在 Java 中,Trie 树(也称为前缀树)是一种用于高效存储和检索字符串集合的数据结构,特别适合实现自动补全功能。下面是一个简单的 Trie 树实现,包括插入和自动补全功能:
javaCopy Codeimport java.util.ArrayList;import java.util.List;class TrieNode {
TrieNode[] children; boolean isEndOfWord; public TrieNode() {
children = new TrieNode[26]; // 假设只处理小写字母 a-z
isEndOfWord = false;
}
}public class Trie { private TrieNode root; public Trie() {
root = new TrieNode();
} // 插入一个单词到 Trie 树中
public void insert(String word) { TrieNode node = root; for (char c : word.toCharArray()) { int index = c - 'a'; if (node.children[index] == null) {
node.children[index] = new TrieNode();
}
node = node.children[index];
}
node.isEndOfWord = true;
} // 搜索前缀并返回所有可能的补全单词
public List autoComplete(String prefix) {
List results = new ArrayList<>(); TrieNode node = root;
// 找到前缀的最后一个节点
for (char c : prefix.toCharArray()) { int index = c - 'a'; if (node.children[index] == null) { return results; // 如果前缀不存在,返回空列表
}
node = node.children[index];
} // 从前缀的最后一个节点开始进行 DFS 搜索所有可能的单词
findAllWords(node, prefix, results); return results;
} private void findAllWords(TrieNode node, String prefix, List results) { if (node.isEndOfWord) {
results.add(prefix);
} for (int i = 0; i < 26; i++) { if (node.children[i] != null) {
findAllWords(node.children[i], prefix + (char) (i + 'a'), results);
}
}
} public static void main(String[] args) { Trie trie = new Trie();
trie.insert("apple");
trie.insert("app");
trie.insert("application");
trie.insert("bat");
trie.insert("ball");
List suggestions = trie.autoComplete("app");
System.out.println("Suggestions for 'app': " + suggestions);
}
}
代码说明:
-
TrieNode 类:
- 每个节点有一个
children数组,用于存储指向子节点的引用(假设只处理小写字母a-z)。 -
isEndOfWord标志用于表示该节点是否是某个单词的结尾。
- 每个节点有一个
-
Trie 类:
-
insert方法用于将单词插入到 Trie 树中。 -
autoComplete方法用于根据给定的前缀返回所有可能的补全单词。 -
findAllWords是一个辅助方法,用于从给定节点开始进行深度优先搜索(DFS),以找到所有以该节点为前缀的单词。
-
-
自动补全:
- 首先,根据前缀找到 Trie 树中对应的节点。
- 然后,从该节点开始进行 DFS,收集所有可能的单词。
这个实现假设输入的单词只包含小写字母
a-z。如果需要处理其他字符集,可以相应地调整
children 数组的大小和索引计算方式。
http://xuexiao.zgjzs.org
http://jianzhu.zgjzs.org
http://gongcheng.zgjzs.org
http://sheji.zgjzs.org
http://fangwu.zgjzs.org
http://jiaoyu.zgjzs.org
http://kejian.zgjzs.org
http://chengshi.zgjzs.org
http://guihua.zgjzs.org
http://jiaju.zgjzs.org
http://jianli.zgjzs.org
http://zhucai.zgjzs.org
http://jichu.zgjzs.org
http://gaosu.zgjzs.org
http://ditu.zgjzs.org
http://lvyou.zgjzs.org
http://zhishi.zgjzs.org
http://shipin.zgjzs.org
http://peixun.zgjzs.org
http://wenhua.zgjzs.org
http://gongsi.zgjzs.org
http://renwu.zgjzs.org
http://xinwen.zgjzs.org
http://zixun.zgjzs.org
http://anli.zgjzs.org
http://guwen.zgjzs.org
http://zhaopin.zgjzs.org
http://yingxiao.zgjzs.org
http://guanli.zgjzs.org
http://peitao.zgjzs.org
http://jixie.zgjzs.org
http://zhuangxiu.zgjzs.org
http://anquan.zgjzs.org
http://chengguo.zgjzs.org
http://baogao.zgjzs.org
http://chengjiu.zgjzs.org
http://zhanshi.zgjzs.org
http://huodong.zgjzs.org
http://huiyi.zgjzs.org
http://tongji.zgjzs.org
http://jiaoliu.zgjzs.org
http://keti.zgjzs.org
http://jingcai.zgjzs.org
http://tuandui.zgjzs.org
http://jingying.zgjzs.org
http://wenjian.zgjzs.org
http://baoming.zgjzs.org
http://wangzhan.zgjzs.org
http://xiazai.zgjzs.org
http://chengxin.zgjzs.org
http://nanzhuang.shangpin.org
http://xiezi.shangpin.org
http://baozi.shangpin.org
http://yundong.shangpin.org
http://shuma.shangpin.org
http://diannao.shangpin.org
http://shouji.shangpin.org
http://jiajv.shangpin.org
http://canju.shangpin.org
http://muying.shangpin.org
http://shipin.shangpin.org
http://jiushui.shangpin.org
http://jiafang.shangpin.org
http://shouna.shangpin.org
http://meishi.shangpin.org
http://lingshi.shangpin.org
http://chufang.shangpin.org
http://jianshen.shangpin.org
http://qiche.shangpin.org
http://yundongyi.shangpin.org
http://bangong.shangpin.org
http://wenju.shangpin.org
http://shuben.shangpin.org
http://dianqi.shangpin.org
http://jiadian.shangpin.org
http://fanghuo.shangpin.org
http://fangshui.shangpin.org
http://fangdao.shangpin.org
http://muyuan.shangpin.org
http://fengshui.shangpin.org
http://zhuangxiu.shangpin.org
http://gongju.shangpin.org
http://chaju.shangpin.org
http://weisheng.shangpin.org
http://xiangbao.shangpin.org
http://yanjing.shangpin.org
http://shoubiao.shangpin.org
http://shipinbao.shangpin.org
http://jiazhuang.shangpin.org
http://chuanglian.shangpin.org
http://yundongxie.shangpin.org
http://tiyu.shangpin.org
http://luyou.shangpin.org
http://jiejing.shangpin.org
http://shumaerji.shangpin.org
http://chejian.shangpin.org
http://xihu.shangpin.org
http://zhizao.shangpin.org
http://cheshen.shangpin.org
http://zhinen.shangpin.org
http://xinwen.snjrw.org
http://zixun.snjrw.org
http://keji.snjrw.org
http://jiaoyu.snjrw.org
http://renwu.snjrw.org
http://wenhua.snjrw.org
http://lishi.snjrw.org
http://jingji.snjrw.org
http://caijing.snjrw.org
http://jinrong.snjrw.org
http://touzi.snjrw.org
http://fangchan.snjrw.org
http://chanye.snjrw.org
http://gongye.snjrw.org
http://qiche.snjrw.org
http://shuma.snjrw.org
http://yule.snjrw.org
http://dianying.snjrw.org
http://yinyue.snjrw.org
http://meiti.snjrw.org
http://hulianwang.snjrw.org
http://chuangye.snjrw.org
http://gongsi.snjrw.org
http://baike.snjrw.org
http://zhishi.snjrw.org
http://wenxue.snjrw.org
http://yishu.snjrw.org
http://zhanlan.snjrw.org
http://huodong.snjrw.org
http://jiaoliu.snjrw.org
http://keti.snjrw.org
http://xueshu.snjrw.org
http://wenjian.snjrw.org
http://baogao.snjrw.org
http://shuju.snjrw.org
http://diaocha.snjrw.org
http://mingren.snjrw.org
http://jiemu.snjrw.org
http://shipin.snjrw.org
http://zhuanlan.snjrw.org
http://zhuanti.snjrw.org
http://wangzhan.snjrw.org
http://wangluo.snjrw.org
http://zhanzhang.snjrw.org
http://shichang.snjrw.org
http://guanli.snjrw.org
http://anquan.snjrw.org
http://jishu.snjrw.org
http://xiazai.snjrw.org
http://wenzhang.snjrw.org