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BST.go
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BST.go
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/**
* @Project: Go: Binary Search Tree
* @Author: Max Base
* @Date: 2022-12-26
* @License: GPL-3.0
* @Repository: https://github.com/BaseMax/BSTGo
*/
package main
type Node struct {
value int
left *Node
right *Node
}
type BST struct {
root *Node
}
/**
* @brief: Insert a new node into the BST.
* @param root: The root of binary tree.
* @param value: The value of the new node.
* @return: The root of the new binary tree.
*/
// B(logn)
// Worst case O(n-1)
func insert(root *Node, value int) *Node {
if root == nil {
return &Node{value: value}
}
if value < root.value {
root.left = insert(root.left, value)
} else {
root.right = insert(root.right, value)
}
return root
}
/**
* @brief: Insert a new node into the BST (non-recursively).
* @param root: The root of binary tree.
* @param value: The value of the new node.
* @return: The root of the new binary tree.
*/
// B(logn)
// worst case O(n-1)
func insertNonRecursively(root *Node, value int) *Node {
if root == nil {
return &Node{value: value}
}
n := root
for n != nil {
if value < n.value {
if n.left == nil {
n.left = &Node{value: value}
break
}
n = n.left
} else {
if n.right == nil {
n.right = &Node{value: value}
break
}
n = n.right
}
}
return root
}
/**
* @brief: Find the node with the given value.
* @param root: The root of binary tree.
* @param value: The value of the node to be found.
* @return: The node with the given value.
*/
// B(logn)
// worst case O(n-1)
func find(root *Node, value int) *Node {
if root == nil {
return nil
}
if root.value == value {
return root
}
if value < root.value {
return find(root.left, value)
} else {
return find(root.right, value)
}
}
/**
* @brief: Find the node with the given value (non-recursively).
* @param root: The root of binary tree.
* @param value: The value of the node to be found.
* @return: The node with the given value.
*/
func findNonRecursively(root *Node, value int) *Node {
if root == nil {
return nil
}
n := root
for n != nil {
if n.value == value {
return n
}
if value < n.value {
n = n.left
} else {
n = n.right
}
}
return nil
}
/**
* @brief: Find the left most child of the given node.
* @param root: The root of binary tree.
* @return: The left most child of the given node.
*/
func findLeftMost(root *Node) *Node {
if root == nil {
return nil
}
for root.left != nil {
root = root.left
}
return root
}
/**
* @brief: Find the parent of the given node.
* @param root: The root of binary tree.
* @param value: The value of the given node.
* @return: The parent of the given node.
*/
func findParent(root *Node, value int) *Node {
if root == nil {
return nil
}
if root.left != nil && root.left.value == value {
return root
}
if root.right != nil && root.right.value == value {
return root
}
if value < root.value {
return findParent(root.left, value)
} else {
return findParent(root.right, value)
}
}
/**
* @brief: Find the first parent of the given node which is the left child of its parent.
* @param root: The root of binary tree.
* @return: The first parent of the given node which is the left child of its parent.
*/
func findFirstParent(root *Node) *Node {
if root == nil {
return nil
}
p := findParent(root, root.value)
if p == nil {
return nil
}
if p.left != nil && p.left.value == root.value {
return p
}
return findFirstParent(p)
}
/**
* @berif: Find next of the given node.
* @param root: The root of binary tree.
* @return: The next node of the given node.
*/
func findNext(root *Node, value int) *Node {
n := find(root, value)
if n == nil {
return nil
}
// if n has right child, find the left most child of n.right
if n.right != nil {
return findLeftMost(n.right)
}
// if n has no right child, find the first parent of n which is the left child of its parent
return findFirstParent(n)
}
/**
* @berif: Find next of the given node (for any Binary Tree)
* @param root: The root of binary tree.
* @param node: The given node.
* @return: The next node of the given node.
*/
func findNextAny(root *Node, node *Node) *Node {
if root == nil {
return nil
}
// for any binary tree, not only BST
if root.right == nil {
return nil
}
q := []*Node{root.right}
for len(q) > 0 {
n := q[0]
q = q[1:]
if n.left == nil {
return n
}
q = append(q, n.left)
}
return nil
}
/**
* @brief: Get the height of the binary tree.
* @param root: The root of binary tree.
* @return: The height of the binary tree.
*/
func getHeight(root *Node) int {
if root == nil {
return 0
}
return max(getHeight(root.left), getHeight(root.right)) + 1
}
func max(a, b int) int {
if a > b {
return a
}
return b
}
/**
* @brief: Get the height of the binary tree. (non-recursively)
* @param root: The root of binary tree.
* @return: The height of the binary tree.
*/
func getHeightNonRecursive(root *Node) int {
if root == nil {
return 0
}
q := []*Node{root}
height := 0
for len(q) > 0 {
size := len(q)
for i := 0; i < size; i++ {
n := q[0]
q = q[1:]
if n.left != nil {
q = append(q, n.left)
}
if n.right != nil {
q = append(q, n.right)
}
}
height++
}
return height
}
/**
* @brief: Get the size of the binary tree.
* @param root: The root of binary tree.
* @return: The size of the binary tree.
*/
func getSize(root *Node) int {
if root == nil {
return 0
}
return getSize(root.left) + getSize(root.right) + 1
}
/**
* @brief: Get the size of the binary tree. (non-recursively)
* @param root: The root of binary tree.
* @return: The size of the binary tree.
*/
func getSizeNonRecursive(root *Node) int {
if root == nil {
return 0
}
q := []*Node{root}
size := 0
for len(q) > 0 {
n := q[0]
q = q[1:]
size++
if n.left != nil {
q = append(q, n.left)
}
if n.right != nil {
q = append(q, n.right)
}
}
return size
}
/**
* @brief: Delete a node with the given value.
* @param root: The root of binary tree.
* @param value: The value of the node to be deleted.
* @return: The root of the binary tree.
*/
func deleteNode(root *Node, value int) *Node {
if root == nil {
return nil
}
if value < root.value {
root.left = deleteNode(root.left, value)
}
else if value > root.value {
root.right = deleteNode(root.right, value)
}
// root.value is the value to be deleted
else {
if root.left == nil {
return root.right
}
if root.right == nil {
return root.left
}
// find the left most child of root.right
n := findLeftMost(root.right)
root.value = n.value
root.right = deleteNode(root.right, n.value)
}
return root
}
/**
* @brief: Delete a node with the given value (non-recursive).
* @param root: The root of binary tree.
* @param value: The value of the node to be deleted.
* @return: The root of the binary tree.
*/
// Worst case: O(n)
// Average case: O(logn)
// Best case: O(1)
func deleteNodeNonRecursively(root *Node, value int) *Node {
if root == nil {
return nil
}
n := root
var p *Node
for n != nil && n.value != value {
p = n
if value < n.value {
n = n.left
} else {
n = n.right
}
}
// not found
if n == nil {
return root
}
// found and there is no left and right childs
else if n.left == nil && n.right == nil {
if p == nil {
return nil
}
if p.left == n {
p.left = nil
} else {
p.right = nil
}
return root
}
// found and there is no left child
else if n.left == nil {
if p == nil {
return n.right
}
if p.left == n {
p.left = n.right
} else {
p.right = n.right
}
return root
}
// found and there is no right child
else if n.right == nil {
if p == nil {
return n.left
}
if p.left == n {
p.left = n.left
} else {
p.right = n.left
}
return root
}
// found and there are both left and right child
// find the left most child of n.right
m := n.right
var mp *Node
for m.left != nil {
mp = m
m = m.left
}
n.value = m.value
if mp == nil {
n.right = m.right
} else {
mp.left = m.right
}
return root
}
func main() {
// Create a BST
bst := BST{}
// Insert nodes into the BST
bst.root = insert(bst.root, 5)
bst.root = insert(bst.root, 3)
bst.root = insert(bst.root, 7)
bst.root = insert(bst.root, 2)
bst.root = insert(bst.root, 4)
bst.root = insert(bst.root, 6)
bst.root = insert(bst.root, 8)
// insertNonRecursively
bst.root = insertNonRecursively(bst.root, 15)
bst.root = insertNonRecursively(bst.root, 13)
bst.root = insertNonRecursively(bst.root, 17)
bst.root = insertNonRecursively(bst.root, 12)
bst.root = insertNonRecursively(bst.root, 14)
// Find the node with the given value
n := findNext(bst.root, 5)
if n != nil {
println(n.value)
}
// Find a node
n = find(bst.root, 5)
if n != nil {
println(n.value)
}
// findNonRecursively
n = findNonRecursively(bst.root, 5)
if n != nil {
println(n.value)
}
// Get the height
println(getHeight(bst.root))
}