/* * 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. */ /* * Loader.java * Copyright (C) 2002 University of Waikato, Hamilton, New Zealand * */ package weka.gui.beans; import weka.core.Environment; import weka.core.EnvironmentHandler; import weka.core.Instance; import weka.core.Instances; import weka.core.OptionHandler; import weka.core.Utils; import weka.core.converters.ArffLoader; import weka.core.converters.DatabaseLoader; import weka.core.converters.FileSourcedConverter; import weka.gui.Logger; import java.awt.BorderLayout; import java.awt.event.ActionEvent; import java.awt.event.ActionListener; import java.beans.EventSetDescriptor; import java.beans.beancontext.BeanContext; import java.io.File; import java.io.IOException; import java.io.ObjectInputStream; import java.io.ObjectStreamException; import java.util.Enumeration; import java.util.Vector; import javax.swing.JButton; /** * Loads data sets using weka.core.converter classes * * @author Mark Hall * @version $Revision: 5396 $ * @since 1.0 * @see AbstractDataSource * @see UserRequestAcceptor */ public class Loader extends AbstractDataSource implements Startable, /*UserRequestAcceptor,*/ WekaWrapper, EventConstraints, BeanCommon, EnvironmentHandler { /** for serialization */ private static final long serialVersionUID = 1993738191961163027L; /** * Holds the instances loaded */ private transient Instances m_dataSet; /** * Holds the format of the last loaded data set */ private transient Instances m_dataFormat; /** * Global info for the wrapped loader (if it exists). */ protected String m_globalInfo; /** * Thread for doing IO in */ private LoadThread m_ioThread; private static int IDLE = 0; private static int BATCH_LOADING = 1; private static int INCREMENTAL_LOADING = 2; private int m_state = IDLE; /** * Loader */ private weka.core.converters.Loader m_Loader = new ArffLoader(); private InstanceEvent m_ie = new InstanceEvent(this); /** * Keep track of how many listeners for different types of events there are. */ private int m_instanceEventTargets = 0; private int m_dataSetEventTargets = 0; /** Flag indicating that a database has already been configured*/ private boolean m_dbSet = false; /** * Logging */ protected transient Logger m_log; /** * The environment variables. */ protected transient Environment m_env; /** * Asked to stop? */ protected boolean m_stopped = false; private class LoadThread extends Thread { private DataSource m_DP; public LoadThread(DataSource dp) { m_DP = dp; } public void run() { try { m_visual.setAnimated(); // m_visual.setText("Loading..."); boolean instanceGeneration = true; // determine if we are going to produce data set or instance events /* for (int i = 0; i < m_listeners.size(); i++) { if (m_listeners.elementAt(i) instanceof DataSourceListener) { instanceGeneration = false; break; } } */ if (m_dataSetEventTargets > 0) { instanceGeneration = false; m_state = BATCH_LOADING; } // Set environment variables if (m_Loader instanceof EnvironmentHandler && m_env != null) { ((EnvironmentHandler)m_Loader).setEnvironment(m_env); } String msg = statusMessagePrefix(); if (m_Loader instanceof FileSourcedConverter) { msg += "Loading " + ((FileSourcedConverter)m_Loader).retrieveFile().getName(); } else { msg += "Loading..."; } if (m_log != null) { m_log.statusMessage(msg); } if (instanceGeneration) { m_state = INCREMENTAL_LOADING; // boolean start = true; Instance nextInstance = null; // load and pass on the structure first Instances structure = null; try { m_Loader.reset(); // System.err.println("NOTIFYING STRUCTURE AVAIL"); structure = m_Loader.getStructure(); notifyStructureAvailable(structure); } catch (IOException e) { if (m_log != null) { m_log.statusMessage(statusMessagePrefix() +"ERROR (See log for details"); m_log.logMessage("[Loader] " + statusMessagePrefix() + " " + e.getMessage()); } e.printStackTrace(); } try { nextInstance = m_Loader.getNextInstance(structure); } catch (IOException e) { if (m_log != null) { m_log.statusMessage(statusMessagePrefix() +"ERROR (See log for details"); m_log.logMessage("[Loader] " + statusMessagePrefix() + " " + e.getMessage()); } e.printStackTrace(); } int z = 0; while (nextInstance != null) { if (m_stopped) { break; } nextInstance.setDataset(structure); // format.add(nextInstance); /* InstanceEvent ie = (start) ? new InstanceEvent(m_DP, nextInstance, InstanceEvent.FORMAT_AVAILABLE) : new InstanceEvent(m_DP, nextInstance, InstanceEvent.INSTANCE_AVAILABLE); */ // if (start) { // m_ie.setStatus(InstanceEvent.FORMAT_AVAILABLE); // } else { m_ie.setStatus(InstanceEvent.INSTANCE_AVAILABLE); // } m_ie.setInstance(nextInstance); // start = false; // System.err.println(z); nextInstance = m_Loader.getNextInstance(structure); if (nextInstance == null) { m_ie.setStatus(InstanceEvent.BATCH_FINISHED); } notifyInstanceLoaded(m_ie); z++; if (z % 10000 == 0) { // m_visual.setText("" + z + " instances..."); if (m_log != null) { m_log.statusMessage(statusMessagePrefix() + "Loaded " + z + " instances"); } } } m_visual.setStatic(); // m_visual.setText(structure.relationName()); } else { m_Loader.reset(); m_dataSet = m_Loader.getDataSet(); m_visual.setStatic(); if (m_log != null) { m_log.logMessage("[Loader] " + statusMessagePrefix() + " loaded " + m_dataSet.relationName()); } // m_visual.setText(m_dataSet.relationName()); notifyDataSetLoaded(new DataSetEvent(m_DP, m_dataSet)); } } catch (Exception ex) { if (m_log != null) { m_log.statusMessage(statusMessagePrefix() +"ERROR (See log for details"); m_log.logMessage("[Loader] " + statusMessagePrefix() + " " + ex.getMessage()); } ex.printStackTrace(); } finally { if (Thread.currentThread().isInterrupted()) { if (m_log != null) { m_log.logMessage("[Loader] " + statusMessagePrefix() + " loading interrupted!"); } } m_ioThread = null; // m_visual.setText("Finished"); // m_visual.setIcon(m_inactive.getVisual()); m_visual.setStatic(); m_state = IDLE; m_stopped = false; if (m_log != null) { m_log.statusMessage(statusMessagePrefix() + "Finished."); } block(false); } } } /** * Global info (if it exists) for the wrapped loader * * @return the global info */ public String globalInfo() { return m_globalInfo; } public Loader() { super(); setLoader(m_Loader); appearanceFinal(); } public void setDB(boolean flag){ m_dbSet = flag; } protected void appearanceFinal() { removeAll(); setLayout(new BorderLayout()); JButton goButton = new JButton("Start..."); add(goButton, BorderLayout.CENTER); goButton.addActionListener(new ActionListener() { public void actionPerformed(ActionEvent e) { startLoading(); } }); } protected void appearanceDesign() { removeAll(); setLayout(new BorderLayout()); add(m_visual, BorderLayout.CENTER); } /** * Set a bean context for this bean * * @param bc a BeanContext value */ public void setBeanContext(BeanContext bc) { super.setBeanContext(bc); if (m_design) { appearanceDesign(); } else { appearanceFinal(); } } /** * Set the loader to use * * @param loader a weka.core.converters.Loader value */ public void setLoader(weka.core.converters.Loader loader) { boolean loadImages = true; if (loader.getClass().getName(). compareTo(m_Loader.getClass().getName()) == 0) { loadImages = false; } m_Loader = loader; String loaderName = loader.getClass().toString(); loaderName = loaderName.substring(loaderName. lastIndexOf('.')+1, loaderName.length()); if (loadImages) { if (m_Loader instanceof Visible) { m_visual = ((Visible) m_Loader).getVisual(); } else { if (!m_visual.loadIcons(BeanVisual.ICON_PATH+loaderName+".gif", BeanVisual.ICON_PATH+loaderName+"_animated.gif")) { useDefaultVisual(); } } } m_visual.setText(loaderName); // get global info m_globalInfo = KnowledgeFlowApp.getGlobalInfo(m_Loader); } protected void newFileSelected() { if(! (m_Loader instanceof DatabaseLoader)) { // try to load structure (if possible) and notify any listeners try { // Set environment variables if (m_Loader instanceof EnvironmentHandler && m_env != null) { ((EnvironmentHandler)m_Loader).setEnvironment(m_env); } m_dataFormat = m_Loader.getStructure(); // System.err.println(m_dataFormat); System.out.println("[Loader] Notifying listeners of instance structure avail."); notifyStructureAvailable(m_dataFormat); }catch (Exception ex) { } } } /** * Get the loader * * @return a weka.core.converters.Loader value */ public weka.core.converters.Loader getLoader() { return m_Loader; } /** * Set the loader * * @param algorithm a Loader * @exception IllegalArgumentException if an error occurs */ public void setWrappedAlgorithm(Object algorithm) { if (!(algorithm instanceof weka.core.converters.Loader)) { throw new IllegalArgumentException(algorithm.getClass()+" : incorrect " +"type of algorithm (Loader)"); } setLoader((weka.core.converters.Loader)algorithm); } /** * Get the loader * * @return a Loader */ public Object getWrappedAlgorithm() { return getLoader(); } /** * Notify all listeners that the structure of a data set * is available. * * @param structure an Instances value */ protected void notifyStructureAvailable(Instances structure) { if (m_dataSetEventTargets > 0 && structure != null) { DataSetEvent dse = new DataSetEvent(this, structure); notifyDataSetLoaded(dse); } else if (m_instanceEventTargets > 0 && structure != null) { m_ie.setStructure(structure); notifyInstanceLoaded(m_ie); } } /** * Notify all Data source listeners that a data set has been loaded * * @param e a DataSetEvent value */ protected void notifyDataSetLoaded(DataSetEvent e) { Vector l; synchronized (this) { l = (Vector)m_listeners.clone(); } if (l.size() > 0) { for(int i = 0; i < l.size(); i++) { ((DataSourceListener)l.elementAt(i)).acceptDataSet(e); } m_dataSet = null; } } /** * Notify all instance listeners that a new instance is available * * @param e an InstanceEvent value */ protected void notifyInstanceLoaded(InstanceEvent e) { Vector l; synchronized (this) { l = (Vector)m_listeners.clone(); } if (l.size() > 0) { for(int i = 0; i < l.size(); i++) { ((InstanceListener)l.elementAt(i)).acceptInstance(e); } m_dataSet = null; } } /** * Start loading data */ public void startLoading() { if (m_ioThread == null) { // m_visual.setText(m_dataSetFile.getName()); m_state = BATCH_LOADING; m_ioThread = new LoadThread(Loader.this); m_ioThread.setPriority(Thread.MIN_PRIORITY); m_ioThread.start(); } else { m_ioThread = null; m_state = IDLE; } } /** * Get a list of user requests * * @return an Enumeration value */ /*public Enumeration enumerateRequests() { Vector newVector = new Vector(0); boolean ok = true; if (m_ioThread == null) { if (m_Loader instanceof FileSourcedConverter) { String temp = ((FileSourcedConverter) m_Loader).retrieveFile().getPath(); Environment env = (m_env == null) ? Environment.getSystemWide() : m_env; try { temp = env.substitute(temp); } catch (Exception ex) {} File tempF = new File(temp); if (!tempF.isFile()) { ok = false; } } String entry = "Start loading"; if (!ok) { entry = "$"+entry; } newVector.addElement(entry); } return newVector.elements(); } */ /** * Perform the named request * * @param request a String value * @exception IllegalArgumentException if an error occurs */ /*public void performRequest(String request) { if (request.compareTo("Start loading") == 0) { startLoading(); } else { throw new IllegalArgumentException(request + " not supported (Loader)"); } } */ /** * Start loading * * @exception Exception if something goes wrong */ public void start() throws Exception { startLoading(); block(true); } /** * Gets a string that describes the start action. The * KnowledgeFlow uses this in the popup contextual menu * for the component. The string can be proceeded by * a '$' character to indicate that the component can't * be started at present. * * @return a string describing the start action. */ public String getStartMessage() { boolean ok = true; String entry = "Start loading"; if (m_ioThread == null) { if (m_Loader instanceof FileSourcedConverter) { String temp = ((FileSourcedConverter) m_Loader).retrieveFile().getPath(); Environment env = (m_env == null) ? Environment.getSystemWide() : m_env; try { temp = env.substitute(temp); } catch (Exception ex) {} File tempF = new File(temp); if (!tempF.isFile()) { ok = false; } } if (!ok) { entry = "$"+entry; } } return entry; } /** * Function used to stop code that calls acceptTrainingSet. This is * needed as classifier construction is performed inside a separate * thread of execution. * * @param tf a boolean value */ private synchronized void block(boolean tf) { if (tf) { try { // only block if thread is still doing something useful! if (m_ioThread.isAlive() && m_state != IDLE) { wait(); } } catch (InterruptedException ex) { } } else { notifyAll(); } } /** * Returns true if the named event can be generated at this time * * @param eventName the event * @return a boolean value */ public boolean eventGeneratable(String eventName) { if (eventName.compareTo("instance") == 0) { if (!(m_Loader instanceof weka.core.converters.IncrementalConverter)) { return false; } if (m_dataSetEventTargets > 0) { return false; } /* for (int i = 0; i < m_listeners.size(); i++) { if (m_listeners.elementAt(i) instanceof DataSourceListener) { return false; } } */ } if (eventName.compareTo("dataSet") == 0) { if (!(m_Loader instanceof weka.core.converters.BatchConverter)) { return false; } if (m_instanceEventTargets > 0) { return false; } /* for (int i = 0; i < m_listeners.size(); i++) { if (m_listeners.elementAt(i) instanceof InstanceListener) { return false; } } */ } return true; } /** * Add a listener * * @param dsl a DataSourceListener value */ public synchronized void addDataSourceListener(DataSourceListener dsl) { super.addDataSourceListener(dsl); m_dataSetEventTargets ++; // pass on any current instance format try{ if((m_Loader instanceof DatabaseLoader && m_dbSet && m_dataFormat == null) || (!(m_Loader instanceof DatabaseLoader) && m_dataFormat == null)) { m_dataFormat = m_Loader.getStructure(); m_dbSet = false; } }catch(Exception ex){ } notifyStructureAvailable(m_dataFormat); } /** * Remove a listener * * @param dsl a DataSourceListener value */ public synchronized void removeDataSourceListener(DataSourceListener dsl) { super.removeDataSourceListener(dsl); m_dataSetEventTargets --; } /** * Add an instance listener * * @param dsl a InstanceListener value */ public synchronized void addInstanceListener(InstanceListener dsl) { super.addInstanceListener(dsl); m_instanceEventTargets ++; try{ if((m_Loader instanceof DatabaseLoader && m_dbSet && m_dataFormat == null) || (!(m_Loader instanceof DatabaseLoader) && m_dataFormat == null)) { m_dataFormat = m_Loader.getStructure(); m_dbSet = false; } }catch(Exception ex){ } // pass on any current instance format notifyStructureAvailable(m_dataFormat); } /** * Remove an instance listener * * @param dsl a InstanceListener value */ public synchronized void removeInstanceListener(InstanceListener dsl) { super.removeInstanceListener(dsl); m_instanceEventTargets --; } public static void main(String [] args) { try { final javax.swing.JFrame jf = new javax.swing.JFrame(); jf.getContentPane().setLayout(new java.awt.BorderLayout()); final Loader tv = new Loader(); jf.getContentPane().add(tv, java.awt.BorderLayout.CENTER); jf.addWindowListener(new java.awt.event.WindowAdapter() { public void windowClosing(java.awt.event.WindowEvent e) { jf.dispose(); System.exit(0); } }); jf.setSize(800,600); jf.setVisible(true); } catch (Exception ex) { ex.printStackTrace(); } } private Object readResolve() throws ObjectStreamException { // try and reset the Loader if (m_Loader != null) { try { m_Loader.reset(); } catch (Exception ex) { } } return this; } /** * 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(); } /** * Set a logger * * @param logger a weka.gui.Logger value */ public void setLog(Logger logger) { m_log = logger; } /** * Set environment variables to use. * * @param env the environment variables to * use */ public void setEnvironment(Environment env) { m_env = env; } /** * Returns true if, at this time, * the object will accept a connection via the supplied * EventSetDescriptor. Always returns false for loader. * * @param esd the EventSetDescriptor * @return true if the object will accept a connection */ public boolean connectionAllowed(EventSetDescriptor esd) { return false; } /** * Returns true if, at this time, * the object will accept a connection via the named event * * @param eventName the name of the event * @return true if the object will accept a connection */ public boolean connectionAllowed(String eventName) { return false; } /** * Notify this object that it has been registered as a listener with * a source for receiving events described by the named event * This object is responsible for recording this fact. * * @param eventName the event * @param source the source with which this object has been registered as * a listener */ public void connectionNotification(String eventName, Object source) { // this should never get called for us. } /** * Notify this object that it has been deregistered as a listener with * a source for named event. This object is responsible * for recording this fact. * * @param eventName the event * @param source the source with which this object has been registered as * a listener */ public void disconnectionNotification(String eventName, Object source) { // this should never get called for us. } /** * Stop any loading action. */ public void stop() { m_stopped = true; } /** * 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_ioThread != null); } private String statusMessagePrefix() { return getCustomName() + "$" + hashCode() + "|" + ((m_Loader instanceof OptionHandler) ? Utils.joinOptions(((OptionHandler)m_Loader).getOptions()) + "|" : ""); } // Custom de-serialization in order to set default // environment variables on de-serialization private void readObject(ObjectInputStream aStream) throws IOException, ClassNotFoundException { aStream.defaultReadObject(); // set a default environment to use m_env = Environment.getSystemWide(); } }