Example Code for BAEL-1425 (#4394)
* added example code for Java mail * added examp code for BAEL-1425 * updated example code for BAEL-1425
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@ -198,6 +198,11 @@
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<artifactId>mail</artifactId>
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<version>${javax.mail.version}</version>
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</dependency>
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<dependency>
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<groupId>javax.mail</groupId>
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<artifactId>mail</artifactId>
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<version>1.5.0-b01</version>
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</dependency>
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</dependencies>
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<build>
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@ -698,6 +698,17 @@
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<artifactId>jctools-core</artifactId>
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<version>${jctools.version}</version>
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</dependency>
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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>${common-math3-version}</version>
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</dependency>
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<dependency>
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<groupId>org.knowm.xchart</groupId>
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<artifactId>xchart</artifactId>
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<version>${xchart-version}</version>
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</dependency>
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</dependencies>
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<repositories>
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@ -910,6 +921,8 @@
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<jets3t-version>0.9.4.0006L</jets3t-version>
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<jctools.version>2.1.2</jctools.version>
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<typesafe-akka.version>2.5.11</typesafe-akka.version>
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<common-math3-version>3.6.1</common-math3-version>
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<xchart-version>3.5.2</xchart-version>
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</properties>
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</project>
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@ -0,0 +1,90 @@
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package com.baeldung.commons.math3;
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import org.apache.commons.math3.stat.Frequency;
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import org.knowm.xchart.CategoryChart;
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import org.knowm.xchart.CategoryChartBuilder;
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import org.knowm.xchart.SwingWrapper;
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import org.knowm.xchart.style.Styler;
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import java.util.*;
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public class Histogram {
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public Histogram() {
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Map distributionMap = processRawData();
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List yData = new ArrayList();
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yData.addAll(distributionMap.values());
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List xData = Arrays.asList(distributionMap.keySet().toArray());
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CategoryChart chart = buildChart(xData, yData);
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new SwingWrapper<>(chart).displayChart();
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}
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private CategoryChart buildChart(List xData, List yData) {
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// Create Chart
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CategoryChart chart = new CategoryChartBuilder().width(800).height(600)
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.title("Age Distribution")
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.xAxisTitle("Age Group")
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.yAxisTitle("Frequency")
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.build();
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chart.getStyler().setLegendPosition(Styler.LegendPosition.InsideNW);
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chart.getStyler().setAvailableSpaceFill(0.99);
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chart.getStyler().setOverlapped(true);
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chart.addSeries("age group", xData, yData);
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return chart;
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}
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private Map processRawData() {
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List<Integer> datasetList = Arrays.asList(36, 25, 38, 46, 55, 68, 72, 55, 36, 38, 67, 45, 22, 48, 91, 46, 52, 61, 58, 55);
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Frequency frequency = new Frequency();
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datasetList.forEach(d -> frequency.addValue(Double.parseDouble(d.toString())));
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int classWidth = 10;
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Map distributionMap = new TreeMap();
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List processed = new ArrayList();
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datasetList.forEach(d -> {
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double observation = Double.parseDouble(d.toString());
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if(processed.contains(observation))
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return;
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long observationFrequency = frequency.getCount(observation);
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int upperBoundary = (observation > classWidth) ? Math.multiplyExact( (int) Math.ceil(observation / classWidth), classWidth) : classWidth;
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int lowerBoundary = (upperBoundary > classWidth) ? Math.subtractExact(upperBoundary, classWidth) : 0;
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String bin = lowerBoundary + "-" + upperBoundary;
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int prevUpperBoundary = lowerBoundary;
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int prevLowerBoundary = (lowerBoundary > classWidth) ? lowerBoundary - classWidth : 0;
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String prevBin = prevLowerBoundary + "-" + prevUpperBoundary;
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if(!distributionMap.containsKey(prevBin))
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distributionMap.put(prevBin, 0);
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if(!distributionMap.containsKey(bin)) {
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distributionMap.put(bin, observationFrequency);
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}
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else {
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long oldFrequency = Long.parseLong(distributionMap.get(bin).toString());
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distributionMap.replace(bin, oldFrequency + observationFrequency);
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}
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processed.add(observation);
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});
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return distributionMap;
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}
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public static void main(String[] args) {
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new Histogram();
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}
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}
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