mirror of
https://github.com/krahets/hello-algo.git
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233 lines
7.2 KiB
C++
233 lines
7.2 KiB
C++
/**
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* File: avl_tree.cpp
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* Created Time: 2023-02-03
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* Author: what-is-me (whatisme@outlook.jp)
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*/
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#include "../utils/common.hpp"
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/* AVL tree */
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class AVLTree {
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private:
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/* Update node height */
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void updateHeight(TreeNode *node) {
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// Node height equals the height of the tallest subtree + 1
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node->height = max(height(node->left), height(node->right)) + 1;
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}
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/* Right rotation operation */
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TreeNode *rightRotate(TreeNode *node) {
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TreeNode *child = node->left;
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TreeNode *grandChild = child->right;
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// Rotate node to the right around child
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child->right = node;
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node->left = grandChild;
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// Update node height
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updateHeight(node);
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updateHeight(child);
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// Return the root of the subtree after rotation
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return child;
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}
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/* Left rotation operation */
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TreeNode *leftRotate(TreeNode *node) {
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TreeNode *child = node->right;
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TreeNode *grandChild = child->left;
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// Rotate node to the left around child
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child->left = node;
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node->right = grandChild;
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// Update node height
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updateHeight(node);
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updateHeight(child);
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// Return the root of the subtree after rotation
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return child;
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}
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/* Perform rotation operation to restore balance to the subtree */
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TreeNode *rotate(TreeNode *node) {
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// Get the balance factor of node
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int _balanceFactor = balanceFactor(node);
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// Left-leaning tree
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if (_balanceFactor > 1) {
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if (balanceFactor(node->left) >= 0) {
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// Right rotation
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return rightRotate(node);
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} else {
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// First left rotation then right rotation
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node->left = leftRotate(node->left);
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return rightRotate(node);
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}
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}
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// Right-leaning tree
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if (_balanceFactor < -1) {
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if (balanceFactor(node->right) <= 0) {
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// Left rotation
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return leftRotate(node);
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} else {
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// First right rotation then left rotation
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node->right = rightRotate(node->right);
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return leftRotate(node);
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}
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}
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// Balanced tree, no rotation needed, return
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return node;
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}
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/* Recursively insert node (helper method) */
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TreeNode *insertHelper(TreeNode *node, int val) {
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if (node == nullptr)
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return new TreeNode(val);
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/* 1. Find insertion position and insert node */
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if (val < node->val)
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node->left = insertHelper(node->left, val);
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else if (val > node->val)
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node->right = insertHelper(node->right, val);
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else
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return node; // Do not insert duplicate nodes, return
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updateHeight(node); // Update node height
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/* 2. Perform rotation operation to restore balance to the subtree */
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node = rotate(node);
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// Return the root node of the subtree
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return node;
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}
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/* Recursively remove node (helper method) */
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TreeNode *removeHelper(TreeNode *node, int val) {
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if (node == nullptr)
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return nullptr;
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/* 1. Find and remove the node */
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if (val < node->val)
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node->left = removeHelper(node->left, val);
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else if (val > node->val)
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node->right = removeHelper(node->right, val);
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else {
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if (node->left == nullptr || node->right == nullptr) {
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TreeNode *child = node->left != nullptr ? node->left : node->right;
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// Number of child nodes = 0, remove node and return
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if (child == nullptr) {
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delete node;
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return nullptr;
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}
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// Number of child nodes = 1, remove node
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else {
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delete node;
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node = child;
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}
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} else {
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// Number of child nodes = 2, remove the next node in in-order traversal and replace the current node with it
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TreeNode *temp = node->right;
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while (temp->left != nullptr) {
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temp = temp->left;
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}
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int tempVal = temp->val;
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node->right = removeHelper(node->right, temp->val);
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node->val = tempVal;
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}
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}
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updateHeight(node); // Update node height
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/* 2. Perform rotation operation to restore balance to the subtree */
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node = rotate(node);
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// Return the root node of the subtree
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return node;
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}
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public:
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TreeNode *root; // Root node
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/* Get node height */
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int height(TreeNode *node) {
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// Empty node height is -1, leaf node height is 0
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return node == nullptr ? -1 : node->height;
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}
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/* Get balance factor */
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int balanceFactor(TreeNode *node) {
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// Empty node balance factor is 0
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if (node == nullptr)
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return 0;
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// Node balance factor = left subtree height - right subtree height
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return height(node->left) - height(node->right);
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}
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/* Insert node */
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void insert(int val) {
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root = insertHelper(root, val);
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}
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/* Remove node */
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void remove(int val) {
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root = removeHelper(root, val);
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}
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/* Search node */
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TreeNode *search(int val) {
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TreeNode *cur = root;
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// Loop find, break after passing leaf nodes
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while (cur != nullptr) {
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// Target node is in cur's right subtree
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if (cur->val < val)
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cur = cur->right;
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// Target node is in cur's left subtree
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else if (cur->val > val)
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cur = cur->left;
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// Found target node, break loop
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else
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break;
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}
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// Return target node
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return cur;
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}
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/*Constructor*/
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AVLTree() : root(nullptr) {
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}
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/*Destructor*/
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~AVLTree() {
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freeMemoryTree(root);
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}
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};
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void testInsert(AVLTree &tree, int val) {
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tree.insert(val);
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cout << "\nAfter inserting node " << val << ", the AVL tree is" << endl;
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printTree(tree.root);
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}
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void testRemove(AVLTree &tree, int val) {
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tree.remove(val);
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cout << "\nAfter removing node " << val << ", the AVL tree is" << endl;
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printTree(tree.root);
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}
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/* Driver Code */
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int main() {
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/* Initialize empty AVL tree */
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AVLTree avlTree;
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/* Insert node */
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// Notice how the AVL tree maintains balance after inserting nodes
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testInsert(avlTree, 1);
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testInsert(avlTree, 2);
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testInsert(avlTree, 3);
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testInsert(avlTree, 4);
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testInsert(avlTree, 5);
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testInsert(avlTree, 8);
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testInsert(avlTree, 7);
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testInsert(avlTree, 9);
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testInsert(avlTree, 10);
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testInsert(avlTree, 6);
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/* Insert duplicate node */
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testInsert(avlTree, 7);
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/* Remove node */
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// Notice how the AVL tree maintains balance after removing nodes
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testRemove(avlTree, 8); // Remove node with degree 0
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testRemove(avlTree, 5); // Remove node with degree 1
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testRemove(avlTree, 4); // Remove node with degree 2
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/* Search node */
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TreeNode *node = avlTree.search(7);
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cout << "\nThe found node object is " << node << ", node value =" << node->val << endl;
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}
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