C: Huffman Coding

 

HuffmanCoding.h

/**
 * *****************************************************************************
 * @file        HuffmanCoding.h
 * @brief       Huffman Coding https://www.programiz.com/dsa/huffman-coding#google_vignette
 * IDE VSCODE    https://www.geeksforgeeks.org/huffman-coding-greedy-algo-3/
 * @author       (geovindu,Geovin Du,涂聚文)
 * @date        2023-09-27
 * @copyright   geovindu
 * *****************************************************************************
 */

#ifndef HUFFMANCODING_H
#define HUFFMANCODING_H


#include<stdio.h>
#include<stdbool.h> 

#define MAX_TREE_HT 50

struct MinHNode {
  char item;
  unsigned freq;
  struct MinHNode *left, *right;
};

struct MinHeap {
  unsigned size;
  unsigned capacity;
  struct MinHNode **array;
};

/**
 * @brief       Create nodes
 * 
 * @param       item 
 * @param       freq 
 * @return      struct MinHNode* 
 */
struct MinHNode *newNode(char item, unsigned freq);

/**
 * @brief       Create a Min H object Create min heap
 * 
 * @param       capacity 
 * @return      struct MinHeap* 
 */
struct MinHeap *createMinH(unsigned capacity);


/**
 * @brief       Function to swap
 * 
 * @param       a 
 * @param       b 
 */
void swapMinHNode(struct MinHNode **a, struct MinHNode **b);

/**
 * @brief       Heapify
 * 
 * @param       minHeap 
 * @param       idx 
 */
void minHeapify(struct MinHeap *minHeap, int idx);


/**
 * @brief       Check if size if 1
 * 
 * @param       minHeap 
 * @return      int 
 */
int checkSizeOne(struct MinHeap *minHeap);


/**
 * @brief       Extract min
 * 
 * @param       minHeap 
 * @return      struct MinHNode* 
 */
struct MinHNode *extractMin(struct MinHeap *minHeap);


/**
 * @brief       Insertion function
 * 
 * @param       minHeap 
 * @param       minHeapNode 
 */
void insertMinHeap(struct MinHeap *minHeap, struct MinHNode *minHeapNode);


/**
 * @brief       
 * 
 * @param       minHeap 
 */
void buildMinHeap(struct MinHeap *minHeap);

/**
 * @brief       
 * 
 * @param       root 
 * @return      int 
 */
int isLeaf(struct MinHNode *root);


/**
 * @brief       Create a And Build Min Heap object
 * 
 * @param       item 
 * @param       freq 
 * @param       size 
 * @return      struct MinHeap* 
 */
struct MinHeap *createAndBuildMinHeap(char item[], int freq[], int size);


/**
 * @brief       
 * 
 * @param       item 
 * @param       freq 
 * @param       size 
 * @return      struct MinHNode* 
 */
struct MinHNode *buildHuffmanTree(char item[], int freq[], int size);


/**
 * @brief       
 * 
 * @param       root 
 * @param       arr 
 * @param       top 
 */
void printHCodes(struct MinHNode *root, int arr[], int top);


/**
 * @brief       Wrapper function
 * 
 * @param       item 
 * @param       freq 
 * @param       size 
 */
void HuffmanCodes(char item[], int freq[], int size);


/**
 * @brief       Print the array
 * 
 * @param       arr 
 * @param       n 
 */
void HuffmanPrintArray(int arr[], int n);




#endif

　　

HuffmanCoding.c

 

/**
 * *****************************************************************************
 * @file        HuffmanCoding.c
 * @brief       Huffman Coding 霍夫曼编码
 * @author       (geovindu,Geovin Du,涂聚文)
 * @date        2023-09-27
 * @copyright   geovindu
 * *****************************************************************************
 */

#include<stdio.h>
#include<stdbool.h> 
#include "include/HuffmanCoding.h"


/**
 * @brief       Create nodes
 * 
 * @param       item 
 * @param       freq 
 * @return      struct MinHNode* 
 */
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;
}

/**
 * @brief       Create a Min H object Create min heap
 * 
 * @param       capacity 
 * @return      struct MinHeap* 
 */
struct MinHeap *createMinH(unsigned capacity) {
  struct MinHeap *minHeap = (struct MinHeap *)malloc(sizeof(struct MinHeap));

  minHeap->size = 0;

  minHeap->capacity = capacity;

  minHeap->array = (struct MinHNode **)malloc(minHeap->capacity * sizeof(struct MinHNode *));
  return minHeap;
}

/**
 * @brief       Function to swap
 * 
 * @param       a 
 * @param       b 
 */
void swapMinHNode(struct MinHNode **a, struct MinHNode **b) {
  struct MinHNode *t = *a;
  *a = *b;
  *b = t;
}

/**
 * @brief       Heapify
 * 
 * @param       minHeap 
 * @param       idx 
 */
void minHeapify(struct MinHeap *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);
  }
}

/**
 * @brief       Check if size if 1
 * 
 * @param       minHeap 
 * @return      int 
 */
int checkSizeOne(struct MinHeap *minHeap) {
  return (minHeap->size == 1);
}

/**
 * @brief       Extract min
 * 
 * @param       minHeap 
 * @return      struct MinHNode* 
 */
struct MinHNode *extractMin(struct MinHeap *minHeap) {
  struct MinHNode *temp = minHeap->array[0];
  minHeap->array[0] = minHeap->array[minHeap->size - 1];

  --minHeap->size;
  minHeapify(minHeap, 0);

  return temp;
}

/**
 * @brief       Insertion function
 * 
 * @param       minHeap 
 * @param       minHeapNode 
 */
void insertMinHeap(struct MinHeap *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;
}

/**
 * @brief       
 * 
 * @param       minHeap 
 */
void buildMinHeap(struct MinHeap *minHeap) {
  int n = minHeap->size - 1;
  int i;

  for (i = (n - 1) / 2; i >= 0; --i)
    minHeapify(minHeap, i);
}

/**
 * @brief       
 * 
 * @param       root 
 * @return      int 
 */
int isLeaf(struct MinHNode *root) {
  return !(root->left) && !(root->right);
}

/**
 * @brief       Create a And Build Min Heap object
 * 
 * @param       item 
 * @param       freq 
 * @param       size 
 * @return      struct MinHeap* 
 */
struct MinHeap *createAndBuildMinHeap(char item[], int freq[], int size) {
  struct MinHeap *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;
}

/**
 * @brief       
 * 
 * @param       item 
 * @param       freq 
 * @param       size 
 * @return      struct MinHNode* 
 */
struct MinHNode *buildHuffmanTree(char item[], int freq[], int size) {
  struct MinHNode *left, *right, *top;
  struct MinHeap *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);
}

/**
 * @brief       
 * 
 * @param       root 
 * @param       arr 
 * @param       top 
 */
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)) {
    printf("  %c   | ", root->item);
    HuffmanPrintArray(arr, top);
  }
}

/**
 * @brief       Wrapper function
 * 
 * @param       item 
 * @param       freq 
 * @param       size 
 */
void HuffmanCodes(char item[], int freq[], int size) {
  struct MinHNode *root = buildHuffmanTree(item, freq, size);

  int arr[MAX_TREE_HT], top = 0;

  printHCodes(root, arr, top);
}

/**
 * @brief       Print the array
 * 
 * @param       arr 
 * @param       n 
 */
void HuffmanPrintArray(int arr[], int n) {

  printf("Huffman Coding/n");
  int i;
  for (i = 0; i < n; ++i)
    printf("%d", arr[i]);

  printf("\n");
}

　　

调用：

    //17. Huffman Coding
    char Huffmanarr[] = {'A', 'B', 'C', 'D'};
    int freq[] = {5, 1, 6, 3};

    int Huffmansize = sizeof(arr) / sizeof(arr[0]);

    printf(" 17.霍夫曼编码 Char | Huffman code ");
    printf("\n--------------------\n");

    HuffmanCodes(Huffmanarr, freq, Huffmansize);