Tuesday, 14 May 2013

16. TEXT COMPRESSION USING HUFFMAN ENCODING


Code:
import java.util.*;
class Element {
            public String info;
            public int frequency;
            Element(){}
            Element(String str){
                        info = str;
                        frequency = 1;
            }
            Element(char ch){
                        info = Character.toString(ch);
                        frequency = 1;
            }
            public String toString(){
                        return info;
            }
}

class Node {
            public Element data;
            public Node left;
            public Node right;
            Node(Element d){
                        data = d;
                        left = right = null;
                       
            }
}

class HoffmannEncoding {
            /*static Element[] randomize(Element e[],int n){
                        Random rgen = new Random();
                       
                        Element el[] = new Element[n];
                        for(int i =0;i<n;i++)
                                    el[i] = e[i];
                        for(int i=0;i<el.length;i++){
                                    int randomPosition = rgen.nextInt(el.length);
                                    Element temp = el[i];
                                    el[i] = el[randomPosition];
                                    el[randomPosition] = temp;
                        }
                        return el;
                       
            }*/
            static Element[] sort(Element e[],int n){
                        Element el[] = new Element[n];
                        /*This stuff is creating problems...I just need to shuffle the elements with minimum frequency and same
                        //Randomizing Algorithm
                        Random rgen = new Random();
                        Boolean flags[] = new Boolean[n];
                        for(int i =0;i<n;i++)
                                    flags[i] = false;
                        for(int i =0;i<n;i++){
                                    int no = rgen.nextInt(n);
                                    if(!flags[no]){
                                                System.out.println("Transferred "+el[i]+" <- "+e[no]);
                                                el[i] = e[no];
                                                System.out.println("Transferring el["+i+"] <- e["+no+"]");
                                                flags[no] = true;
                                    }
                                    else
                                                i--;
                        }
                        System.out.println();
                        */
                        for(int i=0;i<n;i++){ //Simple array copy
                                    el[i] = e[i];
                        }                      
                        //Sorting Algorithm
                        for(int i=0;i<n;i++){
                                    for(int j=0;j<n-i-1;j++){
                                                if(el[j].frequency < el[j+1].frequency){
                                                            Element temp = el[j];
                                                            el[j] = el[j+1];
                                                            el[j+1] = temp;
                                                }
                                    }
                        }
                        return el;
                       
            }
           
            static void display(Node root){
                        Node temp = root;
                        if(temp==null)
                                    return;
                        display(temp.left);
                        System.out.println(temp.data.info);
                        display(temp.right);
            }
           
            public static String code(String str,Node root){
                        Node temp = root;
                        String hfcode = "";
                        try{
                        while(temp!=null){
                                    while(temp.left.data.info.indexOf(str)!=-1 && temp.left!=null){
                                                temp = temp.left;
                                                hfcode = hfcode + "0";
                                    }
                                    while(temp.right.data.info.indexOf(str)!=-1 && temp.right!=null){
                                                temp = temp.right;
                                                hfcode = hfcode + "1";
                                    }
                                    if(temp.data.info.equals(str))
                                                break;
                                    }
                        }catch(Exception e){}
                                    return hfcode;
            }
           
            public static void main(String args[]){
                        Boolean same = false;
                        int i,j;
                        Scanner s = new Scanner(System.in);
                        System.out.print("Enter the string : ");
                        String str = s.nextLine();
                        System.out.println(str);
                       
                        //Calculating Frequencies
                        Element el[] = new Element[str.length()];
                        el[0] = new Element(str.charAt(0));
                        for(j = 1,i = 1;i<str.length();i++){
                                    char ch = str.charAt(i);
                                    for(int k = 0;k<str.length() && el[k]!=null;k++){
                                                same =false;
                                                            if(el[k].info.equals(Character.toString(ch))){
                                                                        el[k].frequency++;
                                                                        same = true;
                                                                        break;
                                                            }
                                    }
                                    if(!same){
                                                el[j++] = new Element(ch);
                                    }
                        }
                        System.out.println("Character\tFrequency");
                       
                        Element comparisons[][] = new Element[j][j];
                       
                        for(i=0;i<j;i++)
                                    System.out.println(el[i].info+"\t\t"+el[i].frequency);
                        //Calculated Frequencies
                       
                        //Creating Nodes --- start
                        comparisons[0] = sort(el,j);
                        //try{
                        for(i = 1;i<j+1;i++){
                                    comparisons[i] = sort(comparisons[i-1],j-i);
                                    //I guess I can shuffle up something over here...
                                    int l=j-i;
                                    while(comparisons[i-1][l-1].frequency == comparisons[i-1][l].frequency && l>=0)
                                                l--;
                                    System.out.println("l="+l);
                                    for(int f=l,b=j-i;f<b;f++,b--){
                                                Element temp = comparisons[i-1][f];
                                                comparisons[i-1][f] = comparisons[i-1][b];
                                                comparisons[i-1][b] = temp;
                                    }
                                    int totalFreq = comparisons[i-1][j-i-1].frequency + comparisons[i-1][j-i].frequency;
                                    comparisons[i][j-i-1] = new Element(comparisons[i-1][j-i-1].info + comparisons[i-1][j-i].info);
                                    comparisons[i][j-i-1].frequency = totalFreq;
                        }//}catch(Exception e){System.out.println(e);}
                        System.out.println("Creating Nodes...");
                        //Displaying the Comparison Array
                       
                        for(i=0;i<j;i++){
                                    for(int k=0;k<j-i;k++)
                                                            System.out.println(comparisons[i][k].info+"\t\t"+comparisons[i][k].frequency);
                        System.out.println("\n***\n");
                        }
                       
                        //Created Nodes --- end
                       
                        //Building Tree
                        Node root = new Node(comparisons[j-1][0]);
                        Node temp = root;
                        for(i=j-2;i>=0;i--){
                                    for(int k = 0;k<j-i-1;k++){
                                                temp.left = new Node(comparisons[i][k]);
                                                temp.right = new Node(comparisons[i][k+1]);
                                    }
                                    temp = temp.right;
                        }
                        System.out.println("Inorder Traversal of the Binary Tree");
                        display(root);
                        //Builded the Tree
                       
                        //Calculating Codes
                        System.out.println("Character\tCode");
                        for(i=0;i<j;i++)
                        System.out.println(comparisons[0][i]+"\t\t\t"+code(comparisons[0][i].info,root));
                        //Completed...
            }
}

OUTPUT:
Enter the string : structure
structure
Character          Frequency
s                       1
t                       2
r                       2
u                      2
c                       1
e                      1
Creating Nodes...
t                       2
r                       2
u                      2
s                       1
c                       1
e                      1

***

t                       2
r                       2
u                      2
s                       1
ce                     2

***

t                       2
r                       2
u                      2
sce                    3

***

t                       2
r                       2
usce                  5

***

t                       2
rusce                 7

***

trusce                9

***

Inorder Traversal of the Binary Tree
t
trusce
r
rusce
u
usce
s
sce
c
ce
e

Character          Code
t                                   0
r                                   10
u                                  110
s                                   1110
c                                   11110
e                                  11111


Need the code??

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