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The Waikato Environment for Knowledge Analysis (WEKA), a machine
learning workbench. This version represents the developer version, the
"bleeding edge" of development, you could say. New functionality gets added
to this version.
/*
* This program is free software: you can redistribute it and/or modify
* it under the terms of the GNU 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 General Public License for more details.
*
* You should have received a copy of the GNU General Public License
* along with this program. If not, see .
*/
/*`
* AttributeSummarizerInteractiveView.java
* Copyright (C) 2002-2015 University of Waikato, Hamilton, New Zealand
*
*/
package weka.gui.knowledgeflow.steps;
import weka.core.Defaults;
import weka.core.Instances;
import weka.core.Settings;
import weka.core.WekaException;
import weka.gui.ResultHistoryPanel;
import weka.gui.knowledgeflow.AttributeSummaryPerspective;
import weka.gui.knowledgeflow.BaseInteractiveViewer;
import weka.knowledgeflow.Data;
import weka.knowledgeflow.StepManager;
import weka.knowledgeflow.steps.AttributeSummarizer;
import javax.swing.BorderFactory;
import javax.swing.JButton;
import javax.swing.JSplitPane;
import javax.swing.ListSelectionModel;
import javax.swing.event.ListSelectionEvent;
import javax.swing.event.ListSelectionListener;
import java.awt.BorderLayout;
import java.awt.Dimension;
import java.awt.event.ActionEvent;
import java.awt.event.ActionListener;
import java.awt.event.MouseEvent;
import java.util.ArrayList;
import java.util.List;
/**
* Interactive viewer for the AttributeSummarizer step
*
* @author Mark Hall (mhall{[at]}pentaho{[dot]}com)
* @version $Revision: $
*/
public class AttributeSummarizerInteractiveView extends BaseInteractiveViewer {
private static final long serialVersionUID = -8080574605631027263L;
/** Holds results */
protected ResultHistoryPanel m_history;
/** Holds the actual visualization */
protected AttributeSummaryPerspective m_summarizer =
new AttributeSummaryPerspective();
/** Button for clearing all results */
protected JButton m_clearButton = new JButton("Clear results");
/** Split pane to separate result list from visualization */
protected JSplitPane m_splitPane;
/** The instances being visualized */
protected Instances m_currentInstances;
/**
* The name of this viewer
*
* @return
*/
@Override
public String getViewerName() {
return "Attribute Summarizer";
}
/**
* Initialize the viewer - layout widgets etc.
*
* @throws WekaException if a problem occurs
*/
@Override
public void init() throws WekaException {
addButton(m_clearButton);
m_history = new ResultHistoryPanel(null);
m_history.setBorder(BorderFactory.createTitledBorder("Result list"));
m_history.setHandleRightClicks(false);
m_history.setDeleteListener(new ResultHistoryPanel.RDeleteListener() {
@Override
public void entryDeleted(String name, int index) {
((AttributeSummarizer) getStep()).getDatasets().remove(index);
}
@Override
public void entriesDeleted(java.util.List names,
java.util.List indexes) {
List ds = ((AttributeSummarizer) getStep()).getDatasets();
List toRemove = new ArrayList();
for (int i : indexes) {
toRemove.add(ds.get(i));
}
ds.removeAll(toRemove);
}
});
m_history.getList().addMouseListener(
new ResultHistoryPanel.RMouseAdapter() {
private static final long serialVersionUID = -5174882230278923704L;
@Override
public void mouseClicked(MouseEvent e) {
int index = m_history.getList().locationToIndex(e.getPoint());
if (index != -1) {
String name = m_history.getNameAtIndex(index);
// doPopup(name);
Object inst = m_history.getNamedObject(name);
if (inst instanceof Instances) {
m_currentInstances = (Instances) inst;
m_summarizer.setInstances((Instances) inst, getSettings());
m_summarizer.repaint();
m_parent.revalidate();
}
}
}
});
m_history.getList().getSelectionModel()
.addListSelectionListener(new ListSelectionListener() {
@Override
public void valueChanged(ListSelectionEvent e) {
if (!e.getValueIsAdjusting()) {
ListSelectionModel lm = (ListSelectionModel) e.getSource();
for (int i = e.getFirstIndex(); i <= e.getLastIndex(); i++) {
if (lm.isSelectedIndex(i)) {
// m_AttSummaryPanel.setAttribute(i);
if (i != -1) {
String name = m_history.getNameAtIndex(i);
Object inst = m_history.getNamedObject(name);
if (inst != null && inst instanceof Instances) {
m_currentInstances = (Instances) inst;
m_summarizer.setInstances((Instances) inst, getSettings());
m_summarizer.repaint();
m_parent.revalidate();
}
}
break;
}
}
}
}
});
m_summarizer.setPreferredSize(new Dimension(800, 600));
m_splitPane =
new JSplitPane(JSplitPane.HORIZONTAL_SPLIT, m_history, m_summarizer);
add(m_splitPane, BorderLayout.CENTER);
boolean first = true;
for (Data d : ((AttributeSummarizer) getStep()).getDatasets()) {
String title =
d.getPayloadElement(StepManager.CON_AUX_DATA_TEXT_TITLE).toString();
m_history.addResult(title, new StringBuffer());
Instances instances = d.getPrimaryPayload();
m_history.addObject(title, instances);
if (first) {
m_summarizer.setInstances(instances, getSettings());
m_summarizer.repaint();
first = false;
}
}
m_clearButton.addActionListener(new ActionListener() {
@Override
public void actionPerformed(ActionEvent e) {
m_history.clearResults();
((AttributeSummarizer) getStep()).getDatasets().clear();
m_splitPane.remove(m_summarizer);
}
});
}
/**
* Get the default settings for this viewer
*
* @return the default settings for this viewer
*/
@Override
public Defaults getDefaultSettings() {
return new AttributeSummaryPerspective().getDefaultSettings();
}
/**
* Apply user-changed settings
*
* @param settings the settings object that might (or might not) have been
*/
@Override
public void applySettings(Settings settings) {
m_summarizer.setInstances(m_currentInstances, getSettings());
m_summarizer.repaint();
m_parent.revalidate();
}
}
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