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| 1 | +/* |
| 2 | + * To change this license header, choose License Headers in Project Properties. |
| 3 | + * To change this template file, choose Tools | Templates |
| 4 | + * and open the template in the editor. |
| 5 | + */ |
| 6 | + |
| 7 | +/** |
| 8 | + * |
| 9 | + * @author architgarg |
| 10 | + */ |
| 11 | +import java.util.*; |
| 12 | +public class MedianRunning { |
| 13 | + public static void main(String args[]) { |
| 14 | + int a[] = {1, 9, 8, 19, 15, 5}; |
| 15 | + double arr[] = findMedian(a); |
| 16 | + for (int i = 0; i < arr.length; i++) { |
| 17 | + System.out.print(arr[i] + " "); |
| 18 | + } |
| 19 | + } |
| 20 | + |
| 21 | + public static double[] findMedian(int a[]) { |
| 22 | + PriorityQueue<Integer> lowers = new PriorityQueue<>(new Comparator<Integer>() { |
| 23 | + @Override |
| 24 | + public int compare(Integer o1, Integer o2) { |
| 25 | + return -1 * o1.compareTo(o2); |
| 26 | + } |
| 27 | + |
| 28 | + }); |
| 29 | + PriorityQueue<Integer> highers = new PriorityQueue<>(); |
| 30 | + double median[] = new double[a.length]; |
| 31 | + for (int i = 0; i < a.length; i++) { |
| 32 | + int number = a[i]; |
| 33 | + addNumber(number, lowers, highers); |
| 34 | + rebalance(lowers, highers); |
| 35 | + median[i] = getMedian(lowers, highers); |
| 36 | + } |
| 37 | + |
| 38 | + return median; |
| 39 | + } |
| 40 | + |
| 41 | + public static void addNumber(int number, PriorityQueue<Integer> lowers, PriorityQueue<Integer> highers) { |
| 42 | + if (lowers.size() == 0 || number < lowers.peek()) { |
| 43 | + lowers.add(number); |
| 44 | + } |
| 45 | + else |
| 46 | + highers.add(number); |
| 47 | + } |
| 48 | + |
| 49 | + public static void rebalance(PriorityQueue<Integer> lowers, PriorityQueue<Integer> highers) { |
| 50 | + PriorityQueue<Integer> biggerHeap = lowers.size() > highers.size() ? lowers : highers; |
| 51 | + PriorityQueue<Integer> smallerHeap = lowers.size() > highers.size() ? highers : lowers; |
| 52 | + if ((biggerHeap.size() - smallerHeap.size()) >= 2) { |
| 53 | + smallerHeap.add(biggerHeap.poll()); |
| 54 | + } |
| 55 | + } |
| 56 | + |
| 57 | + public static double getMedian(PriorityQueue<Integer> lowers, PriorityQueue<Integer> highers) { |
| 58 | + PriorityQueue<Integer> biggerHeap = lowers.size() > highers.size() ? lowers : highers; |
| 59 | + PriorityQueue<Integer> smallerHeap = lowers.size() > highers.size() ? highers : lowers; |
| 60 | + if (biggerHeap.size() == smallerHeap.size()) { |
| 61 | + return ((double)(biggerHeap.peek() + smallerHeap.peek()) / 2 ); |
| 62 | + } |
| 63 | + return biggerHeap.peek(); |
| 64 | + } |
| 65 | +} |
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