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This code is to implement Huffman compression algorithm.
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using System; | |
using System.Collections.Generic; | |
using System.Linq; | |
namespace DC5 | |
{ | |
class Huff | |
{ | |
public int frequency; | |
public string data; | |
public Huff leftChild, rightChild; | |
public Huff(string data, int frequency) | |
{ | |
this.data = data; | |
this.frequency = frequency; | |
} | |
public Huff(Huff leftChild, Huff rightChild) | |
{ | |
this.leftChild = leftChild; | |
this.rightChild = rightChild; | |
this.data = leftChild.data + ":" + rightChild.data; | |
this.frequency = leftChild.frequency + rightChild.frequency; | |
} | |
} | |
class Man | |
{ | |
public List<string> codec = new List<string>(); | |
public List<string> data = new List<string>(); | |
} | |
class Program | |
{ | |
static void Main(string[] args) | |
{ | |
IList<Huff> list = new List<Huff>(); | |
Console.Write("Enter String: "); | |
string str = Console.ReadLine().ToLower().Replace(" ", "#"); | |
Console.WriteLine("Space will be represented by #"); | |
int n = str.Length, count = 1, flag = 0, pos = 0; | |
int[] d = new int[n]; | |
int[] d1 = new int[n]; | |
char[] c1 = new char[n]; | |
var c = str.ToCharArray(); | |
for (int i = 0; i < n; i++) | |
{ | |
for (int j = i + 1; j < n; j++) | |
{ | |
if (c[i] == c[j]) | |
{ | |
count++; | |
} | |
} | |
d[i] = count; | |
count = 1; | |
} | |
for (int i = 0; i < n; i++) | |
{ | |
for (int j = 0; j < n; j++) | |
{ | |
if (c[i] == c1[j]) | |
{ | |
flag++; | |
} | |
} | |
if (flag == 0) | |
{ | |
c1[pos] = c[i]; | |
d1[pos] = d[i]; | |
pos++; | |
} | |
flag = 0; | |
} | |
for (int i = 0; i < pos; i++) | |
{ | |
Console.Write("{0}\t", c1[i]); | |
} | |
Console.WriteLine(); | |
for (int i = 0; i < pos; i++) | |
{ | |
Console.Write("{0}\t", d1[i]); | |
} | |
int temp; | |
char ch; | |
for (int i = 0; i < pos; i++) | |
{ | |
for (int j = i + 1; j < pos; j++) | |
{ | |
if (d1[i] > d1[j]) | |
{ | |
temp = d1[i]; | |
ch = c1[i]; | |
d1[i] = d1[j]; | |
c1[i] = c1[j]; | |
d1[j] = temp; | |
c1[j] = ch; | |
} | |
} | |
} | |
Console.WriteLine("\n\nAfter Sorting: "); | |
for (int i = pos - 1; i >= 0; i--) | |
{ | |
Console.Write("{0}\t", c1[i]); | |
} | |
Console.WriteLine(); | |
for (int i = pos - 1; i >= 0; i--) | |
{ | |
Console.Write("{0}\t", d1[i]); | |
} | |
double infoBit = 0; | |
for (int i = 0; i < pos; i++) | |
{ | |
double prob, si; | |
prob = d1[i] / (double)n; | |
si = -(Math.Log(prob) / Math.Log(2)); | |
infoBit += (si * d1[i]); | |
} | |
Console.WriteLine("\nTotal Information Count: {0}", infoBit + " Bits"); | |
Console.WriteLine("Number of Bits required before Compression: {0}", (n * 8)); | |
int[] array = new int[pos]; | |
for (int i = 0; i < pos; i++) | |
{ | |
array[i] = d1[i]; | |
} | |
for (int i = 0; i < pos; i++) | |
{ | |
list.Add(new Huff(c1[i].ToString(), array[i])); | |
} | |
Stack<Huff> stack = GetSortedStack(list); | |
while (stack.Count > 1) | |
{ | |
Huff leftChild = stack.Pop(); | |
Huff rightChild = stack.Pop(); | |
Huff parentNode = new Huff(leftChild, rightChild); | |
stack.Push(parentNode); | |
stack = GetSortedStack(stack.ToList<Huff>()); | |
} | |
Huff parentNode1 = stack.Pop(); | |
Man man = new Man(); | |
Console.WriteLine("\nHuffman Code:"); | |
GenerateCode(parentNode1, "", man); | |
string cStr = " "; | |
foreach (var item in str) | |
{ | |
var index = man.data.IndexOf(item.ToString()); | |
cStr += man.codec.ElementAt(index); | |
} | |
int hfBits = 0; | |
foreach (var item in cStr.Replace(" ", "")) | |
{ | |
hfBits++; | |
} | |
Console.WriteLine("Huffman Bits: " + hfBits); | |
Console.WriteLine("\nCoded String: "); | |
Console.WriteLine(cStr.Replace(" ", "")); | |
Console.ReadKey(); | |
} | |
public static Stack<Huff> GetSortedStack(IList<Huff> list) | |
{ | |
for (int i = 0; i < list.Count; i++) | |
{ | |
for (int j = 0; j < list.Count; j++) | |
{ | |
if (list[i].frequency > list[j].frequency) | |
{ | |
Huff tempNode = list[j]; | |
list[j] = list[i]; | |
list[i] = tempNode; | |
} | |
} | |
} | |
Stack<Huff> stack = new Stack<Huff>(); | |
for (int j = 0; j < list.Count; j++) | |
stack.Push(list[j]); | |
return stack; | |
} | |
public static void GenerateCode(Huff parentNode, string code, Man man) | |
{ | |
if (parentNode != null) | |
{ | |
GenerateCode(parentNode.leftChild, code + "0", man); | |
if (parentNode.leftChild == null && parentNode.rightChild == null) | |
{ | |
Console.WriteLine(parentNode.data + "\t" + code); | |
man.codec.Add(code); | |
man.data.Add(parentNode.data); | |
} | |
GenerateCode(parentNode.rightChild, code + "1", man); | |
} | |
} | |
} | |
} |
Hi there, I have some trouble in implement your code. Can you help me, thanks!
@duongnv1996 Hey, How may I help you?
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Output Example: