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| 1 | +package com.fishercoder.solutions; |
| 2 | + |
| 3 | +import java.util.*; |
| 4 | + |
| 5 | +/** |
| 6 | + * 642. Design Search Autocomplete System |
| 7 | + * |
| 8 | + * Design a search autocomplete system for a search engine. Users may input a sentence (at least one word and end with a special character '#'). For each character they type except '#', you need to return the top 3 historical hot sentences that have prefix the same as the part of sentence already typed. Here are the specific rules: |
| 9 | +
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| 10 | + The hot degree for a sentence is defined as the number of times a user typed the exactly same sentence before. |
| 11 | + The returned top 3 hot sentences should be sorted by hot degree (The first is the hottest one). If several sentences have the same degree of hot, you need to use ASCII-code order (smaller one appears first). |
| 12 | + If less than 3 hot sentences exist, then just return as many as you can. |
| 13 | + When the input is a special character, it means the sentence ends, and in this case, you need to return an empty list. |
| 14 | + Your job is to implement the following functions: |
| 15 | +
|
| 16 | + The constructor function: |
| 17 | +
|
| 18 | + AutocompleteSystem(String[] sentences, int[] times): This is the constructor. The input is historical data. Sentences is a string array consists of previously typed sentences. Times is the corresponding times a sentence has been typed. Your system should record these historical data. |
| 19 | +
|
| 20 | + Now, the user wants to input a new sentence. The following function will provide the next character the user types: |
| 21 | +
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| 22 | + List<String> input(char c): The input c is the next character typed by the user. The character will only be lower-case letters ('a' to 'z'), blank space (' ') or a special character ('#'). Also, the previously typed sentence should be recorded in your system. The output will be the top 3 historical hot sentences that have prefix the same as the part of sentence already typed. |
| 23 | +
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| 24 | +
|
| 25 | + Example: |
| 26 | + Operation: AutocompleteSystem(["i love you", "island","ironman", "i love leetcode"], [5,3,2,2]) |
| 27 | + The system have already tracked down the following sentences and their corresponding times: |
| 28 | + "i love you" : 5 times |
| 29 | + "island" : 3 times |
| 30 | + "ironman" : 2 times |
| 31 | + "i love leetcode" : 2 times |
| 32 | + Now, the user begins another search: |
| 33 | +
|
| 34 | + Operation: input('i') |
| 35 | + Output: ["i love you", "island","i love leetcode"] |
| 36 | + Explanation: |
| 37 | + There are four sentences that have prefix "i". Among them, "ironman" and "i love leetcode" have same hot degree. Since ' ' has ASCII code 32 and 'r' has ASCII code 114, "i love leetcode" should be in front of "ironman". Also we only need to output top 3 hot sentences, so "ironman" will be ignored. |
| 38 | +
|
| 39 | + Operation: input(' ') |
| 40 | + Output: ["i love you","i love leetcode"] |
| 41 | + Explanation: |
| 42 | + There are only two sentences that have prefix "i ". |
| 43 | +
|
| 44 | + Operation: input('a') |
| 45 | + Output: [] |
| 46 | + Explanation: |
| 47 | + There are no sentences that have prefix "i a". |
| 48 | +
|
| 49 | + Operation: input('#') |
| 50 | + Output: [] |
| 51 | + Explanation: |
| 52 | + The user finished the input, the sentence "i a" should be saved as a historical sentence in system. And the following input will be counted as a new search. |
| 53 | +
|
| 54 | + Note: |
| 55 | + The input sentence will always start with a letter and end with '#', and only one blank space will exist between two words. |
| 56 | + The number of complete sentences that to be searched won't exceed 100. The length of each sentence including those in the historical data won't exceed 100. |
| 57 | + Please use double-quote instead of single-quote when you write test cases even for a character input. |
| 58 | + Please remember to RESET your class variables declared in class AutocompleteSystem, as static/class variables are persisted across multiple test cases. Please see here for more details. |
| 59 | + */ |
| 60 | +public class _642 { |
| 61 | + |
| 62 | + /**reference: https://discuss.leetcode.com/topic/96150/java-solution-trie-and-priorityqueue/3*/ |
| 63 | + public class AutocompleteSystem { |
| 64 | + |
| 65 | + Map<String, Integer> map = new HashMap<>(); |
| 66 | + List<Map.Entry<String, Integer>> answers = new ArrayList<>(); |
| 67 | + StringBuilder stringBuilder = new StringBuilder(); |
| 68 | + |
| 69 | + public AutocompleteSystem(String[] sentences, int[] times) { |
| 70 | + for (int i = 0; i < sentences.length; i++) { |
| 71 | + map.put(sentences[i], map.getOrDefault(sentences[i], 0) + times[i]); |
| 72 | + } |
| 73 | + } |
| 74 | + |
| 75 | + public List<String> input(char c) { |
| 76 | + List<String> result = new ArrayList<>(); |
| 77 | + if (c == '#') { |
| 78 | + map.put(stringBuilder.toString(), map.getOrDefault(stringBuilder.toString(), 0) + 1); |
| 79 | + stringBuilder.setLength(0); |
| 80 | + answers.clear();/**The use has finished typing, so we'll clean answers to get ready for next search*/ |
| 81 | + } else { |
| 82 | + stringBuilder.append(c); |
| 83 | + /**when its length is 1, we find all the prefix that is a match and put them into answers, |
| 84 | + * then for the rest, we'll just remove those that are not match with the prefix any more, we do this logic in else branch*/ |
| 85 | + if (stringBuilder.length() == 1) { |
| 86 | + for (Map.Entry<String, Integer> entry : map.entrySet()) { |
| 87 | + if (entry.getKey().startsWith(stringBuilder.toString())) { |
| 88 | + answers.add(entry); |
| 89 | + } |
| 90 | + } |
| 91 | + Collections.sort(answers, (a, b) -> a.getValue() == b.getValue() ? a.getKey().compareTo(b.getKey()) : b.getValue() - a.getValue()); |
| 92 | + } else { |
| 93 | + for (Iterator<Map.Entry<String, Integer>> iterator = answers.iterator(); iterator.hasNext();) { |
| 94 | + if (!iterator.next().getKey().startsWith(stringBuilder.toString())) { |
| 95 | + iterator.remove(); |
| 96 | + } |
| 97 | + } |
| 98 | + } |
| 99 | + |
| 100 | + for (int i = 0; i < 3 && i < answers.size(); i++) { |
| 101 | + result.add(answers.get(i).getKey()); |
| 102 | + } |
| 103 | + } |
| 104 | + return result; |
| 105 | + } |
| 106 | + } |
| 107 | + |
| 108 | +} |
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