给你一个产品数组 products
和一个字符串 searchWord
,products
数组中每个产品都是一个字符串。
请你设计一个推荐系统,在依次输入单词 searchWord
的每一个字母后,推荐 products
数组中前缀与 searchWord
相同的最多三个产品。如果前缀相同的可推荐产品超过三个,请按字典序返回最小的三个。
请你以二维列表的形式,返回在输入 searchWord
每个字母后相应的推荐产品的列表。
示例 1:
输入:products = ["mobile","mouse","moneypot","monitor","mousepad"], searchWord = "mouse" 输出:[ ["mobile","moneypot","monitor"], ["mobile","moneypot","monitor"], ["mouse","mousepad"], ["mouse","mousepad"], ["mouse","mousepad"] ] 解释:按字典序排序后的产品列表是 ["mobile","moneypot","monitor","mouse","mousepad"] 输入 m 和 mo,由于所有产品的前缀都相同,所以系统返回字典序最小的三个产品 ["mobile","moneypot","monitor"] 输入 mou, mous 和 mouse 后系统都返回 ["mouse","mousepad"]
示例 2:
输入:products = ["havana"], searchWord = "havana" 输出:[["havana"],["havana"],["havana"],["havana"],["havana"],["havana"]]
示例 3:
输入:products = ["bags","baggage","banner","box","cloths"], searchWord = "bags" 输出:[["baggage","bags","banner"],["baggage","bags","banner"],["baggage","bags"],["bags"]]
示例 4:
输入:products = ["havana"], searchWord = "tatiana" 输出:[[],[],[],[],[],[],[]]
提示:
1 <= products.length <= 1000
1 <= Σ products[i].length <= 2 * 10^4
products[i]
中所有的字符都是小写英文字母。1 <= searchWord.length <= 1000
searchWord
中所有字符都是小写英文字母。
Related Topics
字典树基本模板基本应用
字典树基本模板先写出来,然后稍微改下就可以了
- 对
String[] products
遍历 构建字典树 Node
节点上保存对应的字符串,遍历到的时候直接把字符串塞过来,只保留3个,且按照字典序排序,这里借用到TreeSet
结构的特性search
的时候没遍历到一个节点就把对应Node
上的字符串存下来- 最终返回
class Solution {
List<List<String>> res;
public List<List<String>> suggestedProducts(String[] products, String searchWord) {
Trie trie = new Trie();
for (String product : products) {
trie.insert(product);
}
return trie.search(searchWord);
}
class Trie{
Node root;
public Trie(){
root = new Node();
}
public void insert(String word){
int idx = -1;
Node cur = root;
while (++idx < word.length()){
int i = word.charAt(idx) - 'a';
if (cur.children[i] == null){
cur.children[i] = new Node();
}
cur = cur.children[i];
cur.addWord(word);
}
cur.flag = true;
}
public List<List<String>> search(String word){
List<List<String>> res = new ArrayList<>();
int idx = -1;
Node cur = root;
while (++idx < word.length()){
List<String> list = new ArrayList<>();
int i = word.charAt(idx)-'a';
if (cur!=null){
cur = cur.children[i];
list = cur==null?new ArrayList<>():new ArrayList<>(cur.treeSet);
}
res.add(list);
}
return res;
}
class Node{
boolean flag;
Node[] children;
TreeSet<String> treeSet;
public Node(){
flag = false;
children = new Node[26];
treeSet = new TreeSet<>();
}
public void addWord(String word){
treeSet.add(word);
if (treeSet.size()>3){
treeSet.pollLast();
}
}
}
}
}
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