Make MedianOfRunningArray
Generic (#4392)
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8803b1ead5
commit
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@ -6,10 +6,10 @@ import java.util.PriorityQueue;
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/**
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/**
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* @author shrutisheoran
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* @author shrutisheoran
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*/
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*/
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public class MedianOfRunningArray {
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public abstract class MedianOfRunningArray<T extends Number & Comparable<T>> {
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private PriorityQueue<Integer> maxHeap;
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private PriorityQueue<T> maxHeap;
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private PriorityQueue<Integer> minHeap;
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private PriorityQueue<T> minHeap;
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// Constructor
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// Constructor
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public MedianOfRunningArray() {
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public MedianOfRunningArray() {
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@ -21,8 +21,8 @@ public class MedianOfRunningArray {
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Inserting lower half of array to max Heap
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Inserting lower half of array to max Heap
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and upper half to min heap
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and upper half to min heap
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*/
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*/
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public void insert(Integer e) {
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public void insert(final T e) {
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if (!minHeap.isEmpty() && e < minHeap.peek()) {
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if (!minHeap.isEmpty() && e.compareTo(minHeap.peek()) < 0) {
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maxHeap.offer(e);
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maxHeap.offer(e);
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if (maxHeap.size() > minHeap.size() + 1) {
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if (maxHeap.size() > minHeap.size() + 1) {
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minHeap.offer(maxHeap.poll());
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minHeap.offer(maxHeap.poll());
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@ -38,14 +38,16 @@ public class MedianOfRunningArray {
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/*
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/*
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Returns median at any given point
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Returns median at any given point
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*/
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*/
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public double median() {
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public T median() {
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if (maxHeap.isEmpty() && minHeap.isEmpty()) {
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if (maxHeap.isEmpty() && minHeap.isEmpty()) {
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throw new IllegalArgumentException("Enter at least 1 element, Median of empty list is not defined!");
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throw new IllegalArgumentException("Enter at least 1 element, Median of empty list is not defined!");
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} else if (maxHeap.size() == minHeap.size()) {
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T maxHeapTop = maxHeap.peek();
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T minHeapTop = minHeap.peek();
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return calculateAverage(maxHeapTop, minHeapTop);
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}
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return maxHeap.size() > minHeap.size() ? maxHeap.peek() : minHeap.peek();
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}
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}
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if (maxHeap.size() == minHeap.size()) {
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public abstract T calculateAverage(T a, T b);
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return (maxHeap.peek() + minHeap.peek()) / 2.0;
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}
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return maxHeap.size() > minHeap.size() ? maxHeap.peek() * 1.0 : minHeap.peek() * 1.0;
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}
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}
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}
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@ -0,0 +1,8 @@
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package com.thealgorithms.misc;
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public final class MedianOfRunningArrayByte extends MedianOfRunningArray<Byte> {
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@Override
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public Byte calculateAverage(final Byte a, final Byte b) {
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return (byte) ((a + b) / 2);
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}
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}
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@ -0,0 +1,8 @@
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package com.thealgorithms.misc;
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public final class MedianOfRunningArrayDouble extends MedianOfRunningArray<Double> {
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@Override
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public Double calculateAverage(final Double a, final Double b) {
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return (a + b) / 2.0d;
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}
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}
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@ -0,0 +1,8 @@
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package com.thealgorithms.misc;
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public final class MedianOfRunningArrayFloat extends MedianOfRunningArray<Float> {
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@Override
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public Float calculateAverage(final Float a, final Float b) {
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return (a + b) / 2.0f;
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}
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}
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@ -0,0 +1,8 @@
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package com.thealgorithms.misc;
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public final class MedianOfRunningArrayInteger extends MedianOfRunningArray<Integer> {
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@Override
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public Integer calculateAverage(final Integer a, final Integer b) {
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return (a + b) / 2;
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}
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}
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@ -0,0 +1,8 @@
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package com.thealgorithms.misc;
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public final class MedianOfRunningArrayLong extends MedianOfRunningArray<Long> {
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@Override
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public Long calculateAverage(final Long a, final Long b) {
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return (a + b) / 2L;
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}
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}
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@ -1,15 +1,13 @@
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package com.thealgorithms.misc;
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package com.thealgorithms.misc;
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import static org.junit.jupiter.api.Assertions.assertEquals;
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import static org.junit.jupiter.api.Assertions.assertEquals;
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import static org.junit.jupiter.api.Assertions.assertFalse;
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import static org.junit.jupiter.api.Assertions.assertThrows;
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import static org.junit.jupiter.api.Assertions.assertThrows;
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import org.apache.commons.lang3.tuple.Pair;
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import org.junit.jupiter.api.Test;
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import org.junit.jupiter.api.Test;
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/**
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/**
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* Test case for Two sum Problem.
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* Test case for Median Of Running Array Problem.
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* @author Bama Charan Chhandogi (https://github.com/BamaCharanChhandogi)
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* @author Ansh Shah (https://github.com/govardhanshah456)
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*/
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*/
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public class MedianOfRunningArrayTest {
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public class MedianOfRunningArrayTest {
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@ -17,71 +15,71 @@ public class MedianOfRunningArrayTest {
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@Test
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@Test
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public void testWhenInvalidInoutProvidedShouldThrowException() {
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public void testWhenInvalidInoutProvidedShouldThrowException() {
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MedianOfRunningArray stream = new MedianOfRunningArray();
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var stream = new MedianOfRunningArrayInteger();
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IllegalArgumentException exception = assertThrows(IllegalArgumentException.class, () -> stream.median());
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IllegalArgumentException exception = assertThrows(IllegalArgumentException.class, () -> stream.median());
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assertEquals(exception.getMessage(), EXCEPTION_MESSAGE);
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assertEquals(exception.getMessage(), EXCEPTION_MESSAGE);
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}
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}
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@Test
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@Test
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public void testWithNegativeValues() {
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public void testWithNegativeValues() {
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MedianOfRunningArray stream = new MedianOfRunningArray();
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var stream = new MedianOfRunningArrayInteger();
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stream.insert(-1);
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stream.insert(-1);
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assertEquals(-1, stream.median());
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assertEquals(-1, stream.median());
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stream.insert(-2);
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stream.insert(-2);
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assertEquals(-1.5, stream.median());
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assertEquals(-1, stream.median());
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stream.insert(-3);
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stream.insert(-3);
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assertEquals(-2, stream.median());
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assertEquals(-2, stream.median());
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}
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}
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@Test
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@Test
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public void testWithSingleValues() {
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public void testWithSingleValues() {
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MedianOfRunningArray stream = new MedianOfRunningArray();
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var stream = new MedianOfRunningArrayInteger();
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stream.insert(-1);
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stream.insert(-1);
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assertEquals(-1, stream.median());
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assertEquals(-1, stream.median());
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}
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}
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@Test
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@Test
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public void testWithRandomValues() {
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public void testWithRandomValues() {
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MedianOfRunningArray stream = new MedianOfRunningArray();
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var stream = new MedianOfRunningArrayInteger();
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stream.insert(10);
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stream.insert(10);
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assertEquals(10.0, stream.median());
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assertEquals(10, stream.median());
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stream.insert(5);
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stream.insert(5);
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assertEquals(7.5, stream.median());
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assertEquals(7, stream.median());
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stream.insert(20);
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stream.insert(20);
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assertEquals(10.0, stream.median());
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assertEquals(10, stream.median());
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stream.insert(15);
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stream.insert(15);
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assertEquals(12.5, stream.median());
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assertEquals(12, stream.median());
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stream.insert(25);
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stream.insert(25);
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assertEquals(15.0, stream.median());
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assertEquals(15, stream.median());
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stream.insert(30);
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stream.insert(30);
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assertEquals(17.5, stream.median());
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assertEquals(17, stream.median());
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stream.insert(35);
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stream.insert(35);
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assertEquals(20.0, stream.median());
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assertEquals(20, stream.median());
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stream.insert(1);
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stream.insert(1);
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assertEquals(17.5, stream.median());
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assertEquals(17, stream.median());
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}
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}
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@Test
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@Test
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public void testWithNegativeAndPositiveValues() {
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public void testWithNegativeAndPositiveValues() {
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MedianOfRunningArray stream = new MedianOfRunningArray();
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var stream = new MedianOfRunningArrayInteger();
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stream.insert(-1);
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stream.insert(-1);
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assertEquals(-1, stream.median());
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assertEquals(-1, stream.median());
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stream.insert(2);
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stream.insert(2);
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assertEquals(0.5, stream.median());
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assertEquals(0, stream.median());
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stream.insert(-3);
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stream.insert(-3);
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assertEquals(-1, stream.median());
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assertEquals(-1, stream.median());
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}
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}
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@Test
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@Test
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public void testWithDuplicateValues() {
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public void testWithDuplicateValues() {
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MedianOfRunningArray stream = new MedianOfRunningArray();
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var stream = new MedianOfRunningArrayInteger();
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stream.insert(-1);
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stream.insert(-1);
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assertEquals(-1, stream.median());
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assertEquals(-1, stream.median());
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stream.insert(-1);
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stream.insert(-1);
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@ -92,7 +90,7 @@ public class MedianOfRunningArrayTest {
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@Test
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@Test
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public void testWithDuplicateValuesB() {
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public void testWithDuplicateValuesB() {
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MedianOfRunningArray stream = new MedianOfRunningArray();
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var stream = new MedianOfRunningArrayInteger();
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stream.insert(10);
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stream.insert(10);
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stream.insert(20);
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stream.insert(20);
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stream.insert(10);
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stream.insert(10);
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@ -105,7 +103,7 @@ public class MedianOfRunningArrayTest {
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@Test
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@Test
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public void testWithLargeValues() {
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public void testWithLargeValues() {
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MedianOfRunningArray stream = new MedianOfRunningArray();
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var stream = new MedianOfRunningArrayInteger();
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stream.insert(1000000);
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stream.insert(1000000);
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assertEquals(1000000, stream.median());
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assertEquals(1000000, stream.median());
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stream.insert(12000);
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stream.insert(12000);
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@ -113,49 +111,89 @@ public class MedianOfRunningArrayTest {
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stream.insert(15000000);
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stream.insert(15000000);
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assertEquals(1000000, stream.median());
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assertEquals(1000000, stream.median());
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stream.insert(2300000);
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stream.insert(2300000);
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assertEquals(1650000.00, stream.median());
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assertEquals(1650000, stream.median());
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}
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}
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@Test
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@Test
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public void testWithLargeCountOfValues() {
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public void testWithLargeCountOfValues() {
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MedianOfRunningArray stream = new MedianOfRunningArray();
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var stream = new MedianOfRunningArrayInteger();
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for (int i = 1; i <= 1000; i++) stream.insert(i);
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for (int i = 1; i <= 1000; i++) stream.insert(i);
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assertEquals(500.5, stream.median());
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assertEquals(500, stream.median());
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}
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}
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@Test
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@Test
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public void testWithThreeValuesInDescendingOrder() {
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public void testWithThreeValuesInDescendingOrder() {
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MedianOfRunningArray stream = new MedianOfRunningArray();
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var stream = new MedianOfRunningArrayInteger();
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stream.insert(30);
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stream.insert(30);
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stream.insert(20);
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stream.insert(20);
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stream.insert(10);
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stream.insert(10);
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assertEquals(20.0, stream.median());
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assertEquals(20, stream.median());
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}
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}
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@Test
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@Test
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public void testWithThreeValuesInOrder() {
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public void testWithThreeValuesInOrder() {
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MedianOfRunningArray stream = new MedianOfRunningArray();
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var stream = new MedianOfRunningArrayInteger();
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stream.insert(10);
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stream.insert(10);
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stream.insert(20);
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stream.insert(20);
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stream.insert(30);
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stream.insert(30);
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assertEquals(20.0, stream.median());
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assertEquals(20, stream.median());
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}
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}
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@Test
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@Test
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public void testWithThreeValuesNotInOrderA() {
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public void testWithThreeValuesNotInOrderA() {
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MedianOfRunningArray stream = new MedianOfRunningArray();
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var stream = new MedianOfRunningArrayInteger();
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stream.insert(30);
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stream.insert(30);
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stream.insert(10);
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stream.insert(10);
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stream.insert(20);
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stream.insert(20);
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assertEquals(20.0, stream.median());
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assertEquals(20, stream.median());
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}
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}
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@Test
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@Test
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public void testWithThreeValuesNotInOrderB() {
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public void testWithThreeValuesNotInOrderB() {
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MedianOfRunningArray stream = new MedianOfRunningArray();
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var stream = new MedianOfRunningArrayInteger();
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stream.insert(20);
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stream.insert(20);
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stream.insert(10);
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stream.insert(10);
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stream.insert(30);
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stream.insert(30);
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assertEquals(20.0, stream.median());
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assertEquals(20, stream.median());
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}
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@Test
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public void testWithFloatValues() {
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var stream = new MedianOfRunningArrayFloat();
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stream.insert(20.0f);
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assertEquals(20.0f, stream.median());
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stream.insert(10.5f);
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assertEquals(15.25f, stream.median());
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stream.insert(30.0f);
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assertEquals(20.0f, stream.median());
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}
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@Test
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public void testWithByteValues() {
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var stream = new MedianOfRunningArrayByte();
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stream.insert((byte) 120);
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assertEquals((byte) 120, stream.median());
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stream.insert((byte) -120);
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assertEquals((byte) 0, stream.median());
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stream.insert((byte) 127);
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assertEquals((byte) 120, stream.median());
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}
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@Test
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public void testWithLongValues() {
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var stream = new MedianOfRunningArrayLong();
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stream.insert(120000000L);
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assertEquals(120000000L, stream.median());
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stream.insert(92233720368547757L);
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assertEquals(46116860244273878L, stream.median());
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}
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@Test
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public void testWithDoubleValues() {
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var stream = new MedianOfRunningArrayDouble();
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stream.insert(12345.67891);
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assertEquals(12345.67891, stream.median());
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stream.insert(23456789.98);
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assertEquals(Double.valueOf(11734567.83), stream.median(), .01);
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}
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}
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}
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}
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