arffpanel.java

Java 编写的多种数据挖掘算法 包括聚类、分类、预处理等

/*
 *    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.
 */

/*
 * ArffPanel.java
 * Copyright (C) 2005 FracPete
 *
 */

package weka.gui.arffviewer;

import weka.core.Instances;
import weka.core.Undoable;
import weka.core.Utils;
import weka.gui.ComponentHelper;
import weka.gui.JTableHelper;
import weka.gui.ListSelectorDialog;

import java.awt.BorderLayout;
import java.awt.Cursor;
import java.awt.Toolkit;
import java.awt.datatransfer.Clipboard;
import java.awt.datatransfer.StringSelection;
import java.awt.event.ActionEvent;
import java.awt.event.ActionListener;
import java.awt.event.MouseEvent;
import java.awt.event.MouseListener;
import java.io.File;
import java.util.Collections;
import java.util.HashSet;
import java.util.Iterator;
import java.util.Vector;

import javax.swing.JLabel;
import javax.swing.JList;
import javax.swing.JMenuItem;
import javax.swing.JOptionPane;
import javax.swing.JPanel;
import javax.swing.JPopupMenu;
import javax.swing.JScrollPane;
import javax.swing.event.ChangeEvent;
import javax.swing.event.ChangeListener;
import javax.swing.event.TableModelEvent;

/**
 * A Panel representing an ARFF-Table and the associated filename.
 *
 *
 * @author FracPete (fracpete at waikato dot ac dot nz)
 * @version $Revision: 1.5 $ 
 */

public class ArffPanel 
  extends JPanel
  implements ActionListener, ChangeListener, MouseListener, Undoable {
  
  /** for serialization */
  static final long serialVersionUID = -4697041150989513939L;
  
  /** the name of the tab for instances that were set directly */
  public final static String       TAB_INSTANCES     = "Instances";
  
  private ArffTable             tableArff;
  private JPopupMenu            popupHeader;
  private JPopupMenu            popupRows;
  private JLabel                labelName;
  
  private JMenuItem             menuItemMean;
  private JMenuItem             menuItemSetAllValues;
  private JMenuItem             menuItemSetMissingValues;
  private JMenuItem             menuItemReplaceValues;
  private JMenuItem             menuItemRenameAttribute;
  private JMenuItem             menuItemAttributeAsClass;
  private JMenuItem             menuItemDeleteAttribute;
  private JMenuItem             menuItemDeleteAttributes;
  private JMenuItem             menuItemSortInstances;
  private JMenuItem             menuItemDeleteSelectedInstance;
  private JMenuItem             menuItemDeleteAllSelectedInstances;
  private JMenuItem             menuItemSearch;
  private JMenuItem             menuItemClearSearch;
  private JMenuItem             menuItemUndo;
  private JMenuItem             menuItemCopy;
  private JMenuItem             menuItemOptimalColWidth;
  private JMenuItem             menuItemOptimalColWidths;
  
  private String                filename;
  private String                title;
  private int                   currentCol;
  private boolean               changed;
  private HashSet               changeListeners;
  private String                lastSearch;
  private String                lastReplace;
  
  /**
   * initializes the panel with no data
   */
  public ArffPanel() {
    super();
    
    initialize();
    createPanel();
  }
  
  /**
   * initializes the panel and loads the specified file
   * 
   * @param filename	the file to load
   */
  public ArffPanel(String filename) {
    this();
    
    loadFile(filename);
  }
  
  /**
   * initializes the panel with the given data
   * 
   * @param data	the data to use
   */
  public ArffPanel(Instances data) {
    this();
    
    filename = "";
    
    setInstances(data);
  }
  
  /**
   * any member variables are initialized here
   */
  protected void initialize() {
    filename        = "";
    title           = "";
    currentCol      = -1;
    lastSearch      = "";
    lastReplace     = "";
    changed         = false;
    changeListeners = new HashSet();
  }
  
  /**
   * creates all the components in the frame
   */
  protected void createPanel() {
    JScrollPane                pane;
    
    setLayout(new BorderLayout());
    
    // header popup
    popupHeader  = new JPopupMenu();
    popupHeader.addMouseListener(this);
    menuItemMean = new JMenuItem("Get mean...");
    menuItemMean.addActionListener(this);
    popupHeader.add(menuItemMean);
    popupHeader.addSeparator();
    menuItemSetAllValues = new JMenuItem("Set all values to...");
    menuItemSetAllValues.addActionListener(this);
    popupHeader.add(menuItemSetAllValues);
    menuItemSetMissingValues = new JMenuItem("Set missing values to...");
    menuItemSetMissingValues.addActionListener(this);
    popupHeader.add(menuItemSetMissingValues);
    menuItemReplaceValues = new JMenuItem("Replace values with...");
    menuItemReplaceValues.addActionListener(this);
    popupHeader.add(menuItemReplaceValues);
    popupHeader.addSeparator();
    menuItemRenameAttribute = new JMenuItem("Rename attribute...");
    menuItemRenameAttribute.addActionListener(this);
    popupHeader.add(menuItemRenameAttribute);
    menuItemAttributeAsClass = new JMenuItem("Attribute as class");
    menuItemAttributeAsClass.addActionListener(this);
    popupHeader.add(menuItemAttributeAsClass);
    menuItemDeleteAttribute = new JMenuItem("Delete attribute");
    menuItemDeleteAttribute.addActionListener(this);
    popupHeader.add(menuItemDeleteAttribute);
    menuItemDeleteAttributes = new JMenuItem("Delete attributes...");
    menuItemDeleteAttributes.addActionListener(this);
    popupHeader.add(menuItemDeleteAttributes);
    menuItemSortInstances = new JMenuItem("Sort data (ascending)");
    menuItemSortInstances.addActionListener(this);
    popupHeader.add(menuItemSortInstances);
    popupHeader.addSeparator();
    menuItemOptimalColWidth = new JMenuItem("Optimal column width (current)");
    menuItemOptimalColWidth.addActionListener(this);
    popupHeader.add(menuItemOptimalColWidth);
    menuItemOptimalColWidths = new JMenuItem("Optimal column width (all)");
    menuItemOptimalColWidths.addActionListener(this);
    popupHeader.add(menuItemOptimalColWidths);
    
    // row popup
    popupRows = new JPopupMenu();
    popupRows.addMouseListener(this);
    menuItemUndo = new JMenuItem("Undo");
    menuItemUndo.addActionListener(this);
    popupRows.add(menuItemUndo);
    popupRows.addSeparator();
    menuItemCopy = new JMenuItem("Copy");
    menuItemCopy.addActionListener(this);
    popupRows.add(menuItemCopy);
    popupRows.addSeparator();
    menuItemSearch = new JMenuItem("Search...");
    menuItemSearch.addActionListener(this);
    popupRows.add(menuItemSearch);
    menuItemClearSearch = new JMenuItem("Clear search");
    menuItemClearSearch.addActionListener(this);
    popupRows.add(menuItemClearSearch);
    popupRows.addSeparator();
    menuItemDeleteSelectedInstance = new JMenuItem("Delete selected instance");
    menuItemDeleteSelectedInstance.addActionListener(this);
    popupRows.add(menuItemDeleteSelectedInstance);
    menuItemDeleteAllSelectedInstances = new JMenuItem("Delete ALL selected instances");
    menuItemDeleteAllSelectedInstances.addActionListener(this);
    popupRows.add(menuItemDeleteAllSelectedInstances);
    
    // table
    tableArff = new ArffTable();
    tableArff.setToolTipText("Right click (or left+alt) for context menu");
    tableArff.getTableHeader().addMouseListener(this);
    tableArff.getTableHeader().setToolTipText("<html><b>Sort view:</b> left click = ascending / Shift + left click = descending<br><b>Menu:</b> right click (or left+alt)</html>");
    tableArff.getTableHeader().setDefaultRenderer(new ArffTableCellRenderer());
    tableArff.addChangeListener(this);
    tableArff.addMouseListener(this);
    pane = new JScrollPane(tableArff);
    add(pane, BorderLayout.CENTER);
    
    // relation name
    labelName   = new JLabel();
    add(labelName, BorderLayout.NORTH);
  }
  
  /**
   * sets the enabled/disabled state of the menu items 
   */
  private void setMenu() {
    boolean            isNumeric;
    boolean            hasColumns;
    boolean            hasRows;
    boolean            attSelected;
    ArffSortedTableModel    model;
    
    model       = (ArffSortedTableModel) tableArff.getModel();
    hasColumns  = (model.getInstances().numAttributes() > 0);
    hasRows     = (model.getInstances().numInstances() > 0);
    attSelected = hasColumns && (currentCol > 0);
    isNumeric   = attSelected && (model.getAttributeAt(currentCol).isNumeric());
    
    menuItemUndo.setEnabled(canUndo());
    menuItemCopy.setEnabled(true);
    menuItemSearch.setEnabled(true);
    menuItemClearSearch.setEnabled(true);
    menuItemMean.setEnabled(isNumeric);
    menuItemSetAllValues.setEnabled(attSelected);
    menuItemSetMissingValues.setEnabled(attSelected);
    menuItemReplaceValues.setEnabled(attSelected);
    menuItemRenameAttribute.setEnabled(attSelected);
    menuItemDeleteAttribute.setEnabled(attSelected);
    menuItemDeleteAttributes.setEnabled(attSelected);
    menuItemSortInstances.setEnabled(hasRows && attSelected);
    menuItemDeleteSelectedInstance.setEnabled(hasRows && tableArff.getSelectedRow() > -1);
    menuItemDeleteAllSelectedInstances.setEnabled(hasRows && (tableArff.getSelectedRows().length > 0));
  }
  
  /**
   * returns the table component
   * 
   * @return 		the table
   */
  public ArffTable getTable() {
    return tableArff;
  }
  
  /**
   * returns the title for the Tab, i.e. the filename
   * 
   * @return 		the title for the tab
   */
  public String getTitle() {
    return title;
  }
  
  /**
   * returns the filename
   * 
   * @return		the filename
   */
  public String getFilename() {
    return filename;
  }
  
  /**
   * sets the filename
   * 
   * @param filename	the new filename
   */
  public void setFilename(String filename) {
    this.filename = filename;
    createTitle();
  }
  
  /**
   * returns the instances of the panel, if none then NULL
   * 
   * @return		the instances of the panel
   */
  public Instances getInstances() {
    Instances            result;
    
    result = null;
    
    if (tableArff.getModel() != null)
      result = ((ArffSortedTableModel) tableArff.getModel()).getInstances();
    
    return result;
  }
  
  /**
   * displays the given instances, i.e. creates a tab with the title 
   * TAB_INSTANCES. if one already exists it closes it.<br>
   * if a different instances object is used here, don't forget to clear
   * the undo-history by calling <code>clearUndo()</code>
   * 
   * @param data	the instances to display
   * @see               #TAB_INSTANCES
   * @see               #clearUndo()
   */
  public void setInstances(Instances data) {
    ArffSortedTableModel         model;
    
    this.filename = TAB_INSTANCES;
    
    createTitle();
    if (data == null)   
      model = null;
    else
      model = new ArffSortedTableModel(data);
    
    tableArff.setModel(model);
    clearUndo();
    setChanged(false);
    createName();
  }
  
  /**
   * returns a list with the attributes
   * 
   * @return		a list of the attributes
   */
  public Vector getAttributes() {
    Vector               result;
    int                  i;
    
    result = new Vector();
    for (i = 0; i < getInstances().numAttributes(); i++)
      result.add(getInstances().attribute(i).name());
    Collections.sort(result);
    
    return result;
  }
  
  /**
   * can only reset the changed state to FALSE
   * 
   * @param changed		if false, resets the changed state
   */
  public void setChanged(boolean changed) {
    if (!changed)
    {
      this.changed = changed;
      createTitle();
    }
  }
  
  /**
   * returns whether the content of the panel was changed
   * 
   * @return		true if the content was changed
   */
  public boolean isChanged() {
    return changed;
  }

  /**
   * returns whether undo support is enabled
   * 
   * @return 		true if undo is enabled
   */
  public boolean isUndoEnabled() {
    return ((ArffSortedTableModel) tableArff.getModel()).isUndoEnabled();
  }
  
  /**
   * sets whether undo support is enabled
   * 
   * @param enabled		whether to enable/disable undo support
   */
  public void setUndoEnabled(boolean enabled) {
    ((ArffSortedTableModel) tableArff.getModel()).setUndoEnabled(enabled);
  }
  
  /**
   * removes the undo history
   */
  public void clearUndo() {
    ((ArffSortedTableModel) tableArff.getModel()).clearUndo();
  }
  
  /**
   * returns whether an undo is possible 
   * 
   * @return		true if undo is possible
   */
  public boolean canUndo() {
    return ((ArffSortedTableModel) tableArff.getModel()).canUndo();
  }
  
  /**
   * performs an undo action
   */
  public void undo() {
    if (canUndo()) {
      ((ArffSortedTableModel) tableArff.getModel()).undo();
      
      // notify about update
      notifyListener();
    }
  }
  
  /**
   * adds the current state of the instances to the undolist 
   */
  public void addUndoPoint() {
    ((ArffSortedTableModel) tableArff.getModel()).addUndoPoint();
        
    // update menu
    setMenu();
  }
  
  /**
   * sets the title (i.e. filename)
   */
  private void createTitle() {
    File              file;
    
    if (filename.equals("")) {
      title = "-none-";
    }
    else if (filename.equals(TAB_INSTANCES)) {
      title = TAB_INSTANCES;
    }
    else {
      try {
        file  = new File(filename);
        title = file.getName();
      }
      catch (Exception e) {
        title = "-none-";
      }
    }
    
    if (isChanged())
      title += " *";
  }
  
  /**
   * sets the relation name
   */
  private void createName() {
    ArffSortedTableModel         model;
    
    model = (ArffSortedTableModel) tableArff.getModel();
    if (model != null)
      labelName.setText("Relation: " + model.getInstances().relationName());
    else
      labelName.setText("");
  }
  
  /**
   * loads the specified file into the table
   * 
   * @param filename		the file to load
   */
  private void loadFile(String filename) {