/* * 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. */ /* * ClassValuePicker.java * Copyright (C) 2004 University of Waikato, Hamilton, New Zealand * */ package weka.gui.beans; import weka.core.Instances; import weka.filters.Filter; import weka.filters.unsupervised.attribute.SwapValues; import java.awt.BorderLayout; import java.beans.EventSetDescriptor; import java.io.Serializable; import java.util.Vector; import javax.swing.JPanel; /** * @author Mark Hall * @version $Revision: 5731 $ */ public class ClassValuePicker extends JPanel implements Visible, DataSourceListener, BeanCommon, EventConstraints, Serializable { /** for serialization */ private static final long serialVersionUID = -1196143276710882989L; /** the class value index considered to be the positive class */ private int m_classValueIndex = 0; /** format of instances for the current incoming connection (if any) */ private Instances m_connectedFormat; private Object m_dataProvider; private Vector m_dataListeners = new Vector(); private Vector m_dataFormatListeners = new Vector(); protected transient weka.gui.Logger m_logger = null; protected BeanVisual m_visual = new BeanVisual("ClassValuePicker", BeanVisual.ICON_PATH+"ClassValuePicker.gif", BeanVisual.ICON_PATH+"ClassValuePicker_animated.gif"); /** * Global info for this bean * * @return a String value */ public String globalInfo() { return "Designate which class value is to be considered the \"positive\" " +"class value (useful for ROC style curves)."; } public ClassValuePicker() { setLayout(new BorderLayout()); add(m_visual, BorderLayout.CENTER); } /** * 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(); } /** * Returns the structure of the incoming instances (if any) * * @return an Instances value */ public Instances getConnectedFormat() { if (m_connectedFormat ==null) { System.err.println("Is null!!!!!!"); } return m_connectedFormat; } /** * Set the class value index considered to be the "positive" * class value. * * @param index the class value index to use */ public void setClassValueIndex(int index) { m_classValueIndex = index; if (m_connectedFormat != null) { notifyDataFormatListeners(); } } /** * Gets the class value index considered to be the "positive" * class value. * * @return the class value index */ public int getClassValueIndex() { return m_classValueIndex; } public void acceptDataSet(DataSetEvent e) { if (e.isStructureOnly()) { if (m_connectedFormat == null || !m_connectedFormat.equalHeaders(e.getDataSet())) { m_connectedFormat = new Instances(e.getDataSet(), 0); // tell any listening customizers (or other notifyDataFormatListeners(); } } Instances dataSet = e.getDataSet(); Instances newDataSet = assignClassValue(dataSet); e = new DataSetEvent(this, newDataSet); notifyDataListeners(e); } private Instances assignClassValue(Instances dataSet) { if (dataSet.classIndex() < 0) { if (m_logger != null) { m_logger. logMessage("[ClassValuePicker] " + statusMessagePrefix() + " No class attribute defined in data set."); m_logger.statusMessage(statusMessagePrefix() + "WARNING: No class attribute defined in data set."); } return dataSet; } if (dataSet.classAttribute().isNumeric()) { if (m_logger != null) { m_logger. logMessage("[ClassValuePicker] " + statusMessagePrefix() + " Class attribute must be nominal (ClassValuePicker)"); m_logger.statusMessage(statusMessagePrefix() + "WARNING: Class attribute must be nominal."); } return dataSet; } else { if (m_logger != null) { m_logger.statusMessage(statusMessagePrefix() + "remove"); } } if (m_classValueIndex != 0) { // nothing to do if == 0 // swap selected index with index 0 try { SwapValues sv = new SwapValues(); sv.setAttributeIndex(""+(dataSet.classIndex()+1)); sv.setFirstValueIndex("first"); sv.setSecondValueIndex(""+(m_classValueIndex+1)); sv.setInputFormat(dataSet); Instances newDataSet = Filter.useFilter(dataSet, sv); newDataSet.setRelationName(dataSet.relationName()); return newDataSet; } catch (Exception ex) { if (m_logger != null) { m_logger. logMessage("[ClassValuePicker] " +statusMessagePrefix() + " Unable to swap class attibute values."); m_logger.statusMessage(statusMessagePrefix() + "ERROR (See log for details)"); } } } return dataSet; } protected void notifyDataListeners(DataSetEvent tse) { Vector l; synchronized (this) { l = (Vector)m_dataListeners.clone(); } if (l.size() > 0) { for(int i = 0; i < l.size(); i++) { System.err.println("Notifying data listeners " +"(ClassValuePicker)"); ((DataSourceListener)l.elementAt(i)).acceptDataSet(tse); } } } protected void notifyDataFormatListeners() { Vector l; synchronized (this) { l = (Vector)m_dataFormatListeners.clone(); } if (l.size() > 0) { DataSetEvent dse = new DataSetEvent(this, m_connectedFormat); for(int i = 0; i < l.size(); i++) { ((DataFormatListener)l.elementAt(i)).newDataFormat(dse); } } } public synchronized void addDataSourceListener(DataSourceListener tsl) { m_dataListeners.addElement(tsl); } public synchronized void removeDataSourceListener(DataSourceListener tsl) { m_dataListeners.removeElement(tsl); } public synchronized void addDataFormatListener(DataFormatListener dfl) { m_dataFormatListeners.addElement(dfl); } public synchronized void removeDataFormatListener(DataFormatListener dfl) { m_dataFormatListeners.removeElement(dfl); } public void setVisual(BeanVisual newVisual) { m_visual = newVisual; } public BeanVisual getVisual() { return m_visual; } public void useDefaultVisual() { m_visual.loadIcons(BeanVisual.ICON_PATH+"ClassValuePicker.gif", BeanVisual.ICON_PATH+"ClassValuePicker_animated.gif"); } /** * Returns true if, at this time, * the object will accept a connection according to the supplied * event name * * @param eventName the event * @return true if the object will accept a connection */ public boolean connectionAllowed(String eventName) { if (eventName.compareTo("dataSet") == 0 && (m_dataProvider != null)) { return false; } return true; } /** * Returns true if, at this time, * the object will accept a connection according to the supplied * EventSetDescriptor * * @param esd the EventSetDescriptor * @return true if the object will accept a connection */ public boolean connectionAllowed(EventSetDescriptor esd) { return connectionAllowed(esd.getName()); } /** * Notify this object that it has been registered as a listener with * a source with respect to the supplied event name * * @param eventName the event * @param source the source with which this object has been registered as * a listener */ public synchronized void connectionNotification(String eventName, Object source) { if (connectionAllowed(eventName)) { if (eventName.compareTo("dataSet") == 0) { m_dataProvider = source; } } } /** * Notify this object that it has been deregistered as a listener with * a source with respect to the supplied event name * * @param eventName the event * @param source the source with which this object has been registered as * a listener */ public synchronized void disconnectionNotification(String eventName, Object source) { if (eventName.compareTo("dataSet") == 0) { if (m_dataProvider == source) { m_dataProvider = null; } } } public void setLog(weka.gui.Logger logger) { m_logger = logger; } public void stop() { // nothing to do } /** * 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 false; } /** * Returns true, if at the current time, the named event could * be generated. Assumes that the supplied event name is * an event 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 (eventName.compareTo("dataSet") != 0) { return false; } if (eventName.compareTo("dataSet") == 0) { if (m_dataProvider == null) { m_connectedFormat = null; notifyDataFormatListeners(); return false; } else { if (m_dataProvider instanceof EventConstraints) { if (!((EventConstraints)m_dataProvider). eventGeneratable("dataSet")) { m_connectedFormat = null; notifyDataFormatListeners(); return false; } } } } return true; } private String statusMessagePrefix() { return getCustomName() + "$" + hashCode() + "|"; } }