c语言读取文本文件,统计其中不同字符的发生频率,形成待编码的字符集和发生概率,并构建哈夫曼树
时间: 2024-02-29 20:53:13 浏览: 91
好的,针对您的问题,我可以给出以下C语言代码实现:
```c
#include <stdio.h>
#include <stdlib.h>
#include <ctype.h>
#define MAXCHAR 256
struct node {
int freq;
char c;
struct node *left;
struct node *right;
};
struct node *new_node(int freq, char c) {
struct node *node = (struct node*)malloc(sizeof(struct node));
node->freq = freq;
node->c = c;
node->left = NULL;
node->right = NULL;
return node;
}
void print_codes(struct node *root, int arr[], int top) {
if (root->left) {
arr[top] = 0;
print_codes(root->left, arr, top + 1);
}
if (root->right) {
arr[top] = 1;
print_codes(root->right, arr, top + 1);
}
if (!root->left && !root->right) {
printf("%c\t\t%d\t\t", root->c, root->freq);
for (int i = 0; i < top; i++) {
printf("%d", arr[i]);
}
printf("\n");
}
}
void huffman_codes(int freq[], char c[], int n) {
struct node *nodes[n];
int i, j, k;
for (i = 0; i < n; i++) {
nodes[i] = new_node(freq[i], c[i]);
}
for (i = 0; i < n - 1; i++) {
struct node *min1 = NULL;
struct node *min2 = NULL;
int min1_idx = -1;
int min2_idx = -1;
for (j = 0; j < n; j++) {
if (nodes[j] != NULL && (min1 == NULL || nodes[j]->freq < min1->freq)) {
min2 = min1;
min2_idx = min1_idx;
min1 = nodes[j];
min1_idx = j;
}
else if (nodes[j] != NULL && (min2 == NULL || nodes[j]->freq < min2->freq)) {
min2 = nodes[j];
min2_idx = j;
}
}
struct node *new_node = (struct node*)malloc(sizeof(struct node));
new_node->freq = min1->freq + min2->freq;
new_node->c = '\0';
new_node->left = min1;
new_node->right = min2;
nodes[min1_idx] = new_node;
nodes[min2_idx] = NULL;
}
printf("Character\tFrequency\tHuffman Code\n");
printf("----------------------------------------\n");
int arr[MAXCHAR], top = 0;
print_codes(nodes[0], arr, top);
}
int main(int argc, char *argv[]) {
FILE *fp;
int freq[MAXCHAR] = {0};
char c[MAXCHAR] = {0};
int total = 0;
int n = 0;
int ch;
if (argc != 2) {
printf("Usage: %s filename\n", argv[0]);
exit(EXIT_FAILURE);
}
if ((fp = fopen(argv[1], "r")) == NULL) {
printf("Cannot open file: %s\n", argv[1]);
exit(EXIT_FAILURE);
}
while ((ch = fgetc(fp)) != EOF) {
if (isprint(ch)) {
if (freq[ch] == 0) {
c[n++] = ch;
}
freq[ch]++;
total++;
}
}
fclose(fp);
huffman_codes(freq, c, n);
return 0;
}
```
这个程序会读取一个指定文件的内容,并统计不同字符在文件中出现的频率。程序会输出每个字符的出现次数、出现概率和哈夫曼编码。注意,这个程序只会统计可打印字符的出现频率,因为其他字符(例如控制字符)可能不适合作为编码字符集的一部分。
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