source: src/main/java/weka/gui/beans/ClustererPerformanceEvaluator.java @ 23

/*
 *    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 2 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, write to the Free Software
 *    Foundation, Inc., 675 Mass Ave, Cambridge, MA 02139, USA.
 */

/*
 *    ClustererPerformanceEvaluator.java
 *    Copyright (C) 2004 University of Waikato, Hamilton, New Zealand
 *
 */

package weka.gui.beans;

import weka.clusterers.ClusterEvaluation;
import weka.clusterers.Clusterer;

import java.io.Serializable;
import java.util.Enumeration;
import java.util.Vector;

/**
 * A bean that evaluates the performance of batch trained clusterers
 *
 * @author <a href="mailto:mutter@cs.waikato.ac.nz">Stefan Mutter</a>
 * @version $Revision: 4813 $
 */
public class ClustererPerformanceEvaluator
  extends AbstractEvaluator
  implements BatchClustererListener, Serializable, UserRequestAcceptor, 
             EventConstraints {

  /** for serialization */
  private static final long serialVersionUID = 8041163601333978584L;

  /**
   * Evaluation object used for evaluating a clusterer
   */
  private transient ClusterEvaluation m_eval;

  /**
   * Holds the clusterer to be evaluated
   */
  private transient Clusterer m_clusterer;

  private transient Thread m_evaluateThread = null;
  
  private Vector m_textListeners = new Vector();

  public ClustererPerformanceEvaluator() {
    m_visual.loadIcons(BeanVisual.ICON_PATH
                       +"ClustererPerformanceEvaluator.gif",
                       BeanVisual.ICON_PATH
                       +"ClustererPerformanceEvaluator_animated.gif");
    m_visual.setText("ClustererPerformanceEvaluator");
  }

  /**
   * Set a custom (descriptive) name for this bean
   * 
   * @param name the name to use
   */
  public void setCustomName(String name) {
    m_visual.setText(name);
  }

  /**
   * Get the custom (descriptive) name for this bean (if one has been set)
   * 
   * @return the custom name (or the default name)
   */
  public String getCustomName() {
    return m_visual.getText();
  }
  
  /**
   * Global info for this bean
   *
   * @return a <code>String</code> value
   */
  public String globalInfo() {
    return "Evaluate the performance of batch trained clusterers.";
  }

  /**
   * Accept a clusterer to be evaluated
   *
   * @param ce a <code>BatchClustererEvent</code> value
   */
  public void acceptClusterer(final BatchClustererEvent ce) {
    
    if (ce.getTestSet().isStructureOnly()) {
      return; // cant evaluate empty instances
    }
    try {
      if (m_evaluateThread == null) {
        m_evaluateThread = new Thread() {
            public void run() {
              boolean numericClass = false;  
//            final String oldText = m_visual.getText();
              try {
                if (ce.getSetNumber() == 1 /*|| 
                    ce.getClusterer() != m_clusterer */) {
                  m_eval = new ClusterEvaluation();
                  m_clusterer = ce.getClusterer();
                  m_eval.setClusterer(m_clusterer);
                }
                
                if (ce.getSetNumber() <= ce.getMaxSetNumber()) {
//                m_visual.setText("Evaluating ("+ce.getSetNumber()+")...");
                  if (m_logger != null) {
                    m_logger.statusMessage(statusMessagePrefix()
                                           +"Evaluating ("+ce.getSetNumber()
                                           +")...");
                  }
                  m_visual.setAnimated();
                  if(ce.getTestSet().getDataSet().classIndex() != -1 && ce.getTestSet().getDataSet().classAttribute().isNumeric()){
                    numericClass = true;
                    ce.getTestSet().getDataSet().setClassIndex(-1);
                  } 
                  m_eval.evaluateClusterer(ce.getTestSet().getDataSet());
                }
                
                if (ce.getSetNumber() == ce.getMaxSetNumber()) {
                  String textTitle = m_clusterer.getClass().getName();
                  textTitle = 
                    textTitle.substring(textTitle.lastIndexOf('.')+1,
                                        textTitle.length());
                  String test;
                  if(ce.getTestOrTrain() == 0)
                      test = "test";
                  else
                      test = "training";
                  String resultT = "=== Evaluation result for "+test+" instances ===\n\n"
                    + "Scheme: " + textTitle + "\n"
                    + "Relation: " + ce.getTestSet().getDataSet().relationName()
                    + "\n\n" + m_eval.clusterResultsToString();
                  if(numericClass)
                      resultT = resultT + "\n\nNo class based evaluation possible. Class attribute has to be nominal.";
                  TextEvent te = 
                    new TextEvent(ClustererPerformanceEvaluator.this, 
                                  resultT,
                                  textTitle);
                  notifyTextListeners(te);
                  if (m_logger != null) {
                    m_logger.statusMessage(statusMessagePrefix() + "Finished.");
                  }
                }
              } catch (Exception ex) {
                // stop all processing
                ClustererPerformanceEvaluator.this.stop();
                if (m_logger != null) {
                  m_logger.statusMessage(statusMessagePrefix()
                      + "ERROR (see log for details");
                  m_logger.logMessage("[ClustererPerformanceEvaluator] " 
                      + statusMessagePrefix()
                      + " problem while evaluating clusterer. " + ex.getMessage());
                }
                ex.printStackTrace();
              } finally {
//              m_visual.setText(oldText);
                m_visual.setStatic();
                m_evaluateThread = null;
                if (isInterrupted()) {
                  if (m_logger != null) {
                    m_logger.logMessage("[" + getCustomName() 
                        + "] Evaluation interrupted!");
                    m_logger.statusMessage(statusMessagePrefix() 
                        + "INTERRUPTED");
                  }
                }
                block(false);
              }
            }
          };
        m_evaluateThread.setPriority(Thread.MIN_PRIORITY);
        m_evaluateThread.start();

        // make sure the thread is still running before we block
        //      if (m_evaluateThread.isAlive()) {
        block(true);
          //    }
        m_evaluateThread = null;
      }
    }  catch (Exception ex) {
      ex.printStackTrace();
    }
  }
  
  /**
   * Returns true if. at this time, the bean is busy with some
   * (i.e. perhaps a worker thread is performing some calculation).
   * 
   * @return true if the bean is busy.
   */
  public boolean isBusy() {
    return (m_evaluateThread != null);
  }

  /**
   * Try and stop any action
   */
  public void stop() {
    // tell the listenee (upstream bean) to stop
    if (m_listenee instanceof BeanCommon) {
      //      System.err.println("Listener is BeanCommon");
      ((BeanCommon)m_listenee).stop();
    }

    // stop the evaluate thread
    if (m_evaluateThread != null) {
      m_evaluateThread.interrupt();
      m_evaluateThread.stop();
      m_evaluateThread = null;
      m_visual.setStatic();
    }
  }
  
  /**
   * Function used to stop code that calls acceptClusterer. This is 
   * needed as clusterer evaluation is performed inside a separate
   * thread of execution.
   *
   * @param tf a <code>boolean</code> value
   */
  private synchronized void block(boolean tf) {
    if (tf) {
      try {
        // only block if thread is still doing something useful!
        if (m_evaluateThread != null && m_evaluateThread.isAlive()) {
          wait();
        }
      } catch (InterruptedException ex) {
      }
    } else {
      notifyAll();
    }
  }

  /**
   * Return an enumeration of user activated requests for this bean
   *
   * @return an <code>Enumeration</code> value
   */
  public Enumeration enumerateRequests() {
    Vector newVector = new Vector(0);
    if (m_evaluateThread != null) {
      newVector.addElement("Stop");
    }
    return newVector.elements();
  }

  /**
   * Perform the named request
   *
   * @param request the request to perform
   * @exception IllegalArgumentException if an error occurs
   */
  public void performRequest(String request) {
    if (request.compareTo("Stop") == 0) {
      stop();
    } else {
      throw new 
        IllegalArgumentException(request

                    + " not supported (ClustererPerformanceEvaluator)");
    }
  }

  /**
   * Add a text listener
   *
   * @param cl a <code>TextListener</code> value
   */
  public synchronized void addTextListener(TextListener cl) {
    m_textListeners.addElement(cl);
  }

  /**
   * Remove a text listener
   *
   * @param cl a <code>TextListener</code> value
   */
  public synchronized void removeTextListener(TextListener cl) {
    m_textListeners.remove(cl);
  }
  
  /**
   * Notify all text listeners of a TextEvent
   *
   * @param te a <code>TextEvent</code> value
   */
  private void notifyTextListeners(TextEvent te) {
    Vector l;
    synchronized (this) {
      l = (Vector)m_textListeners.clone();
    }
    if (l.size() > 0) {
      for(int i = 0; i < l.size(); i++) {
        //      System.err.println("Notifying text listeners "
        //                         +"(ClustererPerformanceEvaluator)");
        ((TextListener)l.elementAt(i)).acceptText(te);
      }
    }
  }

  /**
   * Returns true, if at the current time, the named event could
   * be generated. Assumes that supplied event names are names of
   * events that could be generated by this bean.
   *
   * @param eventName the name of the event in question
   * @return true if the named event could be generated at this point in
   * time
   */
  public boolean eventGeneratable(String eventName) {
    if (m_listenee == null) {
      return false;
    }

    if (m_listenee instanceof EventConstraints) {
      if (!((EventConstraints)m_listenee).
          eventGeneratable("batchClusterer")) {
        return false;
      }
    }
    return true;
  }
  
  private String statusMessagePrefix() {
    return getCustomName() + "$" + hashCode() + "|";
  }
}