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Implement huffman encoding algorithm #1242

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87 changes: 87 additions & 0 deletions src/main/java/com/compressions/Huffman.java
Original file line number Diff line number Diff line change
@@ -0,0 +1,87 @@
package com.compressions;

import java.util.*;
import java.util.stream.Collectors;

public final class Huffman {

private final class Node {
private final Character letter;
private final int frequency;
private final Node left;
private final Node right;
private String bitString;

private Node(Character letter, int frequency, Node left, Node right) {
this.letter = letter;
this.frequency = frequency;
this.left = left;
this.right = right;
}
}

private List<Node> parseInput(String input) {
Map<Character, Integer> letters = new LinkedHashMap<>();

for (int i = 0; i < input.length(); i++) {
char character = input.charAt(i);

letters.merge(character, 1, Integer::sum);
}

return letters.entrySet()
.stream()
.map(element -> new Node(element.getKey(), element.getValue(), null, null))
.sorted(Comparator.comparingInt(left -> left.frequency))
.collect(Collectors.toList());
}

private Node buildTree(List<Node> letters) {
while (letters.size() > 1) {
Node left = letters.remove(0);
Node right = letters.remove(0);

letters.add(new Node(null, left.frequency + right.frequency, left, right));

letters.sort(Comparator.comparingInt(node -> node.frequency));
}

return letters.get(0);
}

private void traverseTree(Node root, String bitString, ArrayList<Node> result) {
if (root.letter != null) {
root.bitString = bitString;

result.add(root);

return;
}

this.traverseTree(root.left, bitString + "0", result);
this.traverseTree(root.right, bitString + "1", result);
}

private String createHuffman(ArrayList<Node> nodes, String path) {
StringBuilder result = new StringBuilder();

for (char character : path.toCharArray()) {
result.append(nodes.stream().filter(node -> node.letter == character).findFirst().get().bitString).append(" ");
}

return result.toString().trim();
}

public String encode(String value) {
List<Node> queue = this.parseInput(value);

Node root = this.buildTree(queue);

ArrayList<Node> nodes = new ArrayList<>();

this.traverseTree(root, "", nodes);

return this.createHuffman(nodes, value);
}

}
16 changes: 16 additions & 0 deletions src/test/java/com/compressions/HuffmanTest.java
Original file line number Diff line number Diff line change
@@ -0,0 +1,16 @@
package com.compressions;

import org.junit.jupiter.api.Assertions;
import org.junit.jupiter.api.Test;

final class HuffmanTest {

@Test
void testHuffman() {
Huffman huffman = new Huffman();

Assertions.assertEquals("1100 1101 01 01 101 1110 1111 101 000 01 001 100", huffman.encode("Hello world!"));
Assertions.assertEquals("0000 1101 0001 1110 0010 0011 0100 0101 0110 0111 1000 1101 1001 1010 1110 1011 1111 1100 1111", huffman.encode("The Algorithms Java"));
Assertions.assertEquals("0100 0101 001 001 0110 0111 111 1000 1001 111 1010 1011 1100 1101 111 000", huffman.encode("Huffman encoding"));
}
}