Add and Search Word - Data structure design

本文介绍了一种使用前缀树解决字典树问题的方法,包括添加单词、搜索单词以及处理正则表达式的搜索。通过实例演示了如何实现此功能,并提供了关键代码段。

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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

Note:
You may assume that all words are consist of lowercase letters a-z.

这也是一道用前缀树来解决的题目,做了稍微的变形,多了一个对于' . '的检测,对于如何构造一个前缀树,大家可以参考[url=http://kickcode.iteye.com/blog/2273461]Implement Trie (Prefix Tree)[/url]这篇文章。这道题目的代码如下:

class TrieNode {
boolean isLast;
TrieNode[] trieNode;
public TrieNode() {
trieNode = new TrieNode[26];
isLast = false;
}
}

public class WordDictionary {
TrieNode root;
public WordDictionary() {
root = new TrieNode();
}
// Adds a word into the data structure.

public void addWord(String word) {
TrieNode cur = root;
for(char c : word.toCharArray()) {
if(cur.trieNode[c - 'a'] == null)
cur.trieNode[c - 'a'] = new TrieNode();
cur = cur.trieNode[c - 'a'];
}
cur.isLast = true;
}

// Returns if the word is in the data structure. A word could
// contain the dot character '.' to represent any one letter.
public boolean search(String word) {
TrieNode cur = root;
if(root == null) return false;
return search(word, cur, 0);
}
public boolean search(String word, TrieNode cur, int index) {
if(cur == null) return false;
if(index == word.length()) return cur.isLast;
char c = word.charAt(index);
if(c == '.') {
for(TrieNode node : cur.trieNode) {
if(search(word, node, index + 1))
return true;
}
} else {
cur = cur.trieNode[c - 'a'];
return search(word, cur, index + 1);
}
return false;
}
}

// Your WordDictionary object will be instantiated and called as such:
// WordDictionary wordDictionary = new WordDictionary();
// wordDictionary.addWord("word");
// wordDictionary.search("pattern");
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