Design a class to find the kth largest element in a stream. Note that it is the kth largest element in the sorted order, not the kth distinct element.
Your KthLargest
class will have a constructor which accepts an integer k
and an integer array nums
, which contains initial elements from the stream. For each call to the method KthLargest.add
, return the element representing the kth largest element in the stream.
Example:
int k = 3;int[] arr = [4,5,8,2];KthLargest kthLargest = new KthLargest(3, arr);kthLargest.add(3); // returns 4kthLargest.add(5); // returns 5kthLargest.add(10); // returns 5kthLargest.add(9); // returns 8kthLargest.add(4); // returns 8
Note:
You may assume thatnums
' length ≥ k-1
and k
≥ 1. 找第k大的数,优先队列,小顶堆。
class KthLargest { private PriorityQueueq; private int k; public KthLargest(int k, int[] nums) { this.k = k; q = new PriorityQueue<>(k); for (int n : nums) add(n); } public int add(int val) { if (q.size() < k) q.offer(val); else if (q.peek() < val) { q.poll(); q.offer(val); } return q.peek(); }}