/** * File: avl_tree.js * Created Time: 2023-02-05 * Author: what-is-me (whatisme@outlook.jp) */ const { TreeNode } = require('../modules/TreeNode'); const { printTree } = require('../modules/PrintUtil'); /* AVL tree*/ class AVLTree { /* Constructor */ constructor() { this.root = null; //Root node } /* Get node height */ height(node) { // Empty node height is -1, leaf node height is 0 return node === null ? -1 : node.height; } /* Update node height */ #updateHeight(node) { // Node height equals the height of the tallest subtree + 1 node.height = Math.max(this.height(node.left), this.height(node.right)) + 1; } /* Get balance factor */ balanceFactor(node) { // Empty node balance factor is 0 if (node === null) return 0; // Node balance factor = left subtree height - right subtree height return this.height(node.left) - this.height(node.right); } /* Right rotation operation */ #rightRotate(node) { const child = node.left; const grandChild = child.right; // Rotate node to the right around child child.right = node; node.left = grandChild; // Update node height this.#updateHeight(node); this.#updateHeight(child); // Return the root of the subtree after rotation return child; } /* Left rotation operation */ #leftRotate(node) { const child = node.right; const grandChild = child.left; // Rotate node to the left around child child.left = node; node.right = grandChild; // Update node height this.#updateHeight(node); this.#updateHeight(child); // Return the root of the subtree after rotation return child; } /* Perform rotation operation to restore balance to the subtree */ #rotate(node) { // Get the balance factor of node const balanceFactor = this.balanceFactor(node); // Left-leaning tree if (balanceFactor > 1) { if (this.balanceFactor(node.left) >= 0) { // Right rotation return this.#rightRotate(node); } else { // First left rotation then right rotation node.left = this.#leftRotate(node.left); return this.#rightRotate(node); } } // Right-leaning tree if (balanceFactor < -1) { if (this.balanceFactor(node.right) <= 0) { // Left rotation return this.#leftRotate(node); } else { // First right rotation then left rotation node.right = this.#rightRotate(node.right); return this.#leftRotate(node); } } // Balanced tree, no rotation needed, return return node; } /* Insert node */ insert(val) { this.root = this.#insertHelper(this.root, val); } /* Recursively insert node (helper method) */ #insertHelper(node, val) { if (node === null) return new TreeNode(val); /* 1. Find insertion position and insert node */ if (val < node.val) node.left = this.#insertHelper(node.left, val); else if (val > node.val) node.right = this.#insertHelper(node.right, val); else return node; // Do not insert duplicate nodes, return this.#updateHeight(node); // Update node height /* 2. Perform rotation operation to restore balance to the subtree */ node = this.#rotate(node); // Return the root node of the subtree return node; } /* Remove node */ remove(val) { this.root = this.#removeHelper(this.root, val); } /* Recursively remove node (helper method) */ #removeHelper(node, val) { if (node === null) return null; /* 1. Find and remove the node */ if (val < node.val) node.left = this.#removeHelper(node.left, val); else if (val > node.val) node.right = this.#removeHelper(node.right, val); else { if (node.left === null || node.right === null) { const child = node.left !== null ? node.left : node.right; // Number of child nodes = 0, remove node and return if (child === null) return null; // Number of child nodes = 1, remove node else node = child; } else { // Number of child nodes = 2, remove the next node in in-order traversal and replace the current node with it let temp = node.right; while (temp.left !== null) { temp = temp.left; } node.right = this.#removeHelper(node.right, temp.val); node.val = temp.val; } } this.#updateHeight(node); // Update node height /* 2. Perform rotation operation to restore balance to the subtree */ node = this.#rotate(node); // Return the root node of the subtree return node; } /* Search node */ search(val) { let cur = this.root; // Loop find, break after passing leaf nodes while (cur !== null) { // Target node is in cur's right subtree if (cur.val < val) cur = cur.right; // Target node is in cur's left subtree else if (cur.val > val) cur = cur.left; // Found target node, break loop else break; } // Return target node return cur; } } function testInsert(tree, val) { tree.insert(val); console.log('\nAfter inserting node ' + val + ', the AVL tree is'); printTree(tree.root); } function testRemove(tree, val) { tree.remove(val); console.log('\nAfter removing node ' + val + ', the AVL tree is'); printTree(tree.root); } /* Driver Code */ /* Initialize empty AVL tree */ const avlTree = new AVLTree(); /* Insert node */ // Notice how the AVL tree maintains balance after inserting nodes testInsert(avlTree, 1); testInsert(avlTree, 2); testInsert(avlTree, 3); testInsert(avlTree, 4); testInsert(avlTree, 5); testInsert(avlTree, 8); testInsert(avlTree, 7); testInsert(avlTree, 9); testInsert(avlTree, 10); testInsert(avlTree, 6); /* Insert duplicate node */ testInsert(avlTree, 7); /* Remove node */ // Notice how the AVL tree maintains balance after removing nodes testRemove(avlTree, 8); // Remove node with degree 0 testRemove(avlTree, 5); // Remove node with degree 1 testRemove(avlTree, 4); // Remove node with degree 2 /* Search node */ const node = avlTree.search(7); console.log('\nFound node object', node, ', node value = ' + node.val);