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huffmanEncoding.cpp
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107 lines (82 loc) · 1.95 KB
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#include <bits/stdc++.h>
using namespace std;
struct Node{
char ch;
int freq;
Node *left, *right;
};
Node* getNode(char ch, int freq, Node* left, Node* right){
Node* node = new Node();
node->ch = ch;
node->freq = freq;
node->left = left;
node->right = right;
return node;
}
struct comp{
bool operator()(Node* l, Node* r){
return l->freq > r->freq;
}
};
void encode(Node* root, string str,unordered_map<char, string> &huffmanCode){
if (root == nullptr)
return;
if (!root->left && !root->right) {
huffmanCode[root->ch] = str;
}
encode(root->left, str + "0", huffmanCode);
encode(root->right, str + "1", huffmanCode);
}
void decode(Node* root, int &index, string str){
if (root == nullptr) {
return;
}
if (!root->left && !root->right){
cout << root->ch;
return;
}
index++;
if (str[index] =='0')
decode(root->left, index, str);
else
decode(root->right, index, str);
}
void buildHuffmanTree(string text){
unordered_map<char, int> freq;
for (char ch: text) {
freq[ch]++;
}
priority_queue<Node*, vector<Node*>, comp> pq;
for (auto pair: freq) {
pq.push(getNode(pair.first, pair.second, nullptr, nullptr));
}
while (pq.size() != 1){
Node *left = pq.top(); pq.pop();
Node *right = pq.top(); pq.pop();
int sum = left->freq + right->freq;
pq.push(getNode('\0', sum, left, right));
}
Node* root = pq.top();
unordered_map<char, string> huffmanCode;
encode(root, "", huffmanCode);
cout << "Huffman Codes are :\n" << '\n';
for (auto pair: huffmanCode) {
cout << pair.first << " " << pair.second << '\n';
}
cout << "\nOriginal string was :\n" << text << '\n';
string str = "";
for (char ch: text) {
str += huffmanCode[ch];
}
cout << "\nEncoded string is :\n" << str << '\n';
int index = -1;
cout << "\nDecoded string is: \n";
while (index < (int)str.size() - 2) {
decode(root, index, str);
}
}
int main(){
string text = "Huffman coding is a data compression algorithm.";
buildHuffmanTree(text);
return 0;
}