Description
Design a data structure that supports the following two operations:
void addWord(word)
bool search(word)
search(word) can search a literal word or a regular expression string containing only letters a-z or .. A . means it can represent any one letter.
For example:
addWord("bad")
addWord("dad")
addWord("mad")
search("pad") -> false
search("bad") -> true
search(".ad") -> true
search("b..") -> true
The original problem is here.
The original code is here.
My Solution
I solve this problem in C++, as below:
/*
*Add and Search Word
*Author: shuaijiang
*Email: zhaoshuaijiang8@gmail.com
*/
#include<iostream>
#include<vector>
#include<map>
using namespace std;
class TrieNode{
public:
bool iskey; // 标记该节点是否代表关键字
TrieNode *children[26]; // 各个子节点
TrieNode() {
iskey = false;
for(int i=0; i<26; ++i)
children[i] = NULL;
}
};
class WordDictionary {
public:
WordDictionary(){
root = new TrieNode();
}
// Adds a word into the data structure.
void addWord(string word) {
int len = word.size();
if(len <= 0)
return ;
TrieNode *node = root;
for(int i=0;i<len;++i){
char ch = word[i];
if(node->children[ch-'a'] == NULL) {
node->children[ch-'a'] = new TrieNode();
}
node = node->children[ch-'a'];
}
node->iskey = true;
}
// Returns if the word is in the data structure. A word could
// contain the dot character '.' to represent any one letter.
bool search(string word) {
int len = word.size();
if(len <= 0)
return false;
return dfs(root, word, 0);
}
bool dfs(TrieNode* node, string word, int i){
int len = word.size();
if(i >= len)
return false;
char ch = word[i];
if(ch != '.'){
if(node->children[ch-'a'] == NULL){
return false;
}
else{
if(i == len-1){
if(node->children[ch-'a']->iskey == true)
return true;
else
return false;
}
return dfs(node->children[ch-'a'], word, i+1);
}
}
else{
for(int j=0;j<26;j++){
if(node->children[j] != NULL){
if(i == len -1){
if(node->children[j]->iskey)
return true;
else
continue;
}
if(dfs(node->children[j], word, i+1))
return true;
}
}
return false;
}
}
private:
TrieNode * root;
};
// Your WordDictionary object will be instantiated and called as such:
// WordDictionary wordDictionary;
// wordDictionary.addWord("word");
// wordDictionary.search("pattern");
int main(){
WordDictionary wd;
wd.addWord("abc");
wd.addWord("hello");
if(wd.search("ab."))
cout<<"Get ab."<<endl;
if(wd.search("abd"))
cout<<"Get ab."<<endl;
return 0;
}
Note
采用前缀树来保存数据,根节点不保存任何数据,每个节点有26个孩子节点,代表’a-z’.同时,每个节点需要一个标记,来表示当前节点是否可以为一个单词结束节点。
Addword()函数较为容易实现,SearchWord()函数采用深度优先搜索,以递归的方式查询。