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 <= 10001 <= Σ products[i].length <= 2 * 10^4products[i]中所有的字符都是小写英文字母。1 <= searchWord.length <= 1000searchWord中所有字符都是小写英文字母。
先用前缀树写一遍。
由于只要求前缀,所以不需要 isEnd 。利用一个优先队列维持 3 的长度。
class Solution { static class Trie { PriorityQueue<String> suggests; Trie[] children; public Trie () { this.suggests = new PriorityQueue<>((a, b) -> { return b.compareTo(a); }); this.children = new Trie[26]; } public void insert (String word) { Trie trie = this; for (int i = 0; i < word.length(); i++) { char ch = word.charAt(i); int index = ch - 'a'; if (trie.children[index] == null) { trie.children[index] = new Trie(); } // 由于需要前缀相同,所以需要存入子优先队列中。 trie = trie.children[index]; trie.suggests.add(word); // 维持长度为 3 if (trie.suggests.size() > 3) { trie.suggests.poll(); } } } public List<String> getRes (Trie trie) { if (trie == null) { return new ArrayList<>(); } return new ArrayList<>(trie.suggests); } } public List<List<String>> suggestedProducts (String[] products, String searchWord) { Trie trie = new Trie(); for (String product : products) { trie.insert(product); } List<List<String>> res = new ArrayList<>(); for (int i = 0; i < searchWord.length(); i++) { char ch = searchWord.charAt(i); int index = ch - 'a'; if (trie != null) { trie = trie.children[index]; } if (trie != null) { List<String> list = trie.getRes(trie); Collections.sort(list); res.add(list); } else { res.add(new ArrayList<>()); } } return res; } }
