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| 1 | +package com.thealgorithms.datastructures.tries; |
| 2 | + |
| 3 | +import java.util.HashMap; |
| 4 | +import java.util.Map; |
| 5 | + |
| 6 | +/** |
| 7 | + * A Trie (prefix tree) data structure implementation for storing strings. |
| 8 | + * |
| 9 | + * <p> |
| 10 | + * The Trie allows for efficient insertion, search, and prefix-matching |
| 11 | + * operations. |
| 12 | + * It is commonly used for tasks such as autocomplete, spell checking, and |
| 13 | + * dictionary storage. |
| 14 | + * |
| 15 | + * <p> |
| 16 | + * This implementation supports only lowercase English letters by default but |
| 17 | + * can |
| 18 | + * be easily extended to handle other character sets using a {@link HashMap}. |
| 19 | + * |
| 20 | + * <p> |
| 21 | + * Trie is not thread-safe and should not be accessed by multiple threads |
| 22 | + * concurrently. |
| 23 | + */ |
| 24 | +public class Trie { |
| 25 | + |
| 26 | + /** The root node of the Trie. */ |
| 27 | + private final TrieNode root; |
| 28 | + |
| 29 | + /** |
| 30 | + * Constructs an empty Trie. |
| 31 | + * <p> |
| 32 | + * This initializes the Trie with an empty root node. |
| 33 | + */ |
| 34 | + public Trie() { |
| 35 | + root = new TrieNode(); |
| 36 | + } |
| 37 | + |
| 38 | + /** |
| 39 | + * Inserts a word into the Trie. |
| 40 | + * |
| 41 | + * <p> |
| 42 | + * This method adds all characters of the specified word into the Trie. |
| 43 | + * If a character path does not exist, it is created. At the end of the word, |
| 44 | + * the terminal node is marked as an end of a valid word. |
| 45 | + * |
| 46 | + * @param word the word to insert; must not be {@code null} or empty |
| 47 | + */ |
| 48 | + public void insert(String word) { |
| 49 | + TrieNode currentNode = root; |
| 50 | + for (char ch : word.toCharArray()) { |
| 51 | + currentNode.children.putIfAbsent(ch, new TrieNode()); |
| 52 | + currentNode = currentNode.children.get(ch); |
| 53 | + } |
| 54 | + currentNode.isEndOfWord = true; |
| 55 | + } |
| 56 | + |
| 57 | + /** |
| 58 | + * Checks whether the Trie contains a specific word. |
| 59 | + * |
| 60 | + * <p> |
| 61 | + * This method returns {@code true} only if the exact word has been inserted |
| 62 | + * into the Trie earlier. |
| 63 | + * |
| 64 | + * @param word the word to check for; must not be {@code null} |
| 65 | + * @return {@code true} if the Trie contains the specified word; {@code false} |
| 66 | + * otherwise |
| 67 | + */ |
| 68 | + public boolean search(String word) { |
| 69 | + TrieNode currentNode = root; |
| 70 | + for (char ch : word.toCharArray()) { |
| 71 | + currentNode = currentNode.children.get(ch); |
| 72 | + if (currentNode == null) { |
| 73 | + return false; |
| 74 | + } |
| 75 | + } |
| 76 | + return currentNode.isEndOfWord; |
| 77 | + } |
| 78 | + |
| 79 | + /** |
| 80 | + * Checks whether there is any word in the Trie that starts with the given |
| 81 | + * prefix. |
| 82 | + * |
| 83 | + * <p> |
| 84 | + * This method is useful for prefix-based searches or autocomplete |
| 85 | + * functionality. |
| 86 | + * |
| 87 | + * @param prefix the prefix to check for; must not be {@code null} |
| 88 | + * @return {@code true} if there is at least one word starting with the prefix; |
| 89 | + * {@code false} otherwise |
| 90 | + */ |
| 91 | + public boolean startsWith(String prefix) { |
| 92 | + TrieNode currentNode = root; |
| 93 | + for (char ch : prefix.toCharArray()) { |
| 94 | + currentNode = currentNode.children.get(ch); |
| 95 | + if (currentNode == null) { |
| 96 | + return false; |
| 97 | + } |
| 98 | + } |
| 99 | + return true; |
| 100 | + } |
| 101 | + |
| 102 | + /** |
| 103 | + * Represents a single node in the Trie. |
| 104 | + * |
| 105 | + * <p> |
| 106 | + * Each node maintains a mapping of character children and a flag indicating |
| 107 | + * whether it represents the end of a valid word. |
| 108 | + */ |
| 109 | + private static class TrieNode { |
| 110 | + private final Map<Character, TrieNode> children; |
| 111 | + private boolean isEndOfWord; |
| 112 | + |
| 113 | + /** |
| 114 | + * Constructs an empty TrieNode. |
| 115 | + * |
| 116 | + * <p> |
| 117 | + * Initializes an empty map for child nodes and sets the end-of-word flag to |
| 118 | + * false. |
| 119 | + */ |
| 120 | + TrieNode() { |
| 121 | + children = new HashMap<>(); |
| 122 | + isEndOfWord = false; |
| 123 | + } |
| 124 | + } |
| 125 | +} |
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