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tempfork/heap: add copy of Go's container/heap but using generics
From Go commit 0a48e5cbfabd679e, then with some generics sprinkled about. Updates tailscale/corp#7354 Signed-off-by: Brad Fitzpatrick <[email protected]>
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// 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. | ||
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// 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. | ||
// | ||
// This package is a copy of the Go standard library's | ||
// container/heap, but using generics. | ||
package heap | ||
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import "sort" | ||
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// 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[V any] interface { | ||
sort.Interface | ||
Push(x V) // add x as element Len() | ||
Pop() V // remove and return element Len() - 1. | ||
} | ||
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// 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[V any](h Interface[V]) { | ||
// heapify | ||
n := h.Len() | ||
for i := n/2 - 1; i >= 0; i-- { | ||
down(h, i, n) | ||
} | ||
} | ||
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// Push pushes the element x onto the heap. | ||
// The complexity is O(log n) where n = h.Len(). | ||
func Push[V any](h Interface[V], x V) { | ||
h.Push(x) | ||
up(h, h.Len()-1) | ||
} | ||
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// 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[V any](h Interface[V]) V { | ||
n := h.Len() - 1 | ||
h.Swap(0, n) | ||
down(h, 0, n) | ||
return h.Pop() | ||
} | ||
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// Remove removes and returns the element at index i from the heap. | ||
// The complexity is O(log n) where n = h.Len(). | ||
func Remove[V any](h Interface[V], i int) V { | ||
n := h.Len() - 1 | ||
if n != i { | ||
h.Swap(i, n) | ||
if !down(h, i, n) { | ||
up(h, i) | ||
} | ||
} | ||
return h.Pop() | ||
} | ||
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// 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[V any](h Interface[V], i int) { | ||
if !down(h, i, h.Len()) { | ||
up(h, i) | ||
} | ||
} | ||
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func up[V any](h Interface[V], j int) { | ||
for { | ||
i := (j - 1) / 2 // parent | ||
if i == j || !h.Less(j, i) { | ||
break | ||
} | ||
h.Swap(i, j) | ||
j = i | ||
} | ||
} | ||
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func down[V any](h Interface[V], 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 | ||
} |
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// 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. | ||
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package heap | ||
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import ( | ||
"math/rand" | ||
"testing" | ||
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"golang.org/x/exp/constraints" | ||
) | ||
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type myHeap[T constraints.Ordered] []T | ||
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func (h *myHeap[T]) Less(i, j int) bool { | ||
return (*h)[i] < (*h)[j] | ||
} | ||
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func (h *myHeap[T]) Swap(i, j int) { | ||
(*h)[i], (*h)[j] = (*h)[j], (*h)[i] | ||
} | ||
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func (h *myHeap[T]) Len() int { | ||
return len(*h) | ||
} | ||
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func (h *myHeap[T]) Pop() (v T) { | ||
*h, v = (*h)[:h.Len()-1], (*h)[h.Len()-1] | ||
return | ||
} | ||
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func (h *myHeap[T]) Push(v T) { | ||
*h = append(*h, v) | ||
} | ||
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func (h myHeap[T]) 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] = %v > [%d] = %v", 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] = %v > [%d] = %v", i, h[i], j1, h[j2]) | ||
return | ||
} | ||
h.verify(t, j2) | ||
} | ||
} | ||
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func TestInit0(t *testing.T) { | ||
h := new(myHeap[int]) | ||
for i := 20; i > 0; i-- { | ||
h.Push(0) // all elements are the same | ||
} | ||
Init[int](h) | ||
h.verify(t, 0) | ||
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for i := 1; h.Len() > 0; i++ { | ||
x := Pop[int](h) | ||
h.verify(t, 0) | ||
if x != 0 { | ||
t.Errorf("%d.th pop got %d; want %d", i, x, 0) | ||
} | ||
} | ||
} | ||
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func TestInit1(t *testing.T) { | ||
h := new(myHeap[int]) | ||
for i := 20; i > 0; i-- { | ||
h.Push(i) // all elements are different | ||
} | ||
Init[int](h) | ||
h.verify(t, 0) | ||
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for i := 1; h.Len() > 0; i++ { | ||
x := Pop[int](h) | ||
h.verify(t, 0) | ||
if x != i { | ||
t.Errorf("%d.th pop got %d; want %d", i, x, i) | ||
} | ||
} | ||
} | ||
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func Test(t *testing.T) { | ||
h := new(myHeap[int]) | ||
h.verify(t, 0) | ||
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for i := 20; i > 10; i-- { | ||
h.Push(i) | ||
} | ||
Init[int](h) | ||
h.verify(t, 0) | ||
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for i := 10; i > 0; i-- { | ||
Push[int](h, i) | ||
h.verify(t, 0) | ||
} | ||
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for i := 1; h.Len() > 0; i++ { | ||
x := Pop[int](h) | ||
if i < 20 { | ||
Push[int](h, 20+i) | ||
} | ||
h.verify(t, 0) | ||
if x != i { | ||
t.Errorf("%d.th pop got %d; want %d", i, x, i) | ||
} | ||
} | ||
} | ||
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func TestRemove0(t *testing.T) { | ||
h := new(myHeap[int]) | ||
for i := 0; i < 10; i++ { | ||
h.Push(i) | ||
} | ||
h.verify(t, 0) | ||
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for h.Len() > 0 { | ||
i := h.Len() - 1 | ||
x := Remove[int](h, i) | ||
if x != i { | ||
t.Errorf("Remove(%d) got %d; want %d", i, x, i) | ||
} | ||
h.verify(t, 0) | ||
} | ||
} | ||
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func TestRemove1(t *testing.T) { | ||
h := new(myHeap[int]) | ||
for i := 0; i < 10; i++ { | ||
h.Push(i) | ||
} | ||
h.verify(t, 0) | ||
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for i := 0; h.Len() > 0; i++ { | ||
x := Remove[int](h, 0) | ||
if x != i { | ||
t.Errorf("Remove(0) got %d; want %d", x, i) | ||
} | ||
h.verify(t, 0) | ||
} | ||
} | ||
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func TestRemove2(t *testing.T) { | ||
N := 10 | ||
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h := new(myHeap[int]) | ||
for i := 0; i < N; i++ { | ||
h.Push(i) | ||
} | ||
h.verify(t, 0) | ||
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m := make(map[int]bool) | ||
for h.Len() > 0 { | ||
m[Remove[int](h, (h.Len()-1)/2)] = true | ||
h.verify(t, 0) | ||
} | ||
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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) | ||
} | ||
} | ||
} | ||
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func BenchmarkDup(b *testing.B) { | ||
const n = 10000 | ||
h := make(myHeap[int], 0, n) | ||
for i := 0; i < b.N; i++ { | ||
for j := 0; j < n; j++ { | ||
Push[int](&h, 0) // all elements are the same | ||
} | ||
for h.Len() > 0 { | ||
Pop[int](&h) | ||
} | ||
} | ||
} | ||
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func TestFix(t *testing.T) { | ||
h := new(myHeap[int]) | ||
h.verify(t, 0) | ||
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for i := 200; i > 0; i -= 10 { | ||
Push[int](h, i) | ||
} | ||
h.verify(t, 0) | ||
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if (*h)[0] != 10 { | ||
t.Fatalf("Expected head to be 10, was %d", (*h)[0]) | ||
} | ||
(*h)[0] = 210 | ||
Fix[int](h, 0) | ||
h.verify(t, 0) | ||
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for i := 100; i > 0; i-- { | ||
elem := rand.Intn(h.Len()) | ||
if i&1 == 0 { | ||
(*h)[elem] *= 2 | ||
} else { | ||
(*h)[elem] /= 2 | ||
} | ||
Fix[int](h, elem) | ||
h.verify(t, 0) | ||
} | ||
} |