968 lines
17 KiB
Go
968 lines
17 KiB
Go
package pqueue
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import (
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"474420502.top/eson/structure/compare"
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"github.com/davecgh/go-spew/spew"
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)
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type Node struct {
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children [2]*Node
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parent *Node
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size int
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key, value interface{}
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}
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func (n *Node) String() string {
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if n == nil {
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return "nil"
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}
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p := "nil"
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if n.parent != nil {
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p = spew.Sprint(n.parent.value)
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}
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return spew.Sprint(n.value) + "(" + p + "|" + spew.Sprint(n.size) + ")"
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}
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type vbTree struct {
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root *Node
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Compare compare.Compare
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top *Node
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iter *Iterator
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}
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func newVBT(Compare compare.Compare) *vbTree {
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return &vbTree{Compare: Compare, iter: NewIteratorWithCap(nil, 16)}
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}
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func (tree *vbTree) String() string {
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str := "AVLTree\n"
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if tree.root == nil {
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return str + "nil"
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}
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output(tree.root, "", true, &str)
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return str
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}
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func (tree *vbTree) Iterator() *Iterator {
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return initIterator(tree)
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}
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func (tree *vbTree) Size() int {
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if tree.root == nil {
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return 0
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}
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return tree.root.size
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}
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func (tree *vbTree) indexNode(idx int) *Node {
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cur := tree.root
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if idx >= 0 {
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for cur != nil {
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rs := getSize(cur.children[1])
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if idx == rs {
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return cur
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} else if idx < rs {
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cur = cur.children[1]
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} else {
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idx = idx - rs - 1
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cur = cur.children[0]
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}
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}
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} else {
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idx = -idx - 1
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for cur != nil {
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ls := getSize(cur.children[0])
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if idx == ls {
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return cur
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} else if idx < ls {
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cur = cur.children[0]
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} else {
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idx = idx - ls - 1
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cur = cur.children[1]
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}
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}
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}
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return nil
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}
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func (tree *vbTree) Index(idx int) (interface{}, bool) {
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n := tree.indexNode(idx)
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if n != nil {
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return n.value, true
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}
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return nil, false
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}
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func (tree *vbTree) IndexRange(idx1, idx2 int) (result []interface{}, ok bool) { // 0 -1
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if idx1^idx2 < 0 {
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if idx1 < 0 {
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idx1 = tree.root.size + idx1 - 1
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} else {
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idx2 = tree.root.size + idx2 - 1
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}
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}
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if idx1 > idx2 {
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ok = true
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if idx1 >= tree.root.size {
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idx1 = tree.root.size - 1
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ok = false
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}
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n := tree.indexNode(idx1)
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tree.iter.SeNode(n)
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iter := tree.iter
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result = make([]interface{}, 0, idx1-idx2)
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for i := idx2; i <= idx1; i++ {
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if iter.Next() {
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result = append(result, iter.Value())
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} else {
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ok = false
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return
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}
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}
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return
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} else {
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ok = true
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if idx2 >= tree.root.size {
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idx2 = tree.root.size - 1
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ok = false
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}
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if n := tree.indexNode(idx1); n != nil {
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tree.iter.SeNode(n)
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iter := tree.iter
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result = make([]interface{}, 0, idx2-idx1)
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for i := idx1; i <= idx2; i++ {
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if iter.Prev() {
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result = append(result, iter.Value())
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} else {
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ok = false
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return
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}
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}
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return
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}
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}
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return nil, false
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}
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func (tree *vbTree) RemoveIndex(idx int) (interface{}, bool) {
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n := tree.indexNode(idx)
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if n != nil {
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tree.removeNode(n)
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return n.value, true
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}
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return nil, false
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}
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func (tree *vbTree) removeNode(n *Node) {
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if tree.root.size == 1 {
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tree.root = nil
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tree.top = nil
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// return n
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return
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}
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if tree.top == n {
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tree.top = tree.iter.GetPrev(n, 1)
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}
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ls, rs := getChildrenSize(n)
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if ls == 0 && rs == 0 {
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p := n.parent
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p.children[getRelationship(n)] = nil
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tree.fixSizeWithRemove(p)
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// return n
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return
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}
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var cur *Node
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if ls > rs {
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cur = n.children[0]
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for cur.children[1] != nil {
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cur = cur.children[1]
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}
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cleft := cur.children[0]
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cur.parent.children[getRelationship(cur)] = cleft
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if cleft != nil {
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cleft.parent = cur.parent
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}
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} else {
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cur = n.children[1]
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for cur.children[0] != nil {
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cur = cur.children[0]
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}
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cright := cur.children[1]
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cur.parent.children[getRelationship(cur)] = cright
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if cright != nil {
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cright.parent = cur.parent
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}
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}
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cparent := cur.parent
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// 修改为interface 交换
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// n.value, cur.value = cur.value, n.value
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tree.replace(n, cur)
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// 考虑到刚好替换的节点是 被替换节点的孩子节点的时候, 从自身修复高度
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if cparent == n {
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tree.fixSizeWithRemove(cur)
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} else {
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tree.fixSizeWithRemove(cparent)
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}
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// return cur
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return
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}
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func (tree *vbTree) Remove(key interface{}) (interface{}, bool) {
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if n, ok := tree.GetNode(key); ok {
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tree.removeNode(n)
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return n.value, true
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}
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// return nil
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return nil, false
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}
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// Values 返回先序遍历的值
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func (tree *vbTree) Values() []interface{} {
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mszie := 0
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if tree.root != nil {
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mszie = tree.root.size
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}
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result := make([]interface{}, 0, mszie)
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tree.Traversal(func(k, v interface{}) bool {
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result = append(result, v)
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return true
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}, LDR)
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return result
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}
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func (tree *vbTree) GetRange(k1, k2 interface{}) (result []interface{}) {
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c := tree.Compare(k2, k1)
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switch c {
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case 1:
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var min, max *Node
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resultmin := tree.getArounNode(k1)
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resultmax := tree.getArounNode(k2)
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for i := 1; i < 3 && min == nil; i++ {
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min = resultmin[i]
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}
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for i := 1; i > -1 && max == nil; i-- {
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max = resultmax[i]
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}
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if max == nil {
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return []interface{}{}
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}
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result = make([]interface{}, 0, 16)
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// iter := NewIterator(min)
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tree.iter.SeNode(min)
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iter := tree.iter
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for iter.Next() {
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result = append(result, iter.Value())
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if iter.cur == max {
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break
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}
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}
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case -1:
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var min, max *Node
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resultmin := tree.getArounNode(k2)
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resultmax := tree.getArounNode(k1)
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for i := 1; i < 3 && min == nil; i++ {
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min = resultmin[i]
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}
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for i := 1; i > -1 && max == nil; i-- {
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max = resultmax[i]
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}
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if min == nil {
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return []interface{}{}
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}
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result = make([]interface{}, 0, 16)
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// iter := NewIterator(max)
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tree.iter.SeNode(max)
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iter := tree.iter
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for iter.Prev() {
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result = append(result, iter.Value())
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if iter.cur == min {
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break
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}
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}
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case 0:
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if n, ok := tree.GetNode(k1); ok {
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return []interface{}{n.value}
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}
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return []interface{}{}
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}
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return
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}
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func (tree *vbTree) Get(key interface{}) (interface{}, bool) {
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n, ok := tree.GetNode(key)
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if ok {
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return n.value, true
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}
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return n, false
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}
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func (tree *vbTree) GetAround(key interface{}) (result [3]interface{}) {
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an := tree.getArounNode(key)
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for i, n := range an {
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if n != nil {
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result[i] = n.value
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}
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}
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return
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}
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func (tree *vbTree) getArounNode(key interface{}) (result [3]*Node) {
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var last *Node
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var lastc int
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for n := tree.root; n != nil; {
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last = n
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c := tree.Compare(key, n.key)
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switch c {
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case -1:
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n = n.children[0]
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lastc = c
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case 1:
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n = n.children[1]
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lastc = c
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case 0:
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tree.iter.SeNode(n)
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iter := tree.iter
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iter.Prev()
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for iter.Prev() {
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if tree.Compare(iter.cur.key, n.key) == 0 {
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n = iter.cur
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} else {
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break
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}
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}
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result[1] = n
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n = nil
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default:
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panic("Get Compare only is allowed in -1, 0, 1")
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}
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}
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switch lastc {
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case 1:
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if result[1] != nil {
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result[0] = tree.iter.GetPrev(result[1], 1)
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result[2] = tree.iter.GetNext(result[1], 1)
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} else {
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result[0] = last
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result[2] = tree.iter.GetNext(last, 1)
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}
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case -1:
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if result[1] != nil {
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result[0] = tree.iter.GetPrev(result[1], 1)
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result[2] = tree.iter.GetNext(result[1], 1)
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} else {
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result[2] = last
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result[0] = tree.iter.GetPrev(last, 1)
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}
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case 0:
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if result[1] == nil {
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return
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}
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result[0] = tree.iter.GetPrev(result[1], 1)
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result[2] = tree.iter.GetNext(result[1], 1)
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}
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return
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}
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func (tree *vbTree) GetNode(key interface{}) (*Node, bool) {
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for n := tree.root; n != nil; {
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switch c := tree.Compare(key, n.key); c {
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case -1:
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n = n.children[0]
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case 1:
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n = n.children[1]
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case 0:
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tree.iter.SeNode(n)
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iter := tree.iter
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iter.Prev()
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for iter.Prev() {
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if tree.Compare(iter.cur.key, n.key) == 0 {
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n = iter.cur
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} else {
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break
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}
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}
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return n, true
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default:
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panic("Get Compare only is allowed in -1, 0, 1")
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}
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}
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return nil, false
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}
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func (tree *vbTree) Put(key, value interface{}) {
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Node := &Node{key: key, value: value, size: 1}
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if tree.root == nil {
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tree.root = Node
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tree.top = Node
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return
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}
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|
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if tree.Compare(key, tree.top.key) > 0 {
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tree.top = Node
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}
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for cur := tree.root; ; {
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if cur.size > 8 {
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factor := cur.size / 10 // or factor = 1
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ls, rs := cur.children[0].size, cur.children[1].size
|
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if rs >= ls*2+factor || ls >= rs*2+factor {
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cur = tree.fixSize(cur, ls, rs)
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}
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}
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cur.size++
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c := tree.Compare(key, cur.key)
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if c < 0 {
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if cur.children[0] == nil {
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cur.children[0] = Node
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Node.parent = cur
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if cur.parent != nil && cur.parent.size == 3 {
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if cur.parent.children[0] == nil {
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tree.lrrotate3(cur.parent)
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} else {
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tree.rrotate3(cur.parent)
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}
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}
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return
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}
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cur = cur.children[0]
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} else {
|
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if cur.children[1] == nil {
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cur.children[1] = Node
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Node.parent = cur
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|
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if cur.parent != nil && cur.parent.size == 3 {
|
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if cur.parent.children[1] == nil {
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tree.rlrotate3(cur.parent)
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} else {
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tree.lrotate3(cur.parent)
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}
|
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}
|
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return
|
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}
|
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cur = cur.children[1]
|
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}
|
|
}
|
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}
|
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|
|
type TraversalMethod int
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|
|
|
const (
|
|
// L = left R = right D = Value(dest)
|
|
_ TraversalMethod = iota
|
|
//DLR 先值 然后左递归 右递归 下面同理
|
|
DLR
|
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//LDR 先从左边有序访问到右边 从小到大
|
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LDR
|
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// LRD 同理
|
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LRD
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|
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// DRL 同理
|
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DRL
|
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|
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// RDL 先从右边有序访问到左边 从大到小
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RDL
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|
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// RLD 同理
|
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RLD
|
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)
|
|
|
|
// Traversal 遍历的方法 默认是LDR 从小到大 Compare 为 l < r
|
|
func (tree *vbTree) Traversal(every func(k, v interface{}) bool, traversalMethod ...interface{}) {
|
|
if tree.root == nil {
|
|
return
|
|
}
|
|
|
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method := LDR
|
|
if len(traversalMethod) != 0 {
|
|
method = traversalMethod[0].(TraversalMethod)
|
|
}
|
|
|
|
switch method {
|
|
case DLR:
|
|
var traverasl func(cur *Node) bool
|
|
traverasl = func(cur *Node) bool {
|
|
if cur == nil {
|
|
return true
|
|
}
|
|
if !every(cur.key, cur.value) {
|
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return false
|
|
}
|
|
if !traverasl(cur.children[0]) {
|
|
return false
|
|
}
|
|
if !traverasl(cur.children[1]) {
|
|
return false
|
|
}
|
|
return true
|
|
}
|
|
traverasl(tree.root)
|
|
case LDR:
|
|
var traverasl func(cur *Node) bool
|
|
traverasl = func(cur *Node) bool {
|
|
if cur == nil {
|
|
return true
|
|
}
|
|
if !traverasl(cur.children[0]) {
|
|
return false
|
|
}
|
|
if !every(cur.key, cur.value) {
|
|
return false
|
|
}
|
|
if !traverasl(cur.children[1]) {
|
|
return false
|
|
}
|
|
return true
|
|
}
|
|
traverasl(tree.root)
|
|
case LRD:
|
|
var traverasl func(cur *Node) bool
|
|
traverasl = func(cur *Node) bool {
|
|
if cur == nil {
|
|
return true
|
|
}
|
|
if !traverasl(cur.children[0]) {
|
|
return false
|
|
}
|
|
if !traverasl(cur.children[1]) {
|
|
return false
|
|
}
|
|
if !every(cur.key, cur.value) {
|
|
return false
|
|
}
|
|
return true
|
|
}
|
|
traverasl(tree.root)
|
|
case DRL:
|
|
var traverasl func(cur *Node) bool
|
|
traverasl = func(cur *Node) bool {
|
|
if cur == nil {
|
|
return true
|
|
}
|
|
if !every(cur.key, cur.value) {
|
|
return false
|
|
}
|
|
if !traverasl(cur.children[0]) {
|
|
return false
|
|
}
|
|
if !traverasl(cur.children[1]) {
|
|
return false
|
|
}
|
|
return true
|
|
}
|
|
traverasl(tree.root)
|
|
case RDL:
|
|
var traverasl func(cur *Node) bool
|
|
traverasl = func(cur *Node) bool {
|
|
if cur == nil {
|
|
return true
|
|
}
|
|
if !traverasl(cur.children[1]) {
|
|
return false
|
|
}
|
|
if !every(cur.key, cur.value) {
|
|
return false
|
|
}
|
|
if !traverasl(cur.children[0]) {
|
|
return false
|
|
}
|
|
return true
|
|
}
|
|
traverasl(tree.root)
|
|
case RLD:
|
|
var traverasl func(cur *Node) bool
|
|
traverasl = func(cur *Node) bool {
|
|
if cur == nil {
|
|
return true
|
|
}
|
|
if !traverasl(cur.children[1]) {
|
|
return false
|
|
}
|
|
if !traverasl(cur.children[0]) {
|
|
return false
|
|
}
|
|
if !every(cur.key, cur.value) {
|
|
return false
|
|
}
|
|
return true
|
|
}
|
|
traverasl(tree.root)
|
|
}
|
|
}
|
|
|
|
func setChildNotNil(cur *Node, cidx int, child *Node) {
|
|
cur.children[cidx] = child
|
|
cur.children[cidx].parent = cur
|
|
}
|
|
|
|
func setChild(cur *Node, cidx int, child *Node) {
|
|
cur.children[cidx] = child
|
|
if child != nil {
|
|
cur.children[cidx].parent = cur
|
|
}
|
|
}
|
|
|
|
func (tree *vbTree) replace(old, new *Node) {
|
|
|
|
setChild(new, 0, old.children[0])
|
|
setChild(new, 1, old.children[1])
|
|
|
|
if old.parent == nil {
|
|
tree.root = new
|
|
} else {
|
|
if old.parent.children[1] == old {
|
|
old.parent.children[1] = new
|
|
} else {
|
|
old.parent.children[0] = new
|
|
}
|
|
}
|
|
new.size = old.size
|
|
new.parent = old.parent
|
|
}
|
|
|
|
func (tree *vbTree) takeParent(token, person *Node) {
|
|
if token.parent == nil {
|
|
tree.root = person
|
|
} else {
|
|
if token.parent.children[1] == token {
|
|
token.parent.children[1] = person
|
|
} else {
|
|
token.parent.children[0] = person
|
|
}
|
|
}
|
|
person.parent = token.parent
|
|
}
|
|
|
|
func (tree *vbTree) lrrotate3(cur *Node) *Node {
|
|
const l = 1
|
|
const r = 0
|
|
|
|
ln := cur.children[l]
|
|
cur.children[l] = nil
|
|
|
|
lrn := ln.children[r]
|
|
ln.children[r] = nil
|
|
|
|
tree.takeParent(cur, lrn)
|
|
setChildNotNil(lrn, l, ln)
|
|
setChildNotNil(lrn, r, cur)
|
|
|
|
lrn.size = 3
|
|
lrn.children[l].size = 1
|
|
lrn.children[r].size = 1
|
|
return lrn
|
|
}
|
|
|
|
func (tree *vbTree) lrrotate(cur *Node) *Node {
|
|
|
|
const l = 1
|
|
const r = 0
|
|
|
|
ln := cur.children[l]
|
|
lrn := ln.children[r]
|
|
|
|
lrln := lrn.children[l]
|
|
lrrn := lrn.children[r]
|
|
|
|
tree.takeParent(cur, lrn)
|
|
|
|
setChild(ln, r, lrln)
|
|
setChild(cur, l, lrrn)
|
|
|
|
setChildNotNil(lrn, l, ln)
|
|
setChildNotNil(lrn, r, cur)
|
|
|
|
ln.size = getChildrenSumSize(ln) + 1
|
|
cur.size = getChildrenSumSize(cur) + 1
|
|
lrn.size = getChildrenSumSize(lrn) + 1
|
|
|
|
return lrn
|
|
}
|
|
|
|
func (tree *vbTree) rlrotate3(cur *Node) *Node {
|
|
const l = 0
|
|
const r = 1
|
|
|
|
ln := cur.children[l]
|
|
cur.children[l] = nil
|
|
|
|
lrn := ln.children[r]
|
|
ln.children[r] = nil
|
|
|
|
tree.takeParent(cur, lrn)
|
|
setChildNotNil(lrn, l, ln)
|
|
setChildNotNil(lrn, r, cur)
|
|
|
|
lrn.size = 3
|
|
lrn.children[l].size = 1
|
|
lrn.children[r].size = 1
|
|
return lrn
|
|
}
|
|
|
|
func (tree *vbTree) rlrotate(cur *Node) *Node {
|
|
|
|
const l = 0
|
|
const r = 1
|
|
|
|
ln := cur.children[l]
|
|
lrn := ln.children[r]
|
|
|
|
lrln := lrn.children[l]
|
|
lrrn := lrn.children[r]
|
|
|
|
tree.takeParent(cur, lrn)
|
|
|
|
setChild(ln, r, lrln)
|
|
setChild(cur, l, lrrn)
|
|
|
|
setChildNotNil(lrn, l, ln)
|
|
setChildNotNil(lrn, r, cur)
|
|
|
|
ln.size = getChildrenSumSize(ln) + 1
|
|
cur.size = getChildrenSumSize(cur) + 1
|
|
lrn.size = getChildrenSumSize(lrn) + 1
|
|
|
|
return lrn
|
|
}
|
|
|
|
func (tree *vbTree) rrotate3(cur *Node) *Node {
|
|
const l = 0
|
|
const r = 1
|
|
// 1 right 0 left
|
|
mov := cur.children[l]
|
|
cur.children[l] = nil
|
|
|
|
tree.takeParent(cur, mov)
|
|
setChildNotNil(mov, r, cur)
|
|
|
|
mov.size = 3
|
|
cur.size = 1
|
|
return mov
|
|
}
|
|
|
|
func (tree *vbTree) rrotate(cur *Node) *Node {
|
|
const l = 0
|
|
const r = 1
|
|
// 1 right 0 left
|
|
ln := cur.children[l]
|
|
lrn := ln.children[r]
|
|
|
|
tree.takeParent(cur, ln)
|
|
setChild(cur, l, lrn)
|
|
setChildNotNil(ln, r, cur)
|
|
|
|
cur.size = getChildrenSumSize(cur) + 1
|
|
ln.size = getChildrenSumSize(ln) + 1
|
|
|
|
return ln
|
|
}
|
|
|
|
func (tree *vbTree) lrotate3(cur *Node) *Node {
|
|
const l = 1
|
|
const r = 0
|
|
|
|
// 1 right 0 left
|
|
mov := cur.children[l]
|
|
cur.children[l] = nil
|
|
|
|
tree.takeParent(cur, mov)
|
|
setChildNotNil(mov, r, cur)
|
|
|
|
mov.size = 3
|
|
cur.size = 1
|
|
return mov
|
|
}
|
|
|
|
func (tree *vbTree) lrotate(cur *Node) *Node {
|
|
|
|
const l = 1
|
|
const r = 0
|
|
|
|
// 1 right 0 left
|
|
ln := cur.children[l]
|
|
lrn := ln.children[r]
|
|
|
|
tree.takeParent(cur, ln)
|
|
setChild(cur, l, lrn)
|
|
setChildNotNil(ln, r, cur)
|
|
|
|
cur.size = getChildrenSumSize(cur) + 1
|
|
ln.size = getChildrenSumSize(ln) + 1
|
|
|
|
return ln
|
|
}
|
|
|
|
func getChildrenSumSize(cur *Node) int {
|
|
return getSize(cur.children[0]) + getSize(cur.children[1])
|
|
}
|
|
|
|
func getChildrenSize(cur *Node) (int, int) {
|
|
return getSize(cur.children[0]), getSize(cur.children[1])
|
|
}
|
|
|
|
func getSize(cur *Node) int {
|
|
if cur == nil {
|
|
return 0
|
|
}
|
|
return cur.size
|
|
}
|
|
|
|
func (tree *vbTree) fixSizeWithRemove(cur *Node) {
|
|
for cur != nil {
|
|
cur.size--
|
|
if cur.size > 8 {
|
|
factor := cur.size / 10 // or factor = 1
|
|
ls, rs := getChildrenSize(cur)
|
|
if rs >= ls*2+factor || ls >= rs*2+factor {
|
|
cur = tree.fixSize(cur, ls, rs)
|
|
}
|
|
}
|
|
cur = cur.parent
|
|
}
|
|
}
|
|
|
|
func (tree *vbTree) fixSize(cur *Node, ls, rs int) *Node {
|
|
if ls > rs {
|
|
llsize, lrsize := getChildrenSize(cur.children[0])
|
|
if lrsize > llsize {
|
|
return tree.rlrotate(cur)
|
|
}
|
|
return tree.rrotate(cur)
|
|
|
|
} else {
|
|
rlsize, rrsize := getChildrenSize(cur.children[1])
|
|
if rlsize > rrsize {
|
|
return tree.lrrotate(cur)
|
|
}
|
|
return tree.lrotate(cur)
|
|
}
|
|
}
|
|
|
|
func output(Node *Node, prefix string, isTail bool, str *string) {
|
|
|
|
if Node.children[1] != nil {
|
|
newPrefix := prefix
|
|
if isTail {
|
|
newPrefix += "│ "
|
|
} else {
|
|
newPrefix += " "
|
|
}
|
|
output(Node.children[1], newPrefix, false, str)
|
|
}
|
|
*str += prefix
|
|
if isTail {
|
|
*str += "└── "
|
|
} else {
|
|
*str += "┌── "
|
|
}
|
|
|
|
*str += spew.Sprint(Node.value) + "\n"
|
|
|
|
if Node.children[0] != nil {
|
|
newPrefix := prefix
|
|
if isTail {
|
|
newPrefix += " "
|
|
} else {
|
|
newPrefix += "│ "
|
|
}
|
|
output(Node.children[0], newPrefix, true, str)
|
|
}
|
|
|
|
}
|
|
|
|
func outputfordebug(Node *Node, prefix string, isTail bool, str *string) {
|
|
|
|
if Node.children[1] != nil {
|
|
newPrefix := prefix
|
|
if isTail {
|
|
newPrefix += "│ "
|
|
} else {
|
|
newPrefix += " "
|
|
}
|
|
outputfordebug(Node.children[1], newPrefix, false, str)
|
|
}
|
|
*str += prefix
|
|
if isTail {
|
|
*str += "└── "
|
|
} else {
|
|
*str += "┌── "
|
|
}
|
|
|
|
suffix := "("
|
|
parentv := ""
|
|
if Node.parent == nil {
|
|
parentv = "nil"
|
|
} else {
|
|
parentv = spew.Sprint(Node.parent.value)
|
|
}
|
|
suffix += parentv + "|" + spew.Sprint(Node.size) + ")"
|
|
*str += spew.Sprint(Node.value) + suffix + "\n"
|
|
|
|
if Node.children[0] != nil {
|
|
newPrefix := prefix
|
|
if isTail {
|
|
newPrefix += " "
|
|
} else {
|
|
newPrefix += "│ "
|
|
}
|
|
outputfordebug(Node.children[0], newPrefix, true, str)
|
|
}
|
|
}
|
|
|
|
func (tree *vbTree) debugString() string {
|
|
str := "AVLTree\n"
|
|
if tree.root == nil {
|
|
return str + "nil"
|
|
}
|
|
outputfordebug(tree.root, "", true, &str)
|
|
return str
|
|
}
|