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数据结构复习之利用Huffman树进行编码和译码

时间:2015-07-18 10:59:32      阅读:134      评论:0      收藏:0      [点我收藏+]

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//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 = -1; } }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 = 0; int cnt[150];//统计每一个节点的个数 memset(cnt, 0, sizeof(cnt)); for(int i=0; str[i]; ++i){ if(cnt[str[i]]==0) ++cntNode; ++cnt[str[i]]; } huffman = new HuffmanNode[2*(cntNode)]; int index = 0; for(int i=0; i<150; ++i){ if(cnt[i]!=0){ huffman[index].w = cnt[i]; huffman[index].ch = i; qNode.push(make_pair(huffman[index].w, index)); ++index; } } while(qNode.size()>=2) { 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=0; 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 += 0; } else if(huffman[p].rd == child){//右子树 code += 1; } } 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==-1 && huffman[f].rd==-1){ fout<<0<<" "; return ; } else { fout<<1<<" "; 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=0; 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 = 2*cntNode-2;//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[100]; Huffman huffman; gets(str); huffman.initHuffman(str); huffman.huffmanCoding(); huffman.outHuffmanCode(); return 0; }

 

//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==0) return ; buildT(fin, T->ld); buildT(fin, T->rd); } void outT(pHuffmanTreeNode T){ if(T->ld != NULL){ cout<<0<<endl; outT(T->ld); } else return; if(T->rd != NULL){ cout<<1<<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(0, index), mapContent[index+1])); } } void outHuffmanEncode(){ string encode = "", cd=""; initHuffmanTree(); pHuffmanTreeNode p = T; for(int i=0; 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]==0) p=p->ld; else if(code[i]==1) p=p->rd; } if(i==code.length()-1) encode+=huffmanMapx[cd]; } cout<<encode<<endl; } }; int main(){ Huffman huffman; huffman.outHuffmanEncode(); return 0; }

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:

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数据结构复习之利用Huffman树进行编码和译码

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原文地址:http://www.cnblogs.com/hujunzheng/p/4656326.html

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