/**
* 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.models;
import java.awt.BorderLayout;
import java.awt.Component;
import java.awt.Dimension;
import java.awt.GridBagConstraints;
import java.awt.GridBagLayout;
import java.awt.Insets;
import java.awt.event.ActionEvent;
import java.awt.event.ActionListener;
import java.util.Collections;
import java.util.List;
import javax.swing.BorderFactory;
import javax.swing.JCheckBox;
import javax.swing.JComponent;
import javax.swing.JLabel;
import javax.swing.JPanel;
import com.rapidminer.datatable.DataTable;
import com.rapidminer.datatable.SimpleDataTable;
import com.rapidminer.gui.actions.export.AbstractPrintableIOObjectPanel;
import com.rapidminer.gui.look.Colors;
import com.rapidminer.gui.look.RapidLookTools;
import com.rapidminer.gui.plotter.LabelRotatingPlotterAdapter;
import com.rapidminer.gui.plotter.Plotter;
import com.rapidminer.gui.plotter.PlotterAdapter;
import com.rapidminer.gui.plotter.PlotterConfigurationModel;
import com.rapidminer.gui.plotter.RangeablePlotterAdapter;
import com.rapidminer.gui.plotter.charts.DistributionPlotter;
import com.rapidminer.gui.plotter.settings.ListeningJComboBox;
import com.rapidminer.gui.properties.PropertyPanel;
import com.rapidminer.gui.renderer.AbstractRenderer;
import com.rapidminer.operator.IOContainer;
import com.rapidminer.operator.learner.bayes.DistributionModel;
import com.rapidminer.operator.ports.InputPort;
import com.rapidminer.parameter.ParameterType;
import com.rapidminer.parameter.ParameterTypeAttribute;
import com.rapidminer.parameter.ParameterTypeBoolean;
import com.rapidminer.parameter.ParameterTypeDouble;
import com.rapidminer.parameter.ParameterTypeList;
import com.rapidminer.parameter.ParameterTypeString;
import com.rapidminer.parameter.ParameterTypeTupel;
import com.rapidminer.parameter.UndefinedParameterError;
import com.rapidminer.report.Reportable;
/**
* A renderer for the plot view of a distribution model.
*
* @author Ingo Mierswa
*/
public class DistributionModelPlotRenderer extends AbstractRenderer {
public static final String PARAMETER_ATTRIBUTE_NAME = "attribute_name";
public static final String PARAMETER_ROTATE_LABELS = "rotate_labels";
public static final String PARAMETER_RANGE = "range_";
public static final String PARAMETER_RANGE_MIN = "range_min";
public static final String PARAMETER_RANGE_MAX = "range_max";
private static final class DistributionModelPlotVisualizer extends AbstractPrintableIOObjectPanel {
private static final long serialVersionUID = 1L;
private JComponent plotterComponent;
public DistributionModelPlotVisualizer(DistributionModel distributionModel) {
super(distributionModel, "plot_view");
setLayout(new BorderLayout());
DataTable table = new SimpleDataTable("Dummy", distributionModel.getAttributeNames());
final PlotterConfigurationModel settings = new PlotterConfigurationModel(
PlotterConfigurationModel.COMPLETE_PLOTTER_SELECTION, table);
final Plotter plotter = new DistributionPlotter(settings, distributionModel);
settings.setPlotter(plotter);
plotterComponent = plotter.getPlotter();
plotterComponent.setBorder(BorderFactory.createMatteBorder(15, 0, 10, 5, Colors.WHITE));
add(plotterComponent, BorderLayout.CENTER);
final ListeningJComboBox<String> combo = new ListeningJComboBox<>(settings,
PlotterAdapter.PARAMETER_PLOT_COLUMN + "_"
+ PlotterAdapter.transformParameterName(plotter.getPlotName()),
distributionModel.getAttributeNames());
combo.setPreferredSize(new Dimension(200, PropertyPanel.VALUE_CELL_EDITOR_HEIGHT));
combo.putClientProperty(RapidLookTools.PROPERTY_INPUT_BACKGROUND_DARK, true);
GridBagLayout layout = new GridBagLayout();
GridBagConstraints c = new GridBagConstraints();
c.fill = GridBagConstraints.BOTH;
c.weighty = 0.0d;
c.weightx = 1.0d;
c.insets = new Insets(4, 4, 4, 4);
c.gridwidth = GridBagConstraints.REMAINDER;
JPanel boxPanel = new JPanel(layout);
boxPanel.setBorder(BorderFactory.createMatteBorder(10, 8, 5, 10, Colors.WHITE));
boxPanel.setOpaque(true);
boxPanel.setBackground(Colors.WHITE);
JLabel label = new JLabel("Attribute:");
layout.setConstraints(label, c);
boxPanel.add(label);
layout.setConstraints(combo, c);
boxPanel.add(combo);
final JCheckBox rotateLabels = new JCheckBox("Rotate Labels", false);
layout.setConstraints(rotateLabels, c);
boxPanel.add(rotateLabels);
c.weighty = 1.0;
JLabel filler = new JLabel();
layout.setConstraints(filler, c);
boxPanel.add(filler);
add(boxPanel, BorderLayout.WEST);
combo.addActionListener(new ActionListener() {
@Override
public void actionPerformed(ActionEvent arg0) {
settings.setParameterAsString(PlotterAdapter.PARAMETER_PLOT_COLUMN, combo.getSelectedItem().toString());
}
});
rotateLabels.addActionListener(new ActionListener() {
@Override
public void actionPerformed(ActionEvent e) {
settings.setParameterAsBoolean(LabelRotatingPlotterAdapter.PARAMETER_ROTATE_LABELS,
rotateLabels.isSelected());
}
});
combo.setSelectedIndex(0);
}
@Override
public Component getExportComponent() {
return plotterComponent;
}
}
@Override
public String getName() {
return "Plot View";
}
@Override
public Reportable createReportable(Object renderable, IOContainer ioContainer, int width, int height) {
DistributionModel distributionModel = (DistributionModel) renderable;
String attributeName = "";
String range = null;
try {
attributeName = getParameterAsString(PARAMETER_ATTRIBUTE_NAME);
range = getParameterAsString(PARAMETER_RANGE);
} catch (UndefinedParameterError e) {
// do nothing
}
boolean rotateLabels = getParameterAsBoolean(PARAMETER_ROTATE_LABELS);
DataTable table = new SimpleDataTable("Dummy", distributionModel.getAttributeNames());
PlotterConfigurationModel settings = new PlotterConfigurationModel(
PlotterConfigurationModel.COMPLETE_PLOTTER_SELECTION, table);
Plotter plotter = new DistributionPlotter(settings, distributionModel);
settings.setPlotter(plotter);
settings.setParameterAsString(PlotterAdapter.PARAMETER_PLOT_COLUMN, attributeName);
settings.setParameterAsBoolean(LabelRotatingPlotterAdapter.PARAMETER_ROTATE_LABELS, rotateLabels);
if (range != null) {
String rangeList = ParameterTypeList.transformList2String(Collections.singletonList(new String[] {
DistributionPlotter.MODEL_DOMAIN_AXIS_NAME, range }));
settings.setParameterAsString(RangeablePlotterAdapter.PARAMETER_PREFIX_RANGE_LIST, rangeList);
}
plotter.getRenderComponent().setSize(width, height);
return plotter;
}
@Override
public Component getVisualizationComponent(Object renderable, IOContainer ioContainer) {
DistributionModel distributionModel = (DistributionModel) renderable;
return new DistributionModelPlotVisualizer(distributionModel);
}
@Override
public List<ParameterType> getParameterTypes(InputPort inputPort) {
List<ParameterType> types = super.getParameterTypes(inputPort);
if (inputPort != null) {
types.add(new ParameterTypeAttribute(PARAMETER_ATTRIBUTE_NAME,
"Indicates for which attribute the distribution should be plotted.", inputPort, false));
} else {
types.add(new ParameterTypeString(PARAMETER_ATTRIBUTE_NAME,
"Indicates for which attribute the distribution should be plotted.", false));
}
types.add(new ParameterTypeTupel(PARAMETER_RANGE, "Defines the range of the corresponding axis.",
new ParameterTypeDouble(PARAMETER_RANGE_MIN, "Defines the lower bound of the axis.",
Double.NEGATIVE_INFINITY, Double.POSITIVE_INFINITY), new ParameterTypeDouble(PARAMETER_RANGE_MAX,
"Defines the upper bound of the axis.", Double.NEGATIVE_INFINITY, Double.POSITIVE_INFINITY)));
types.add(new ParameterTypeBoolean(PARAMETER_ROTATE_LABELS, "Indicates if the labels should be rotated.", false));
return types;
}
}