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authorDaniel Baumann <daniel.baumann@progress-linux.org>2024-04-28 13:15:26 +0000
committerDaniel Baumann <daniel.baumann@progress-linux.org>2024-04-28 13:15:26 +0000
commit82539ad8d59729fb45b0bb0edda8f2bddb719eb1 (patch)
tree58f0b58e6f44f0e04d4a6373132cf426fa835fa7 /src/container/heap
parentInitial commit. (diff)
downloadgolang-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.go47
-rw-r--r--src/container/heap/example_pq_test.go98
-rw-r--r--src/container/heap/heap.go119
-rw-r--r--src/container/heap/heap_test.go214
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)
+ }
+}