I'm a beginner trying to decode a text in a huffman tree. I think I'm almost there, but when I run the code, I get an exception in thread "main". It says line 97, where I throw an expection if (root == null), but I don't see how root can be null. Can anyone help me understand why and how to fix this?
The expected output looks something like this:
java Test “Huffman tree test”
Encoded text: 010001111001001101111010110010111101010000101111000110111
Compression ratio: 41%
Decoded text: Huffman tree test
The output I'm getting is:
java Test “Huffman tree test”
Encoded text: 010011010010111001101101101110011110100000100111001011111
Compression ratio: 335.0
Exception in thread "main" java.lang.RuntimeException: Invalid input.
at Tree.Decode(Tree.java:97)
at Test.main(Test.java:24)
This is my code, both the Tree class and the Test class:
class Tree
{
Node root;
Node leaf_nodes[];
public void CreateLeafNodes(String ascii_text)
{
// Array of leaf nodes indexed by ASCII code
leaf_nodes = new Node[256];
// Parse text
for (int i = 0; i< ascii_text.length();i++)
{
// Get ASCII code for current character
int ascii_code = ascii_text.charAt(i);
// Create node if it does not exist
if (leaf_nodes[ascii_code] == null)
leaf_nodes[ascii_code] = new Node(ascii_code);
// Increment frequncy
leaf_nodes[ascii_code].frequency++;
}
}
public void BuildTree()
{
// Create heap
Heap heap = new Heap();
// Insert all leaf nodes
for (int i = 0; i < 256; i++)
if (leaf_nodes[i] != null)
heap.Insert(leaf_nodes[i]);
// Build tree
while(heap.GetLength() > 1)
{
// Extract 2 nodes with minimum frequency
Node left = (Node) heap.ExtractMax();
Node right = (Node) heap.ExtractMax();
// Create new node and make it the root for now
root = new Node(0);
root.left = left;
root.right = right;
root.frequency = left.frequency + right.frequency;
// Insert new node in heap
heap.Insert(root);
}
// Set Huffman codes
root.SetHuffmanCode("");
}
public String Encode(String ascii_text)
{
// Initialize result
String huffman_text = "";
// Traverse ASCII text
for (int i = 0; i < ascii_text.length(); i++)
{
// Get ASCII code
int ascii_code = ascii_text.charAt(i);
// Check if character is supported
if (leaf_nodes[ascii_code] == null)
throw new RuntimeException("Character not supported: " +
ascii_text.charAt(i));
// Get Huffman code
String huffman_code = leaf_nodes[ascii_code].huffman_code;
// Add it
huffman_text += huffman_code;
// Message
System.out.println(ascii_text.charAt(i) + " -> " + huffman_code);
}
// Result
return huffman_text;
}
public String Decode(String huffman_text)
{
// Initialize result
String ascii_text = "";
// Traverse huffman text
for (int i = 0; i < huffman_text.length(); i++)
{
if(root == null)
{
throw new RuntimeException("Invalid input.");
}
if (huffman_text.charAt(i) == '0')
root = root.left;
else if (huffman_text.charAt(i) == '1')
root = root.right;
ascii_text += huffman_text.charAt(i);
}
// Result
return ascii_text;
}
}
class Test
{
public static void main(String args[])
{
float compression;
Tree tree = new Tree();
if (args.length == 0)
throw new RuntimeException("Please enter an argument. ");
String ascii_text = args[0];
tree.CreateLeafNodes(ascii_text);
tree.BuildTree();
System.out.println(ascii_text);
String huffman_text = tree.Encode(ascii_text);
System.out.println("Encoded text: " + huffman_text);
compression = huffman_text.length() * 100/ascii_text.length();
System.out.println("Compression ratio: " + compression);
String ascii_text_2 = tree.Decode(huffman_text);
System.out.println("Decoded text: " + ascii_text_2);
}
}
At this line you create a Node without a left and right. So left and right are null.
leaf_nodes[ascii_code] = new Node(ascii_code);
Here you add this node with null leftright to the heap.
heap.Insert(leaf_nodes[i]);
and here you set root to the node with null leftright
root.left = left;
So now root.left
contains a node without a left or right.
Here you set root to null:
root = root.left;
And that's why root is null