Created
June 29, 2018 00:38
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import java.util.ArrayList; | |
import java.util.Arrays; | |
import java.util.List; | |
/** | |
* | |
* @author Maikel Chandika ([email protected]) | |
* | |
* Java Array Window Sliding Average. | |
* With O(n) time complexity. | |
* | |
*/ | |
public class SlidingWindowAverage { | |
public static void main(String[] args) { | |
int[] input = {2, 3, 4, 5}; // -> [2.5, 3.5, 4.5] | |
System.out.println("before: " + Arrays.toString(input)); | |
System.out.println("after : "+ Arrays.toString(calc(input, 2))); | |
System.out.println(); | |
int[] input2 = {2, 3, 4, 5, 8, 9, 7}; // -> [2.5, 3.5, 4.5, 6.5, 8.5, 8] | |
System.out.println("before: " + Arrays.toString(input2)); | |
System.out.println("after : "+ Arrays.toString(calc(input2, 2))); | |
System.out.println(); | |
int[] input3 = {2, 5, 7}; // -> [3.5, 6] | |
System.out.println("before: " + Arrays.toString(input3)); | |
System.out.println("after : "+ Arrays.toString(calc(input3, 2))); | |
} | |
static Double[] calc(int[] arr, int window) { | |
List<Double> r = new ArrayList<>(); | |
int n = 1; | |
double sum = 0.0d, w = window, start = (double) arr[0]; | |
for (int i = 0; i < arr.length; i++) { | |
double d = arr[i]; | |
if (n < window) { | |
sum += d; | |
n++; | |
} else { | |
sum = sum + d; | |
r.add(sum / w); | |
sum = sum - start; | |
start = arr[i - (window - 2) > 0 ? i - (window - 2) : 0]; | |
n = window < 3 ? window : window - 1; | |
} | |
} | |
return r.toArray(new Double[r.size()]); | |
} | |
} |
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