/**
* Copyright (C) 2001-2017 by RapidMiner and the contributors
*
* Complete list of developers available at our web site:
*
* http://rapidminer.com
*
* This program is free software: you can redistribute it and/or modify it under the terms of the
* GNU Affero General Public License as published by the Free Software Foundation, either version 3
* of the License, or (at your option) any later version.
*
* This program 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
* Affero General Public License for more details.
*
* You should have received a copy of the GNU Affero General Public License along with this program.
* If not, see http://www.gnu.org/licenses/.
*/
package com.rapidminer.gui.renderer.cluster;
import java.awt.BorderLayout;
import java.awt.Component;
import javax.swing.BorderFactory;
import javax.swing.JPanel;
import com.rapidminer.datatable.SimpleDataTable;
import com.rapidminer.datatable.SimpleDataTableRow;
import com.rapidminer.gui.look.Colors;
import com.rapidminer.gui.plotter.LabelRotatingPlotterAdapter;
import com.rapidminer.gui.plotter.LocalNormalizationPlotterAdapter;
import com.rapidminer.gui.plotter.Plotter;
import com.rapidminer.gui.plotter.PlotterAdapter;
import com.rapidminer.gui.plotter.PlotterConfigurationModel;
import com.rapidminer.gui.renderer.AbstractRenderer;
import com.rapidminer.operator.IOContainer;
import com.rapidminer.operator.clustering.CentroidClusterModel;
import com.rapidminer.report.Reportable;
/**
* A renderer for centroid based cluster models.
*
* @author Ingo Mierswa
*/
public class ClusterModelCentroidPlotRenderer extends AbstractRenderer {
@Override
public String getName() {
return "Centroid Plot View";
}
private Plotter createCentroidPlotter(CentroidClusterModel cm, int width, int height) {
String[] dimensionNames = cm.getAttributeNames();
String[] columnNames = new String[dimensionNames.length + 1];
System.arraycopy(dimensionNames, 0, columnNames, 0, dimensionNames.length);
columnNames[columnNames.length - 1] = "Cluster";
SimpleDataTable dataTable = new SimpleDataTable("Centroid Positions", columnNames);
for (int i = 0; i < cm.getNumberOfClusters(); i++) {
double[] centroidValues = cm.getCentroidCoordinates(i);
String clusterName = cm.getCluster(i).getClusterId() + "";
double[] values = new double[centroidValues.length + 1];
System.arraycopy(centroidValues, 0, values, 0, centroidValues.length);
values[values.length - 1] = dataTable.mapString(values.length - 1, clusterName);
dataTable.add(new SimpleDataTableRow(values));
}
PlotterConfigurationModel settings = new PlotterConfigurationModel(PlotterConfigurationModel.PARALLEL_PLOT,
dataTable);
Plotter plotter = settings.getPlotter();
settings.setParameterAsString(PlotterAdapter.PARAMETER_PLOT_COLUMN, columnNames[columnNames.length - 1]);
settings.setParameterAsBoolean(LocalNormalizationPlotterAdapter.PARAMETER_LOCAL_NORMALIZATION, false);
settings.setParameterAsBoolean(LabelRotatingPlotterAdapter.PARAMETER_ROTATE_LABELS, true);
plotter.getPlotter().setSize(width, height);
return plotter;
}
@Override
public Component getVisualizationComponent(Object renderable, IOContainer ioContainer) {
CentroidClusterModel cm = (CentroidClusterModel) renderable;
JPanel panel = new JPanel(new BorderLayout());
JPanel innerPanel = new JPanel(new BorderLayout());
innerPanel.add(createCentroidPlotter(cm, 800, 600).getPlotter());
innerPanel.setBorder(BorderFactory.createMatteBorder(10, 10, 5, 5, Colors.WHITE));
panel.add(innerPanel, BorderLayout.CENTER);
return panel;
}
@Override
public Reportable createReportable(Object renderable, IOContainer ioContainer, int width, int height) {
CentroidClusterModel cm = (CentroidClusterModel) renderable;
return createCentroidPlotter(cm, width, height);
}
}