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名师互学网 > IT > 软件开发 > 后端开发 > C/C++/C#

C++二叉树实现词频分析功能

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C++二叉树实现词频分析功能

通过二叉树存单词,并且对总共的单词数量进行计数,二叉树自适应的将出现频率高的单词往上移动以减少二叉树的搜索时间。
代码如下


#ifndef _GENSPLAY_H_
#define _GENSPLAY_H_

#include 
using namespace std;

//树节点
template
class SplayingNode
{
public:
  T info;
  SplayingNode *left, *right, *parent;  //节点指针
  SplayingNode(){
    left = right = parent = 0;
  }
  SplayingNode(const T &el, SplayingNode *l = 0,
  SplayingNode *r = 0, SplayingNode *p = 0)
  :info(el), left(l), right(r), parent(p){ }
};
//二叉树
template
class SplayTree
{
protected:
  SplayingNode *root;
  void rotateR(SplayingNode *);  //向右旋转
  void rotateL(SplayingNode *);  //向左旋转
  void continueRotation(SplayingNode *gr, SplayingNode *par,
      SplayingNode *ch, SplayingNode *desc); //重新定义父节点指针
  void semisplay(SplayingNode *); //更改树结构,将权值大的向上移动
  void inorder(SplayingNode *);  //中序遍历
  void virtual visit(SplayingNode *){ } //虚函数
public:
  SplayTree(){
    root = 0;
  }
  void inorder(){
    inorder(root);
  }
  T *search(const T &);
  void insert(const T &);
};

template
void SplayTree::continueRotation(SplayingNode *gr, SplayingNode *par,
    SplayingNode *ch, SplayingNode *desc)
{
  if(gr != 0){
    if(gr->right == ch->parent)
      gr->right = ch;
    else
      gr->left = ch;
  }
  else
    root = ch;
  if(desc != 0)
    desc->parent = par;
  par->parent = ch;
  ch->parent = gr;
}

template
void SplayTree::rotateR(SplayingNode *p)
{
  p->parent->left = p->right;
  p->right = p->parent;
  continueRotation(p->parent->parent, p->right, p, p->right->left);
}

template
void SplayTree::rotateL(SplayingNode *p)
{
  p->parent->right = p->left;
  p->left = p->parent;
  continueRotation(p->parent->parent, p->left, p, p->left->right);
}
template
void SplayTree::semisplay(SplayingNode *p)
{
  while(p != root){
    if(p->parent->parent == NULL){
      if(p->parent->left == p)
 rotateR(p);
      else
 rotateL(p);
    }
    else if(p->parent->left == p){
      if(p->parent->parent->left == p->parent){
 rotateR(p->parent);
 p = p->parent;
      }
      else{
 rotateR(p);
 rotateL(p);
      }
    }
    else{
      if(p->parent->parent->right == p->parent){
 rotateL(p->parent);
 p = p->parent;
      }
      else{
 rotateL(p);
 rotateR(p);
      }
    }
    if(root == NULL)
      root = p;
  }
}

template
T *SplayTree::search(const T &el)
{
  SplayingNode *p = root;
  while(p != NULL){
    if(p->info == el){
      semisplay(p);
      return &p->info;
    }
    else if(el < p->info)
      p = p->left;
    else
      p = p->right;
  }
  return 0;
}

template
void SplayTree::insert(const T &el)
{
  SplayingNode *p = root, *prev = NULL, *newNode;
  while(p != 0){
    prev = p;
    if(el < p->info)
      p = p->left;
    else
      p = p->right;
  }
  if((newNode = new SplayingNode(el, 0, 0, prev)) == 0){
    cerr << "no room for new node.n";
    exit(1);
  }
  if(root == 0)
    root = newNode;
  else if(el < prev->info)
    prev->left = newNode;
  else
    prev->right = newNode;
}

template
void SplayTree::inorder(SplayingNode *p)
{
  if(p != 0){
    inorder(p->left);
    visit(p);
    inorder(p->right);
  }
}

#endif // _GENSPLAY_H_


#include 
#include 
#include 
#include 
#include  //exit(0)
#include "genSplay.h"
using namespace std;

//用作计数对象的类
class Word
{
private:
  char *word;
  int freq;
  friend class WordSplay;
  //friend ostream & operator<<(ostream &out, const Word &wd);
public:
  Word(){
    freq = 1;
  }
  int operator==(const Word &ir) const{
    return strcmp(word, ir.word) == 0;
  }
  int operator<(const Word &ir) const{
    return strcmp(word, ir.word) < 0;
  }
};

class WordSplay : public SplayTree
{
private:
  int differentWords, wordCnt;
  void visit(SplayingNode *);
public:
  WordSplay(){
    differentWords = wordCnt = 0;
  }
  void run(ifstream &, char *);
};

void WordSplay::visit(SplayingNode *p)
{
  differentWords++;
  wordCnt += p->info.freq;
}

void WordSplay::run(ifstream &fin, char *filename)
{
  char ch = ' ', i;
  char s[100];
  Word rec;
  while(!fin.eof()){
    while(1){
      if(!fin.eof() && !isalpha(ch))
 fin.get(ch);
      else
 break;
    }
    if(fin.eof())
      break;
    for(i = 0; !fin.eof() && isalpha(ch); i++){
      s[i] = toupper(ch);
      fin.get(ch);
    }
    s[i] = '';
    if(!(rec.word = new char[strlen(s) + 1])){
      cerr << "no room for new words.n";
      exit(1);
    }
    strcpy(rec.word, s);
    Word *p = search(rec);
    if(p == 0)
      insert(rec);
    else
      p->freq++;
  }
  inorder();
  cout << "nnFile " << filename
     << " contains " << wordCnt << " words among which "
     << differentWords << " are different.n";
}

int main()
{
  char Filename[80];
  WordSplay SplayTree;
  cout << "enter a filename: ";
  cin >> Filename;
  ifstream fin(Filename);
  if(fin.fail()){
    cerr << "cannot open " << Filename << endl;
    return 1;
  }
  SplayTree.run(fin, Filename);
  fin.close();

  return 0;
}

有空回来补充相应的其他功能:

将对应的单词和文件写到文件里面去,先序遍历
优化性能

以上就是本文的全部内容,希望对大家的学习有所帮助,也希望大家多多支持考高分网。

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