extern.PlotBySplitClassRenderer.java Source code

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/* ===========================================================
 * JFreeChart : a free chart library for the Java(tm) platform
 * ===========================================================
 *
 * (C) Copyright 2000-2009, by Object Refinery Limited and Contributors.
 *
 * Project Info:  http://www.jfree.org/jfreechart/index.html
 *
 * This library is free software; you can redistribute it and/or modify it
 * under the terms of the GNU Lesser General Public License as published by
 * the Free Software Foundation; either version 2.1 of the License, or
 * (at your option) any later version.
 *
 * This library is distributed in the hope that it will be useful, but
 * WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY
 * or FITNESS FOR A PARTICULAR PURPOSE. See the GNU Lesser General Public
 * License for more details.
 *
 * You should have received a copy of the GNU Lesser General Public
 * License along with this library; if not, write to the Free Software
 * Foundation, Inc., 51 Franklin Street, Fifth Floor, Boston, MA  02110-1301,
 * USA.
 *
 * [Java is a trademark or registered trademark of Sun Microsystems, Inc.
 * in the United States and other countries.]
 *
 * --------------------------
 * BoxAndWhiskerRenderer.java
 * --------------------------
 * (C) Copyright 2003-2009, by David Browning and Contributors.
 *
 * Original Author:  David Browning (for the Australian Institute of Marine
 *                   Science);
 * Contributor(s):   David Gilbert (for Object Refinery Limited);
 *                   Tim Bardzil;
 *                   Rob Van der Sanden (patches 1866446 and 1888422);
 *
 * Changes
 * -------
 * 26-Aug-2008 : Modified to represent the class you now see here.
 */

package extern;

import java.awt.Color;
import java.awt.Graphics2D;
import java.awt.Paint;
import java.awt.Shape;
import java.awt.Stroke;
import java.awt.geom.Ellipse2D;
import java.awt.geom.Line2D;
import java.awt.geom.Point2D;
import java.awt.geom.Rectangle2D;
import java.io.IOException;
import java.io.ObjectInputStream;
import java.io.ObjectOutputStream;
import java.io.Serializable;
import java.util.ArrayList;
import java.util.List;

import org.jfree.chart.LegendItem;
import org.jfree.chart.axis.CategoryAxis;
import org.jfree.chart.axis.ValueAxis;
import org.jfree.chart.entity.EntityCollection;
import org.jfree.chart.event.RendererChangeEvent;
import org.jfree.chart.plot.CategoryPlot;
import org.jfree.chart.plot.PlotOrientation;
import org.jfree.chart.plot.PlotRenderingInfo;
import org.jfree.chart.renderer.Outlier;
import org.jfree.chart.renderer.category.AbstractCategoryItemRenderer;
import org.jfree.chart.renderer.category.CategoryItemRendererState;
import org.jfree.data.category.CategoryDataset;
import org.jfree.data.statistics.BoxAndWhiskerCategoryDataset;
import org.jfree.io.SerialUtilities;
import org.jfree.ui.RectangleEdge;
import org.jfree.util.PaintUtilities;
import org.jfree.util.PublicCloneable;

/**
 * A box-and-whisker renderer.  This renderer requires a
 * {@link BoxAndWhiskerCategoryDataset} and is for use with the
 * {@link CategoryPlot} class. This renderer also needs a fix
 * that is provided in the {@link NpairsBoxWhiskerAxisFix} class.
 */
public class PlotBySplitClassRenderer extends AbstractCategoryItemRenderer
        implements Cloneable, PublicCloneable, Serializable {

    private double prevX = -1.0;
    private double prevY = -1.0;
    private int lastSplitObj = -1;
    private boolean newSplit = false;

    /** For serialization. */
    private static final long serialVersionUID = 632027470694481177L;

    /** The color used to paint the median line and average marker. */
    private transient Paint artifactPaint;

    /** A flag that controls whether or not the box is filled. */
    private boolean fillBox;

    /** The margin between items (boxes) within a category. */
    private double itemMargin;

    /**
     * The maximum bar width as percentage of the available space in the plot,
     * where 0.05 is five percent.
     */
    private double maximumBarWidth;

    /**
     * Default constructor.
     */
    public PlotBySplitClassRenderer() {
        this.artifactPaint = Color.black;
        this.fillBox = true;
        this.itemMargin = 0.20;
        this.maximumBarWidth = 1.0;
        this.setDataBoundsIncludesVisibleSeriesOnly(false); // required as of freechart 1.0.13
    }

    /**
     * Returns the paint used to color the median and average markers.
     *
     * @return The paint used to draw the median and average markers (never
     *     <code>null</code>).
     *
     * @see #setArtifactPaint(Paint)
     */
    public Paint getArtifactPaint() {
        return this.artifactPaint;
    }

    /**
     * Sets the paint used to color the median and average markers and sends
     * a {@link RendererChangeEvent} to all registered listeners.
     *
     * @param paint  the paint (<code>null</code> not permitted).
     *
     * @see #getArtifactPaint()
     */
    public void setArtifactPaint(Paint paint) {
        if (paint == null) {
            throw new IllegalArgumentException("Null 'paint' argument.");
        }
        this.artifactPaint = paint;
        fireChangeEvent();
    }

    /**
     * Returns the flag that controls whether or not the box is filled.
     *
     * @return A boolean.
     *
     * @see #setFillBox(boolean)
     */
    public boolean getFillBox() {
        return this.fillBox;
    }

    /**
     * Sets the flag that controls whether or not the box is filled and sends a
     * {@link RendererChangeEvent} to all registered listeners.
     *
     * @param flag  the flag.
     *
     * @see #getFillBox()
     */
    public void setFillBox(boolean flag) {
        this.fillBox = flag;
        fireChangeEvent();
    }

    /**
     * Returns the item margin.  This is a percentage of the available space
     * that is allocated to the space between items in the chart.
     *
     * @return The margin.
     *
     * @see #setItemMargin(double)
     */
    public double getItemMargin() {
        return this.itemMargin;
    }

    /**
     * Sets the item margin and sends a {@link RendererChangeEvent} to all
     * registered listeners.
     *
     * @param margin  the margin (a percentage).
     *
     * @see #getItemMargin()
     */
    public void setItemMargin(double margin) {
        this.itemMargin = margin;
        fireChangeEvent();
    }

    /**
     * Returns the maximum bar width as a percentage of the available drawing
     * space.
     *
     * @return The maximum bar width.
     *
     * @see #setMaximumBarWidth(double)
     *
     * @since 1.0.10
     */
    public double getMaximumBarWidth() {
        return this.maximumBarWidth;
    }

    /**
     * Sets the maximum bar width, which is specified as a percentage of the
     * available space for all bars, and sends a {@link RendererChangeEvent}
     * to all registered listeners.
     *
     * @param percent  the maximum Bar Width (a percentage).
     *
     * @see #getMaximumBarWidth()
     *
     * @since 1.0.10
     */
    public void setMaximumBarWidth(double percent) {
        this.maximumBarWidth = percent;
        fireChangeEvent();
    }

    /**
     * Returns a legend item for a series.
     *
     * @param datasetIndex  the dataset index (zero-based).
     * @param series  the series index (zero-based).
     *
     * @return The legend item (possibly <code>null</code>).
     */
    public LegendItem getLegendItem(int datasetIndex, int series) {

        CategoryPlot cp = getPlot();
        if (cp == null) {
            return null;
        }

        // check that a legend item needs to be displayed...
        if (!isSeriesVisible(series) || !isSeriesVisibleInLegend(series)) {
            return null;
        }

        CategoryDataset dataset = cp.getDataset(datasetIndex);
        String label = getLegendItemLabelGenerator().generateLabel(dataset, series);
        String description = label;
        String toolTipText = null;
        if (getLegendItemToolTipGenerator() != null) {
            toolTipText = getLegendItemToolTipGenerator().generateLabel(dataset, series);
        }
        String urlText = null;
        if (getLegendItemURLGenerator() != null) {
            urlText = getLegendItemURLGenerator().generateLabel(dataset, series);
        }
        Shape shape = new Rectangle2D.Double(-4.0, -4.0, 8.0, 8.0);
        Paint paint = lookupSeriesPaint(series);
        Paint outlinePaint = lookupSeriesOutlinePaint(series);
        Stroke outlineStroke = lookupSeriesOutlineStroke(series);
        LegendItem result = new LegendItem(label, description, toolTipText, urlText, shape, paint, outlineStroke,
                outlinePaint);
        result.setDataset(dataset);
        result.setDatasetIndex(datasetIndex);
        result.setSeriesKey(dataset.getRowKey(series));
        result.setSeriesIndex(series);
        return result;

    }

    /**
     * Initialises the renderer.  This method gets called once at the start of
     * the process of drawing a chart.
     *
     * @param g2  the graphics device.
     * @param dataArea  the area in which the data is to be plotted.
     * @param plot  the plot.
     * @param rendererIndex  the renderer index.
     * @param info  collects chart rendering information for return to caller.
     *
     * @return The renderer state.
     */
    public CategoryItemRendererState initialise(Graphics2D g2, Rectangle2D dataArea, CategoryPlot plot,
            int rendererIndex, PlotRenderingInfo info) {
        prevX = -1.0;
        prevY = -1.0;

        CategoryItemRendererState state = super.initialise(g2, dataArea, plot, rendererIndex, info);

        // calculate the box width
        CategoryAxis domainAxis = getDomainAxis(plot, rendererIndex);
        CategoryDataset dataset = plot.getDataset(rendererIndex);
        if (dataset != null) {
            int columns = dataset.getColumnCount();
            int rows = dataset.getRowCount();
            double space = 0.0;
            PlotOrientation orientation = plot.getOrientation();
            if (orientation == PlotOrientation.HORIZONTAL) {
                space = dataArea.getHeight();
            } else if (orientation == PlotOrientation.VERTICAL) {
                space = dataArea.getWidth();
            }
            double maxWidth = space * getMaximumBarWidth();
            double categoryMargin = 0.0;
            double currentItemMargin = 0.0;
            if (columns > 1) {
                categoryMargin = domainAxis.getCategoryMargin();
            }
            if (rows > 1) {
                currentItemMargin = getItemMargin();
            }
            double used = space * (1 - domainAxis.getLowerMargin() - domainAxis.getUpperMargin() - categoryMargin
                    - currentItemMargin);
            if ((rows * columns) > 0) {
                state.setBarWidth(Math.min(used / (dataset.getColumnCount() * dataset.getRowCount()), maxWidth));
            } else {
                state.setBarWidth(Math.min(used, maxWidth));
            }
        }

        return state;

    }

    /**
     * Draw a single data item.
     *
     * @param g2  the graphics device.
     * @param state  the renderer state.
     * @param dataArea  the area in which the data is drawn.
     * @param plot  the plot.
     * @param domainAxis  the domain axis.
     * @param rangeAxis  the range axis.
     * @param dataset  the data (must be an instance of
     *                 {@link BoxAndWhiskerCategoryDataset}).
     * @param row  the row index (zero-based).
     * @param column  the column index (zero-based).
     * @param pass  the pass index.
     */
    public void drawItem(Graphics2D g2, CategoryItemRendererState state, Rectangle2D dataArea, CategoryPlot plot,
            CategoryAxis domainAxis, ValueAxis rangeAxis, CategoryDataset dataset, int row, int column, int pass) {

        if (!(dataset instanceof BoxAndWhiskerCategoryDataset)) {
            throw new IllegalArgumentException("BoxAndWhiskerRenderer.drawItem() : the data should be "
                    + "of type BoxAndWhiskerCategoryDataset only.");
        }

        PlotOrientation orientation = plot.getOrientation();

        if (orientation == PlotOrientation.HORIZONTAL) {
            drawHorizontalItem(g2, state, dataArea, plot, domainAxis, rangeAxis, dataset, row, column);
        } else if (orientation == PlotOrientation.VERTICAL) {
            drawVerticalItem(g2, state, dataArea, plot, domainAxis, rangeAxis, dataset, row, column);
        }
    }

    /**
     * Draws the visual representation of a single data item when the plot has
     * a horizontal orientation.
     *
     * @param g2  the graphics device.
     * @param state  the renderer state.
     * @param dataArea  the area within which the plot is being drawn.
     * @param plot  the plot (can be used to obtain standard color
     *              information etc).
     * @param domainAxis  the domain axis.
     * @param rangeAxis  the range axis.
     * @param dataset  the dataset (must be an instance of
     *                 {@link BoxAndWhiskerCategoryDataset}).
     * @param row  the row index (zero-based).
     * @param column  the column index (zero-based).
     */
    public void drawHorizontalItem(Graphics2D g2, CategoryItemRendererState state, Rectangle2D dataArea,
            CategoryPlot plot, CategoryAxis domainAxis, ValueAxis rangeAxis, CategoryDataset dataset, int row,
            int column) {

        BoxAndWhiskerCategoryDataset bawDataset = (BoxAndWhiskerCategoryDataset) dataset;

        double categoryEnd = domainAxis.getCategoryEnd(column, getColumnCount(), dataArea,
                plot.getDomainAxisEdge());
        double categoryStart = domainAxis.getCategoryStart(column, getColumnCount(), dataArea,
                plot.getDomainAxisEdge());
        double categoryWidth = Math.abs(categoryEnd - categoryStart);

        double yy = categoryStart;
        int seriesCount = getRowCount();
        int categoryCount = getColumnCount();

        double widthWeWannaUse = Math.min(state.getBarWidth(), dataArea.getWidth() / 10);

        if (seriesCount > 1) {
            double seriesGap = dataArea.getHeight() * getItemMargin() / (categoryCount * (seriesCount - 1));
            //            double usedWidth = (state.getBarWidth() * seriesCount)
            //                               + (seriesGap * (seriesCount - 1));
            double usedWidth = (widthWeWannaUse * seriesCount) + (seriesGap * (seriesCount - 1));
            // offset the start of the boxes if the total width used is smaller
            // than the category width
            double offset = (categoryWidth - usedWidth) / 2;
            //            yy = yy + offset + (row * (state.getBarWidth() + seriesGap));
            yy = yy + offset + (row * (widthWeWannaUse + seriesGap));
        } else {
            // offset the start of the box if the box width is smaller than
            // the category width
            //            double offset = (categoryWidth - state.getBarWidth()) / 2;
            double offset = (categoryWidth - widthWeWannaUse) / 2;
            yy = yy + offset;
        }

        g2.setPaint(getItemPaint(row, column));
        Stroke s = getItemStroke(row, column);
        g2.setStroke(s);

        RectangleEdge location = plot.getRangeAxisEdge();

        Number xQ1 = bawDataset.getQ1Value(row, column);
        Number xQ3 = bawDataset.getQ3Value(row, column);
        Number xMax = bawDataset.getMaxRegularValue(row, column);
        Number xMin = bawDataset.getMinRegularValue(row, column);

        Shape box = null;
        if (xQ1 != null && xQ3 != null && xMax != null && xMin != null) {

            double xxQ1 = rangeAxis.valueToJava2D(xQ1.doubleValue(), dataArea, location);
            double xxQ3 = rangeAxis.valueToJava2D(xQ3.doubleValue(), dataArea, location);
            double xxMax = rangeAxis.valueToJava2D(xMax.doubleValue(), dataArea, location);
            double xxMin = rangeAxis.valueToJava2D(xMin.doubleValue(), dataArea, location);
            //            double yymid = yy + state.getBarWidth() / 2.0;
            double yymid = yy + widthWeWannaUse / 2.0;

            // draw the upper shadow...
            g2.draw(new Line2D.Double(xxMax, yymid, xxQ3, yymid));
            //            g2.draw(new Line2D.Double(xxMax, yy, xxMax,
            //                    yy + state.getBarWidth()));
            g2.draw(new Line2D.Double(xxMax, yy, xxMax, yy + widthWeWannaUse));

            // draw the lower shadow...
            g2.draw(new Line2D.Double(xxMin, yymid, xxQ1, yymid));
            //            g2.draw(new Line2D.Double(xxMin, yy, xxMin,
            //                    yy + state.getBarWidth()));
            g2.draw(new Line2D.Double(xxMin, yy, xxMin, yy + widthWeWannaUse));

            // draw the box...
            //            box = new Rectangle2D.Double(Math.min(xxQ1, xxQ3), yy,
            //                    Math.abs(xxQ1 - xxQ3), state.getBarWidth());
            box = new Rectangle2D.Double(Math.min(xxQ1, xxQ3), yy, Math.abs(xxQ1 - xxQ3), widthWeWannaUse);
            if (this.fillBox) {
                g2.fill(box);
            }
            g2.setStroke(getItemOutlineStroke(row, column));
            g2.setPaint(getItemOutlinePaint(row, column));
            g2.draw(box);
        }

        g2.setPaint(this.artifactPaint);
        double aRadius = 0; // average radius

        // draw mean - SPECIAL AIMS REQUIREMENT...
        Number xMean = bawDataset.getMeanValue(row, column);
        if (xMean != null) {
            double xxMean = rangeAxis.valueToJava2D(xMean.doubleValue(), dataArea, location);
            //            aRadius = state.getBarWidth() / 4;
            aRadius = widthWeWannaUse / 4;
            // here we check that the average marker will in fact be visible
            // before drawing it...
            if ((xxMean > (dataArea.getMinX() - aRadius)) && (xxMean < (dataArea.getMaxX() + aRadius))) {
                Ellipse2D.Double avgEllipse = new Ellipse2D.Double(xxMean - aRadius, yy + aRadius, aRadius * 2,
                        aRadius * 2);
                g2.fill(avgEllipse);
                g2.draw(avgEllipse);
            }
        }

        // draw median...
        Number xMedian = bawDataset.getMedianValue(row, column);
        if (xMedian != null) {
            double xxMedian = rangeAxis.valueToJava2D(xMedian.doubleValue(), dataArea, location);
            //            g2.draw(new Line2D.Double(xxMedian, yy, xxMedian,
            //                    yy + state.getBarWidth()));
            g2.draw(new Line2D.Double(xxMedian, yy, xxMedian, yy + widthWeWannaUse));
        }

        // collect entity and tool tip information...
        if (state.getInfo() != null && box != null) {
            EntityCollection entities = state.getEntityCollection();
            if (entities != null) {
                addItemEntity(entities, dataset, row, column, box);
            }
        }

    }

    /**
     * Draws the visual representation of a single data item when the plot has
     * a vertical orientation.
     *
     * @param g2  the graphics device.
     * @param state  the renderer state.
     * @param dataArea  the area within which the plot is being drawn.
     * @param plot  the plot (can be used to obtain standard color information
     *              etc).
     * @param domainAxis  the domain axis.
     * @param rangeAxis  the range axis.
     * @param dataset  the dataset (must be an instance of
     *                 {@link BoxAndWhiskerCategoryDataset}).
     * @param row  the row index (zero-based).
     * @param column  the column index (zero-based).
     */
    public void drawVerticalItem(Graphics2D g2, CategoryItemRendererState state, Rectangle2D dataArea,
            CategoryPlot plot, CategoryAxis domainAxis, ValueAxis rangeAxis, CategoryDataset dataset, int row,
            int column) {

        if (lastSplitObj != column) {
            lastSplitObj = column;
            prevX = -1;
            prevY = -1;
        }

        BoxAndWhiskerCategoryDataset bawDataset = (BoxAndWhiskerCategoryDataset) dataset;

        double categoryEnd = domainAxis.getCategoryEnd(column, getColumnCount(), dataArea,
                plot.getDomainAxisEdge());
        double categoryStart = domainAxis.getCategoryStart(column, getColumnCount(), dataArea,
                plot.getDomainAxisEdge());
        double categoryWidth = categoryEnd - categoryStart;

        double xx = categoryStart;
        int seriesCount = getRowCount();
        int categoryCount = getColumnCount();

        double widthToUse = Math.min(state.getBarWidth(), dataArea.getWidth() / 15);

        if (seriesCount > 1) {
            double seriesGap = dataArea.getWidth() * getItemMargin() / (categoryCount * (seriesCount - 1));
            double usedWidth = (widthToUse * seriesCount) + (seriesGap * (seriesCount - 1));
            // offset the start of the boxes if the total width used is smaller
            // than the category width
            double offset = (categoryWidth - usedWidth) / 2;
            xx = xx + offset + (row * (widthToUse + seriesGap));
        } else {
            // offset the start of the box if the box width is smaller than the
            // category width
            double offset = (categoryWidth - widthToUse) / 2;
            xx = xx + offset;
        }

        double yyAverage = 0.0;
        double yyOutlier;

        Paint itemPaint = getItemPaint(row, column);
        g2.setPaint(itemPaint);
        Stroke s = getItemStroke(row, column);
        g2.setStroke(s);

        double aRadius = 0; // average radius

        RectangleEdge location = plot.getRangeAxisEdge();

        Number yQ1 = bawDataset.getQ1Value(row, column);
        Number yQ3 = bawDataset.getQ3Value(row, column);
        Number yMax = bawDataset.getMaxRegularValue(row, column);
        Number yMin = bawDataset.getMinRegularValue(row, column);
        Shape box = null;

        double xxmid = xx + widthToUse / 2.0;
        double yyQ1 = 0;
        double yyQ3 = 0;

        if (yQ1 != null && yQ3 != null && yMax != null && yMin != null) {

            yyQ1 = rangeAxis.valueToJava2D(yQ1.doubleValue(), dataArea, location);
            yyQ3 = rangeAxis.valueToJava2D(yQ3.doubleValue(), dataArea, location);
            double yyMax = rangeAxis.valueToJava2D(yMax.doubleValue(), dataArea, location);
            double yyMin = rangeAxis.valueToJava2D(yMin.doubleValue(), dataArea, location);

            // draw the upper shadow...
            g2.draw(new Line2D.Double(xxmid, yyMax, xxmid, yyQ3));
            g2.draw(new Line2D.Double(xx, yyMax, xx + widthToUse, yyMax));

            // draw the lower shadow...
            g2.draw(new Line2D.Double(xxmid, yyMin, xxmid, yyQ1));
            g2.draw(new Line2D.Double(xx, yyMin, xx + widthToUse, yyMin));

            // draw the body...
            box = new Rectangle2D.Double(xx, Math.min(yyQ1, yyQ3), widthToUse, Math.abs(yyQ1 - yyQ3));
            if (this.fillBox) {
                g2.fill(box);
            }
            g2.setStroke(getItemOutlineStroke(row, column));
            g2.setPaint(getItemOutlinePaint(row, column));
            g2.draw(box);
        }

        g2.setPaint(this.artifactPaint);

        // draw mean - SPECIAL AIMS REQUIREMENT...
        Number yMean = bawDataset.getMeanValue(row, column);

        if (yMean != null && !Double.isNaN(yMean.doubleValue())) {
            yyAverage = rangeAxis.valueToJava2D(yMean.doubleValue(), dataArea, location);
            // THIS IS WHAT WE CHANGED
            //            aRadius = widthWeWannaUse / 4;
            aRadius = 4;
            // here we check that the average marker will in fact be visible
            // before drawing it...
            // WE HAD TO CHANGE THIS TOO I DON'T KNOW WHAT THEY WERE DOING
            if ((yyAverage > (dataArea.getMinY() - aRadius)) && (yyAverage < (dataArea.getMaxY() + aRadius))) {
                Ellipse2D.Double avgEllipse = new Ellipse2D.Double(xxmid - aRadius, yyAverage - aRadius,
                        aRadius * 2, aRadius * 2);

                //If this is a single point only, then draw this point with 
                //the color of its class.
                if (yQ1 != null && yQ3 != null) {
                    if (aRadius / 2 > Math.abs(yyQ3 - yyQ1)) {
                        g2.setPaint(itemPaint);
                    }
                }

                g2.fill(avgEllipse);
                g2.draw(avgEllipse);
            }
        }

        // draw median...
        Number yMedian = bawDataset.getMedianValue(row, column);

        if (yMedian != null && !Double.isNaN(yMedian.doubleValue())) {

            double yyMedian = rangeAxis.valueToJava2D(yMedian.doubleValue(), dataArea, location);
            g2.draw(new Line2D.Double(xx, yyMedian, xx + widthToUse, yyMedian));

            // add a line to connect the means of the boxes
            if (prevX != -1 && prevY != -1) {
                g2.setPaint(artifactPaint);
                g2.draw(new Line2D.Double(prevX, prevY, xxmid, yyMedian));
            }
            prevX = xxmid;
            prevY = yyMedian;

        }

        // draw yOutliers...
        g2.setPaint(itemPaint);

        // draw outliers
        double oRadius = 4; // outlier radius
        List<Outlier> outliers = new ArrayList<Outlier>();

        // From outlier array sort out which are outliers and put these into a
        // list If there are any farouts, set the flag on the
        // OutlierListCollection
        List<Number> yOutliers = bawDataset.getOutliers(row, column);
        if (yOutliers != null) {
            for (int i = 0; i < yOutliers.size(); i++) {
                double outlier = yOutliers.get(i).doubleValue();

                yyOutlier = rangeAxis.valueToJava2D(outlier, dataArea, location);
                outliers.add(new Outlier(xxmid, yyOutlier, oRadius));
            }

            // Process outliers. Each outlier is either added to the
            // appropriate outlier list or a new outlier list is made
            for (Outlier outlier : outliers) {
                Point2D point = outlier.getPoint();

                drawEllipse(point, oRadius, g2);
            }

        }

    }

    /**
     * Draws a dot to represent an outlier.
     *
     * @param point  the location.
     * @param oRadius  the radius.
     * @param g2  the graphics device.
     */
    private void drawEllipse(Point2D point, double oRadius, Graphics2D g2) {
        Ellipse2D dot = new Ellipse2D.Double(point.getX() + oRadius / 2, point.getY(), oRadius, oRadius);
        g2.draw(dot);
    }

    /**
     * Tests this renderer for equality with an arbitrary object.
     *
     * @param obj  the object (<code>null</code> permitted).
     *
     * @return <code>true</code> or <code>false</code>.
     */
    public boolean equals(Object obj) {
        if (obj == this) {
            return true;
        }
        if (!(obj instanceof PlotBySplitClassRenderer)) {
            return false;
        }
        if (!super.equals(obj)) {
            return false;
        }
        PlotBySplitClassRenderer that = (PlotBySplitClassRenderer) obj;
        if (!PaintUtilities.equal(this.artifactPaint, that.artifactPaint)) {
            return false;
        }
        if (this.fillBox != that.fillBox) {
            return false;
        }
        if (this.itemMargin != that.itemMargin) {
            return false;
        }
        if (this.maximumBarWidth != that.maximumBarWidth) {
            return false;
        }
        return true;
    }

    /**
     * Provides serialization support.
     *
     * @param stream  the output stream.
     *
     * @throws IOException  if there is an I/O error.
     */
    private void writeObject(ObjectOutputStream stream) throws IOException {
        stream.defaultWriteObject();
        SerialUtilities.writePaint(this.artifactPaint, stream);
    }

    /**
     * Provides serialization support.
     *
     * @param stream  the input stream.
     *
     * @throws IOException  if there is an I/O error.
     * @throws ClassNotFoundException  if there is a classpath problem.
     */
    private void readObject(ObjectInputStream stream) throws IOException, ClassNotFoundException {
        stream.defaultReadObject();
        this.artifactPaint = SerialUtilities.readPaint(stream);
    }

}