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| 1 | +package com.thealgorithms.datastructures.trees; |
| 2 | + |
| 3 | +import java.util.Random; |
| 4 | + |
| 5 | +/** |
| 6 | + * Treap -> Tree + Heap |
| 7 | + * Also called as cartesian tree |
| 8 | + * |
| 9 | + * @see |
| 10 | + * <a href = "https://cp-algorithms.com/data_structures/treap.html" /> |
| 11 | + */ |
| 12 | + |
| 13 | +public class Treap { |
| 14 | + |
| 15 | + public static class TreapNode { |
| 16 | + /** |
| 17 | + * TreapNode class defines the individual nodes in the Treap |
| 18 | + * |
| 19 | + * value -> holds the value of the node. |
| 20 | + * Binary Search Tree is built based on value. |
| 21 | + * |
| 22 | + * priority -> holds the priority of the node. |
| 23 | + * Heaps are maintained based on priority. |
| 24 | + * It is randomly assigned |
| 25 | + * |
| 26 | + * size -> holds the size of the subtree with current node as root |
| 27 | + * |
| 28 | + * left -> holds the left subtree |
| 29 | + * right -> holds the right subtree |
| 30 | + */ |
| 31 | + public int value; |
| 32 | + private int priority; |
| 33 | + private int size; |
| 34 | + public TreapNode left; |
| 35 | + public TreapNode right; |
| 36 | + |
| 37 | + public TreapNode(int valueParam, int priorityParam) { |
| 38 | + value = valueParam; |
| 39 | + priority = priorityParam; |
| 40 | + size = 1; |
| 41 | + left = null; |
| 42 | + right = null; |
| 43 | + } |
| 44 | + |
| 45 | + /** |
| 46 | + * updateSize -> updates the subtree size of the current node |
| 47 | + */ |
| 48 | + private void updateSize() { |
| 49 | + size = 1; |
| 50 | + if (left != null) { |
| 51 | + size += left.size; |
| 52 | + } |
| 53 | + if (right != null) { |
| 54 | + size += right.size; |
| 55 | + } |
| 56 | + } |
| 57 | + } |
| 58 | + |
| 59 | + /** |
| 60 | + * root -> holds the root node in the Treap |
| 61 | + * random -> to generate random priority for the nodes in the Treap |
| 62 | + */ |
| 63 | + private TreapNode root; |
| 64 | + private Random random = new Random(); |
| 65 | + |
| 66 | + /** |
| 67 | + * Constructors |
| 68 | + * |
| 69 | + * Treap() -> create an empty Treap |
| 70 | + * Treap(int[] nodeValues) -> add the elements given in the array to the Treap |
| 71 | + */ |
| 72 | + public Treap() { |
| 73 | + root = null; |
| 74 | + } |
| 75 | + |
| 76 | + /** |
| 77 | + * merges two Treaps left and right into a single Treap |
| 78 | + * |
| 79 | + * @param left left Treap |
| 80 | + * @param right right Treap |
| 81 | + * @return root of merged Treap |
| 82 | + */ |
| 83 | + private TreapNode merge(TreapNode left, TreapNode right) { |
| 84 | + if (left == null) { |
| 85 | + return right; |
| 86 | + } |
| 87 | + if (right == null) { |
| 88 | + return left; |
| 89 | + } |
| 90 | + |
| 91 | + if (left.priority > right.priority) { |
| 92 | + left.right = merge(left.right, right); |
| 93 | + left.updateSize(); |
| 94 | + return left; |
| 95 | + } else { |
| 96 | + right.left = merge(left, right.left); |
| 97 | + right.updateSize(); |
| 98 | + return right; |
| 99 | + } |
| 100 | + } |
| 101 | + |
| 102 | + /** |
| 103 | + * split the Treap into two Treaps where left Treap has nodes <= key and right Treap has nodes > key |
| 104 | + * |
| 105 | + * @param node root node to be split |
| 106 | + * @param key key to compare the nodes |
| 107 | + * @return TreapNode array of size 2. |
| 108 | + * TreapNode[0] contains the root of left Treap after split |
| 109 | + * TreapNode[1] contains the root of right Treap after split |
| 110 | + */ |
| 111 | + private TreapNode[] split(TreapNode node, int key) { |
| 112 | + if (node == null) { |
| 113 | + return new TreapNode[] {null, null}; |
| 114 | + } |
| 115 | + |
| 116 | + TreapNode[] result; |
| 117 | + |
| 118 | + if (node.value <= key) { |
| 119 | + result = split(node.right, key); |
| 120 | + node.right = result[0]; |
| 121 | + node.updateSize(); |
| 122 | + result[0] = node; |
| 123 | + } else { |
| 124 | + result = split(node.left, key); |
| 125 | + node.left = result[1]; |
| 126 | + node.updateSize(); |
| 127 | + result[1] = node; |
| 128 | + } |
| 129 | + |
| 130 | + return result; |
| 131 | + } |
| 132 | + |
| 133 | + /** |
| 134 | + * insert a node into the Treap |
| 135 | + * |
| 136 | + * @param value value to be inserted into the Treap |
| 137 | + * @return root of the Treap where the value is inserted |
| 138 | + */ |
| 139 | + public TreapNode insert(int value) { |
| 140 | + if (root == null) { |
| 141 | + root = new TreapNode(value, random.nextInt()); |
| 142 | + return root; |
| 143 | + } |
| 144 | + |
| 145 | + TreapNode[] splitted = split(root, value); |
| 146 | + |
| 147 | + TreapNode node = new TreapNode(value, random.nextInt()); |
| 148 | + |
| 149 | + TreapNode tempMerged = merge(splitted[0], node); |
| 150 | + tempMerged.updateSize(); |
| 151 | + |
| 152 | + TreapNode merged = merge(tempMerged, splitted[1]); |
| 153 | + merged.updateSize(); |
| 154 | + |
| 155 | + root = merged; |
| 156 | + |
| 157 | + return root; |
| 158 | + } |
| 159 | + |
| 160 | + /** |
| 161 | + * delete a value from root if present |
| 162 | + * |
| 163 | + * @param value value to be deleted from the Treap |
| 164 | + * @return root of the Treap where delete has been performed |
| 165 | + */ |
| 166 | + public TreapNode delete(int value) { |
| 167 | + root = deleteNode(root, value); |
| 168 | + return root; |
| 169 | + } |
| 170 | + |
| 171 | + private TreapNode deleteNode(TreapNode root, int value) { |
| 172 | + if (root == null) { |
| 173 | + return null; |
| 174 | + } |
| 175 | + |
| 176 | + if (value < root.value) { |
| 177 | + root.left = deleteNode(root.left, value); |
| 178 | + } else if (value > root.value) { |
| 179 | + root.right = deleteNode(root.right, value); |
| 180 | + } else { |
| 181 | + root = merge(root.left, root.right); |
| 182 | + } |
| 183 | + |
| 184 | + if (root != null) { |
| 185 | + root.updateSize(); |
| 186 | + } |
| 187 | + return root; |
| 188 | + } |
| 189 | + |
| 190 | + /** |
| 191 | + * print inorder traversal of the Treap |
| 192 | + */ |
| 193 | + public void inOrder() { |
| 194 | + System.out.print("{"); |
| 195 | + printInorder(root); |
| 196 | + System.out.print("}"); |
| 197 | + } |
| 198 | + |
| 199 | + private void printInorder(TreapNode root) { |
| 200 | + if (root == null) { |
| 201 | + return; |
| 202 | + } |
| 203 | + printInorder(root.left); |
| 204 | + System.out.print(root.value + ","); |
| 205 | + printInorder(root.right); |
| 206 | + } |
| 207 | + |
| 208 | + /** |
| 209 | + * print preOrder traversal of the Treap |
| 210 | + */ |
| 211 | + public void preOrder() { |
| 212 | + System.out.print("{"); |
| 213 | + printPreOrder(root); |
| 214 | + System.out.print("}"); |
| 215 | + } |
| 216 | + |
| 217 | + private void printPreOrder(TreapNode root) { |
| 218 | + if (root == null) { |
| 219 | + return; |
| 220 | + } |
| 221 | + System.out.print(root.value + ","); |
| 222 | + printPreOrder(root.left); |
| 223 | + printPreOrder(root.right); |
| 224 | + } |
| 225 | + |
| 226 | + /** |
| 227 | + * print postOrder traversal of the Treap |
| 228 | + */ |
| 229 | + public void postOrder() { |
| 230 | + System.out.print("{"); |
| 231 | + printPostOrder(root); |
| 232 | + System.out.print("}"); |
| 233 | + } |
| 234 | + |
| 235 | + private void printPostOrder(TreapNode root) { |
| 236 | + if (root == null) { |
| 237 | + return; |
| 238 | + } |
| 239 | + printPostOrder(root.left); |
| 240 | + printPostOrder(root.right); |
| 241 | + System.out.print(root.value + ","); |
| 242 | + } |
| 243 | + |
| 244 | + /** |
| 245 | + * Search a value in the Treap |
| 246 | + * |
| 247 | + * @param value value to be searched for |
| 248 | + * @return node containing the value |
| 249 | + * null if not found |
| 250 | + */ |
| 251 | + public TreapNode search(int value) { |
| 252 | + return searchVal(root, value); |
| 253 | + } |
| 254 | + |
| 255 | + private TreapNode searchVal(TreapNode root, int value) { |
| 256 | + if (root == null) { |
| 257 | + return null; |
| 258 | + } |
| 259 | + |
| 260 | + if (root.value == value) { |
| 261 | + return root; |
| 262 | + } else if (root.value < value) { |
| 263 | + return searchVal(root.right, value); |
| 264 | + } else { |
| 265 | + return searchVal(root.left, value); |
| 266 | + } |
| 267 | + } |
| 268 | + |
| 269 | + /** |
| 270 | + * find the lowerBound of a value in the Treap |
| 271 | + * |
| 272 | + * @param value value for which lowerBound is to be found |
| 273 | + * @return node which is the lowerBound of the value passed |
| 274 | + */ |
| 275 | + public TreapNode lowerBound(int value) { |
| 276 | + TreapNode lowerBoundNode = null; |
| 277 | + TreapNode current = root; |
| 278 | + |
| 279 | + while (current != null) { |
| 280 | + if (current.value >= value) { |
| 281 | + lowerBoundNode = current; |
| 282 | + current = current.left; |
| 283 | + } else { |
| 284 | + current = current.right; |
| 285 | + } |
| 286 | + } |
| 287 | + |
| 288 | + return lowerBoundNode; |
| 289 | + } |
| 290 | + |
| 291 | + /** |
| 292 | + * find the upperBound of a value in the Treap |
| 293 | + * |
| 294 | + * @param value value for which upperBound is to be found |
| 295 | + * @return node which is the upperBound of the value passed |
| 296 | + */ |
| 297 | + public TreapNode upperBound(int value) { |
| 298 | + TreapNode upperBoundNode = null; |
| 299 | + TreapNode current = root; |
| 300 | + |
| 301 | + while (current != null) { |
| 302 | + if (current.value > value) { |
| 303 | + upperBoundNode = current; |
| 304 | + current = current.left; |
| 305 | + } else { |
| 306 | + current = current.right; |
| 307 | + } |
| 308 | + } |
| 309 | + |
| 310 | + return upperBoundNode; |
| 311 | + } |
| 312 | + |
| 313 | + /** |
| 314 | + * returns size of the Treap |
| 315 | + */ |
| 316 | + public int size() { |
| 317 | + if (root == null) { |
| 318 | + return 0; |
| 319 | + } |
| 320 | + return root.size; |
| 321 | + } |
| 322 | + |
| 323 | + /** |
| 324 | + * returns if Treap is empty |
| 325 | + */ |
| 326 | + public boolean isEmpty() { |
| 327 | + return root == null; |
| 328 | + } |
| 329 | + |
| 330 | + /** |
| 331 | + * returns root node of the Treap |
| 332 | + */ |
| 333 | + public TreapNode getRoot() { |
| 334 | + return root; |
| 335 | + } |
| 336 | + |
| 337 | + /** |
| 338 | + * returns left node of the TreapNode |
| 339 | + */ |
| 340 | + public TreapNode getLeft(TreapNode node) { |
| 341 | + return node.left; |
| 342 | + } |
| 343 | + |
| 344 | + /** |
| 345 | + * returns the right node of the TreapNode |
| 346 | + */ |
| 347 | + public TreapNode getRight(TreapNode node) { |
| 348 | + return node.right; |
| 349 | + } |
| 350 | + |
| 351 | + /** |
| 352 | + * prints the value, priority, size of the subtree of the TreapNode, left TreapNode and right TreapNode of the node |
| 353 | + */ |
| 354 | + public String toString(TreapNode node) { |
| 355 | + return "{value : " + node.value + ", priority : " + node.priority + ", subTreeSize = " + node.size + ", left = " + node.left + ", right = " + node.right + "}"; |
| 356 | + } |
| 357 | +} |
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