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testing.cpp
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#include <iostream>
#include <map>
#include <queue>
#include <unordered_map>
#include <vector>
#include <cstring>
#include <fstream>
#define VERSION 2.0.0
using namespace std;
class node
{
public:
char ch;
int freq;
node *left;
node *right;
node(char c, int f, node *l, node *r)
{
this->ch = c;
this->freq = f;
this->left = l;
this->right = r;
}
};
// function to find char freq using map
map<char, int> charFreq(string str)
{
// populating freqTable map
map<char, int> freqTable;
for (char i : str)
freqTable[i]++;
// printing the freqTable map
// this code should be remove afterwards
// map<char, int>:: iterator it = freqTable.begin();;
// while (it != freqTable.end()){
// cout << "Key: " << it->first << " Value: " << it->second << std::endl;
// ++it;
// }
return freqTable;
}
// overloaded function which creates freqTable with file
map<char, int> charFreq(ifstream &text)
{
map<char, int> freqTable;
char ch;
while (text.get(ch))
{
freqTable[ch]++;
}
// printing the freqTable map
// this code should be remove afterwards
map<char, int>::iterator it = freqTable.begin();
;
while (it != freqTable.end())
{
cout << "Key: " << it->first << " Value: " << it->second << std::endl;
++it;
}
return freqTable;
}
// object to compare frequency of two nodes
// used in priority queue
class comp
{
public:
bool operator()(node *a, node *b)
{
return a->freq > b->freq;
}
};
// function to build huffman tree
node *BuildHuffTree(map<char, int> freqTable)
{
// creating a priority queue
priority_queue<node *, vector<node *>, comp> pq;
for (auto pair : freqTable)
{
// adding nodes to priority queue in increasing order of frequency
pq.push(new node(pair.first, pair.second, NULL, NULL));
}
// creating the nodes
while (pq.size() != 1)
{
// left node
node *l = pq.top();
pq.pop();
// right node
node *r = pq.top();
pq.pop();
int sum = l->freq + r->freq;
// pushing null character containing the sum of the left and right nodes and having the left and right nodes
// as its children
pq.push(new node('\0', sum, l, r));
}
node *root = pq.top();
return root;
}
void inorderTraversal(node *root)
{
if (root == NULL)
return;
inorderTraversal(root->left);
cout << root->ch << " ";
inorderTraversal(root->right);
}
void printSummary(int stringLength, unordered_map<char, string> &huffMap, string para)
{
int decodedLength = stringLength * 8;
int encodedLength = 0;
for (auto ch : para)
{
encodedLength += huffMap[ch].length(); // huffMap[ch] will give corresponding huffman binary string whose len we will add to encoded data
}
int mapSize = 0;
for (auto pair : huffMap)
{
// adding 8 for every iteration since ascii represn of every char takes 8 bits
mapSize += 8 + pair.second.length();
;
}
cout << endl;
cout << "Compression Performance" << endl;
cout << "Initial length: " << decodedLength << endl;
cout << "Encoded length: " << encodedLength << endl;
float ratio = float(encodedLength + mapSize) / float(decodedLength);
cout << "Map size:" << mapSize << endl;
cout << "Size reduced to :" << ratio * 100 << "%" << endl;
cout << "Bits saved: " << decodedLength - (mapSize + encodedLength) << endl;
}
void buildCharToBinaryMapping(node *root, string bin, unordered_map<char, string> &huffMap)
{
if (root == NULL)
return;
buildCharToBinaryMapping(root->left, bin + "0", huffMap);
if (root->ch != '\0')
{
cout << root->ch << " : " << bin << endl;
huffMap[root->ch] = bin;
}
buildCharToBinaryMapping(root->right, bin + "1", huffMap);
}
string createEncodedString(string para, unordered_map<char, string> &HuffMap)
{
string encoded = "";
for (auto ch : para)
{
encoded += HuffMap[ch];
}
return encoded;
}
string createEncodedString(ifstream &text, unordered_map<char, string> &HuffMap)
{
string encoded = "";
char ch;
while (text.get(ch))
{
encoded += HuffMap[ch];
}
return encoded;
}
string decodeEncodedString(string encodedStr, unordered_map<char, string> &HuffMap)
{
string currentHuffStr = "";
string decoded = "";
for (auto ch : encodedStr)
{
currentHuffStr += ch;
// check presence of given value to find the key in HuffMap by iterating over the map;
for (auto pair : HuffMap)
{
if (pair.second == currentHuffStr)
{
decoded += pair.first;
currentHuffStr = ""; // reset currentHuffString karan key sapadli
}
}
}
return decoded;
}
// unnecessary code
// takes text and huffMap as input and outputs the bin string
string encode(string para, unordered_map<char, string> huffMap)
{
// evaluating the length of compressed string;
int encodedLength;
for (auto ch : para)
{
encodedLength += huffMap[ch].length();
}
// making char array of required length
string output;
output.reserve(encodedLength);
for (auto ch : para)
{
output.append(huffMap[ch]);
}
return output;
}
// decode takes the bin string, huffman tree and converts it to text
vector<char> decode(node *root, string bin)
{
node *rootCopy = root;
int binItr = 0;
vector<char> decodedText;
while (binItr < bin.size())
{
if (root->ch == '\0' && bin[binItr] == '0')
{
root = root->left;
binItr++;
}
else if (root->ch == '\0' && bin[binItr] == '1')
{
root = root->right;
binItr++;
}
else if (root->ch != '\0')
{
decodedText.push_back(root->ch);
root = rootCopy;
}
}
decodedText.push_back(root->ch);
return decodedText;
}
int main(int argc, char **argv)
{
// string para = string("linus benedict torvalds is a finnish software engineer who is the creator and, historically, the lead developer of the linux kernel, used by linux distributions and other operating systems such as android. he also created the distributed version control system git");
// if there are insufficient parameters
/*
if(argc != 3){
cout<<"usage:"<<endl;
cout<<"./main -parameter \"text that will be compressed\""<<endl;
cout<<"parameters:\n\t-e : encode given text string\n\t-d : decode given bin string"<<endl;
return 1;
}
*/
// if there are sufficient parameters
// following block for file handling
// if(strcmp(argv[1], "-f") == 0){
ifstream text;
// text.open(argv[2]);
text.open("linusRizzLord.txt");
if (!text.is_open())
{
std::cout << "File not found." << std::endl;
return 1; // Return a non-zero value to indicate an error
}
// creating char frequencey map and huffman tree
map<char, int> freqTable = charFreq(text);
node *huffRoot = BuildHuffTree(freqTable);
// creating huffMap from huffman tree
cout << "Char to Bin Mapping" << endl;
unordered_map<char, string> huffMap;
buildCharToBinaryMapping(huffRoot, "", huffMap);
// printSummary(input.length(), huffMap, input);
// encoding the input string
// text.seekg(0, ios::beg); // set cursor to start of file
text.close();
text.open("linusRizzLord.txt"); // oddly closing and opening again solved problem
string encoded = createEncodedString(text, huffMap);
cout << "encoded string" << encoded << endl;
// just need to figure out how to write bits to file
return 0;
// }
/*
// following block for cli program
// storing text passed as argument into a string
string input = argv[2];
// creating char frequencey map and huffman tree
map<char, int> freqTable = charFreq(input);
node* huffRoot = BuildHuffTree(freqTable);
// creating huffMap from huffman tree
cout<<"Char to Bin Mapping"<<endl;
unordered_map<char,string> huffMap;
buildCharToBinaryMapping(huffRoot, "", huffMap);
printSummary(input.length(), huffMap, input);
// encoding the input string
string encoded = createEncodedString(input, huffMap);
cout<<endl<<"Encoded string: "<<encoded<<endl;
// decoding the input string
string decoded = decodeEncodedString(encoded, huffMap);
cout<<endl<<"Decoded string: "<<decoded<<endl;
// comparing input and decoded string
cout<<"\nChecking data integrity after decompression..."<<endl;
if(input == decoded)
cout<<"Success ;)"<<endl;
else cout<<"Data Loss!!"<<endl;
return 0;
*/
}