-
Notifications
You must be signed in to change notification settings - Fork 10
/
Copy pathSimpleMovingAverage.java
47 lines (38 loc) · 1.06 KB
/
SimpleMovingAverage.java
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
package movingaverage;
import java.util.ArrayList;
import java.util.LinkedList;
import java.util.Queue;
import java.lang.*;
import java.util.List;
/**Simple Moving Average (SMA)
*
* @author navdeepgill
*/
public class SimpleMovingAverage {
Queue<Double> window = new LinkedList<Double>();
private final int period;
private double sum;
public List<Double> getMA(List<Double> data){
List<Double> ma_data = new ArrayList<Double>(data.size());
for (double x : data) {
newNum(x);
ma_data.add(getAvg());
}
return ma_data;
}
public SimpleMovingAverage(int period) {
assert period > 0 : "Period must be a positive integer!";
this.period = period;
}
public void newNum(double num) {
sum += num;
window.add(num);
if (window.size() > period) {
sum -= window.remove();
}
}
public double getAvg() {
if (window.isEmpty()) return 0; // technically the average is undefined
return sum / window.size();
}
}