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Find Median from Data Stream.java
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// Runtime: 183 ms (Top 63.97%) | Memory: 124.7 MB (Top 57.27%)
class MedianFinder {
PriorityQueue maxHeap;
PriorityQueue minHeap;
public MedianFinder() {
maxHeap= new PriorityQueue<Integer>((a,b)->b-a);
minHeap= new PriorityQueue<Integer>();
}
public void addNum(int num) {
//Pushing
if ( maxHeap.isEmpty() || ((int)maxHeap.peek() > num) ){
maxHeap.offer(num);
}
else{
minHeap.offer(num);
}
//Balancing
if ( maxHeap.size() > minHeap.size()+ 1){
minHeap.offer(maxHeap.peek());
maxHeap.poll();
}
else if (minHeap.size() > maxHeap.size()+ 1 ){
maxHeap.offer(minHeap.peek());
minHeap.poll();
}
}
public double findMedian() {
//Evaluating Median
if ( maxHeap.size() == minHeap.size() ){ // Even Number
return ((int)maxHeap.peek()+ (int)minHeap.peek())/2.0;
}
else{ //Odd Number
if ( maxHeap.size() > minHeap.size()){
return (int)maxHeap.peek()+ 0.0;
}
else{ // minHeap.size() > maxHeap.size()
return (int)minHeap.peek()+ 0.0;
}
}
}
}