703. Kth Largest Element in a Stream
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 4
kthLargest.add(5); // returns 5
kthLargest.add(10); // returns 5
kthLargest.add(9); // returns 8
kthLargest.add(4); // returns 8
Note:
You may assume that nums
' length ≥ k-1
and k
≥ 1.
class KthLargest {
public:
KthLargest(int k, vector<int>& nums) : cap(k) {
for (const int& num : nums) {
pq.push(num);
if (pq.size() > cap) pq.pop();
}
}
int add(int val) {
pq.push(val);
if (pq.size() > cap) pq.pop();
return pq.top();
}
private:
priority_queue<int, vector<int>, greater<int> > pq;
int cap;
};
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