260 lines
7.0 KiB
C
260 lines
7.0 KiB
C
/**
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* File: avl_tree.c
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* Created Time: 2023-01-15
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* Author: Reanon (793584285@qq.com)
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*/
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#include "../utils/common.h"
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/* AVL tree structure */
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typedef struct {
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TreeNode *root;
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} AVLTree;
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/* Constructor */
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AVLTree *newAVLTree() {
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AVLTree *tree = (AVLTree *)malloc(sizeof(AVLTree));
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tree->root = NULL;
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return tree;
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}
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/* Destructor */
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void delAVLTree(AVLTree *tree) {
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freeMemoryTree(tree->root);
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free(tree);
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}
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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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if (node != NULL) {
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return node->height;
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}
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return -1;
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}
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/* Update node height */
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void updateHeight(TreeNode *node) {
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int lh = height(node->left);
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int rh = height(node->right);
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// Node height equals the height of the tallest subtree + 1
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if (lh > rh) {
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node->height = lh + 1;
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} else {
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node->height = rh + 1;
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}
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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 == NULL) {
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return 0;
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}
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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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/* Right rotation operation */
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TreeNode *rightRotate(TreeNode *node) {
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TreeNode *child, *grandChild;
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child = node->left;
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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, *grandChild;
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child = node->right;
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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 bf = balanceFactor(node);
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// Left-leaning tree
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if (bf > 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 (bf < -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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/* Recursive insertion of nodes (helper function) */
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TreeNode *insertHelper(TreeNode *node, int val) {
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if (node == NULL) {
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return newTreeNode(val);
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}
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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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// Do not insert duplicate nodes, return
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return node;
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}
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// Update node height
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updateHeight(node);
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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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/* Insert node */
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void insert(AVLTree *tree, int val) {
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tree->root = insertHelper(tree->root, val);
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}
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/* Recursive removal of nodes (helper function) */
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TreeNode *removeHelper(TreeNode *node, int val) {
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TreeNode *child, *grandChild;
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if (node == NULL) {
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return NULL;
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}
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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 == NULL || node->right == NULL) {
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child = node->left;
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if (node->right != NULL) {
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child = node->right;
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}
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// Number of child nodes = 0, remove node and return
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if (child == NULL) {
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return NULL;
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} else {
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// Number of child nodes = 1, remove 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 != NULL) {
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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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// Update node height
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updateHeight(node);
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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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/* Remove node */
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// Due to the inclusion of stdio.h, cannot use the keyword 'remove' here
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void removeItem(AVLTree *tree, int val) {
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TreeNode *root = removeHelper(tree->root, val);
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}
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/* Search node */
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TreeNode *search(AVLTree *tree, int val) {
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TreeNode *cur = tree->root;
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// Loop find, break after passing leaf nodes
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while (cur != NULL) {
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if (cur->val < val) {
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// Target node is in cur's right subtree
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cur = cur->right;
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} else if (cur->val > val) {
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// Target node is in cur's left subtree
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cur = cur->left;
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} else {
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// Found target node, break loop
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break;
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}
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}
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// Found target node, break loop
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return cur;
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}
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void testInsert(AVLTree *tree, int val) {
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insert(tree, val);
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printf("\nAfter inserting node %d, the AVL tree is \n", val);
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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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removeItem(tree, val);
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printf("\nAfter removing node %d, the AVL tree is \n", val);
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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 *tree = (AVLTree *)newAVLTree();
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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(tree, 1);
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testInsert(tree, 2);
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testInsert(tree, 3);
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testInsert(tree, 4);
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testInsert(tree, 5);
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testInsert(tree, 8);
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testInsert(tree, 7);
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testInsert(tree, 9);
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testInsert(tree, 10);
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testInsert(tree, 6);
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/* Insert duplicate node */
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testInsert(tree, 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(tree, 8); // Remove node with degree 0
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testRemove(tree, 5); // Remove node with degree 1
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testRemove(tree, 4); // Remove node with degree 2
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/* Search node */
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TreeNode *node = search(tree, 7);
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printf("\nFound node object node value = %d \n", node->val);
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// Free memory
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delAVLTree(tree);
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return 0;
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}
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