Create huffman_coding_algorithm.cpp

Algorithms/huffman_coding_algorithm.cpp

@@ -0,0 +1,180 @@
+// Huffman Coding in C++
+
+#include <iostream>
+using namespace std;
+
+#define MAX_TREE_HT 50
+
+struct MinHNode {
+  unsigned freq;
+  char item;
+  struct MinHNode *left, *right;
+};
+
+struct MinH {
+  unsigned size;
+  unsigned capacity;
+  struct MinHNode **array;
+};
+
+// Creating Huffman tree node
+struct MinHNode *newNode(char item, unsigned freq) {
+  struct MinHNode *temp = (struct MinHNode *)malloc(sizeof(struct MinHNode));
+
+  temp->left = temp->right = NULL;
+  temp->item = item;
+  temp->freq = freq;
+
+  return temp;
+}
+
+// Create min heap using given capacity
+struct MinH *createMinH(unsigned capacity) {
+  struct MinH *minHeap = (struct MinH *)malloc(sizeof(struct MinH));
+  minHeap->size = 0;
+  minHeap->capacity = capacity;
+  minHeap->array = (struct MinHNode **)malloc(minHeap->capacity * sizeof(struct MinHNode *));
+  return minHeap;
+}
+
+// Print the array
+void printArray(int arr[], int n) {
+  int i;
+  for (i = 0; i < n; ++i)
+    cout << arr[i];
+
+  cout << "\n";
+}
+
+// Swap function
+void swapMinHNode(struct MinHNode **a, struct MinHNode **b) {
+  struct MinHNode *t = *a;
+  *a = *b;
+  *b = t;
+}
+
+// Heapify
+void minHeapify(struct MinH *minHeap, int idx) {
+  int smallest = idx;
+  int left = 2 * idx + 1;
+  int right = 2 * idx + 2;
+
+  if (left < minHeap->size && minHeap->array[left]->freq < minHeap->array[smallest]->freq)
+    smallest = left;
+
+  if (right < minHeap->size && minHeap->array[right]->freq < minHeap->array[smallest]->freq)
+    smallest = right;
+
+  if (smallest != idx) {
+    swapMinHNode(&minHeap->array[smallest],
+           &minHeap->array[idx]);
+    minHeapify(minHeap, smallest);
+  }
+}
+
+// Check if size if 1
+int checkSizeOne(struct MinH *minHeap) {
+  return (minHeap->size == 1);
+}
+
+// Extract the min
+struct MinHNode *extractMin(struct MinH *minHeap) {
+  struct MinHNode *temp = minHeap->array[0];
+  minHeap->array[0] = minHeap->array[minHeap->size - 1];
+
+  --minHeap->size;
+  minHeapify(minHeap, 0);
+
+  return temp;
+}
+
+// Insertion
+void insertMinHeap(struct MinH *minHeap, struct MinHNode *minHeapNode) {
+  ++minHeap->size;
+  int i = minHeap->size - 1;
+
+  while (i && minHeapNode->freq < minHeap->array[(i - 1) / 2]->freq) {
+    minHeap->array[i] = minHeap->array[(i - 1) / 2];
+    i = (i - 1) / 2;
+  }
+
+  minHeap->array[i] = minHeapNode;
+}
+
+// BUild min heap
+void buildMinHeap(struct MinH *minHeap) {
+  int n = minHeap->size - 1;
+  int i;
+
+  for (i = (n - 1) / 2; i >= 0; --i)
+    minHeapify(minHeap, i);
+}
+
+int isLeaf(struct MinHNode *root) {
+  return !(root->left) && !(root->right);
+}
+
+struct MinH *createAndBuildMinHeap(char item[], int freq[], int size) {
+  struct MinH *minHeap = createMinH(size);
+
+  for (int i = 0; i < size; ++i)
+    minHeap->array[i] = newNode(item[i], freq[i]);
+
+  minHeap->size = size;
+  buildMinHeap(minHeap);
+
+  return minHeap;
+}
+
+struct MinHNode *buildHfTree(char item[], int freq[], int size) {
+  struct MinHNode *left, *right, *top;
+  struct MinH *minHeap = createAndBuildMinHeap(item, freq, size);
+
+  while (!checkSizeOne(minHeap)) {
+    left = extractMin(minHeap);
+    right = extractMin(minHeap);
+
+    top = newNode('$', left->freq + right->freq);
+
+    top->left = left;
+    top->right = right;
+
+    insertMinHeap(minHeap, top);
+  }
+  return extractMin(minHeap);
+}
+void printHCodes(struct MinHNode *root, int arr[], int top) {
+  if (root->left) {
+    arr[top] = 0;
+    printHCodes(root->left, arr, top + 1);
+  }
+
+  if (root->right) {
+    arr[top] = 1;
+    printHCodes(root->right, arr, top + 1);
+  }
+  if (isLeaf(root)) {
+    cout << root->item << "  | ";
+    printArray(arr, top);
+  }
+}
+
+// Wrapper function
+void HuffmanCodes(char item[], int freq[], int size) {
+  struct MinHNode *root = buildHfTree(item, freq, size);
+
+  int arr[MAX_TREE_HT], top = 0;
+
+  printHCodes(root, arr, top);
+}
+
+int main() {
+  char arr[] = {'A', 'B', 'C', 'D'};
+  int freq[] = {5, 1, 6, 3};
+
+  int size = sizeof(arr) / sizeof(arr[0]);
+
+  cout << "Char | Huffman code ";
+  cout << "\n----------------------\n";
+  HuffmanCodes(arr, freq, size);
+}