BAEL 767 - Introduction to Apache Commons Math (update) (#1670)
* BAEL 767 - Introduction to apache commons math * BAEL 767 - Moving examples to test classes * BAEL 767 - Renaming tests with BDD convention
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<?xml version="1.0" encoding="UTF-8"?>
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<project xmlns="http://maven.apache.org/POM/4.0.0"
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xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
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xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/xsd/maven-4.0.0.xsd">
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<modelVersion>4.0.0</modelVersion>
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<groupId>com.baeldung</groupId>
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<artifactId>apache-commons-math</artifactId>
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<version>1.0-SNAPSHOT</version>
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<properties>
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<maven-compiler-plugin.version>3.6.0</maven-compiler-plugin.version>
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</properties>
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<build>
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<plugins>
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<plugin>
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<groupId>org.apache.maven.plugins</groupId>
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<artifactId>maven-compiler-plugin</artifactId>
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<version>${maven-compiler-plugin.version}</version>
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<configuration>
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<source>1.8</source>
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<target>1.8</target>
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</configuration>
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</plugin>
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</plugins>
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</build>
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<dependencies>
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<dependency>
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<groupId>org.apache.commons</groupId>
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<artifactId>commons-math3</artifactId>
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<version>3.6.1</version>
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</dependency>
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<dependency>
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<groupId>junit</groupId>
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<artifactId>junit</artifactId>
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<version>4.12</version>
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<scope>test</scope>
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</dependency>
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</dependencies>
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</project>
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package com.baeldung.commons.math;
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import org.apache.commons.math3.complex.Complex;
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import org.junit.Assert;
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import org.junit.Test;
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public class ComplexTests {
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@Test
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public void whenComplexPow_thenCorrect() {
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Complex first = new Complex(1.0, 3.0);
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Complex second = new Complex(2.0, 5.0);
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Complex power = first.pow(second);
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Assert.assertEquals(-0.007563724861696302, power.getReal(), 1e-7);
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Assert.assertEquals(0.01786136835085382, power.getImaginary(), 1e-7);
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}
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}
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package com.baeldung.commons.math;
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import org.apache.commons.math3.fraction.Fraction;
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import org.apache.commons.math3.fraction.FractionFormat;
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import org.junit.Assert;
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import org.junit.Test;
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public class FractionTests {
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@Test
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public void whenFractionAdd_thenCorrect() {
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Fraction lhs = new Fraction(1, 3);
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Fraction rhs = new Fraction(2, 5);
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Fraction sum = lhs.add(rhs);
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Assert.assertEquals(11, sum.getNumerator());
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Assert.assertEquals(15, sum.getDenominator());
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}
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}
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package com.baeldung.commons.math;
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import org.apache.commons.math3.geometry.euclidean.twod.Line;
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import org.apache.commons.math3.geometry.euclidean.twod.Vector2D;
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import org.junit.Assert;
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import org.junit.Test;
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public class GeometryTests {
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@Test
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public void whenLineIntersection_thenCorrect() {
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Line l1 = new Line(new Vector2D(0, 0), new Vector2D(1, 1), 0);
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Line l2 = new Line(new Vector2D(0, 1), new Vector2D(1, 1.5), 0);
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Vector2D intersection = l1.intersection(l2);
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Assert.assertEquals(2, intersection.getX(), 1e-7);
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Assert.assertEquals(2, intersection.getY(), 1e-7);
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}
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}
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package com.baeldung.commons.math;
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import org.apache.commons.math3.analysis.UnivariateFunction;
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import org.apache.commons.math3.analysis.integration.SimpsonIntegrator;
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import org.apache.commons.math3.analysis.integration.UnivariateIntegrator;
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import org.junit.Assert;
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import org.junit.Test;
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public class IntegrationTests {
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@Test
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public void whenUnivariateIntegratorIntegrate_thenCorrect() {
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final UnivariateFunction function = v -> v;
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final UnivariateIntegrator integrator = new SimpsonIntegrator(1.0e-12, 1.0e-8, 1, 32);
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final double i = integrator.integrate(100, function, 0, 10);
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Assert.assertEquals(16 + 2d/3d, i, 1e-7);
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}
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}
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package com.baeldung.commons.math;
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import org.apache.commons.math3.linear.*;
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import org.junit.Assert;
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import org.junit.Test;
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public class LinearAlgebraTests {
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@Test
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public void whenDecompositionSolverSolve_thenCorrect() {
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RealMatrix a =
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new Array2DRowRealMatrix(new double[][] { { 2, 3, -2 }, { -1, 7, 6 }, { 4, -3, -5 } },
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false);
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RealVector b = new ArrayRealVector(new double[] { 1, -2, 1 }, false);
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DecompositionSolver solver = new LUDecomposition(a).getSolver();
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RealVector solution = solver.solve(b);
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Assert.assertEquals(-0.3698630137, solution.getEntry(0), 1e-7);
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Assert.assertEquals(0.1780821918, solution.getEntry(1), 1e-7);
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Assert.assertEquals(-0.602739726, solution.getEntry(2), 1e-7);
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}
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}
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package com.baeldung.commons.math;
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import org.apache.commons.math3.distribution.NormalDistribution;
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import org.junit.Test;
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public class ProbabilitiesTests {
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@Test
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public void whenNormalDistributionSample_thenSuccess() {
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final NormalDistribution normalDistribution = new NormalDistribution(10, 3);
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System.out.println(normalDistribution.sample());
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}
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}
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package com.baeldung.commons.math;
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import org.apache.commons.math3.analysis.UnivariateFunction;
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import org.apache.commons.math3.analysis.solvers.BracketingNthOrderBrentSolver;
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import org.apache.commons.math3.analysis.solvers.UnivariateSolver;
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import org.junit.Assert;
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import org.junit.Test;
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public class RootFindingTests {
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@Test
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public void whenUnivariateSolverSolver_thenCorrect() {
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final UnivariateFunction function = v -> Math.pow(v, 2) - 2;
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UnivariateSolver solver = new BracketingNthOrderBrentSolver(1.0e-12, 1.0e-8, 5);
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double c = solver.solve(100, function, -10.0, 10.0, 0);
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Assert.assertEquals(-Math.sqrt(2), c, 1e-7);
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}
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}
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package com.baeldung.commons.math;
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import org.apache.commons.math3.stat.descriptive.DescriptiveStatistics;
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import org.junit.Assert;
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import org.junit.Before;
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import org.junit.Test;
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public class StatisticsTests {
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private double[] values;
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private DescriptiveStatistics descriptiveStatistics;
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@Before
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public void setUp() {
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values = new double[] {65, 51 , 16, 11 , 6519, 191 ,0 , 98, 19854, 1, 32};
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descriptiveStatistics = new DescriptiveStatistics();
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for(double v : values) {
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descriptiveStatistics.addValue(v);
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}
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}
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@Test
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public void whenDescriptiveStatisticsGetMean_thenCorrect() {
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Assert.assertEquals(2439.8181818181815, descriptiveStatistics.getMean(), 1e-7);
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}
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@Test
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public void whenDescriptiveStatisticsGetMedian_thenCorrect() {
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Assert.assertEquals(51, descriptiveStatistics.getPercentile(50), 1e-7);
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}
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@Test
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public void whenDescriptiveStatisticsGetStandardDeviation_thenCorrect() {
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Assert.assertEquals(6093.054649651221, descriptiveStatistics.getStandardDeviation(), 1e-7);
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}
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}
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