Enhance Trie data structure with added methods and tests (#5538)

This commit is contained in:
Sailok Chinta
2024-10-08 02:41:55 +05:30
committed by GitHub
parent 6868bf8ba0
commit 5dcf6c0f29
3 changed files with 129 additions and 51 deletions

View File

@ -1,5 +1,28 @@
package com.thealgorithms.datastructures.trees;
import java.util.HashMap;
/**
* Represents a Trie Node that stores a character and pointers to its children.
* Each node has a hashmap which can point to all possible characters.
* Each node also has a boolean value to indicate if it is the end of a word.
*/
class TrieNode {
char value;
HashMap<Character, TrieNode> child;
boolean end;
/**
* Constructor to initialize a TrieNode with an empty hashmap
* and set end to false.
*/
TrieNode(char value) {
this.value = value;
this.child = new HashMap<>();
this.end = false;
}
}
/**
* Trie Data structure implementation without any libraries.
* <p>
@ -14,27 +37,11 @@ package com.thealgorithms.datastructures.trees;
* possible character.
*
* @author <a href="https://github.com/dheeraj92">Dheeraj Kumar Barnwal</a>
* @author <a href="https://github.com/sailok">Sailok Chinta</a>
*/
public class TrieImp {
/**
* Represents a Trie Node that stores a character and pointers to its children.
* Each node has an array of 26 children (one for each letter from 'a' to 'z').
*/
public class TrieNode {
TrieNode[] child;
boolean end;
/**
* Constructor to initialize a TrieNode with an empty child array
* and set end to false.
*/
public TrieNode() {
child = new TrieNode[26];
end = false;
}
}
public class Trie {
private static final char ROOT_NODE_VALUE = '*';
private final TrieNode root;
@ -42,8 +49,8 @@ public class TrieImp {
* Constructor to initialize the Trie.
* The root node is created but doesn't represent any character.
*/
public TrieImp() {
root = new TrieNode();
public Trie() {
root = new TrieNode(ROOT_NODE_VALUE);
}
/**
@ -57,13 +64,15 @@ public class TrieImp {
public void insert(String word) {
TrieNode currentNode = root;
for (int i = 0; i < word.length(); i++) {
TrieNode node = currentNode.child[word.charAt(i) - 'a'];
TrieNode node = currentNode.child.getOrDefault(word.charAt(i), null);
if (node == null) {
node = new TrieNode();
currentNode.child[word.charAt(i) - 'a'] = node;
node = new TrieNode(word.charAt(i));
currentNode.child.put(word.charAt(i), node);
}
currentNode = node;
}
currentNode.end = true;
}
@ -80,13 +89,14 @@ public class TrieImp {
public boolean search(String word) {
TrieNode currentNode = root;
for (int i = 0; i < word.length(); i++) {
char ch = word.charAt(i);
TrieNode node = currentNode.child[ch - 'a'];
TrieNode node = currentNode.child.getOrDefault(word.charAt(i), null);
if (node == null) {
return false;
}
currentNode = node;
}
return currentNode.end;
}
@ -104,40 +114,89 @@ public class TrieImp {
public boolean delete(String word) {
TrieNode currentNode = root;
for (int i = 0; i < word.length(); i++) {
char ch = word.charAt(i);
TrieNode node = currentNode.child[ch - 'a'];
TrieNode node = currentNode.child.getOrDefault(word.charAt(i), null);
if (node == null) {
return false;
}
currentNode = node;
}
if (currentNode.end) {
currentNode.end = false;
return true;
}
return false;
}
/**
* Helper method to print a string to the console.
* Counts the number of words in the trie
*<p>
* The method traverses the Trie and counts the number of words.
*
* @param print The string to be printed.
* @return count of words
*/
public static void sop(String print) {
System.out.println(print);
public int countWords() {
return countWords(root);
}
private int countWords(TrieNode node) {
if (node == null) {
return 0;
}
int count = 0;
if (node.end) {
count++;
}
for (TrieNode child : node.child.values()) {
count += countWords(child);
}
return count;
}
/**
* Validates if a given word contains only lowercase alphabetic characters
* (a-z).
* <p>
* The method uses a regular expression to check if the word matches the pattern
* of only lowercase letters.
* Check if the prefix exists in the trie
*
* @param word The word to be validated.
* @return true if the word is valid (only a-z), false otherwise.
* @param prefix the prefix to be checked in the Trie
* @return true / false depending on the prefix if exists in the Trie
*/
public static boolean isValid(String word) {
return word.matches("^[a-z]+$");
public boolean startsWithPrefix(String prefix) {
TrieNode currentNode = root;
for (int i = 0; i < prefix.length(); i++) {
TrieNode node = currentNode.child.getOrDefault(prefix.charAt(i), null);
if (node == null) {
return false;
}
currentNode = node;
}
return true;
}
/**
* Count the number of words starting with the given prefix in the trie
*
* @param prefix the prefix to be checked in the Trie
* @return count of words
*/
public int countWordsWithPrefix(String prefix) {
TrieNode currentNode = root;
for (int i = 0; i < prefix.length(); i++) {
TrieNode node = currentNode.child.getOrDefault(prefix.charAt(i), null);
if (node == null) {
return 0;
}
currentNode = node;
}
return countWords(currentNode);
}
}