Package org.jfree.chart.renderer.category

Source Code of org.jfree.chart.renderer.category.BoxAndWhiskerRenderer

/* ===========================================================
* JFreeChart : a free chart library for the Java(tm) platform
* ===========================================================
*
* (C) Copyright 2000-2005, 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 2003-2005, 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;
*
* $Id: BoxAndWhiskerRenderer.java,v 1.8.2.5 2005/12/01 17:21:14 mungady Exp $
*
* Changes
* -------
* 21-Aug-2003 : Version 1, contributed by David Browning (for the Australian
*               Institute of Marine Science);
* 01-Sep-2003 : Incorporated outlier and farout symbols for low values
*               also (DG);
* 08-Sep-2003 : Changed ValueAxis API (DG);
* 16-Sep-2003 : Changed ChartRenderingInfo --> PlotRenderingInfo (DG);
* 07-Oct-2003 : Added renderer state (DG);
* 12-Nov-2003 : Fixed casting bug reported by Tim Bardzil (DG);
* 13-Nov-2003 : Added drawHorizontalItem() method contributed by Tim
*               Bardzil (DG);
* 25-Apr-2004 : Added fillBox attribute, equals() method and added
*               serialization code (DG);
* 29-Apr-2004 : Changed drawing of upper and lower shadows - see bug report
*               944011 (DG);
* 05-Nov-2004 : Modified drawItem() signature (DG);
* 09-Mar-2005 : Override getLegendItem() method so that legend item shapes
*               are shown as blocks (DG);
* 20-Apr-2005 : Generate legend labels, tooltips and URLs (DG);
* 09-Jun-2005 : Updated equals() to handle GradientPaint (DG);
*
*/

package org.jfree.chart.renderer.category;

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.Collections;
import java.util.Iterator;
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.CategoryItemEntity;
import org.jfree.chart.entity.EntityCollection;
import org.jfree.chart.event.RendererChangeEvent;
import org.jfree.chart.labels.CategoryToolTipGenerator;
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.OutlierList;
import org.jfree.chart.renderer.OutlierListCollection;
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.
*/
public class BoxAndWhiskerRenderer extends AbstractCategoryItemRenderer
                                   implements Cloneable, PublicCloneable,
                                              Serializable {

    /** 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;

    /**
     * Default constructor.
     */
    public BoxAndWhiskerRenderer() {
        this.artifactPaint = Color.black;
        this.fillBox = true;
        this.itemMargin = 0.20;
    }

    /**
     * Returns the paint used to color the median and average markers.
     *
     * @return A paint.
     */
    public Paint getArtifactPaint() {
        return this.artifactPaint;
    }

    /**
     * Sets the paint used to color the median and average markers.
     *
     * @param paint  the paint.
     */
    public void setArtifactPaint(Paint paint) {
        this.artifactPaint = paint;
    }

    /**
     * Returns the flag that controls whether or not the box is filled.
     *
     * @return A 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.
     */
    public void setFillBox(boolean flag) {
        this.fillBox = flag;
        notifyListeners(new RendererChangeEvent(this));
    }

    /**
     * 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.
     */
    public double getItemMargin() {
        return this.itemMargin;
    }

    /**
     * Sets the item margin.
     *
     * @param margin  the margin.
     */
    public void setItemMargin(double margin) {
        this.itemMargin = margin;
    }

    /**
     * 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.
     */
    public LegendItem getLegendItem(int datasetIndex, int series) {

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

        CategoryDataset dataset;
        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 = getSeriesPaint(series);
        Paint outlinePaint = getSeriesOutlinePaint(series);
        Stroke outlineStroke = getSeriesOutlineStroke(series);

        return new LegendItem(label, description, toolTipText, urlText,
            shape, paint, outlineStroke, outlinePaint);

    }

    /**
     * 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) {

        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 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(
                    used / (dataset.getColumnCount() * dataset.getRowCount())
                );
            }
            else {
                state.setBarWidth(used);
            }
        }
       
        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.
     * @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.
     * @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();

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

        Paint p = getItemPaint(row, column);
        if (p != null) {
            g2.setPaint(p);
        }
        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;
           
            // draw the upper shadow...
            g2.draw(new Line2D.Double(xxMax, yymid, xxQ3, yymid));
            g2.draw(
                new Line2D.Double(xxMax, yy, xxMax, yy + state.getBarWidth())
            );

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

            // draw the box...
            box = new Rectangle2D.Double(
                Math.min(xxQ1, xxQ3), yy, Math.abs(xxQ1 - xxQ3),
                state.getBarWidth()
            );
            if (this.fillBox) {
                g2.fill(box);
            }
            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;
            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()
                )
            );
        }
       
        // collect entity and tool tip information...
        if (state.getInfo() != null) {
            EntityCollection entities = state.getEntityCollection();
            if (entities != null) {
                String tip = null;
                CategoryToolTipGenerator tipster
                    = getToolTipGenerator(row, column);
                if (tipster != null) {
                    tip = tipster.generateToolTip(dataset, row, column);
                }
                String url = null;
                if (getItemURLGenerator(row, column) != null) {
                    url = getItemURLGenerator(row, column).generateURL(
                        dataset, row, column
                    );
                }
                CategoryItemEntity entity = new CategoryItemEntity(
                    box, tip, url, dataset, row, dataset.getColumnKey(column),
                    column
                );
                entities.add(entity);
            }
        }

    }
       
    /**
     * 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.
     * @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) {

        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();

        if (seriesCount > 1) {
            double seriesGap = dataArea.getWidth() * getItemMargin()
                               / (categoryCount * (seriesCount - 1));
            double usedWidth = (state.getBarWidth() * 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 * (state.getBarWidth() + seriesGap));
        }
        else {
            // offset the start of the box if the box width is smaller than the
            // category width
            double offset = (categoryWidth - state.getBarWidth()) / 2;
            xx = xx + offset;
        }
       
        double yyAverage = 0.0;
        double yyOutlier;

        Paint p = getItemPaint(row, column);
        if (p != null) {
            g2.setPaint(p);
        }
        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;
        if (yQ1 != null && yQ3 != null && yMax != null && yMin != null) {

            double yyQ1 = rangeAxis.valueToJava2D(
                yQ1.doubleValue(), dataArea, location
            );
            double yyQ3 = rangeAxis.valueToJava2D(
                yQ3.doubleValue(), dataArea, location
            );
            double yyMax = rangeAxis.valueToJava2D(
                yMax.doubleValue(), dataArea, location
            );
            double yyMin = rangeAxis.valueToJava2D(
                yMin.doubleValue(), dataArea, location
            );
            double xxmid = xx + state.getBarWidth() / 2.0;
           
            // draw the upper shadow...
            g2.draw(new Line2D.Double(xxmid, yyMax, xxmid, yyQ3));
            g2.draw(
                new Line2D.Double(xx, yyMax, xx + state.getBarWidth(), yyMax)
            );

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

            // draw the body...
            box = new Rectangle2D.Double(
                xx, Math.min(yyQ1, yyQ3), state.getBarWidth(),
                Math.abs(yyQ1 - yyQ3)
            );
            if (this.fillBox) {
                g2.fill(box);
            }
            g2.draw(box);
 
        }
       
        g2.setPaint(this.artifactPaint);

        // draw mean - SPECIAL AIMS REQUIREMENT...
        Number yMean = bawDataset.getMeanValue(row, column);
        if (yMean != null) {
            yyAverage = rangeAxis.valueToJava2D(
                yMean.doubleValue(), dataArea, location
            );
            aRadius = state.getBarWidth() / 4;
            Ellipse2D.Double avgEllipse = new Ellipse2D.Double(
                xx + aRadius, yyAverage - aRadius, aRadius * 2, aRadius * 2
            );
            g2.fill(avgEllipse);
            g2.draw(avgEllipse);
        }

        // draw median...
        Number yMedian = bawDataset.getMedianValue(row, column);
        if (yMedian != null) {
            double yyMedian = rangeAxis.valueToJava2D(
                yMedian.doubleValue(), dataArea, location
            );
            g2.draw(
                new Line2D.Double(
                    xx, yyMedian, xx + state.getBarWidth(), yyMedian
                )
            );
        }
       
        // draw yOutliers...
        double maxAxisValue = rangeAxis.valueToJava2D(
            rangeAxis.getUpperBound(), dataArea, location
        ) + aRadius;
        double minAxisValue = rangeAxis.valueToJava2D(
            rangeAxis.getLowerBound(), dataArea, location
        ) - aRadius;

        g2.setPaint(p);

        // draw outliers
        double oRadius = state.getBarWidth() / 3;    // outlier radius
        List outliers = new ArrayList();
        OutlierListCollection outlierListCollection
            = new OutlierListCollection();

        // 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 yOutliers = bawDataset.getOutliers(row, column);
        if (yOutliers != null) {
            for (int i = 0; i < yOutliers.size(); i++) {
                double outlier = ((Number) yOutliers.get(i)).doubleValue();
                Number minOutlier = bawDataset.getMinOutlier(row, column);
                Number maxOutlier = bawDataset.getMaxOutlier(row, column);
                Number minRegular = bawDataset.getMinRegularValue(row, column);
                Number maxRegular = bawDataset.getMaxRegularValue(row, column);
                if (outlier > maxOutlier.doubleValue()) {
                    outlierListCollection.setHighFarOut(true);
                }
                else if (outlier < minOutlier.doubleValue()) {
                    outlierListCollection.setLowFarOut(true);
                }
                else if (outlier > maxRegular.doubleValue()) {
                    yyOutlier = rangeAxis.valueToJava2D(
                        outlier, dataArea, location
                    );
                    outliers.add(
                        new Outlier(
                            xx + state.getBarWidth() / 2.0, yyOutlier, oRadius
                        )
                    );
                }
                else if (outlier < minRegular.doubleValue()) {
                    yyOutlier = rangeAxis.valueToJava2D(
                        outlier, dataArea, location
                    );
                    outliers.add(
                        new Outlier(
                            xx + state.getBarWidth() / 2.0, yyOutlier, oRadius
                        )
                    );
                }
                Collections.sort(outliers);
            }

            // Process outliers. Each outlier is either added to the
            // appropriate outlier list or a new outlier list is made
            for (Iterator iterator = outliers.iterator(); iterator.hasNext();) {
                Outlier outlier = (Outlier) iterator.next();
                outlierListCollection.add(outlier);
            }

            for (Iterator iterator = outlierListCollection.iterator();
                 iterator.hasNext();) {
                OutlierList list = (OutlierList) iterator.next();
                Outlier outlier = list.getAveragedOutlier();
                Point2D point = outlier.getPoint();

                if (list.isMultiple()) {
                    drawMultipleEllipse(
                        point, state.getBarWidth(), oRadius, g2
                    );
                }
                else {
                    drawEllipse(point, oRadius, g2);
                }
            }

            // draw farout indicators
            if (outlierListCollection.isHighFarOut()) {
                drawHighFarOut(
                    aRadius / 2.0, g2, xx + state.getBarWidth() / 2.0,
                    maxAxisValue
                );
            }
       
            if (outlierListCollection.isLowFarOut()) {
                drawLowFarOut(
                    aRadius / 2.0, g2, xx + state.getBarWidth() / 2.0,
                    minAxisValue
                );
            }
        }
        // collect entity and tool tip information...
        if (state.getInfo() != null) {
            EntityCollection entities = state.getEntityCollection();
            if (entities != null) {
                String tip = null;
                CategoryToolTipGenerator tipster
                    = getToolTipGenerator(row, column);
                if (tipster != null) {
                    tip = tipster.generateToolTip(dataset, row, column);
                }
                String url = null;
                if (getItemURLGenerator(row, column) != null) {
                    url = getItemURLGenerator(row, column).generateURL(
                        dataset, row, column
                    );
                }
                CategoryItemEntity entity = new CategoryItemEntity(
                    box, tip, url, dataset, row, dataset.getColumnKey(column),
                    column
                );
                entities.add(entity);
            }
        }

    }

    /**
     * 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);
    }

    /**
     * Draws two dots to represent the average value of more than one outlier.
     *
     * @param point  the location
     * @param boxWidth  the box width.
     * @param oRadius  the radius.
     * @param g2  the graphics device.
     */
    private void drawMultipleEllipse(Point2D point, double boxWidth,
                                     double oRadius, Graphics2D g2)  {
                                        
        Ellipse2D dot1 = new Ellipse2D.Double(
            point.getX() - (boxWidth / 2) + oRadius, point.getY(),
            oRadius, oRadius
        );
        Ellipse2D dot2 = new Ellipse2D.Double(
            point.getX() + (boxWidth / 2), point.getY(), oRadius, oRadius
        );
        g2.draw(dot1);
        g2.draw(dot2);
    }

    /**
     * Draws a triangle to indicate the presence of far-out values.
     *
     * @param aRadius  the radius.
     * @param g2  the graphics device.
     * @param xx  the x coordinate.
     * @param m  the y coordinate.
     */
    private void drawHighFarOut(double aRadius, Graphics2D g2, double xx,
                                double m) {
        double side = aRadius * 2;
        g2.draw(new Line2D.Double(xx - side, m + side, xx + side, m + side));
        g2.draw(new Line2D.Double(xx - side, m + side, xx, m));
        g2.draw(new Line2D.Double(xx + side, m + side, xx, m));
    }

    /**
     * Draws a triangle to indicate the presence of far-out values.
     *
     * @param aRadius  the radius.
     * @param g2  the graphics device.
     * @param xx  the x coordinate.
     * @param m  the y coordinate.
     */
    private void drawLowFarOut(double aRadius, Graphics2D g2, double xx,
                               double m) {
        double side = aRadius * 2;
        g2.draw(new Line2D.Double(xx - side, m - side, xx + side, m - side));
        g2.draw(new Line2D.Double(xx - side, m - side, xx, m));
        g2.draw(new Line2D.Double(xx + side, m - side, xx, m));
    }
   
    /**
     * 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 BoxAndWhiskerRenderer)) {
            return false;  
        }
        if (!super.equals(obj)) {
            return false;
        }
        BoxAndWhiskerRenderer that = (BoxAndWhiskerRenderer) obj;
        if (!PaintUtilities.equal(this.artifactPaint, that.artifactPaint)) {
            return false;
        }
        if (!(this.fillBox == that.fillBox)) {
            return false;  
        }
        if (!(this.itemMargin == that.itemMargin)) {
            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);
    }
  
}
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