/* * RapidMiner * * Copyright (C) 2001-2011 by Rapid-I and the contributors * * Complete list of developers available at our web site: * * http://rapid-i.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; import java.awt.Dimension; import java.util.Date; import java.util.Iterator; import javax.swing.JComponent; import javax.swing.JDialog; import javax.swing.JLabel; import javax.swing.JTable; import javax.swing.table.DefaultTableModel; import javax.swing.table.TableModel; import com.rapidminer.ObjectVisualizer; import com.rapidminer.example.Attribute; import com.rapidminer.example.Example; import com.rapidminer.example.ExampleSet; import com.rapidminer.gui.tools.ExtendedJScrollPane; import com.rapidminer.gui.tools.ExtendedJTable; import com.rapidminer.gui.tools.dialogs.ButtonDialog; import com.rapidminer.tools.Ontology; import com.rapidminer.tools.Tools; /** * A visualizer which shows the attribute values of an example. This is the most * simple visualizer which should work in all cases. * * @author Ingo Mierswa, Tobias Malbrecht */ public class ExampleVisualizer implements ObjectVisualizer { private final ExampleSet exampleSet; private final Attribute idAttribute; private boolean isExampleSetRemapped = false; public ExampleVisualizer(ExampleSet exampleSet) { this.exampleSet = exampleSet; this.idAttribute = exampleSet.getAttributes().getId(); } public void startVisualization(final Object objId) { remapIds(); JDialog dialog = new ButtonDialog("example_visualizer_dialog", false, objId) { private static final long serialVersionUID = 1L; { double idValue = Double.NaN; if (idAttribute.isNominal()) { idValue = objId instanceof String ? idAttribute.getMapping().mapString((String) objId) : (Double) objId; } else { idValue = objId instanceof String ? Double.parseDouble((String)objId) : (Double) objId; } Example example = exampleSet.getExampleFromId(idValue); JComponent main; if (example != null) { main = makeMainVisualizationComponent(example); } else { main = new JLabel("No information available for object '" + objId + "'."); } layoutDefault(main, NARROW, makeCloseButton()); } }; dialog.setVisible(true); } private String getFormattedValue(Example example, Attribute attribute) { double value = example.getValue(attribute); if (Double.isNaN(value)) { return "?"; } if (attribute.isNominal()) { return attribute.getMapping().mapIndex((int) value); } else switch (attribute.getValueType()) { case Ontology.INTEGER: return Tools.formatIntegerIfPossible(value); case Ontology.REAL: return Tools.formatNumber(value); case Ontology.NUMERICAL: return Tools.formatNumber(value); case Ontology.DATE: return Tools.formatDate(new Date((long) value)); case Ontology.TIME: return Tools.formatTime(new Date((long) value)); case Ontology.DATE_TIME: return Tools.formatDateTime(new Date((long) value)); }; return ""; } protected JComponent makeMainVisualizationComponent(Example example) { JComponent main; String[] columnNames = new String[] { "Attribute", "Value" }; String[][] data = new String[exampleSet.getAttributes().allSize()][2]; Iterator<Attribute> a = exampleSet.getAttributes().allAttributes(); int counter = 0; while (a.hasNext()) { Attribute attribute = a.next(); data[counter][0] = attribute.getName(); data[counter][1] = getFormattedValue(example, attribute); counter++; } JTable table = new ExtendedJTable(); table.setDefaultEditor(Object.class, null); TableModel tableModel = new DefaultTableModel(data, columnNames); table.setModel(tableModel); main = new ExtendedJScrollPane(table); main.setBorder(ButtonDialog.createBorder()); int tableHeight = (int)(table.getPreferredSize().getHeight() + table.getTableHeader().getPreferredSize().getHeight() + 5); // 5 for border if (tableHeight < main.getPreferredSize().getHeight()) { main.setPreferredSize(new Dimension((int)main.getPreferredSize().getWidth(), tableHeight)); } return main; }; public String getDetailData(Object objId, String fieldName) { remapIds(); double idValue = Double.NaN; if (idAttribute.isNominal()) { idValue = objId instanceof String ? idAttribute.getMapping().mapString((String) objId) : (Double) objId; } else { idValue = objId instanceof String ? Double.parseDouble((String)objId) : (Double) objId; } Example example = exampleSet.getExampleFromId(idValue); Attribute attribute = exampleSet.getAttributes().get(fieldName); if (attribute != null) { return example.getValueAsString(attribute); } else { return null; } } public String[] getFieldNames(Object id) { return com.rapidminer.example.Tools.getAllAttributeNames(exampleSet); } /** Does nothing. */ public void stopVisualization(Object objId) {} public String getTitle(Object objId) { return (objId instanceof String) ? (String)objId : ((Double)objId).toString(); } public boolean isCapableToVisualize(Object id) { remapIds(); if (idAttribute.isNominal()) { double idValue = id instanceof String ? idAttribute.getMapping().mapString((String) id) : (Double) id; return exampleSet.getExampleFromId(idValue) != null; } else { double idValue = id instanceof String ? Double.parseDouble((String)id) : (Double) id; return exampleSet.getExampleFromId(idValue) != null; } } private void remapIds() { if (!isExampleSetRemapped) { this.exampleSet.remapIds(); this.isExampleSetRemapped = true; } } }