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interval_tree.go 12.39 KB
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// Copyright 2016 The etcd Authors
//
// Licensed under the Apache License, Version 2.0 (the "License");
// you may not use this file except in compliance with the License.
// You may obtain a copy of the License at
//
// http://www.apache.org/licenses/LICENSE-2.0
//
// Unless required by applicable law or agreed to in writing, software
// distributed under the License is distributed on an "AS IS" BASIS,
// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
// See the License for the specific language governing permissions and
// limitations under the License.
package adt
import (
"bytes"
"math"
)
// Comparable is an interface for trichotomic comparisons.
type Comparable interface {
// Compare gives the result of a 3-way comparison
// a.Compare(b) = 1 => a > b
// a.Compare(b) = 0 => a == b
// a.Compare(b) = -1 => a < b
Compare(c Comparable) int
}
type rbcolor int
const (
black rbcolor = iota
red
)
// Interval implements a Comparable interval [begin, end)
// TODO: support different sorts of intervals: (a,b), [a,b], (a, b]
type Interval struct {
Begin Comparable
End Comparable
}
// Compare on an interval gives == if the interval overlaps.
func (ivl *Interval) Compare(c Comparable) int {
ivl2 := c.(*Interval)
ivbCmpBegin := ivl.Begin.Compare(ivl2.Begin)
ivbCmpEnd := ivl.Begin.Compare(ivl2.End)
iveCmpBegin := ivl.End.Compare(ivl2.Begin)
// ivl is left of ivl2
if ivbCmpBegin < 0 && iveCmpBegin <= 0 {
return -1
}
// iv is right of iv2
if ivbCmpEnd >= 0 {
return 1
}
return 0
}
type intervalNode struct {
// iv is the interval-value pair entry.
iv IntervalValue
// max endpoint of all descendent nodes.
max Comparable
// left and right are sorted by low endpoint of key interval
left, right *intervalNode
// parent is the direct ancestor of the node
parent *intervalNode
c rbcolor
}
func (x *intervalNode) color() rbcolor {
if x == nil {
return black
}
return x.c
}
func (n *intervalNode) height() int {
if n == nil {
return 0
}
ld := n.left.height()
rd := n.right.height()
if ld < rd {
return rd + 1
}
return ld + 1
}
func (x *intervalNode) min() *intervalNode {
for x.left != nil {
x = x.left
}
return x
}
// successor is the next in-order node in the tree
func (x *intervalNode) successor() *intervalNode {
if x.right != nil {
return x.right.min()
}
y := x.parent
for y != nil && x == y.right {
x = y
y = y.parent
}
return y
}
// updateMax updates the maximum values for a node and its ancestors
func (x *intervalNode) updateMax() {
for x != nil {
oldmax := x.max
max := x.iv.Ivl.End
if x.left != nil && x.left.max.Compare(max) > 0 {
max = x.left.max
}
if x.right != nil && x.right.max.Compare(max) > 0 {
max = x.right.max
}
if oldmax.Compare(max) == 0 {
break
}
x.max = max
x = x.parent
}
}
type nodeVisitor func(n *intervalNode) bool
// visit will call a node visitor on each node that overlaps the given interval
func (x *intervalNode) visit(iv *Interval, nv nodeVisitor) bool {
if x == nil {
return true
}
v := iv.Compare(&x.iv.Ivl)
switch {
case v < 0:
if !x.left.visit(iv, nv) {
return false
}
case v > 0:
maxiv := Interval{x.iv.Ivl.Begin, x.max}
if maxiv.Compare(iv) == 0 {
if !x.left.visit(iv, nv) || !x.right.visit(iv, nv) {
return false
}
}
default:
if !x.left.visit(iv, nv) || !nv(x) || !x.right.visit(iv, nv) {
return false
}
}
return true
}
type IntervalValue struct {
Ivl Interval
Val interface{}
}
// IntervalTree represents a (mostly) textbook implementation of the
// "Introduction to Algorithms" (Cormen et al, 2nd ed.) chapter 13 red-black tree
// and chapter 14.3 interval tree with search supporting "stabbing queries".
type IntervalTree struct {
root *intervalNode
count int
}
// Delete removes the node with the given interval from the tree, returning
// true if a node is in fact removed.
func (ivt *IntervalTree) Delete(ivl Interval) bool {
z := ivt.find(ivl)
if z == nil {
return false
}
y := z
if z.left != nil && z.right != nil {
y = z.successor()
}
x := y.left
if x == nil {
x = y.right
}
if x != nil {
x.parent = y.parent
}
if y.parent == nil {
ivt.root = x
} else {
if y == y.parent.left {
y.parent.left = x
} else {
y.parent.right = x
}
y.parent.updateMax()
}
if y != z {
z.iv = y.iv
z.updateMax()
}
if y.color() == black && x != nil {
ivt.deleteFixup(x)
}
ivt.count--
return true
}
func (ivt *IntervalTree) deleteFixup(x *intervalNode) {
for x != ivt.root && x.color() == black && x.parent != nil {
if x == x.parent.left {
w := x.parent.right
if w.color() == red {
w.c = black
x.parent.c = red
ivt.rotateLeft(x.parent)
w = x.parent.right
}
if w == nil {
break
}
if w.left.color() == black && w.right.color() == black {
w.c = red
x = x.parent
} else {
if w.right.color() == black {
w.left.c = black
w.c = red
ivt.rotateRight(w)
w = x.parent.right
}
w.c = x.parent.color()
x.parent.c = black
w.right.c = black
ivt.rotateLeft(x.parent)
x = ivt.root
}
} else {
// same as above but with left and right exchanged
w := x.parent.left
if w.color() == red {
w.c = black
x.parent.c = red
ivt.rotateRight(x.parent)
w = x.parent.left
}
if w == nil {
break
}
if w.left.color() == black && w.right.color() == black {
w.c = red
x = x.parent
} else {
if w.left.color() == black {
w.right.c = black
w.c = red
ivt.rotateLeft(w)
w = x.parent.left
}
w.c = x.parent.color()
x.parent.c = black
w.left.c = black
ivt.rotateRight(x.parent)
x = ivt.root
}
}
}
if x != nil {
x.c = black
}
}
// Insert adds a node with the given interval into the tree.
func (ivt *IntervalTree) Insert(ivl Interval, val interface{}) {
var y *intervalNode
z := &intervalNode{iv: IntervalValue{ivl, val}, max: ivl.End, c: red}
x := ivt.root
for x != nil {
y = x
if z.iv.Ivl.Begin.Compare(x.iv.Ivl.Begin) < 0 {
x = x.left
} else {
x = x.right
}
}
z.parent = y
if y == nil {
ivt.root = z
} else {
if z.iv.Ivl.Begin.Compare(y.iv.Ivl.Begin) < 0 {
y.left = z
} else {
y.right = z
}
y.updateMax()
}
z.c = red
ivt.insertFixup(z)
ivt.count++
}
func (ivt *IntervalTree) insertFixup(z *intervalNode) {
for z.parent != nil && z.parent.parent != nil && z.parent.color() == red {
if z.parent == z.parent.parent.left {
y := z.parent.parent.right
if y.color() == red {
y.c = black
z.parent.c = black
z.parent.parent.c = red
z = z.parent.parent
} else {
if z == z.parent.right {
z = z.parent
ivt.rotateLeft(z)
}
z.parent.c = black
z.parent.parent.c = red
ivt.rotateRight(z.parent.parent)
}
} else {
// same as then with left/right exchanged
y := z.parent.parent.left
if y.color() == red {
y.c = black
z.parent.c = black
z.parent.parent.c = red
z = z.parent.parent
} else {
if z == z.parent.left {
z = z.parent
ivt.rotateRight(z)
}
z.parent.c = black
z.parent.parent.c = red
ivt.rotateLeft(z.parent.parent)
}
}
}
ivt.root.c = black
}
// rotateLeft moves x so it is left of its right child
func (ivt *IntervalTree) rotateLeft(x *intervalNode) {
y := x.right
x.right = y.left
if y.left != nil {
y.left.parent = x
}
x.updateMax()
ivt.replaceParent(x, y)
y.left = x
y.updateMax()
}
// rotateLeft moves x so it is right of its left child
func (ivt *IntervalTree) rotateRight(x *intervalNode) {
if x == nil {
return
}
y := x.left
x.left = y.right
if y.right != nil {
y.right.parent = x
}
x.updateMax()
ivt.replaceParent(x, y)
y.right = x
y.updateMax()
}
// replaceParent replaces x's parent with y
func (ivt *IntervalTree) replaceParent(x *intervalNode, y *intervalNode) {
y.parent = x.parent
if x.parent == nil {
ivt.root = y
} else {
if x == x.parent.left {
x.parent.left = y
} else {
x.parent.right = y
}
x.parent.updateMax()
}
x.parent = y
}
// Len gives the number of elements in the tree
func (ivt *IntervalTree) Len() int { return ivt.count }
// Height is the number of levels in the tree; one node has height 1.
func (ivt *IntervalTree) Height() int { return ivt.root.height() }
// MaxHeight is the expected maximum tree height given the number of nodes
func (ivt *IntervalTree) MaxHeight() int {
return int((2 * math.Log2(float64(ivt.Len()+1))) + 0.5)
}
// IntervalVisitor is used on tree searches; return false to stop searching.
type IntervalVisitor func(n *IntervalValue) bool
// Visit calls a visitor function on every tree node intersecting the given interval.
// It will visit each interval [x, y) in ascending order sorted on x.
func (ivt *IntervalTree) Visit(ivl Interval, ivv IntervalVisitor) {
ivt.root.visit(&ivl, func(n *intervalNode) bool { return ivv(&n.iv) })
}
// find the exact node for a given interval
func (ivt *IntervalTree) find(ivl Interval) (ret *intervalNode) {
f := func(n *intervalNode) bool {
if n.iv.Ivl != ivl {
return true
}
ret = n
return false
}
ivt.root.visit(&ivl, f)
return ret
}
// Find gets the IntervalValue for the node matching the given interval
func (ivt *IntervalTree) Find(ivl Interval) (ret *IntervalValue) {
n := ivt.find(ivl)
if n == nil {
return nil
}
return &n.iv
}
// Intersects returns true if there is some tree node intersecting the given interval.
func (ivt *IntervalTree) Intersects(iv Interval) bool {
x := ivt.root
for x != nil && iv.Compare(&x.iv.Ivl) != 0 {
if x.left != nil && x.left.max.Compare(iv.Begin) > 0 {
x = x.left
} else {
x = x.right
}
}
return x != nil
}
// Contains returns true if the interval tree's keys cover the entire given interval.
func (ivt *IntervalTree) Contains(ivl Interval) bool {
var maxEnd, minBegin Comparable
isContiguous := true
ivt.Visit(ivl, func(n *IntervalValue) bool {
if minBegin == nil {
minBegin = n.Ivl.Begin
maxEnd = n.Ivl.End
return true
}
if maxEnd.Compare(n.Ivl.Begin) < 0 {
isContiguous = false
return false
}
if n.Ivl.End.Compare(maxEnd) > 0 {
maxEnd = n.Ivl.End
}
return true
})
return isContiguous && minBegin != nil && maxEnd.Compare(ivl.End) >= 0 && minBegin.Compare(ivl.Begin) <= 0
}
// Stab returns a slice with all elements in the tree intersecting the interval.
func (ivt *IntervalTree) Stab(iv Interval) (ivs []*IntervalValue) {
if ivt.count == 0 {
return nil
}
f := func(n *IntervalValue) bool { ivs = append(ivs, n); return true }
ivt.Visit(iv, f)
return ivs
}
type StringComparable string
func (s StringComparable) Compare(c Comparable) int {
sc := c.(StringComparable)
if s < sc {
return -1
}
if s > sc {
return 1
}
return 0
}
func NewStringInterval(begin, end string) Interval {
return Interval{StringComparable(begin), StringComparable(end)}
}
func NewStringPoint(s string) Interval {
return Interval{StringComparable(s), StringComparable(s + "\x00")}
}
// StringAffineComparable treats "" as > all other strings
type StringAffineComparable string
func (s StringAffineComparable) Compare(c Comparable) int {
sc := c.(StringAffineComparable)
if len(s) == 0 {
if len(sc) == 0 {
return 0
}
return 1
}
if len(sc) == 0 {
return -1
}
if s < sc {
return -1
}
if s > sc {
return 1
}
return 0
}
func NewStringAffineInterval(begin, end string) Interval {
return Interval{StringAffineComparable(begin), StringAffineComparable(end)}
}
func NewStringAffinePoint(s string) Interval {
return NewStringAffineInterval(s, s+"\x00")
}
func NewInt64Interval(a int64, b int64) Interval {
return Interval{Int64Comparable(a), Int64Comparable(b)}
}
func NewInt64Point(a int64) Interval {
return Interval{Int64Comparable(a), Int64Comparable(a + 1)}
}
type Int64Comparable int64
func (v Int64Comparable) Compare(c Comparable) int {
vc := c.(Int64Comparable)
cmp := v - vc
if cmp < 0 {
return -1
}
if cmp > 0 {
return 1
}
return 0
}
// BytesAffineComparable treats empty byte arrays as > all other byte arrays
type BytesAffineComparable []byte
func (b BytesAffineComparable) Compare(c Comparable) int {
bc := c.(BytesAffineComparable)
if len(b) == 0 {
if len(bc) == 0 {
return 0
}
return 1
}
if len(bc) == 0 {
return -1
}
return bytes.Compare(b, bc)
}
func NewBytesAffineInterval(begin, end []byte) Interval {
return Interval{BytesAffineComparable(begin), BytesAffineComparable(end)}
}
func NewBytesAffinePoint(b []byte) Interval {
be := make([]byte, len(b)+1)
copy(be, b)
be[len(b)] = 0
return NewBytesAffineInterval(b, be)
}
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etcd
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