[29] | 1 | /* |
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| 2 | * This program is free software; you can redistribute it and/or modify |
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| 3 | * it under the terms of the GNU General Public License as published by |
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| 4 | * the Free Software Foundation; either version 2 of the License, or |
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| 5 | * (at your option) any later version. |
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| 6 | * |
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| 7 | * This program is distributed in the hope that it will be useful, |
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| 8 | * but WITHOUT ANY WARRANTY; without even the implied warranty of |
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| 9 | * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the |
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| 10 | * GNU General Public License for more details. |
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| 11 | * |
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| 12 | * You should have received a copy of the GNU General Public License |
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| 13 | * along with this program; if not, write to the Free Software |
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| 14 | * Foundation, Inc., 675 Mass Ave, Cambridge, MA 02139, USA. |
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| 15 | */ |
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| 16 | |
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| 17 | /* |
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| 18 | * AttributeSummarizer.java |
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| 19 | * Copyright (C) 2003 University of Waikato, Hamilton, New Zealand |
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| 20 | * |
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| 21 | */ |
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| 22 | |
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| 23 | package weka.gui.beans; |
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| 24 | |
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| 25 | import weka.core.Instances; |
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| 26 | import weka.gui.AttributeVisualizationPanel; |
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| 27 | |
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| 28 | import java.awt.BorderLayout; |
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| 29 | import java.awt.Dimension; |
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| 30 | import java.awt.Font; |
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| 31 | import java.awt.GridLayout; |
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| 32 | import java.beans.beancontext.BeanContext; |
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| 33 | import java.util.Enumeration; |
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| 34 | import java.util.Vector; |
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| 35 | |
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| 36 | import javax.swing.BorderFactory; |
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| 37 | import javax.swing.JPanel; |
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| 38 | import javax.swing.JScrollPane; |
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| 39 | |
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| 40 | /** |
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| 41 | * Bean that encapsulates displays bar graph summaries for attributes in |
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| 42 | * a data set. |
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| 43 | * |
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| 44 | * @author <a href="mailto:mhall@cs.waikato.ac.nz">Mark Hall</a> |
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| 45 | * @version $Revision: 1.11 $ |
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| 46 | */ |
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| 47 | public class AttributeSummarizer |
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| 48 | extends DataVisualizer { |
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| 49 | |
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| 50 | /** for serialization */ |
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| 51 | private static final long serialVersionUID = -294354961169372758L; |
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| 52 | |
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| 53 | /** |
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| 54 | * The number of plots horizontally in the display |
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| 55 | */ |
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| 56 | protected int m_gridWidth = 4; |
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| 57 | |
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| 58 | /** |
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| 59 | * The maximum number of plots to show |
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| 60 | */ |
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| 61 | protected int m_maxPlots = 100; |
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| 62 | |
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| 63 | /** |
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| 64 | * Index on which to color the plots. |
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| 65 | */ |
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| 66 | protected int m_coloringIndex = -1; |
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| 67 | |
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| 68 | /** |
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| 69 | * Creates a new <code>AttributeSummarizer</code> instance. |
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| 70 | */ |
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| 71 | public AttributeSummarizer() { |
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| 72 | java.awt.GraphicsEnvironment ge = |
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| 73 | java.awt.GraphicsEnvironment.getLocalGraphicsEnvironment(); |
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| 74 | if (!ge.isHeadless()) { |
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| 75 | appearanceFinal(); |
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| 76 | } |
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| 77 | } |
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| 78 | |
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| 79 | /** |
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| 80 | * Global info for this bean |
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| 81 | * |
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| 82 | * @return a <code>String</code> value |
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| 83 | */ |
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| 84 | public String globalInfo() { |
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| 85 | return "Plot summary bar charts for incoming data/training/test sets."; |
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| 86 | } |
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| 87 | |
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| 88 | /** |
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| 89 | * Set the coloring index for the attribute summary plots |
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| 90 | * |
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| 91 | * @param ci an <code>int</code> value |
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| 92 | */ |
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| 93 | public void setColoringIndex(int ci) { |
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| 94 | m_coloringIndex = ci; |
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| 95 | } |
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| 96 | |
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| 97 | /** |
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| 98 | * Return the coloring index for the attribute summary plots |
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| 99 | * |
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| 100 | * @return an <code>int</code> value |
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| 101 | */ |
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| 102 | public int getColoringIndex() { |
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| 103 | return m_coloringIndex; |
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| 104 | } |
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| 105 | |
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| 106 | /** |
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| 107 | * Set the width of the grid of plots |
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| 108 | * |
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| 109 | * @param gw the width of the grid |
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| 110 | */ |
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| 111 | public void setGridWidth(int gw) { |
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| 112 | if (gw > 0) { |
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| 113 | m_bcSupport.firePropertyChange("gridWidth", new Integer(m_gridWidth), |
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| 114 | new Integer(gw)); |
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| 115 | m_gridWidth = gw; |
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| 116 | } |
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| 117 | } |
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| 118 | |
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| 119 | /** |
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| 120 | * Get the width of the grid of plots |
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| 121 | * |
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| 122 | * @return the grid width |
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| 123 | */ |
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| 124 | public int getGridWidth() { |
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| 125 | return m_gridWidth; |
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| 126 | } |
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| 127 | |
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| 128 | /** |
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| 129 | * Set the maximum number of plots to display |
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| 130 | * |
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| 131 | * @param mp the number of plots to display |
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| 132 | */ |
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| 133 | public void setMaxPlots(int mp) { |
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| 134 | if (mp > 0) { |
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| 135 | m_bcSupport.firePropertyChange("maxPlots", new Integer(m_maxPlots), |
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| 136 | new Integer(mp)); |
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| 137 | m_maxPlots = mp; |
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| 138 | } |
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| 139 | } |
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| 140 | |
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| 141 | /** |
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| 142 | * Get the number of plots to display |
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| 143 | * |
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| 144 | * @return the number of plots to display |
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| 145 | */ |
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| 146 | public int getMaxPlots() { |
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| 147 | return m_maxPlots; |
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| 148 | } |
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| 149 | |
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| 150 | /** |
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| 151 | * Set whether the appearance of this bean should be design or |
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| 152 | * application |
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| 153 | * |
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| 154 | * @param design true if bean should appear in design mode |
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| 155 | */ |
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| 156 | public void setDesign(boolean design) { |
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| 157 | m_design = true; |
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| 158 | appearanceDesign(); |
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| 159 | } |
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| 160 | |
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| 161 | protected void appearanceDesign() { |
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| 162 | removeAll(); |
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| 163 | m_visual = |
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| 164 | new BeanVisual("AttributeSummarizer", |
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| 165 | BeanVisual.ICON_PATH+"AttributeSummarizer.gif", |
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| 166 | BeanVisual.ICON_PATH+"AttributeSummarizer_animated.gif"); |
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| 167 | setLayout(new BorderLayout()); |
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| 168 | add(m_visual, BorderLayout.CENTER); |
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| 169 | } |
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| 170 | |
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| 171 | protected void appearanceFinal() { |
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| 172 | removeAll(); |
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| 173 | setLayout(new BorderLayout()); |
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| 174 | } |
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| 175 | |
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| 176 | protected void setUpFinal() { |
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| 177 | removeAll(); |
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| 178 | JScrollPane hp = makePanel(); |
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| 179 | add(hp, BorderLayout.CENTER); |
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| 180 | } |
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| 181 | |
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| 182 | /** |
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| 183 | * Use the default appearance for this bean |
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| 184 | */ |
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| 185 | public void useDefaultVisual() { |
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| 186 | m_visual.loadIcons(BeanVisual.ICON_PATH+"DefaultDataVisualizer.gif", |
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| 187 | BeanVisual.ICON_PATH+"DefaultDataVisualizer_animated.gif"); |
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| 188 | } |
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| 189 | |
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| 190 | /** |
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| 191 | * Return an enumeration of actions that the user can ask this bean to |
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| 192 | * perform |
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| 193 | * |
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| 194 | * @return an <code>Enumeration</code> value |
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| 195 | */ |
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| 196 | public Enumeration enumerateRequests() { |
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| 197 | Vector newVector = new Vector(0); |
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| 198 | if (m_visualizeDataSet != null) { |
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| 199 | newVector.addElement("Show summaries"); |
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| 200 | } |
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| 201 | return newVector.elements(); |
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| 202 | } |
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| 203 | |
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| 204 | private JScrollPane makePanel() { |
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| 205 | String fontFamily = this.getFont().getFamily(); |
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| 206 | Font newFont = new Font(fontFamily, Font.PLAIN, 10); |
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| 207 | JPanel hp = new JPanel(); |
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| 208 | hp.setFont(newFont); |
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| 209 | int numPlots = Math.min(m_visualizeDataSet.numAttributes(), m_maxPlots); |
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| 210 | int gridHeight = numPlots / m_gridWidth; |
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| 211 | |
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| 212 | if (numPlots % m_gridWidth != 0) { |
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| 213 | gridHeight++; |
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| 214 | } |
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| 215 | hp.setLayout(new GridLayout(gridHeight, 4)); |
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| 216 | for (int i = 0; i < numPlots; i++) { |
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| 217 | JPanel temp = new JPanel(); |
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| 218 | temp.setLayout(new BorderLayout()); |
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| 219 | temp.setBorder(BorderFactory.createTitledBorder(m_visualizeDataSet. |
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| 220 | attribute(i).name())); |
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| 221 | |
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| 222 | AttributeVisualizationPanel ap = new AttributeVisualizationPanel(); |
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| 223 | ap.setInstances(m_visualizeDataSet); |
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| 224 | if (m_coloringIndex < 0 && m_visualizeDataSet.classIndex() >= 0) { |
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| 225 | ap.setColoringIndex(m_visualizeDataSet.classIndex()); |
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| 226 | } else { |
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| 227 | ap.setColoringIndex(m_coloringIndex); |
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| 228 | } |
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| 229 | temp.add(ap, BorderLayout.CENTER); |
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| 230 | ap.setAttribute(i); |
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| 231 | hp.add(temp); |
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| 232 | } |
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| 233 | |
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| 234 | Dimension d = new Dimension(830, gridHeight * 100); |
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| 235 | hp.setMinimumSize(d); |
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| 236 | hp.setMaximumSize(d); |
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| 237 | hp.setPreferredSize(d); |
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| 238 | |
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| 239 | JScrollPane scroller = new JScrollPane(hp); |
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| 240 | |
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| 241 | return scroller; |
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| 242 | } |
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| 243 | |
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| 244 | /** |
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| 245 | * Set a bean context for this bean |
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| 246 | * |
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| 247 | * @param bc a <code>BeanContext</code> value |
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| 248 | */ |
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| 249 | /* public void setBeanContext(BeanContext bc) { |
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| 250 | m_beanContext = bc; |
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| 251 | m_design = m_beanContext.isDesignTime(); |
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| 252 | if (m_design) { |
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| 253 | appearanceDesign(); |
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| 254 | } |
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| 255 | } */ |
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| 256 | |
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| 257 | /** |
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| 258 | * Set instances for this bean. This method is a convenience method |
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| 259 | * for clients who use this component programatically |
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| 260 | * |
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| 261 | * @param inst an <code>Instances</code> value |
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| 262 | * @exception Exception if an error occurs |
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| 263 | */ |
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| 264 | public void setInstances(Instances inst) throws Exception { |
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| 265 | if (m_design) { |
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| 266 | throw new Exception("This method is not to be used during design " |
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| 267 | +"time. It is meant to be used if this " |
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| 268 | +"bean is being used programatically as as " |
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| 269 | +"stand alone component."); |
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| 270 | } |
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| 271 | m_visualizeDataSet = inst; |
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| 272 | setUpFinal(); |
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| 273 | } |
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| 274 | |
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| 275 | /** |
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| 276 | * Perform a named user request |
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| 277 | * |
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| 278 | * @param request a string containing the name of the request to perform |
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| 279 | * @exception IllegalArgumentException if request is not supported |
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| 280 | */ |
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| 281 | public void performRequest(String request) { |
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| 282 | if (m_design == false) { |
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| 283 | setUpFinal(); |
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| 284 | return; |
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| 285 | } |
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| 286 | if (request.compareTo("Show summaries") == 0) { |
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| 287 | try { |
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| 288 | // popup matrix panel |
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| 289 | if (!m_framePoppedUp) { |
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| 290 | m_framePoppedUp = true; |
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| 291 | final JScrollPane holderP = makePanel(); |
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| 292 | |
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| 293 | final javax.swing.JFrame jf = |
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| 294 | new javax.swing.JFrame("Visualize"); |
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| 295 | jf.setSize(800,600); |
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| 296 | jf.getContentPane().setLayout(new BorderLayout()); |
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| 297 | jf.getContentPane().add(holderP, BorderLayout.CENTER); |
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| 298 | jf.addWindowListener(new java.awt.event.WindowAdapter() { |
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| 299 | public void windowClosing(java.awt.event.WindowEvent e) { |
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| 300 | jf.dispose(); |
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| 301 | m_framePoppedUp = false; |
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| 302 | } |
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| 303 | }); |
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| 304 | jf.setVisible(true); |
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| 305 | m_popupFrame = jf; |
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| 306 | } else { |
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| 307 | m_popupFrame.toFront(); |
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| 308 | } |
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| 309 | } catch (Exception ex) { |
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| 310 | ex.printStackTrace(); |
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| 311 | m_framePoppedUp = false; |
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| 312 | } |
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| 313 | } else { |
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| 314 | throw new IllegalArgumentException(request |
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| 315 | + " not supported (AttributeSummarizer)"); |
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| 316 | } |
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| 317 | } |
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| 318 | |
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| 319 | public static void main(String [] args) { |
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| 320 | try { |
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| 321 | if (args.length != 1) { |
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| 322 | System.err.println("Usage: AttributeSummarizer <dataset>"); |
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| 323 | System.exit(1); |
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| 324 | } |
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| 325 | java.io.Reader r = new java.io.BufferedReader( |
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| 326 | new java.io.FileReader(args[0])); |
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| 327 | Instances inst = new Instances(r); |
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| 328 | final javax.swing.JFrame jf = new javax.swing.JFrame(); |
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| 329 | jf.getContentPane().setLayout(new java.awt.BorderLayout()); |
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| 330 | final AttributeSummarizer as = new AttributeSummarizer(); |
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| 331 | as.setInstances(inst); |
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| 332 | |
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| 333 | jf.getContentPane().add(as, java.awt.BorderLayout.CENTER); |
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| 334 | jf.addWindowListener(new java.awt.event.WindowAdapter() { |
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| 335 | public void windowClosing(java.awt.event.WindowEvent e) { |
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| 336 | jf.dispose(); |
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| 337 | System.exit(0); |
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| 338 | } |
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| 339 | }); |
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| 340 | jf.setSize(830,600); |
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| 341 | jf.setVisible(true); |
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| 342 | } catch (Exception ex) { |
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| 343 | ex.printStackTrace(); |
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| 344 | System.err.println(ex.getMessage()); |
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| 345 | } |
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| 346 | } |
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| 347 | } |
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