/** * 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); } }