搜索推荐系统Java
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# 题目
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。
# 思路
Stream.of(products).filter(w -> w.startsWith(word)) .sorted().limit(3).collect(Collectors.toList());
# 解法
class Solution {
public List<List<String>> suggestedProducts(String[] products, String searchWord) {
List<List<String>> list = new ArrayList<>();
String word = "";
for (int i = 0; i < searchWord.length(); ++i) {
word += searchWord.charAt(i);
list.add(search(products, word));
}
return list;
}
private List<String> search(String[] products, String word) {
return Stream.of(products).filter(w -> w.startsWith(word))
.sorted().limit(3).collect(Collectors.toList());
}
}
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# 总结
- 分析出几种情况,然后分别对各个情况实现