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* Added Disjoint Sets Data structure * Moved DisjointSetTest.php to tests/DataStructures * Update DataStructures/DisjointSets/DisjointSet.php Co-authored-by: Brandon Johnson <bbj1979@gmail.com> * Update DataStructures/DisjointSets/DisjointSetNode.php Co-authored-by: Brandon Johnson <bbj1979@gmail.com> * Update DataStructures/DisjointSets/DisjointSetNode.php Co-authored-by: Brandon Johnson <bbj1979@gmail.com> * Update tests/DataStructures/DisjointSetTest.php Co-authored-by: Brandon Johnson <bbj1979@gmail.com> * Update tests/DataStructures/DisjointSetTest.php Co-authored-by: Brandon Johnson <bbj1979@gmail.com> * Update tests/DataStructures/DisjointSetTest.php Co-authored-by: Brandon Johnson <bbj1979@gmail.com> * Considered PHPCS remarks. Unit Testing is now working. * Remove data type mixed. Considered annotations for php7.4. * Remove data type mixed. Considered annotations for php7.4. * updating DIRECTORY.md * Implemented Trie DataStructure * Added Trie to DIRECTORY.md * updating DIRECTORY.md * Implemented AVLTree DataStructure * updating DIRECTORY.md * Implemented AVLTree DataStructure * Implemented SegmentTreeNode.php * Implementing SegmentTree * Implementing SegmentTree with updateTree * Implementing SegmentTree with rangeUpdateTree * Implementing SegmentTree with query and queryTree * Added serializing and deserializing of the SegmentTree * Adding unit tests SegmentTree implementation * Added unit tests for SegmentTree updates and range updates * considering PHPCS for Added unit tests for SegmentTree updates and range updates * Added unit tests for SegmentTree serialization/deserialization and array updates reflections * Added unit tests for SegmentTree Edge Cases * Added unit tests for SegmentTree Exceptions (OutOfBoundsException, InvalidArgumentException) * Added SegmentTree to DIRECTORY.md * Implemented Segment Tree Data Structure * Added some comments to my files in: #160, #162, #163, #166. Implemented Segment Tree Data Structure. * Added some comments to my files in: #160, #162, #163, #166. Implemented Segment Tree Data Structure. * Added comments time complexity for query(), update() and buildTree() --------- Co-authored-by: Brandon Johnson <bbj1979@gmail.com> Co-authored-by: Ramy-Badr-Ahmed <Ramy-Badr-Ahmed@users.noreply.github.com>
333 lines
12 KiB
PHP
333 lines
12 KiB
PHP
<?php
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/*
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* Created by: Ramy-Badr-Ahmed (https://github.com/Ramy-Badr-Ahmed) in Pull Request #166
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* https://github.com/TheAlgorithms/PHP/pull/166
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*
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* Please mention me (@Ramy-Badr-Ahmed) in any issue or pull request addressing bugs/corrections to this file.
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* Thank you!
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*/
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namespace DataStructures\SegmentTree;
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use InvalidArgumentException;
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use OutOfBoundsException;
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class SegmentTree
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{
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private SegmentTreeNode $root; // Root node of the segment tree
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private array $currentArray; // holds the original array and updates reflections
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private int $arraySize; // Size of the original array
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private $callback; // Callback function for aggregation
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/**
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* Initializes the segment tree with the provided array and optional callback for aggregation.
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* Default aggregation is Sum.
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*
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* Example usage:
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* $segmentTree = new SegmentTree($array, fn($a, $b) => max($a, $b));
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*
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* @param array $arr The input array for the segment tree
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* @param callable|null $callback Optional callback function for custom aggregation logic.
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* @throws InvalidArgumentException if the array is empty, contains non-numeric values, or is associative.
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*/
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public function __construct(array $arr, callable $callback = null)
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{
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$this->currentArray = $arr;
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$this->arraySize = count($this->currentArray);
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$this->callback = $callback;
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if ($this->isUnsupportedArray()) {
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throw new InvalidArgumentException("Array must not be empty, must contain numeric values
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and must be non-associative.");
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}
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$this->root = $this->buildTree($this->currentArray, 0, $this->arraySize - 1);
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}
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private function isUnsupportedArray(): bool
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{
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return empty($this->currentArray) || $this->isNonNumeric() || $this->isAssociative();
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}
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/**
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* @return bool True if any element is non-numeric, false otherwise.
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*/
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private function isNonNumeric(): bool
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{
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return !array_reduce($this->currentArray, fn($carry, $item) => $carry && is_numeric($item), true);
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}
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/**
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* @return bool True if the array is associative, false otherwise.
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*/
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private function isAssociative(): bool
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{
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return array_keys($this->currentArray) !== range(0, $this->arraySize - 1);
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}
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/**
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* @return SegmentTreeNode The root node of the segment tree.
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*/
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public function getRoot(): SegmentTreeNode
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{
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return $this->root;
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}
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/**
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* @return array The original or the current array (after any update) stored in the segment tree.
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*/
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public function getCurrentArray(): array
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{
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return $this->currentArray;
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}
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/**
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* Builds the segment tree recursively. Takes O(n log n) in total.
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*
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* @param array $arr The input array.
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* @param int $start The starting index of the segment.
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* @param int $end The ending index of the segment.
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* @return SegmentTreeNode The root node of the constructed segment.
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*/
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private function buildTree(array $arr, int $start, int $end): SegmentTreeNode
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{
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// Leaf node
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if ($start == $end) {
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return new SegmentTreeNode($start, $end, $arr[$start]);
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}
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$mid = $start + (int)(($end - $start) / 2);
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// Recursively build left and right children
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$leftChild = $this->buildTree($arr, $start, $mid);
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$rightChild = $this->buildTree($arr, $mid + 1, $end);
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$node = new SegmentTreeNode($start, $end, $this->callback
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? ($this->callback)($leftChild->value, $rightChild->value)
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: $leftChild->value + $rightChild->value);
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// Link the children to the parent node
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$node->left = $leftChild;
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$node->right = $rightChild;
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return $node;
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}
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/**
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* Queries the aggregated value over a specified range. Takes O(log n).
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*
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* @param int $start The starting index of the range.
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* @param int $end The ending index of the range.
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* @return int|float The aggregated value for the range.
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* @throws OutOfBoundsException if the range is invalid.
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*/
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public function query(int $start, int $end)
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{
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if ($start > $end || $start < 0 || $end > ($this->root->end)) {
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throw new OutOfBoundsException("Index out of bounds: start = $start, end = $end.
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Must be between 0 and " . ($this->arraySize - 1));
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}
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return $this->queryTree($this->root, $start, $end);
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}
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/**
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* Recursively queries the segment tree for a specific range.
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*
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* @param SegmentTreeNode $node The current node.
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* @param int $start The starting index of the query range.
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* @param int $end The ending index of the query range.
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* @return int|float The aggregated value for the range.
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*/
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private function queryTree(SegmentTreeNode $node, int $start, int $end)
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{
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if ($node->start == $start && $node->end == $end) {
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return $node->value;
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}
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$mid = $node->start + (int)(($node->end - $node->start) / 2);
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// Determine which segment of the tree to query
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if ($end <= $mid) {
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return $this->queryTree($node->left, $start, $end); // Query left child
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} elseif ($start > $mid) {
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return $this->queryTree($node->right, $start, $end); // Query right child
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} else {
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// Split query between left and right children
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$leftResult = $this->queryTree($node->left, $start, $mid);
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$rightResult = $this->queryTree($node->right, $mid + 1, $end);
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return $this->callback
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? ($this->callback)($leftResult, $rightResult)
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: $leftResult + $rightResult; // Default sum if no callback
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}
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}
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/**
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* Updates the value at a specified index in the segment tree. Takes O(log n).
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*
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* @param int $index The index to update.
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* @param int|float $value The new value to set.
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* @throws OutOfBoundsException if the index is out of bounds.
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*/
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public function update(int $index, int $value): void
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{
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if ($index < 0 || $index >= $this->arraySize) {
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throw new OutOfBoundsException("Index out of bounds: $index. Must be between 0 and "
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. ($this->arraySize - 1));
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}
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$this->updateTree($this->root, $index, $value);
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$this->currentArray[$index] = $value; // Reflect the update in the original array
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}
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/**
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* Recursively updates the segment tree.
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*
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* @param SegmentTreeNode $node The current node.
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* @param int $index The index to update.
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* @param int|float $value The new value.
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*/
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private function updateTree(SegmentTreeNode $node, int $index, $value): void
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{
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// Leaf node
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if ($node->start == $node->end) {
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$node->value = $value;
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return;
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}
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$mid = $node->start + (int)(($node->end - $node->start) / 2);
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// Decide whether to go to the left or right child
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if ($index <= $mid) {
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$this->updateTree($node->left, $index, $value);
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} else {
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$this->updateTree($node->right, $index, $value);
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}
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// Recompute the value of the current node after the update
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$node->value = $this->callback
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? ($this->callback)($node->left->value, $node->right->value)
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: $node->left->value + $node->right->value;
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}
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/**
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* Performs a range update on a specified segment.
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*
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* @param int $start The starting index of the range.
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* @param int $end The ending index of the range.
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* @param int|float $value The value to set for the range.
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* @throws OutOfBoundsException if the range is invalid.
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*/
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public function rangeUpdate(int $start, int $end, $value): void
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{
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if ($start < 0 || $end >= $this->arraySize || $start > $end) {
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throw new OutOfBoundsException("Invalid range: start = $start, end = $end.");
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}
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$this->rangeUpdateTree($this->root, $start, $end, $value);
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// Update the original array to reflect the range update
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$this->currentArray = array_replace($this->currentArray, array_fill_keys(range($start, $end), $value));
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}
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/**
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* Recursively performs a range update in the segment tree.
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*
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* @param SegmentTreeNode $node The current node.
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* @param int $start The starting index of the range.
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* @param int $end The ending index of the range.
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* @param int|float $value The new value for the range.
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*/
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private function rangeUpdateTree(SegmentTreeNode $node, int $start, int $end, $value): void
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{
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// Leaf node
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if ($node->start == $node->end) {
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$node->value = $value;
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return;
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}
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$mid = $node->start + (int)(($node->end - $node->start) / 2);
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// Determine which segment of the tree to update (Left, Right, Split respectively)
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if ($end <= $mid) {
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$this->rangeUpdateTree($node->left, $start, $end, $value); // Entire range is in the left child
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} elseif ($start > $mid) {
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$this->rangeUpdateTree($node->right, $start, $end, $value); // Entire range is in the right child
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} else {
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// Range is split between left and right children
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$this->rangeUpdateTree($node->left, $start, $mid, $value);
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$this->rangeUpdateTree($node->right, $mid + 1, $end, $value);
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}
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// Recompute the value of the current node after the update
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$node->value = $this->callback
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? ($this->callback)($node->left->value, $node->right->value)
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: $node->left->value + $node->right->value;
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}
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/**
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* Serializes the segment tree into a JSON string.
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*
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* @return string The serialized segment tree as a JSON string.
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*/
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public function serialize(): string
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{
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return json_encode($this->serializeTree($this->root));
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}
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/**
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* Recursively serializes the segment tree.
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*
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* @param SegmentTreeNode|null $node The current node.
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* @return array The serialized representation of the node.
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*/
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private function serializeTree(?SegmentTreeNode $node): array
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{
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if ($node === null) {
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return [];
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}
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return [
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'start' => $node->start,
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'end' => $node->end,
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'value' => $node->value,
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'left' => $this->serializeTree($node->left),
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'right' => $this->serializeTree($node->right),
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];
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}
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/**
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* Deserializes a JSON string into a SegmentTree object.
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*
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* @param string $data The JSON string to deserialize.
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* @return SegmentTree The deserialized segment tree.
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*/
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public static function deserialize(string $data): self
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{
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$array = json_decode($data, true);
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$initialiseArray = array_fill(0, $array['end'] + 1, 0);
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$segmentTree = new self($initialiseArray);
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$segmentTree->root = $segmentTree->deserializeTree($array);
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return $segmentTree;
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}
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/**
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* Recursively deserializes a segment tree from an array representation.
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*
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* @param array $data The serialized data for the node.
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* @return SegmentTreeNode|null The deserialized node.
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*/
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private function deserializeTree(array $data): ?SegmentTreeNode
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{
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if (empty($data)) {
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return null;
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}
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$node = new SegmentTreeNode($data['start'], $data['end'], $data['value']);
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$node->left = $this->deserializeTree($data['left']);
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$node->right = $this->deserializeTree($data['right']);
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return $node;
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}
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}
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