2020-10-28 01:29:50 +03:00
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// Copyright 2020 Joshua J Baker. All rights reserved.
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// Use of this source code is governed by an MIT-style
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// license that can be found in the LICENSE file.
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2019-11-18 20:33:15 +03:00
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2020-10-28 01:29:50 +03:00
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package btree
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2019-11-18 20:33:15 +03:00
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2020-10-28 01:29:50 +03:00
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const maxItems = 255
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const minItems = maxItems * 40 / 100
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2020-10-28 01:29:50 +03:00
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type node struct {
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leaf bool
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numItems int16
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items [maxItems]interface{}
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children *[maxItems + 1]*node
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}
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type justaLeaf struct {
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leaf bool
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numItems int16
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items [maxItems]interface{}
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}
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2020-10-28 01:29:50 +03:00
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// BTree is an ordered set items
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type BTree struct {
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root *node
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length int
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less func(a, b interface{}) bool
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lnode *node
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}
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func newNode(leaf bool) *node {
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n := &node{leaf: leaf}
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if !leaf {
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n.children = new([maxItems + 1]*node)
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}
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return n
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}
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2020-10-28 01:29:50 +03:00
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// PathHint is a utility type used with the *Hint() functions. Hints provide
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// faster operations for clustered keys.
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type PathHint struct {
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path [8]uint8
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}
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// New returns a new BTree
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func New(less func(a, b interface{}) bool) *BTree {
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if less == nil {
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panic("nil less")
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}
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tr := new(BTree)
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tr.less = less
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return tr
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}
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2020-10-28 01:29:50 +03:00
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// Less is a convenience function that performs a comparison of two items
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// using the same "less" function provided to New.
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func (tr *BTree) Less(a, b interface{}) bool {
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return tr.less(a, b)
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}
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func (n *node) find(key interface{}, less func(a, b interface{}) bool,
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hint *PathHint, depth int,
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) (index int16, found bool) {
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low := int16(0)
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high := n.numItems - 1
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if hint != nil && depth < 8 {
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index = int16(hint.path[depth])
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if index > n.numItems-1 {
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index = n.numItems - 1
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}
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if less(key, n.items[index]) {
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high = index - 1
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} else if less(n.items[index], key) {
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low = index + 1
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} else {
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found = true
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goto done
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}
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}
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for low <= high {
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mid := low + ((high+1)-low)/2
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if !less(key, n.items[mid]) {
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low = mid + 1
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} else {
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high = mid - 1
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}
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}
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if low > 0 && !less(n.items[low-1], key) &&
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!less(key, n.items[low-1]) {
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index = low - 1
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found = true
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} else {
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index = low
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found = false
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}
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done:
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if hint != nil && depth < 8 {
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if n.leaf && found {
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hint.path[depth] = byte(index + 1)
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} else {
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hint.path[depth] = byte(index)
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}
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}
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return index, found
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}
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// SetHint sets or replace a value for a key using a path hint
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func (tr *BTree) SetHint(item interface{}, hint *PathHint) (prev interface{}) {
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if item == nil {
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panic("nil item")
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}
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if tr.root == nil {
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tr.root = newNode(true)
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tr.root.items[0] = item
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tr.root.numItems = 1
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tr.length = 1
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return
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}
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prev = tr.root.set(item, tr.less, hint, 0)
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if prev != nil {
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return prev
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}
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tr.lnode = nil
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if tr.root.numItems == maxItems {
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n := tr.root
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right, median := n.split()
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tr.root = newNode(false)
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tr.root.children[0] = n
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tr.root.items[0] = median
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tr.root.children[1] = right
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tr.root.numItems = 1
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}
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tr.length++
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return prev
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}
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// Set or replace a value for a key
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func (tr *BTree) Set(item interface{}) (prev interface{}) {
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return tr.SetHint(item, nil)
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}
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func (n *node) split() (right *node, median interface{}) {
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right = newNode(n.leaf)
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median = n.items[maxItems/2]
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copy(right.items[:maxItems/2], n.items[maxItems/2+1:])
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if !n.leaf {
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copy(right.children[:maxItems/2+1], n.children[maxItems/2+1:])
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}
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right.numItems = maxItems / 2
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if !n.leaf {
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for i := maxItems/2 + 1; i < maxItems+1; i++ {
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n.children[i] = nil
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}
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}
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for i := maxItems / 2; i < maxItems; i++ {
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n.items[i] = nil
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}
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n.numItems = maxItems / 2
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return right, median
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}
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func (n *node) set(item interface{}, less func(a, b interface{}) bool,
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hint *PathHint, depth int,
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) (prev interface{}) {
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i, found := n.find(item, less, hint, depth)
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if found {
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prev = n.items[i]
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n.items[i] = item
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return prev
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}
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if n.leaf {
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copy(n.items[i+1:n.numItems+1], n.items[i:n.numItems])
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n.items[i] = item
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n.numItems++
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return nil
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}
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prev = n.children[i].set(item, less, hint, depth+1)
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if prev != nil {
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return prev
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}
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if n.children[i].numItems == maxItems {
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right, median := n.children[i].split()
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copy(n.children[i+1:], n.children[i:])
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copy(n.items[i+1:], n.items[i:])
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n.items[i] = median
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n.children[i+1] = right
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n.numItems++
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}
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return prev
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}
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func (n *node) scan(iter func(item interface{}) bool) bool {
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if n.leaf {
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for i := int16(0); i < n.numItems; i++ {
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if !iter(n.items[i]) {
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return false
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}
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}
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return true
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}
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for i := int16(0); i < n.numItems; i++ {
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if !n.children[i].scan(iter) {
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return false
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}
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if !iter(n.items[i]) {
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return false
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}
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}
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return n.children[n.numItems].scan(iter)
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}
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// Get a value for key
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func (tr *BTree) Get(key interface{}) interface{} {
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return tr.GetHint(key, nil)
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}
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// GetHint gets a value for key using a path hint
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func (tr *BTree) GetHint(key interface{}, hint *PathHint) interface{} {
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if tr.root == nil || key == nil {
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return nil
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}
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depth := 0
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n := tr.root
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for {
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i, found := n.find(key, tr.less, hint, depth)
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if found {
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return n.items[i]
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}
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if n.leaf {
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return nil
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}
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n = n.children[i]
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depth++
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}
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}
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// Len returns the number of items in the tree
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func (tr *BTree) Len() int {
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return tr.length
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}
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// Delete a value for a key
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func (tr *BTree) Delete(key interface{}) interface{} {
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return tr.DeleteHint(key, nil)
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}
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// DeleteHint deletes a value for a key using a path hint
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func (tr *BTree) DeleteHint(key interface{}, hint *PathHint) interface{} {
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if tr.root == nil || key == nil {
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return nil
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}
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prev := tr.root.delete(false, key, tr.less, hint, 0)
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if prev == nil {
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return nil
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}
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tr.lnode = nil
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if tr.root.numItems == 0 && !tr.root.leaf {
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tr.root = tr.root.children[0]
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}
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tr.length--
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if tr.length == 0 {
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tr.root = nil
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}
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return prev
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}
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func (n *node) delete(max bool, key interface{},
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less func(a, b interface{}) bool, hint *PathHint, depth int,
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) interface{} {
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var i int16
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var found bool
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if max {
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i, found = n.numItems-1, true
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} else {
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i, found = n.find(key, less, hint, depth)
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}
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if n.leaf {
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if found {
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prev := n.items[i]
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// found the items at the leaf, remove it and return.
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copy(n.items[i:], n.items[i+1:n.numItems])
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n.items[n.numItems-1] = nil
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n.numItems--
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return prev
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}
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return nil
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}
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var prev interface{}
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if found {
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if max {
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i++
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prev = n.children[i].delete(true, "", less, nil, 0)
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} else {
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prev = n.items[i]
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maxItem := n.children[i].delete(true, "", less, nil, 0)
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n.items[i] = maxItem
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}
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} else {
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prev = n.children[i].delete(max, key, less, hint, depth+1)
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}
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if prev == nil {
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return nil
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}
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if n.children[i].numItems < minItems {
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if i == n.numItems {
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i--
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}
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2020-10-28 01:29:50 +03:00
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if n.children[i].numItems+n.children[i+1].numItems+1 < maxItems {
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// merge left + item + right
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n.children[i].items[n.children[i].numItems] = n.items[i]
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copy(n.children[i].items[n.children[i].numItems+1:],
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n.children[i+1].items[:n.children[i+1].numItems])
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if !n.children[0].leaf {
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copy(n.children[i].children[n.children[i].numItems+1:],
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n.children[i+1].children[:n.children[i+1].numItems+1])
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}
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n.children[i].numItems += n.children[i+1].numItems + 1
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copy(n.items[i:], n.items[i+1:n.numItems])
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copy(n.children[i+1:], n.children[i+2:n.numItems+1])
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n.items[n.numItems] = nil
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n.children[n.numItems+1] = nil
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n.numItems--
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} else if n.children[i].numItems > n.children[i+1].numItems {
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// move left -> right
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copy(n.children[i+1].items[1:],
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n.children[i+1].items[:n.children[i+1].numItems])
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if !n.children[0].leaf {
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copy(n.children[i+1].children[1:],
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|
|
|
n.children[i+1].children[:n.children[i+1].numItems+1])
|
2019-11-18 20:33:15 +03:00
|
|
|
}
|
2020-10-28 01:29:50 +03:00
|
|
|
n.children[i+1].items[0] = n.items[i]
|
|
|
|
if !n.children[0].leaf {
|
|
|
|
n.children[i+1].children[0] =
|
|
|
|
n.children[i].children[n.children[i].numItems]
|
2019-11-18 20:33:15 +03:00
|
|
|
}
|
2020-10-28 01:29:50 +03:00
|
|
|
n.children[i+1].numItems++
|
|
|
|
n.items[i] = n.children[i].items[n.children[i].numItems-1]
|
|
|
|
n.children[i].items[n.children[i].numItems-1] = nil
|
|
|
|
if !n.children[0].leaf {
|
|
|
|
n.children[i].children[n.children[i].numItems] = nil
|
2019-11-18 20:33:15 +03:00
|
|
|
}
|
2020-10-28 01:29:50 +03:00
|
|
|
n.children[i].numItems--
|
|
|
|
} else {
|
|
|
|
// move right -> left
|
|
|
|
n.children[i].items[n.children[i].numItems] = n.items[i]
|
|
|
|
if !n.children[0].leaf {
|
|
|
|
n.children[i].children[n.children[i].numItems+1] =
|
|
|
|
n.children[i+1].children[0]
|
2019-11-18 20:33:15 +03:00
|
|
|
}
|
2020-10-28 01:29:50 +03:00
|
|
|
n.children[i].numItems++
|
|
|
|
n.items[i] = n.children[i+1].items[0]
|
|
|
|
copy(n.children[i+1].items[:],
|
|
|
|
n.children[i+1].items[1:n.children[i+1].numItems])
|
|
|
|
if !n.children[0].leaf {
|
|
|
|
copy(n.children[i+1].children[:],
|
|
|
|
n.children[i+1].children[1:n.children[i+1].numItems+1])
|
2019-11-18 20:33:15 +03:00
|
|
|
}
|
2020-10-28 01:29:50 +03:00
|
|
|
n.children[i+1].numItems--
|
2019-11-18 20:33:15 +03:00
|
|
|
}
|
|
|
|
}
|
2020-10-28 01:29:50 +03:00
|
|
|
return prev
|
2019-11-18 20:33:15 +03:00
|
|
|
}
|
|
|
|
|
2020-10-28 01:29:50 +03:00
|
|
|
// Ascend the tree within the range [pivot, last]
|
|
|
|
// Pass nil for pivot to scan all item in ascending order
|
|
|
|
// Return false to stop iterating
|
|
|
|
func (tr *BTree) Ascend(pivot interface{}, iter func(item interface{}) bool) {
|
|
|
|
if tr.root == nil {
|
|
|
|
return
|
|
|
|
}
|
|
|
|
if pivot == nil {
|
|
|
|
tr.root.scan(iter)
|
|
|
|
} else if tr.root != nil {
|
|
|
|
tr.root.ascend(pivot, tr.less, nil, 0, iter)
|
2019-11-18 20:33:15 +03:00
|
|
|
}
|
|
|
|
}
|
|
|
|
|
2020-10-28 01:29:50 +03:00
|
|
|
func (n *node) ascend(pivot interface{}, less func(a, b interface{}) bool,
|
|
|
|
hint *PathHint, depth int, iter func(item interface{}) bool,
|
|
|
|
) bool {
|
|
|
|
i, found := n.find(pivot, less, hint, depth)
|
|
|
|
if !found {
|
|
|
|
if !n.leaf {
|
|
|
|
if !n.children[i].ascend(pivot, less, hint, depth+1, iter) {
|
|
|
|
return false
|
|
|
|
}
|
2019-11-18 20:33:15 +03:00
|
|
|
}
|
|
|
|
}
|
2020-10-28 01:29:50 +03:00
|
|
|
for ; i < n.numItems; i++ {
|
|
|
|
if !iter(n.items[i]) {
|
|
|
|
return false
|
|
|
|
}
|
|
|
|
if !n.leaf {
|
|
|
|
if !n.children[i+1].scan(iter) {
|
|
|
|
return false
|
|
|
|
}
|
|
|
|
}
|
2019-11-18 20:33:15 +03:00
|
|
|
}
|
2020-10-28 01:29:50 +03:00
|
|
|
return true
|
2019-11-18 20:33:15 +03:00
|
|
|
}
|
|
|
|
|
2020-10-28 01:29:50 +03:00
|
|
|
func (n *node) reverse(iter func(item interface{}) bool) bool {
|
|
|
|
if n.leaf {
|
|
|
|
for i := n.numItems - 1; i >= 0; i-- {
|
|
|
|
if !iter(n.items[i]) {
|
|
|
|
return false
|
|
|
|
}
|
|
|
|
}
|
|
|
|
return true
|
2019-11-18 20:33:15 +03:00
|
|
|
}
|
2020-10-28 01:29:50 +03:00
|
|
|
if !n.children[n.numItems].reverse(iter) {
|
|
|
|
return false
|
2019-11-18 20:33:15 +03:00
|
|
|
}
|
2020-10-28 01:29:50 +03:00
|
|
|
for i := n.numItems - 1; i >= 0; i-- {
|
|
|
|
if !iter(n.items[i]) {
|
|
|
|
return false
|
|
|
|
}
|
|
|
|
if !n.children[i].reverse(iter) {
|
|
|
|
return false
|
|
|
|
}
|
2019-11-18 20:33:15 +03:00
|
|
|
}
|
2020-10-28 01:29:50 +03:00
|
|
|
return true
|
2019-11-18 20:33:15 +03:00
|
|
|
}
|
|
|
|
|
2020-10-28 01:29:50 +03:00
|
|
|
// Descend the tree within the range [pivot, first]
|
|
|
|
// Pass nil for pivot to scan all item in descending order
|
|
|
|
// Return false to stop iterating
|
|
|
|
func (tr *BTree) Descend(pivot interface{}, iter func(item interface{}) bool) {
|
|
|
|
if tr.root == nil {
|
2019-11-18 20:33:15 +03:00
|
|
|
return
|
|
|
|
}
|
2020-10-28 01:29:50 +03:00
|
|
|
if pivot == nil {
|
|
|
|
tr.root.reverse(iter)
|
|
|
|
} else if tr.root != nil {
|
|
|
|
tr.root.descend(pivot, tr.less, nil, 0, iter)
|
2019-11-18 20:33:15 +03:00
|
|
|
}
|
|
|
|
}
|
|
|
|
|
2020-10-28 01:29:50 +03:00
|
|
|
func (n *node) descend(pivot interface{}, less func(a, b interface{}) bool,
|
|
|
|
hint *PathHint, depth int, iter func(item interface{}) bool,
|
|
|
|
) bool {
|
|
|
|
i, found := n.find(pivot, less, hint, depth)
|
|
|
|
if !found {
|
|
|
|
if !n.leaf {
|
|
|
|
if !n.children[i].descend(pivot, less, hint, depth+1, iter) {
|
|
|
|
return false
|
|
|
|
}
|
|
|
|
}
|
|
|
|
i--
|
2019-11-18 20:33:15 +03:00
|
|
|
}
|
2020-10-28 01:29:50 +03:00
|
|
|
for ; i >= 0; i-- {
|
|
|
|
if !iter(n.items[i]) {
|
|
|
|
return false
|
|
|
|
}
|
|
|
|
if !n.leaf {
|
|
|
|
if !n.children[i].reverse(iter) {
|
|
|
|
return false
|
|
|
|
}
|
|
|
|
}
|
2019-11-18 20:33:15 +03:00
|
|
|
}
|
2020-10-28 01:29:50 +03:00
|
|
|
return true
|
2019-11-18 20:33:15 +03:00
|
|
|
}
|
|
|
|
|
2020-10-28 01:29:50 +03:00
|
|
|
// Load is for bulk loading pre-sorted items
|
|
|
|
func (tr *BTree) Load(item interface{}) interface{} {
|
|
|
|
if item == nil {
|
|
|
|
panic("nil item")
|
2019-11-18 20:33:15 +03:00
|
|
|
}
|
2020-10-28 01:29:50 +03:00
|
|
|
if tr.lnode != nil && tr.lnode.numItems < maxItems-2 {
|
|
|
|
if tr.less(tr.lnode.items[tr.lnode.numItems-1], item) {
|
|
|
|
tr.lnode.items[tr.lnode.numItems] = item
|
|
|
|
tr.lnode.numItems++
|
|
|
|
tr.length++
|
|
|
|
return nil
|
|
|
|
}
|
2019-11-18 20:33:15 +03:00
|
|
|
}
|
2020-10-28 01:29:50 +03:00
|
|
|
prev := tr.Set(item)
|
|
|
|
if prev != nil {
|
|
|
|
return prev
|
2019-11-18 20:33:15 +03:00
|
|
|
}
|
2020-10-28 01:29:50 +03:00
|
|
|
n := tr.root
|
|
|
|
for {
|
|
|
|
if n.leaf {
|
|
|
|
tr.lnode = n
|
|
|
|
break
|
|
|
|
}
|
|
|
|
n = n.children[n.numItems]
|
2019-11-18 20:33:15 +03:00
|
|
|
}
|
2020-10-28 01:29:50 +03:00
|
|
|
return nil
|
2019-11-18 20:33:15 +03:00
|
|
|
}
|
|
|
|
|
2020-10-28 01:29:50 +03:00
|
|
|
// Min returns the minimum item in tree.
|
|
|
|
// Returns nil if the tree has no items.
|
|
|
|
func (tr *BTree) Min() interface{} {
|
|
|
|
if tr.root == nil {
|
2019-11-18 20:33:15 +03:00
|
|
|
return nil
|
|
|
|
}
|
2020-10-28 01:29:50 +03:00
|
|
|
n := tr.root
|
|
|
|
for {
|
|
|
|
if n.leaf {
|
|
|
|
return n.items[0]
|
|
|
|
}
|
2019-11-18 20:33:15 +03:00
|
|
|
n = n.children[0]
|
|
|
|
}
|
|
|
|
}
|
|
|
|
|
2020-10-28 01:29:50 +03:00
|
|
|
// Max returns the maximum item in tree.
|
|
|
|
// Returns nil if the tree has no items.
|
|
|
|
func (tr *BTree) Max() interface{} {
|
|
|
|
if tr.root == nil {
|
2019-11-18 20:33:15 +03:00
|
|
|
return nil
|
|
|
|
}
|
2020-10-28 01:29:50 +03:00
|
|
|
n := tr.root
|
|
|
|
for {
|
|
|
|
if n.leaf {
|
|
|
|
return n.items[n.numItems-1]
|
2019-11-18 20:33:15 +03:00
|
|
|
}
|
2020-10-28 01:29:50 +03:00
|
|
|
n = n.children[n.numItems]
|
2019-11-18 20:33:15 +03:00
|
|
|
}
|
|
|
|
}
|
|
|
|
|
2020-10-28 01:29:50 +03:00
|
|
|
// PopMin removes the minimum item in tree and returns it.
|
|
|
|
// Returns nil if the tree has no items.
|
|
|
|
func (tr *BTree) PopMin() interface{} {
|
|
|
|
if tr.root == nil {
|
2019-11-18 20:33:15 +03:00
|
|
|
return nil
|
|
|
|
}
|
2020-10-28 01:29:50 +03:00
|
|
|
tr.lnode = nil
|
|
|
|
n := tr.root
|
|
|
|
for {
|
|
|
|
if n.leaf {
|
|
|
|
item := n.items[0]
|
|
|
|
if n.numItems == minItems {
|
|
|
|
return tr.Delete(item)
|
|
|
|
}
|
|
|
|
copy(n.items[:], n.items[1:])
|
|
|
|
n.items[n.numItems-1] = nil
|
|
|
|
n.numItems--
|
|
|
|
tr.length--
|
|
|
|
return item
|
|
|
|
}
|
|
|
|
n = n.children[0]
|
2019-11-18 20:33:15 +03:00
|
|
|
}
|
|
|
|
}
|
|
|
|
|
2020-10-28 01:29:50 +03:00
|
|
|
// PopMax removes the minimum item in tree and returns it.
|
|
|
|
// Returns nil if the tree has no items.
|
|
|
|
func (tr *BTree) PopMax() interface{} {
|
|
|
|
if tr.root == nil {
|
2019-11-18 20:33:15 +03:00
|
|
|
return nil
|
|
|
|
}
|
2020-10-28 01:29:50 +03:00
|
|
|
tr.lnode = nil
|
|
|
|
n := tr.root
|
|
|
|
for {
|
|
|
|
if n.leaf {
|
|
|
|
item := n.items[n.numItems-1]
|
|
|
|
if n.numItems == minItems {
|
|
|
|
return tr.Delete(item)
|
2019-11-18 20:33:15 +03:00
|
|
|
}
|
2020-10-28 01:29:50 +03:00
|
|
|
n.items[n.numItems-1] = nil
|
|
|
|
n.numItems--
|
|
|
|
tr.length--
|
|
|
|
return item
|
2019-11-18 20:33:15 +03:00
|
|
|
}
|
2020-10-28 01:29:50 +03:00
|
|
|
n = n.children[n.numItems]
|
|
|
|
}
|
|
|
|
}
|
|
|
|
|
|
|
|
// Height returns the height of the tree.
|
|
|
|
// Returns zero if tree has no items.
|
|
|
|
func (tr *BTree) Height() int {
|
|
|
|
var height int
|
|
|
|
if tr.root != nil {
|
|
|
|
n := tr.root
|
|
|
|
for {
|
|
|
|
height++
|
|
|
|
if n.leaf {
|
|
|
|
break
|
2019-11-18 20:33:15 +03:00
|
|
|
}
|
2020-10-28 01:29:50 +03:00
|
|
|
n = n.children[n.numItems]
|
2019-11-18 20:33:15 +03:00
|
|
|
}
|
|
|
|
}
|
2020-10-28 01:29:50 +03:00
|
|
|
return height
|
|
|
|
}
|
|
|
|
|
|
|
|
// Walk iterates over all items in tree, in order.
|
|
|
|
// The items param will contain one or more items.
|
|
|
|
func (tr *BTree) Walk(iter func(item []interface{})) {
|
|
|
|
if tr.root != nil {
|
|
|
|
tr.root.walk(iter)
|
|
|
|
}
|
|
|
|
}
|
|
|
|
|
|
|
|
func (n *node) walk(iter func(item []interface{})) {
|
|
|
|
if n.leaf {
|
|
|
|
iter(n.items[:n.numItems])
|
|
|
|
} else {
|
|
|
|
for i := int16(0); i < n.numItems; i++ {
|
|
|
|
n.children[i].walk(iter)
|
|
|
|
iter(n.items[i : i+1])
|
|
|
|
}
|
|
|
|
n.children[n.numItems].walk(iter)
|
|
|
|
}
|
2019-11-18 20:33:15 +03:00
|
|
|
}
|