Huffman树进行编码和译码

时间:2023-03-09 23:19:34
Huffman树进行编码和译码
//编码
#include<iostream>
#include<cstdio>
#include<cstring>
#include<cstdlib>
#include<algorithm>
#include<queue>
#include<fstream>
#include<map>
using namespace std; typedef struct HuffmanNode{
int w;//节点的权值
int ld, rd;//左右孩子节点
int p;//父节点
char ch;//当前节点的字符
HuffmanNode(){
ld = rd = p = -;
}
}huffmanNode, *pHuffmanNode; typedef pair<int, int> pii;//haffuman节点和它的编号 bool operator > (pii x, pii y){
return x.first > y.first;
} struct Huffman{
int cntNode;//总结点的个数
string orgCode;
string huffmanCode;
pHuffmanNode huffman = NULL;
priority_queue<pii, vector<pii>, greater<pii> >qNode;
map<string, char> huffmanMapx;//哈夫曼编码对应字符
map<char, string> huffmanMapy;//字符对应哈夫曼编码
void initHuffman(char *str){
orgCode = str;
cntNode = ;
int cnt[];//统计每一个节点的个数
memset(cnt, , sizeof(cnt));
for(int i=; str[i]; ++i){
if(cnt[str[i]]==) ++cntNode;
++cnt[str[i]];
}
huffman = new HuffmanNode[*(cntNode)];
int index = ;
for(int i=; i<; ++i){
if(cnt[i]!=){
huffman[index].w = cnt[i];
huffman[index].ch = i;
qNode.push(make_pair(huffman[index].w, index));
++index;
}
}
while(qNode.size()>=) {
pii ldPii = qNode.top();
qNode.pop();
pii rdPii = qNode.top();
qNode.pop();
huffman[index].w = ldPii.first + rdPii.first;
huffman[index].ld = ldPii.second;
huffman[index].rd = rdPii.second;
huffman[ldPii.second].p = index;
huffman[rdPii.second].p = index;
qNode.push(make_pair(huffman[index].w, index));
++index;
}
} void huffmanCoding() {
for(int i=; i<cntNode; ++i){//从每一个孩子节点向上寻找
string code = "";
for(int child=i, p=huffman[child].p; ~p; child = p, p = huffman[child].p) {
if(huffman[p].ld == child){//左子树
code += '';
} else if(huffman[p].rd == child){//右子树
code += '';
}
}
reverse(code.begin(), code.end());
huffmanMapx.insert(make_pair(code, huffman[i].ch));
huffmanMapy.insert(make_pair(huffman[i].ch, code));
}
} void outHuffmanTree(fstream &fout, int f){
if(huffman[f].ld==- && huffman[f].rd==-){
fout<<<<" ";
return ;
} else {
fout<<<<" ";
outHuffmanTree(fout, huffman[f].ld);
outHuffmanTree(fout, huffman[f].rd);
}
} void outHuffmanCode(){
huffmanCode = "";//存储字符串的哈夫曼编码之后的内容
fstream fout("out.txt", ios_base::out);
for(int i=; i<orgCode.length(); ++i){
huffmanCode += huffmanMapy[orgCode[i]];
}
cout<<huffmanCode<<endl;
fout<<huffmanCode<<endl;//想文件中输入huffman编码
int f = *cntNode-;//huffman树的父节点
outHuffmanTree(fout, f);
fout<<endl;
for(map<string, char>::iterator it = huffmanMapx.begin(); it!=huffmanMapx.end(); ++it){
cout<<it->first << " -> " << it->second<<endl;
fout<<it->first<<" "<<it->second<<endl; //向文件中输入HuffmanMap
}
}
}; int main(){
char str[];
Huffman huffman;
gets(str);
huffman.initHuffman(str);
huffman.huffmanCoding();
huffman.outHuffmanCode();
return ;
}
//译码
#include<iostream>
#include<cstdio>
#include<cstring>
#include<cstdlib>
#include<algorithm>
#include<queue>
#include<fstream>
#include<map>
using namespace std; typedef struct HuffmanTreeNode{
HuffmanTreeNode *ld, *rd;
HuffmanTreeNode(){
ld = NULL;
rd = NULL;
}
} *pHuffmanTreeNode; struct Huffman{
pHuffmanTreeNode T;
string code;
map<string, char>huffmanMapx; void buildT(fstream &fin, pHuffmanTreeNode &T){
int w;
fin>>w;
T = new HuffmanTreeNode();
if(w==)
return ;
buildT(fin, T->ld);
buildT(fin, T->rd);
} void outT(pHuffmanTreeNode T){
if(T->ld != NULL){
cout<<<<endl;
outT(T->ld);
}
else return;
if(T->rd != NULL){
cout<<<<endl;
outT(T->rd);
}
} void initHuffmanTree(){
fstream fin("in.txt", ios_base::in);
T = NULL;
fin>>code;
buildT(fin, T);
//outT(T);
string mapContent;
while(getline(fin, mapContent)){
int index = mapContent.find_first_of(' ');
huffmanMapx.insert(make_pair(mapContent.substr(, index), mapContent[index+]));
}
} void outHuffmanEncode(){
string encode = "", cd="";
initHuffmanTree();
pHuffmanTreeNode p = T;
for(int i=; i<code.length(); ++i){
if(p->ld==NULL && p->rd==NULL){
encode+=huffmanMapx[cd];
cd="";
--i;
p=T;
} else {
cd+=code[i];
if(code[i]=='')
p=p->ld;
else if(code[i]=='')
p=p->rd;
}
if(i==code.length()-) encode+=huffmanMapx[cd];
}
cout<<encode<<endl;
}
}; int main(){
Huffman huffman;
huffman.outHuffmanEncode();
return ;
}

操作流程:

文本内容:aaaaaaabbbbbccdddd, and I am a student, my name is hjzgg!

1.首先利用''编码"工具将文本编码,会输出一个out.txt的文本,将out.txt文本中的内容发送给你的好友。

2.接受到out.txt文本的内容后,将内容复制到文本名为in.txt的文件中,利用"译码"工具(保证in.txt和译码工具在同一目录下)可以查看文本内容。

3.其中out.txt文本的格式如下:

Huffman树进行编码和译码