diff --git a/java-numbers-4/pom.xml b/java-numbers-4/pom.xml new file mode 100644 index 0000000000..e1722fb039 --- /dev/null +++ b/java-numbers-4/pom.xml @@ -0,0 +1,52 @@ + + 4.0.0 + java-numbers-4 + java-numbers-4 + jar + + + com.baeldung + parent-java + 0.0.1-SNAPSHOT + ../parent-java + + + + + io.vavr + vavr + ${vavr.version} + + + org.apache.commons + commons-lang3 + ${commons.version} + test + + + org.assertj + assertj-core + ${assertj.version} + test + + + + + java-numbers-4 + + + src/main/resources + true + + + + + + 0.10.2 + 3.9 + 3.6.1 + + + diff --git a/java-numbers-4/src/main/java/com/baeldung/probability/MaleHeightGenerator.java b/java-numbers-4/src/main/java/com/baeldung/probability/MaleHeightGenerator.java new file mode 100644 index 0000000000..ed3fb8a578 --- /dev/null +++ b/java-numbers-4/src/main/java/com/baeldung/probability/MaleHeightGenerator.java @@ -0,0 +1,17 @@ +package com.baeldung.probability; + +import org.apache.commons.math3.distribution.NormalDistribution; + +public class MaleHeightGenerator { + private static final double MEAN_HEIGHT = 176.02; + private static final double STANDARD_DEVIATION = 7.11; + private static NormalDistribution distribution = new NormalDistribution(MEAN_HEIGHT, STANDARD_DEVIATION); + + public static double generateNormalHeight() { + return distribution.sample(); + } + + public static double probabilityOfHeightBetween(double heightLowerExclusive, double heightUpperInclusive) { + return distribution.probability(heightLowerExclusive, heightUpperInclusive); + } +} diff --git a/java-numbers-4/src/main/java/com/baeldung/probability/RandomInvoker.java b/java-numbers-4/src/main/java/com/baeldung/probability/RandomInvoker.java new file mode 100644 index 0000000000..66f82022ea --- /dev/null +++ b/java-numbers-4/src/main/java/com/baeldung/probability/RandomInvoker.java @@ -0,0 +1,19 @@ +package com.baeldung.probability; + +import io.vavr.Lazy; + +import java.util.SplittableRandom; +import java.util.function.Supplier; + +public class RandomInvoker { + private final Lazy random = Lazy.of(SplittableRandom::new); + + public T withProbability(Supplier positiveCase, Supplier negativeCase, int probability) { + SplittableRandom random = this.random.get(); + if (random.nextInt(1, 101) <= probability) { + return positiveCase.get(); + } else { + return negativeCase.get(); + } + } +} diff --git a/java-numbers-4/src/test/java/com/baeldung/probability/RandomInvokerUnitTest.java b/java-numbers-4/src/test/java/com/baeldung/probability/RandomInvokerUnitTest.java new file mode 100644 index 0000000000..b08c086e30 --- /dev/null +++ b/java-numbers-4/src/test/java/com/baeldung/probability/RandomInvokerUnitTest.java @@ -0,0 +1,24 @@ +package com.baeldung.probability; + +import org.assertj.core.data.Offset; +import org.junit.Test; + +import java.util.stream.Stream; + +import static org.assertj.core.api.Assertions.assertThat; + +public class RandomInvokerUnitTest { + @Test + public void givenProbability_whenInvoked_invokeWithProbability() { + RandomInvoker randomInvoker = new RandomInvoker(); + + int numberOfSamples = 1_000_000; + int probability = 10; + int howManyTimesInvoked = Stream.generate(() -> randomInvoker.withProbability(() -> 1, () -> 0, probability)) + .limit(numberOfSamples) + .mapToInt(e -> e).sum(); + int monteCarloProbability = (howManyTimesInvoked * 100) / numberOfSamples; + + assertThat(monteCarloProbability).isCloseTo(probability, Offset.offset(1)); + } +} diff --git a/pom.xml b/pom.xml index 5ed3791760..b110cb0fe0 100644 --- a/pom.xml +++ b/pom.xml @@ -343,18 +343,18 @@ animal-sniffer-mvn-plugin annotations antlr - - apache-cxf - apache-libraries - apache-olingo/olingo2 - apache-poi + + apache-cxf + apache-libraries + apache-olingo/olingo2 + apache-poi apache-rocketmq - apache-shiro + apache-shiro apache-spark apache-tapestry apache-thrift apache-tika - apache-velocity + apache-velocity asciidoctor asm @@ -443,7 +443,8 @@ java-lite java-numbers java-numbers-2 - java-numbers-3 + java-numbers-3 + java-numbers-4 java-rmi java-spi java-vavr-stream @@ -856,18 +857,18 @@ animal-sniffer-mvn-plugin annotations antlr - - apache-cxf - apache-libraries - apache-olingo/olingo2 - apache-poi + + apache-cxf + apache-libraries + apache-olingo/olingo2 + apache-poi apache-rocketmq - apache-shiro + apache-shiro apache-spark apache-tapestry apache-thrift apache-tika - apache-velocity + apache-velocity asciidoctor asm @@ -956,6 +957,7 @@ java-numbers java-numbers-2 java-numbers-3 + java-numbers-4 java-rmi java-spi java-vavr-stream