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Massive On-line Analysis is an environment for massive data mining. MOA provides a framework for data stream mining and includes tools for evaluation and a collection of machine learning algorithms. Related to the WEKA project, also written in Java, while scaling to more demanding problems.
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/*
 *   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 .
 */

/*
 *   InstancesSummaryPanel.java
 *   Copyright (C) 1999-2020 University of Waikato, Hamilton, New Zealand
 */
package moa.gui.featureanalysis;

import com.yahoo.labs.samoa.instances.Instances;
import com.yahoo.labs.samoa.instances.SamoaToWekaInstanceConverter;
import com.yahoo.labs.samoa.instances.WekaToSamoaInstanceConverter;
import javax.swing.*;
import java.awt.*;

/**
 * This panel just displays relation name, number of instances, and number of
 * attributes. This panel refers to weka.gui.InstancesSummaryPanel.
 *
 * @author Len Trigg ([email protected])
 * @author Yongheng Ma ([email protected])
 */
public class InstancesSummaryPanel extends JPanel {

  /** for serialization */
  private static final long serialVersionUID = 1L;

  /** Message shown when no instances have been loaded */
  protected static final String NO_SOURCE = "None";

  /** Displays the name of the relation */
  protected JLabel m_RelationNameLab = new JLabel(NO_SOURCE);

  /** Displays the number of instances */
  protected JLabel m_NumInstancesLab = new JLabel(NO_SOURCE);

  /** Displays the number of attributes */
  protected JLabel m_NumAttributesLab = new JLabel(NO_SOURCE);

  /** Displays the sum of instance weights */
  //protected JLabel m_sumOfWeightsLab = new JLabel(NO_SOURCE);

  /** The instances we're playing with */
  protected Instances m_Instances;

  /**
   * Whether to display 0 or ? for the number of instances in cases where a
   * dataset has only structure. Depending on where this panel is used from, the
   * user may have loaded a dataset with no instances or a Loader that can read
   * incrementally may be being used (in which case we don't know how many
   * instances are in the dataset... yet).
   */
  protected boolean m_showZeroInstancesAsUnknown = false;

  protected SamoaToWekaInstanceConverter m_samoaToWekaInstanceConverter;

  /**
   * Creates the instances panel with no initial instances.
   */
  public InstancesSummaryPanel() {
    m_samoaToWekaInstanceConverter=new SamoaToWekaInstanceConverter();
    GridBagLayout gbLayout = new GridBagLayout();
    setLayout(gbLayout);
    JLabel lab = new JLabel("Relation:", SwingConstants.RIGHT);
    lab.setBorder(BorderFactory.createEmptyBorder(0, 10, 0, 0));
    GridBagConstraints gbConstraints = new GridBagConstraints();
    gbConstraints.anchor = GridBagConstraints.EAST;
    gbConstraints.fill = GridBagConstraints.HORIZONTAL;
    gbConstraints.gridy = 0;
    gbConstraints.gridx = 0;
    gbLayout.setConstraints(lab, gbConstraints);
    add(lab);

    gbConstraints = new GridBagConstraints();
    gbConstraints.anchor = GridBagConstraints.WEST;
    gbConstraints.fill = GridBagConstraints.HORIZONTAL;
    gbConstraints.gridy = 0;
    gbConstraints.gridx = 1;
    gbConstraints.weightx = 100; // gbConstraints.gridwidth =
                                 // GridBagConstraints.RELATIVE;
    gbLayout.setConstraints(m_RelationNameLab, gbConstraints);
    add(m_RelationNameLab);
    m_RelationNameLab.setBorder(BorderFactory.createEmptyBorder(0, 5, 0, 10));

    lab = new JLabel("Instances:", SwingConstants.RIGHT);
    lab.setBorder(BorderFactory.createEmptyBorder(0, 10, 0, 0));
    gbConstraints = new GridBagConstraints();
    gbConstraints.anchor = GridBagConstraints.EAST;
    gbConstraints.fill = GridBagConstraints.HORIZONTAL;
    gbConstraints.gridy = 1;
    gbConstraints.gridx = 0;
    gbLayout.setConstraints(lab, gbConstraints);
    add(lab);
    gbConstraints = new GridBagConstraints();
    gbConstraints.anchor = GridBagConstraints.WEST;
    gbConstraints.fill = GridBagConstraints.HORIZONTAL;
    gbConstraints.gridy = 1;
    gbConstraints.gridx = 1;
    gbConstraints.weightx = 100;
    gbLayout.setConstraints(m_NumInstancesLab, gbConstraints);
    add(m_NumInstancesLab);
    m_NumInstancesLab.setBorder(BorderFactory.createEmptyBorder(0, 5, 0, 10));

    lab = new JLabel("Attributes:", SwingConstants.RIGHT);
    lab.setBorder(BorderFactory.createEmptyBorder(0, 10, 0, 0));
    gbConstraints = new GridBagConstraints();
    gbConstraints.anchor = GridBagConstraints.EAST;
    gbConstraints.fill = GridBagConstraints.HORIZONTAL;
    gbConstraints.gridy = 0;
    gbConstraints.gridx = 2;
    gbLayout.setConstraints(lab, gbConstraints);
    add(lab);
    gbConstraints = new GridBagConstraints();
    gbConstraints.anchor = GridBagConstraints.WEST;
    gbConstraints.fill = GridBagConstraints.HORIZONTAL;
    gbConstraints.gridy = 0;
    gbConstraints.gridx = 3;
    // gbConstraints.weightx = 100;
    gbLayout.setConstraints(m_NumAttributesLab, gbConstraints);
    add(m_NumAttributesLab);
    m_NumAttributesLab.setBorder(BorderFactory.createEmptyBorder(0, 5, 0, 10));

    /*lab = new JLabel("Sum of weights:", SwingConstants.RIGHT);
    lab.setBorder(BorderFactory.createEmptyBorder(0, 10, 0, 0));
    gbConstraints = new GridBagConstraints();
    gbConstraints.anchor = GridBagConstraints.EAST;
    gbConstraints.fill = GridBagConstraints.HORIZONTAL;
    gbConstraints.gridy = 1;
    gbConstraints.gridx = 2;
    gbLayout.setConstraints(lab, gbConstraints);
    add(lab);
    gbConstraints = new GridBagConstraints();
    gbConstraints.anchor = GridBagConstraints.WEST;
    gbConstraints.fill = GridBagConstraints.HORIZONTAL;
    gbConstraints.gridy = 1;
    gbConstraints.gridx = 3;
    // gbConstraints.weightx = 100;
    gbLayout.setConstraints(m_sumOfWeightsLab, gbConstraints);
    add(m_sumOfWeightsLab);
    m_sumOfWeightsLab.setBorder(BorderFactory.createEmptyBorder(0, 5, 0, 10));*/

  }

  /**
   * Set whether to show zero instances as unknown (i.e. "?" rather than zero).
   * This is useful if header information has been read and the instances
   * themselves will be loaded incrementally.
   * 
   * @param zeroAsUnknown true if zero instances will be displayed as "unknown",
   *          i.e. "?"
   */
  public void setShowZeroInstancesAsUnknown(boolean zeroAsUnknown) {
    m_showZeroInstancesAsUnknown = zeroAsUnknown;
  }

  /**
   * Get whether to show zero instances as unknown (i.e. "?" rather than zero).
   * This is useful if header information has been read and the instances
   * themselves will be loaded incrementally.
   * 
   * @return true if zero instances will be displayed as "unknown", i.e. "?"
   */
  public boolean getShowZeroInstancesAsUnknown() {
    return m_showZeroInstancesAsUnknown;
  }

  /**
   * Tells the panel to use a new set of instances.
   * 
   * @param inst a set of Instances
   */
  public void setInstances(Instances inst) {
    m_Instances = inst;
    m_RelationNameLab.setText(m_Instances.getRelationName());
    m_RelationNameLab.setToolTipText(m_Instances.getRelationName());
    m_NumInstancesLab
        .setText(""
            + ((m_showZeroInstancesAsUnknown && m_Instances.numInstances() == 0) ? "?"
                : "" + m_Instances.numInstances()));
    m_NumAttributesLab.setText("" + m_Instances.numAttributes());
   /* m_sumOfWeightsLab
        .setText(""
            + ((m_showZeroInstancesAsUnknown && m_Instances.numInstances() == 0) ? "?"
                : "" + Utils.doubleToString(m_samoaToWekaInstanceConverter.wekaInstances(m_Instances).sumOfWeights(), 3)));*/

  }

  /**
   * Tests out the instance summary panel from the command line.
   * 
   * @param args optional name of dataset to load
   */
  public static void main(String[] args) {
    WekaToSamoaInstanceConverter m_wekaToSamoaInstanceConverter = new WekaToSamoaInstanceConverter();
    try {
      final javax.swing.JFrame jf = new javax.swing.JFrame("Instances Panel");
      jf.getContentPane().setLayout(new BorderLayout());
      final InstancesSummaryPanel p = new InstancesSummaryPanel();
      p.setBorder(BorderFactory.createTitledBorder("Relation"));
      jf.getContentPane().add(p, BorderLayout.CENTER);
      jf.addWindowListener(new java.awt.event.WindowAdapter() {
        @Override
        public void windowClosing(java.awt.event.WindowEvent e) {
          jf.dispose();
          System.exit(0);
        }
      });
      jf.pack();
      jf.setVisible(true);
      if (args.length == 1) {
        java.io.Reader r = new java.io.BufferedReader(new java.io.FileReader(
            args[0]));
        weka.core.Instances i = new weka.core.Instances(r);
        p.setInstances(m_wekaToSamoaInstanceConverter.samoaInstances(i));
      }
    } catch (Exception ex) {
      ex.printStackTrace();
      System.err.println(ex.getMessage());
    }
  }

}