346. Moving Average from Data Stream (Easy)
Given a stream of integers and a window size, calculate the moving average of all integers in the sliding window.
For example,
MovingAverage m = new MovingAverage(3);
m.next(1) = 1
m.next(10) = (1 + 10) / 2
m.next(3) = (1 + 10 + 3) / 3
m.next(5) = (10 + 3 + 5) / 3
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Solution: queue
49ms
class MovingAverage {
public:
/** Initialize your data structure here. */
MovingAverage(int size): k(size), sum(0) {
}
double next(int val) {
sum += val;
nums.push(val);
if (nums.size() > k) {
sum -= nums.front();
nums.pop();
}
return sum/nums.size();
}
private:
int k;
double sum;
queue<int> nums;
};
/**
* Your MovingAverage object will be instantiated and called as such:
* MovingAverage obj = new MovingAverage(size);
* double param_1 = obj.next(val);
*/
version: use vector
46ms
class MovingAverage {
public:
/** Initialize your data structure here. */
MovingAverage(int size): k(size), n(0), insert(0), sum(0), nums(size,0) {
}
double next(int val) {
if (n < k) ++n;
sum += val;
sum -= nums[insert];
nums[insert] = val;
insert = (insert+1)%k;
return sum/n;
}
private:
int k, n, insert;
double sum;
vector<int> nums;
};
/**
* Your MovingAverage object will be instantiated and called as such:
* MovingAverage obj = new MovingAverage(size);
* double param_1 = obj.next(val);
*/