weka.gui.streams.InstanceLoader Maven / Gradle / Ivy
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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 .
*/
/*
* InstanceLoader.java
* Copyright (C) 1999-2012 University of Waikato, Hamilton, New Zealand
*
*/
package weka.gui.streams;
import java.awt.BorderLayout;
import java.awt.Color;
import java.awt.event.ActionEvent;
import java.awt.event.ActionListener;
import java.io.BufferedReader;
import java.io.FileReader;
import java.io.Reader;
import java.util.Vector;
import javax.swing.JButton;
import javax.swing.JPanel;
import javax.swing.JTextField;
import weka.core.Instance;
import weka.core.Instances;
/**
* A bean that produces a stream of instances from a file.
*
* @author Len Trigg ([email protected])
* @version $Revision: 10222 $
*/
public class InstanceLoader extends JPanel implements ActionListener,
InstanceProducer {
/** for serialization */
private static final long serialVersionUID = -8725567310271862492L;
private final Vector m_Listeners;
private Thread m_LoaderThread;
private Instance m_OutputInstance;
private Instances m_OutputInstances;
private boolean m_Debug;
private final JButton m_StartBut;
private final JTextField m_FileNameTex;
private class LoadThread extends Thread {
private final InstanceProducer m_IP;
public LoadThread(InstanceProducer ip) {
m_IP = ip;
}
@SuppressWarnings("deprecation")
@Override
public void run() {
try {
m_StartBut.setText("Stop");
m_StartBut.setBackground(Color.red);
if (m_Debug) {
System.err.println("InstanceLoader::LoadThread::run()");
}
// Load the instances one at a time and pass them on to the listener
Reader input = new BufferedReader(new FileReader(
m_FileNameTex.getText()));
m_OutputInstances = new Instances(input, 1);
if (m_Debug) {
System.err.println("InstanceLoader::LoadThread::run()"
+ " - Instances opened from: " + m_FileNameTex.getText());
}
InstanceEvent ie = new InstanceEvent(m_IP,
InstanceEvent.FORMAT_AVAILABLE);
notifyInstanceProduced(ie);
while (m_OutputInstances.readInstance(input)) {
if (m_LoaderThread != this) {
return;
}
if (m_Debug) {
System.err.println("InstanceLoader::LoadThread::run()"
+ " - read instance");
}
// put the instance into a queue?
m_OutputInstance = m_OutputInstances.instance(0);
m_OutputInstances.delete(0);
ie = new InstanceEvent(m_IP, InstanceEvent.INSTANCE_AVAILABLE);
notifyInstanceProduced(ie);
}
ie = new InstanceEvent(m_IP, InstanceEvent.BATCH_FINISHED);
notifyInstanceProduced(ie);
} catch (Exception ex) {
System.err.println(ex.getMessage());
} finally {
m_LoaderThread = null;
m_StartBut.setText("Start");
m_StartBut.setBackground(Color.green);
}
}
}
public InstanceLoader() {
setLayout(new BorderLayout());
m_StartBut = new JButton("Start");
m_StartBut.setBackground(Color.green);
add("West", m_StartBut);
m_StartBut.addActionListener(this);
m_FileNameTex = new JTextField("/home/trigg/datasets/UCI/iris.arff");
add("Center", m_FileNameTex);
m_Listeners = new Vector();
// setSize(60,40);
}
public void setDebug(boolean debug) {
m_Debug = debug;
}
public boolean getDebug() {
return m_Debug;
}
public void setArffFile(String newArffFile) {
m_FileNameTex.setText(newArffFile);
}
public String getArffFile() {
return m_FileNameTex.getText();
}
@Override
public synchronized void addInstanceListener(InstanceListener ipl) {
m_Listeners.addElement(ipl);
}
@Override
public synchronized void removeInstanceListener(InstanceListener ipl) {
m_Listeners.removeElement(ipl);
}
@SuppressWarnings("unchecked")
protected void notifyInstanceProduced(InstanceEvent e) {
if (m_Debug) {
System.err.println("InstanceLoader::notifyInstanceProduced()");
}
Vector l;
synchronized (this) {
l = (Vector) m_Listeners.clone();
}
if (l.size() > 0) {
for (int i = 0; i < l.size(); i++) {
l.elementAt(i).instanceProduced(e);
}
if (e.getID() == InstanceEvent.INSTANCE_AVAILABLE) {
m_OutputInstance = null;
}
}
}
@Override
public Instances outputFormat() throws Exception {
if (m_OutputInstances == null) {
throw new Exception("No output format defined.");
}
return new Instances(m_OutputInstances, 0);
}
@Override
public Instance outputPeek() throws Exception {
if ((m_OutputInstances == null) || (m_OutputInstance == null)) {
return null;
}
return (Instance) m_OutputInstance.copy();
}
@Override
public void actionPerformed(ActionEvent e) {
Object source = e.getSource();
if (source == m_StartBut) {
// load the arff file and send the instances out to the listener
if (m_LoaderThread == null) {
m_LoaderThread = new LoadThread(this);
m_LoaderThread.setPriority(Thread.MIN_PRIORITY);
m_LoaderThread.start();
} else {
m_LoaderThread = null;
}
}
}
}
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