1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69
| class Solution { private static class Word implements Comparable<Word> { private final String word; private final int freq;
public Word(String word, int freq) { this.word = word; this.freq = freq; }
@Override public int compareTo(Word o) { int diff = o.freq - this.freq; if (diff == 0) { return this.word.compareTo(o.word); } else { return diff; } } }
public List<String> topKFrequent(String[] words, int k) { Map<String, Integer> wordToFreqMap = new HashMap<>(); for (String word : words) { wordToFreqMap.put(word, wordToFreqMap.getOrDefault(word, 0) + 1); }
Word[] wordArray = wordToFreqMap.entrySet().stream().map(entry -> new Word(entry.getKey(), entry.getValue())).toArray(Word[]::new); int targetIndex = k - 1; int left = 0, right = wordArray.length - 1; while (true) { int pivotIndex = partition(wordArray, left, right); if (pivotIndex < targetIndex) { left = pivotIndex + 1; } else if (pivotIndex > targetIndex) { right = pivotIndex - 1; } else { Word[] targetArray = Arrays.copyOfRange(wordArray, 0, pivotIndex + 1); Arrays.sort(targetArray); return Arrays.stream(targetArray).map(word -> word.word).collect(Collectors.toList()); } } }
private int partition(Word[] wordArray, int left, int right) { int randomIndex = left + ThreadLocalRandom.current().nextInt(right - left + 1); swap(wordArray, left, randomIndex);
Word pivotWord = wordArray[left]; int i = left, j = right; while (i < j) { while (i < j && wordArray[j].compareTo(pivotWord) >= 0) { j--; } while (i < j && wordArray[i].compareTo(pivotWord) <= 0) { i++; } swap(wordArray, i, j); } swap(wordArray, i, left); return i; }
private void swap(Word[] wordArray, int i, int j) { Word tmp = wordArray[i]; wordArray[i] = wordArray[j]; wordArray[j] = tmp; } }
|