0; i < len(m); i++ { + if !m[i] { + t.Errorf("m[%d] doesn't exist", i) + } + } +} + +func BenchmarkDup(b *testing.B) { + const n = 10000 + h := make(myHeap, 0, n) + for i := 0; i < b.N; i++ { + for j := 0; j < n; j++ { + Push(&h, 0) // all elements are the same + } + for h.Len() > 0 { + Pop(&h) + } + } +} + +func TestFix(t *testing.T) { + h := new(myHeap) + h.verify(t, 0) + + for i := 200; i > 0; i -= 10 { + Push(h, i) + } + h.verify(t, 0) + + if (*h)[0] != 10 { + t.Fatalf("Expected head to be 10, was %d", (*h)[0]) + } + (*h)[0] = 210 + Fix(h, 0) + h.verify(t, 0) + + for i := 100; i > 0; i-- { + elem := rand.Intn(h.Len()) + if i&1 == 0 { + (*h)[elem] *= 2 + } else { + (*h)[elem] /= 2 + } + Fix(h, elem) + h.verify(t, 0) + } +} |