| 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 | * Filter.java |
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| 19 | * Copyright (C) 2002 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.Instance; |
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| 26 | import weka.core.Instances; |
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| 27 | import weka.core.OptionHandler; |
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| 28 | import weka.core.Utils; |
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| 29 | import weka.filters.AllFilter; |
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| 30 | import weka.filters.StreamableFilter; |
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| 31 | import weka.filters.SupervisedFilter; |
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| 32 | import weka.gui.Logger; |
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| 33 | |
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| 34 | import java.awt.BorderLayout; |
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| 35 | import java.beans.EventSetDescriptor; |
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| 36 | import java.io.Serializable; |
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| 37 | import java.util.Enumeration; |
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| 38 | import java.util.EventObject; |
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| 39 | import java.util.Hashtable; |
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| 40 | import java.util.Vector; |
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| 41 | |
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| 42 | import javax.swing.JPanel; |
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| 43 | |
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| 44 | /** |
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| 45 | * A wrapper bean for Weka filters |
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| 46 | * |
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| 47 | * @author <a href="mailto:mhall@cs.waikato.ac.nz">Mark Hall</a> |
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| 48 | * @version $Revision: 5247 $ |
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| 49 | */ |
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| 50 | /** |
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| 51 | * @author mhall |
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| 52 | * |
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| 53 | */ |
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| 54 | /** |
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| 55 | * @author mhall |
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| 56 | * |
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| 57 | */ |
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| 58 | public class Filter |
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| 59 | extends JPanel |
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| 60 | implements BeanCommon, Visible, WekaWrapper, |
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| 61 | Serializable, UserRequestAcceptor, |
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| 62 | TrainingSetListener, TestSetListener, |
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| 63 | TrainingSetProducer, TestSetProducer, |
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| 64 | DataSource, DataSourceListener, |
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| 65 | InstanceListener, EventConstraints, |
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| 66 | ConfigurationProducer { |
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| 67 | |
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| 68 | /** for serialization */ |
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| 69 | private static final long serialVersionUID = 8249759470189439321L; |
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| 70 | |
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| 71 | protected BeanVisual m_visual = |
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| 72 | new BeanVisual("Filter", |
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| 73 | BeanVisual.ICON_PATH+"DefaultFilter.gif", |
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| 74 | BeanVisual.ICON_PATH+"DefaultFilter_animated.gif"); |
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| 75 | |
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| 76 | private static int IDLE = 0; |
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| 77 | private static int FILTERING_TRAINING = 1; |
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| 78 | private static int FILTERING_TEST = 2; |
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| 79 | private int m_state = IDLE; |
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| 80 | |
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| 81 | protected Thread m_filterThread = null; |
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| 82 | |
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| 83 | private transient Instances m_trainingSet; |
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| 84 | private transient Instances m_testingSet; |
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| 85 | |
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| 86 | /** |
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| 87 | * Global info for the wrapped filter (if it exists). |
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| 88 | */ |
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| 89 | protected String m_globalInfo; |
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| 90 | |
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| 91 | /** |
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| 92 | * Objects talking to us |
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| 93 | */ |
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| 94 | private Hashtable m_listenees = new Hashtable(); |
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| 95 | |
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| 96 | /** |
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| 97 | * Objects listening for training set events |
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| 98 | */ |
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| 99 | private Vector m_trainingListeners = new Vector(); |
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| 100 | |
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| 101 | /** |
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| 102 | * Objects listening for test set events |
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| 103 | */ |
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| 104 | private Vector m_testListeners = new Vector(); |
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| 105 | |
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| 106 | /** |
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| 107 | * Objects listening for instance events |
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| 108 | */ |
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| 109 | private Vector m_instanceListeners = new Vector(); |
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| 110 | |
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| 111 | /** |
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| 112 | * Objects listening for data set events |
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| 113 | */ |
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| 114 | private Vector m_dataListeners = new Vector(); |
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| 115 | |
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| 116 | /** |
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| 117 | * The filter to use. |
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| 118 | */ |
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| 119 | private weka.filters.Filter m_Filter = new AllFilter(); |
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| 120 | |
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| 121 | /** |
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| 122 | * Instance event object for passing on filtered instance streams |
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| 123 | */ |
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| 124 | private InstanceEvent m_ie = new InstanceEvent(this); |
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| 125 | |
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| 126 | /** |
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| 127 | * Logging. |
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| 128 | */ |
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| 129 | private transient Logger m_log = null; |
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| 130 | |
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| 131 | /** |
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| 132 | * Counts incoming streamed instances. |
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| 133 | */ |
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| 134 | private transient int m_instanceCount; |
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| 135 | |
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| 136 | /** |
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| 137 | * Global info (if it exists) for the wrapped filter |
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| 138 | * |
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| 139 | * @return the global info |
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| 140 | */ |
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| 141 | public String globalInfo() { |
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| 142 | return m_globalInfo; |
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| 143 | } |
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| 144 | |
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| 145 | public Filter() { |
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| 146 | setLayout(new BorderLayout()); |
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| 147 | add(m_visual, BorderLayout.CENTER); |
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| 148 | setFilter(m_Filter); |
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| 149 | } |
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| 150 | |
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| 151 | /** |
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| 152 | * Set a custom (descriptive) name for this bean |
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| 153 | * |
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| 154 | * @param name the name to use |
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| 155 | */ |
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| 156 | public void setCustomName(String name) { |
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| 157 | m_visual.setText(name); |
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| 158 | } |
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| 159 | |
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| 160 | /** |
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| 161 | * Get the custom (descriptive) name for this bean (if one has been set) |
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| 162 | * |
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| 163 | * @return the custom name (or the default name) |
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| 164 | */ |
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| 165 | public String getCustomName() { |
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| 166 | return m_visual.getText(); |
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| 167 | } |
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| 168 | |
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| 169 | /** |
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| 170 | * Set the filter to be wrapped by this bean |
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| 171 | * |
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| 172 | * @param c a <code>weka.filters.Filter</code> value |
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| 173 | */ |
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| 174 | public void setFilter(weka.filters.Filter c) { |
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| 175 | boolean loadImages = true; |
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| 176 | if (c.getClass().getName(). |
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| 177 | compareTo(m_Filter.getClass().getName()) == 0) { |
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| 178 | loadImages = false; |
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| 179 | } |
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| 180 | m_Filter = c; |
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| 181 | String filterName = c.getClass().toString(); |
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| 182 | filterName = filterName.substring(filterName. |
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| 183 | indexOf('.')+1, |
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| 184 | filterName.length()); |
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| 185 | if (loadImages) { |
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| 186 | if (m_Filter instanceof Visible) { |
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| 187 | m_visual = ((Visible) m_Filter).getVisual(); |
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| 188 | } else { |
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| 189 | if (!m_visual.loadIcons(BeanVisual.ICON_PATH+filterName+".gif", |
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| 190 | BeanVisual.ICON_PATH+filterName+"_animated.gif")) { |
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| 191 | useDefaultVisual(); |
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| 192 | } |
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| 193 | } |
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| 194 | } |
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| 195 | m_visual.setText(filterName.substring(filterName.lastIndexOf('.')+1, |
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| 196 | filterName.length())); |
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| 197 | |
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| 198 | if (m_Filter instanceof LogWriter && m_log != null) { |
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| 199 | ((LogWriter) m_Filter).setLog(m_log); |
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| 200 | } |
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| 201 | |
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| 202 | if (!(m_Filter instanceof StreamableFilter) && |
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| 203 | (m_listenees.containsKey("instance"))) { |
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| 204 | if (m_log != null) { |
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| 205 | m_log.logMessage("[Filter] " + |
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| 206 | statusMessagePrefix() + " WARNING : " |
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| 207 | + m_Filter.getClass().getName() |
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| 208 | + " is not an incremental filter"); |
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| 209 | m_log.statusMessage(statusMessagePrefix() |
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| 210 | + "WARNING: Not an incremental filter."); |
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| 211 | } |
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| 212 | } |
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| 213 | |
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| 214 | // get global info |
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| 215 | m_globalInfo = KnowledgeFlowApp.getGlobalInfo(m_Filter); |
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| 216 | } |
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| 217 | |
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| 218 | public weka.filters.Filter getFilter() { |
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| 219 | return m_Filter; |
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| 220 | } |
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| 221 | |
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| 222 | /** |
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| 223 | * Set the filter to be wrapped by this bean |
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| 224 | * |
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| 225 | * @param algorithm a weka.filters.Filter |
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| 226 | * @exception IllegalArgumentException if an error occurs |
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| 227 | */ |
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| 228 | public void setWrappedAlgorithm(Object algorithm) { |
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| 229 | |
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| 230 | if (!(algorithm instanceof weka.filters.Filter)) { |
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| 231 | throw new IllegalArgumentException(algorithm.getClass()+" : incorrect " |
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| 232 | +"type of algorithm (Filter)"); |
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| 233 | } |
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| 234 | setFilter((weka.filters.Filter)algorithm); |
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| 235 | } |
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| 236 | |
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| 237 | /** |
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| 238 | * Get the filter wrapped by this bean |
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| 239 | * |
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| 240 | * @return an <code>Object</code> value |
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| 241 | */ |
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| 242 | public Object getWrappedAlgorithm() { |
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| 243 | return getFilter(); |
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| 244 | } |
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| 245 | |
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| 246 | /** |
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| 247 | * Accept a training set |
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| 248 | * |
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| 249 | * @param e a <code>TrainingSetEvent</code> value |
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| 250 | */ |
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| 251 | public void acceptTrainingSet(TrainingSetEvent e) { |
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| 252 | processTrainingOrDataSourceEvents(e); |
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| 253 | } |
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| 254 | |
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| 255 | private boolean m_structurePassedOn = false; |
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| 256 | /** |
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| 257 | * Accept an instance for processing by StreamableFilters only |
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| 258 | * |
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| 259 | * @param e an <code>InstanceEvent</code> value |
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| 260 | */ |
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| 261 | public void acceptInstance(InstanceEvent e) { |
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| 262 | // to do! |
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| 263 | if (m_filterThread != null) { |
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| 264 | String messg = "[Filter] " + statusMessagePrefix() |
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| 265 | + " is currently batch processing!"; |
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| 266 | if (m_log != null) { |
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| 267 | m_log.logMessage(messg); |
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| 268 | m_log.statusMessage(statusMessagePrefix() |
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| 269 | + "WARNING: Filter is currently batch processing."); |
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| 270 | } else { |
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| 271 | System.err.println(messg); |
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| 272 | } |
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| 273 | return; |
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| 274 | } |
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| 275 | if (!(m_Filter instanceof StreamableFilter)) { |
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| 276 | stop(); // stop all processing |
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| 277 | if (m_log != null) { |
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| 278 | m_log.logMessage("[Filter] " + statusMessagePrefix() |
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| 279 | + " ERROR : "+m_Filter.getClass().getName() |
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| 280 | +"can't process streamed instances; can't continue"); |
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| 281 | m_log.statusMessage(statusMessagePrefix() |
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| 282 | + "ERROR: Can't process streamed instances; can't continue."); |
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| 283 | } |
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| 284 | return; |
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| 285 | } |
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| 286 | if (e.getStatus() == InstanceEvent.FORMAT_AVAILABLE) { |
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| 287 | try { |
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| 288 | m_instanceCount = 0; |
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| 289 | //notifyInstanceListeners(e); |
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| 290 | // Instances dataset = e.getInstance().dataset(); |
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| 291 | Instances dataset = e.getStructure(); |
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| 292 | if (m_Filter instanceof SupervisedFilter) { |
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| 293 | // defualt to last column if no class is set |
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| 294 | if (dataset.classIndex() < 0) { |
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| 295 | dataset.setClassIndex(dataset.numAttributes()-1); |
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| 296 | } |
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| 297 | } |
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| 298 | // initialize filter |
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| 299 | m_Filter.setInputFormat(dataset); |
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| 300 | // attempt to determine post-filtering |
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| 301 | // structure. If successful this can be passed on to instance |
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| 302 | // listeners as a new FORMAT_AVAILABLE event. |
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| 303 | m_structurePassedOn = false; |
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| 304 | try { |
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| 305 | if (m_Filter.isOutputFormatDefined()) { |
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| 306 | // System.err.println("Filter - passing on output format..."); |
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| 307 | // System.err.println(m_Filter.getOutputFormat()); |
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| 308 | m_ie.setStructure(m_Filter.getOutputFormat()); |
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| 309 | notifyInstanceListeners(m_ie); |
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| 310 | m_structurePassedOn = true; |
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| 311 | } |
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| 312 | } catch (Exception ex) { |
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| 313 | stop(); // stop all processing |
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| 314 | if (m_log != null) { |
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| 315 | m_log.logMessage("[Filter] " + statusMessagePrefix() |
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| 316 | + " Error in obtaining post-filter structure. " |
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| 317 | + ex.getMessage()); |
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| 318 | m_log.statusMessage(statusMessagePrefix() |
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| 319 | +"ERROR (See log for details)."); |
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| 320 | } else { |
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| 321 | System.err.println("[Filter] " + statusMessagePrefix() |
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| 322 | + " Error in obtaining post-filter structure"); |
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| 323 | } |
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| 324 | } |
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| 325 | } catch (Exception ex) { |
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| 326 | ex.printStackTrace(); |
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| 327 | } |
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| 328 | return; |
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| 329 | } |
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| 330 | |
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| 331 | if (e.getStatus() == InstanceEvent.BATCH_FINISHED) { |
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| 332 | // get the last instance (if available) |
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| 333 | try { |
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| 334 | if (m_log != null) { |
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| 335 | m_log.statusMessage(statusMessagePrefix() |
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| 336 | + "Stream finished."); |
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| 337 | } |
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| 338 | if (m_Filter.input(e.getInstance())) { |
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| 339 | Instance filteredInstance = m_Filter.output(); |
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| 340 | if (filteredInstance != null) { |
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| 341 | if (!m_structurePassedOn) { |
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| 342 | // pass on the new structure first |
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| 343 | m_ie.setStructure(new Instances(filteredInstance.dataset(), 0)); |
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| 344 | notifyInstanceListeners(m_ie); |
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| 345 | m_structurePassedOn = true; |
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| 346 | } |
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| 347 | |
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| 348 | m_ie.setInstance(filteredInstance); |
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| 349 | |
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| 350 | // if there are instances pending for output don't want to send |
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| 351 | // a batch finisehd at this point... |
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| 352 | //System.err.println("Filter - in batch finisehd..."); |
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| 353 | if (m_Filter.batchFinished() && m_Filter.numPendingOutput() > 0) { |
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| 354 | m_ie.setStatus(InstanceEvent.INSTANCE_AVAILABLE); |
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| 355 | } else { |
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| 356 | m_ie.setStatus(e.getStatus()); |
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| 357 | } |
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| 358 | notifyInstanceListeners(m_ie); |
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| 359 | } |
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| 360 | } |
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| 361 | if (m_log != null) { |
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| 362 | m_log.statusMessage(statusMessagePrefix() + "Done."); |
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| 363 | } |
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| 364 | } catch (Exception ex) { |
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| 365 | stop(); // stop all processing |
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| 366 | if (m_log != null) { |
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| 367 | m_log.logMessage("[Filter] " |
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| 368 | + statusMessagePrefix() + ex.getMessage()); |
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| 369 | m_log.statusMessage(statusMessagePrefix() |
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| 370 | + "ERROR (See log for details)."); |
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| 371 | } |
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| 372 | ex.printStackTrace(); |
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| 373 | } |
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| 374 | |
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| 375 | // check for any pending instances that we might need to pass on |
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| 376 | try { |
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| 377 | if (m_Filter.batchFinished() && m_Filter.numPendingOutput() > 0) { |
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| 378 | if (m_log != null) { |
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| 379 | m_log.statusMessage(statusMessagePrefix() |
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| 380 | + "Passing on pending instances..."); |
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| 381 | } |
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| 382 | Instance filteredInstance = m_Filter.output(); |
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| 383 | if (filteredInstance != null) { |
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| 384 | if (!m_structurePassedOn) { |
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| 385 | // pass on the new structure first |
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| 386 | m_ie.setStructure(new Instances(filteredInstance.dataset(), 0)); |
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| 387 | notifyInstanceListeners(m_ie); |
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| 388 | m_structurePassedOn = true; |
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| 389 | } |
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| 390 | |
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| 391 | m_ie.setInstance(filteredInstance); |
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| 392 | |
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| 393 | //TODO here is the problem I think |
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| 394 | m_ie.setStatus(InstanceEvent.INSTANCE_AVAILABLE); |
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| 395 | notifyInstanceListeners(m_ie); |
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| 396 | } |
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| 397 | while (m_Filter.numPendingOutput() > 0) { |
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| 398 | filteredInstance = m_Filter.output(); |
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| 399 | m_ie.setInstance(filteredInstance); |
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| 400 | // System.err.println("Filter - sending pending..."); |
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| 401 | if (m_Filter.numPendingOutput() == 0) { |
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| 402 | m_ie.setStatus(InstanceEvent.BATCH_FINISHED); |
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| 403 | } else { |
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| 404 | m_ie.setStatus(InstanceEvent.INSTANCE_AVAILABLE); |
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| 405 | } |
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| 406 | notifyInstanceListeners(m_ie); |
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| 407 | } |
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| 408 | if (m_log != null) { |
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| 409 | m_log.statusMessage(statusMessagePrefix() + "Finished."); |
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| 410 | } |
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| 411 | } |
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| 412 | } catch (Exception ex) { |
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| 413 | stop(); // stop all processing |
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| 414 | if (m_log != null) { |
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| 415 | m_log.logMessage("[Filter] " |
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| 416 | + statusMessagePrefix() |
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| 417 | + ex.toString()); |
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| 418 | m_log.statusMessage(statusMessagePrefix() |
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| 419 | + "ERROR (See log for details."); |
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| 420 | } |
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| 421 | ex.printStackTrace(); |
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| 422 | } |
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| 423 | } else { |
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| 424 | // pass instance through the filter |
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| 425 | try { |
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| 426 | if (!m_Filter.input(e.getInstance())) { |
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| 427 | // System.err.println("Filter - inputing instance into filter..."); |
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| 428 | /* if (m_log != null) { |
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| 429 | m_log.logMessage("ERROR : filter not ready to output instance"); |
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| 430 | } */ |
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| 431 | |
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| 432 | // quietly return. Filter might be able to output some instances |
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| 433 | // once the batch is finished. |
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| 434 | return; |
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| 435 | } |
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| 436 | |
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| 437 | // collect output instance. |
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| 438 | Instance filteredInstance = m_Filter.output(); |
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| 439 | if (filteredInstance == null) { |
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| 440 | return; |
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| 441 | } |
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| 442 | m_instanceCount++; |
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| 443 | |
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| 444 | if (!m_structurePassedOn) { |
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| 445 | // pass on the new structure first |
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| 446 | m_ie.setStructure(new Instances(filteredInstance.dataset(), 0)); |
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| 447 | notifyInstanceListeners(m_ie); |
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| 448 | m_structurePassedOn = true; |
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| 449 | } |
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| 450 | |
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| 451 | m_ie.setInstance(filteredInstance); |
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| 452 | m_ie.setStatus(e.getStatus()); |
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| 453 | |
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| 454 | if (m_log != null && (m_instanceCount % 10000 == 0)) { |
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| 455 | m_log.statusMessage(statusMessagePrefix() |
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| 456 | + "Received " + m_instanceCount + " instances."); |
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| 457 | } |
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| 458 | notifyInstanceListeners(m_ie); |
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| 459 | } catch (Exception ex) { |
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| 460 | stop(); // stop all processing |
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| 461 | if (m_log != null) { |
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| 462 | m_log.logMessage("[Filter] " + statusMessagePrefix() |
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| 463 | + ex.toString()); |
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| 464 | m_log.statusMessage(statusMessagePrefix() |
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| 465 | + "ERROR (See log for details)."); |
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| 466 | } |
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| 467 | ex.printStackTrace(); |
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| 468 | } |
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| 469 | } |
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| 470 | } |
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| 471 | |
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| 472 | private void processTrainingOrDataSourceEvents(final EventObject e) { |
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| 473 | boolean structureOnly = false; |
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| 474 | if (e instanceof DataSetEvent) { |
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| 475 | structureOnly = ((DataSetEvent)e).isStructureOnly(); |
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| 476 | if(structureOnly){ |
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| 477 | notifyDataOrTrainingListeners(e); |
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| 478 | } |
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| 479 | } |
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| 480 | if (e instanceof TrainingSetEvent) { |
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| 481 | structureOnly = ((TrainingSetEvent)e).isStructureOnly(); |
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| 482 | if(structureOnly){ |
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| 483 | notifyDataOrTrainingListeners(e); |
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| 484 | } |
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| 485 | } |
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| 486 | if (structureOnly && !(m_Filter instanceof StreamableFilter)) { |
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| 487 | return; // nothing can be done |
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| 488 | } |
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| 489 | |
|---|
| 490 | if (m_filterThread == null) { |
|---|
| 491 | try { |
|---|
| 492 | if (m_state == IDLE) { |
|---|
| 493 | synchronized (this) { |
|---|
| 494 | m_state = FILTERING_TRAINING; |
|---|
| 495 | } |
|---|
| 496 | m_trainingSet = (e instanceof TrainingSetEvent) |
|---|
| 497 | ? ((TrainingSetEvent)e).getTrainingSet() |
|---|
| 498 | : ((DataSetEvent)e).getDataSet(); |
|---|
| 499 | |
|---|
| 500 | // final String oldText = m_visual.getText(); |
|---|
| 501 | m_filterThread = new Thread() { |
|---|
| 502 | public void run() { |
|---|
| 503 | try { |
|---|
| 504 | if (m_trainingSet != null) { |
|---|
| 505 | m_visual.setAnimated(); |
|---|
| 506 | // m_visual.setText("Filtering training data..."); |
|---|
| 507 | if (m_log != null) { |
|---|
| 508 | m_log.statusMessage(statusMessagePrefix() |
|---|
| 509 | + "Filtering training data (" |
|---|
| 510 | + m_trainingSet.relationName() + ")"); |
|---|
| 511 | } |
|---|
| 512 | m_Filter.setInputFormat(m_trainingSet); |
|---|
| 513 | Instances filteredData = |
|---|
| 514 | weka.filters.Filter.useFilter(m_trainingSet, m_Filter); |
|---|
| 515 | // m_visual.setText(oldText); |
|---|
| 516 | m_visual.setStatic(); |
|---|
| 517 | EventObject ne; |
|---|
| 518 | if (e instanceof TrainingSetEvent) { |
|---|
| 519 | ne = new TrainingSetEvent(weka.gui.beans.Filter.this, |
|---|
| 520 | filteredData); |
|---|
| 521 | ((TrainingSetEvent)ne).m_setNumber = |
|---|
| 522 | ((TrainingSetEvent)e).m_setNumber; |
|---|
| 523 | ((TrainingSetEvent)ne).m_maxSetNumber = |
|---|
| 524 | ((TrainingSetEvent)e).m_maxSetNumber; |
|---|
| 525 | } else { |
|---|
| 526 | ne = new DataSetEvent(weka.gui.beans.Filter.this, |
|---|
| 527 | filteredData); |
|---|
| 528 | } |
|---|
| 529 | |
|---|
| 530 | notifyDataOrTrainingListeners(ne); |
|---|
| 531 | } |
|---|
| 532 | } catch (Exception ex) { |
|---|
| 533 | Filter.this.stop(); // stop all processing |
|---|
| 534 | ex.printStackTrace(); |
|---|
| 535 | if (m_log != null) { |
|---|
| 536 | m_log.logMessage("[Filter] " + statusMessagePrefix() |
|---|
| 537 | + ex.getMessage()); |
|---|
| 538 | m_log.statusMessage(statusMessagePrefix() |
|---|
| 539 | + "ERROR (See log for details)."); |
|---|
| 540 | // m_log.statusMessage("Problem filtering: see log for details."); |
|---|
| 541 | } |
|---|
| 542 | } finally { |
|---|
| 543 | // m_visual.setText(oldText); |
|---|
| 544 | m_visual.setStatic(); |
|---|
| 545 | m_state = IDLE; |
|---|
| 546 | if (isInterrupted()) { |
|---|
| 547 | m_trainingSet = null; |
|---|
| 548 | if (m_log != null) { |
|---|
| 549 | m_log.logMessage("[Filter] " + statusMessagePrefix() |
|---|
| 550 | + " training set interrupted!"); |
|---|
| 551 | m_log.statusMessage(statusMessagePrefix() |
|---|
| 552 | + "INTERRUPTED"); |
|---|
| 553 | } |
|---|
| 554 | } else { |
|---|
| 555 | if (m_log != null) { |
|---|
| 556 | m_log.statusMessage(statusMessagePrefix() + "Finished."); |
|---|
| 557 | } |
|---|
| 558 | } |
|---|
| 559 | block(false); |
|---|
| 560 | } |
|---|
| 561 | } |
|---|
| 562 | }; |
|---|
| 563 | m_filterThread.setPriority(Thread.MIN_PRIORITY); |
|---|
| 564 | m_filterThread.start(); |
|---|
| 565 | block(true); |
|---|
| 566 | m_filterThread = null; |
|---|
| 567 | m_state = IDLE; |
|---|
| 568 | } |
|---|
| 569 | } catch (Exception ex) { |
|---|
| 570 | ex.printStackTrace(); |
|---|
| 571 | } |
|---|
| 572 | } |
|---|
| 573 | } |
|---|
| 574 | |
|---|
| 575 | /** |
|---|
| 576 | * Accept a test set |
|---|
| 577 | * |
|---|
| 578 | * @param e a <code>TestSetEvent</code> value |
|---|
| 579 | */ |
|---|
| 580 | public void acceptTestSet(final TestSetEvent e) { |
|---|
| 581 | if(e.isStructureOnly()) |
|---|
| 582 | notifyTestListeners(e); |
|---|
| 583 | if (m_trainingSet != null && |
|---|
| 584 | m_trainingSet.equalHeaders(e.getTestSet()) && |
|---|
| 585 | m_filterThread == null) { |
|---|
| 586 | try { |
|---|
| 587 | if (m_state == IDLE) { |
|---|
| 588 | m_state = FILTERING_TEST; |
|---|
| 589 | } |
|---|
| 590 | m_testingSet = e.getTestSet(); |
|---|
| 591 | // final String oldText = m_visual.getText(); |
|---|
| 592 | m_filterThread = new Thread() { |
|---|
| 593 | public void run() { |
|---|
| 594 | try { |
|---|
| 595 | if (m_testingSet != null) { |
|---|
| 596 | m_visual.setAnimated(); |
|---|
| 597 | // m_visual.setText("Filtering test data..."); |
|---|
| 598 | if (m_log != null) { |
|---|
| 599 | m_log.statusMessage(statusMessagePrefix() |
|---|
| 600 | + "Filtering test data (" |
|---|
| 601 | + m_testingSet.relationName() + ")"); |
|---|
| 602 | } |
|---|
| 603 | Instances filteredTest = |
|---|
| 604 | weka.filters.Filter.useFilter(m_testingSet, m_Filter); |
|---|
| 605 | // m_visual.setText(oldText); |
|---|
| 606 | m_visual.setStatic(); |
|---|
| 607 | TestSetEvent ne = |
|---|
| 608 | new TestSetEvent(weka.gui.beans.Filter.this, |
|---|
| 609 | filteredTest); |
|---|
| 610 | ne.m_setNumber = e.m_setNumber; |
|---|
| 611 | ne.m_maxSetNumber = e.m_maxSetNumber; |
|---|
| 612 | notifyTestListeners(ne); |
|---|
| 613 | } |
|---|
| 614 | } catch (Exception ex) { |
|---|
| 615 | Filter.this.stop(); |
|---|
| 616 | ex.printStackTrace(); |
|---|
| 617 | if (m_log != null) { |
|---|
| 618 | m_log.logMessage("[Filter] " + statusMessagePrefix() |
|---|
| 619 | + ex.getMessage()); |
|---|
| 620 | m_log.statusMessage(statusMessagePrefix() |
|---|
| 621 | + "ERROR (See log for details)."); |
|---|
| 622 | } |
|---|
| 623 | } finally { |
|---|
| 624 | // m_visual.setText(oldText); |
|---|
| 625 | m_visual.setStatic(); |
|---|
| 626 | m_state = IDLE; |
|---|
| 627 | if (isInterrupted()) { |
|---|
| 628 | m_trainingSet = null; |
|---|
| 629 | if (m_log != null) { |
|---|
| 630 | m_log.logMessage("[Filter] " + statusMessagePrefix() |
|---|
| 631 | + " test set interrupted!"); |
|---|
| 632 | m_log.statusMessage(statusMessagePrefix() |
|---|
| 633 | + "INTERRUPTED"); |
|---|
| 634 | // m_log.statusMessage("OK"); |
|---|
| 635 | } |
|---|
| 636 | } else { |
|---|
| 637 | if (m_log != null) { |
|---|
| 638 | m_log.statusMessage(statusMessagePrefix() + "Finished."); |
|---|
| 639 | } |
|---|
| 640 | } |
|---|
| 641 | block(false); |
|---|
| 642 | } |
|---|
| 643 | } |
|---|
| 644 | }; |
|---|
| 645 | m_filterThread.setPriority(Thread.MIN_PRIORITY); |
|---|
| 646 | m_filterThread.start(); |
|---|
| 647 | block(true); |
|---|
| 648 | m_filterThread = null; |
|---|
| 649 | m_state = IDLE; |
|---|
| 650 | } catch (Exception ex) { |
|---|
| 651 | ex.printStackTrace(); |
|---|
| 652 | } |
|---|
| 653 | } |
|---|
| 654 | } |
|---|
| 655 | |
|---|
| 656 | /** |
|---|
| 657 | * Accept a data set |
|---|
| 658 | * |
|---|
| 659 | * @param e a <code>DataSetEvent</code> value |
|---|
| 660 | */ |
|---|
| 661 | public void acceptDataSet(DataSetEvent e) { |
|---|
| 662 | processTrainingOrDataSourceEvents(e); |
|---|
| 663 | } |
|---|
| 664 | |
|---|
| 665 | /** |
|---|
| 666 | * Set the visual appearance of this bean |
|---|
| 667 | * |
|---|
| 668 | * @param newVisual a <code>BeanVisual</code> value |
|---|
| 669 | */ |
|---|
| 670 | public void setVisual(BeanVisual newVisual) { |
|---|
| 671 | m_visual = newVisual; |
|---|
| 672 | } |
|---|
| 673 | |
|---|
| 674 | /** |
|---|
| 675 | * Get the visual appearance of this bean |
|---|
| 676 | * |
|---|
| 677 | * @return a <code>BeanVisual</code> value |
|---|
| 678 | */ |
|---|
| 679 | public BeanVisual getVisual() { |
|---|
| 680 | return m_visual; |
|---|
| 681 | } |
|---|
| 682 | |
|---|
| 683 | /** |
|---|
| 684 | * Use the default visual appearance |
|---|
| 685 | */ |
|---|
| 686 | public void useDefaultVisual() { |
|---|
| 687 | m_visual.loadIcons(BeanVisual.ICON_PATH+"DefaultFilter.gif", |
|---|
| 688 | BeanVisual.ICON_PATH+"DefaultFilter_animated.gif"); |
|---|
| 689 | } |
|---|
| 690 | |
|---|
| 691 | /** |
|---|
| 692 | * Add a training set listener |
|---|
| 693 | * |
|---|
| 694 | * @param tsl a <code>TrainingSetListener</code> value |
|---|
| 695 | */ |
|---|
| 696 | public synchronized void addTrainingSetListener(TrainingSetListener tsl) { |
|---|
| 697 | m_trainingListeners.addElement(tsl); |
|---|
| 698 | } |
|---|
| 699 | |
|---|
| 700 | /** |
|---|
| 701 | * Remove a training set listener |
|---|
| 702 | * |
|---|
| 703 | * @param tsl a <code>TrainingSetListener</code> value |
|---|
| 704 | */ |
|---|
| 705 | public synchronized void removeTrainingSetListener(TrainingSetListener tsl) { |
|---|
| 706 | m_trainingListeners.removeElement(tsl); |
|---|
| 707 | } |
|---|
| 708 | |
|---|
| 709 | /** |
|---|
| 710 | * Add a test set listener |
|---|
| 711 | * |
|---|
| 712 | * @param tsl a <code>TestSetListener</code> value |
|---|
| 713 | */ |
|---|
| 714 | public synchronized void addTestSetListener(TestSetListener tsl) { |
|---|
| 715 | m_testListeners.addElement(tsl); |
|---|
| 716 | } |
|---|
| 717 | |
|---|
| 718 | /** |
|---|
| 719 | * Remove a test set listener |
|---|
| 720 | * |
|---|
| 721 | * @param tsl a <code>TestSetListener</code> value |
|---|
| 722 | */ |
|---|
| 723 | public synchronized void removeTestSetListener(TestSetListener tsl) { |
|---|
| 724 | m_testListeners.removeElement(tsl); |
|---|
| 725 | } |
|---|
| 726 | |
|---|
| 727 | /** |
|---|
| 728 | * Add a data source listener |
|---|
| 729 | * |
|---|
| 730 | * @param dsl a <code>DataSourceListener</code> value |
|---|
| 731 | */ |
|---|
| 732 | public synchronized void addDataSourceListener(DataSourceListener dsl) { |
|---|
| 733 | m_dataListeners.addElement(dsl); |
|---|
| 734 | } |
|---|
| 735 | |
|---|
| 736 | /** |
|---|
| 737 | * Remove a data source listener |
|---|
| 738 | * |
|---|
| 739 | * @param dsl a <code>DataSourceListener</code> value |
|---|
| 740 | */ |
|---|
| 741 | public synchronized void removeDataSourceListener(DataSourceListener dsl) { |
|---|
| 742 | m_dataListeners.remove(dsl); |
|---|
| 743 | } |
|---|
| 744 | |
|---|
| 745 | /** |
|---|
| 746 | * Add an instance listener |
|---|
| 747 | * |
|---|
| 748 | * @param tsl an <code>InstanceListener</code> value |
|---|
| 749 | */ |
|---|
| 750 | public synchronized void addInstanceListener(InstanceListener tsl) { |
|---|
| 751 | m_instanceListeners.addElement(tsl); |
|---|
| 752 | } |
|---|
| 753 | |
|---|
| 754 | /** |
|---|
| 755 | * Remove an instance listener |
|---|
| 756 | * |
|---|
| 757 | * @param tsl an <code>InstanceListener</code> value |
|---|
| 758 | */ |
|---|
| 759 | public synchronized void removeInstanceListener(InstanceListener tsl) { |
|---|
| 760 | m_instanceListeners.removeElement(tsl); |
|---|
| 761 | } |
|---|
| 762 | |
|---|
| 763 | /** |
|---|
| 764 | * We don't have to keep track of configuration listeners (see the |
|---|
| 765 | * documentation for ConfigurationListener/ConfigurationEvent). |
|---|
| 766 | * |
|---|
| 767 | * @param cl a ConfigurationListener. |
|---|
| 768 | */ |
|---|
| 769 | public synchronized void addConfigurationListener(ConfigurationListener cl) { |
|---|
| 770 | |
|---|
| 771 | } |
|---|
| 772 | |
|---|
| 773 | /** |
|---|
| 774 | * We don't have to keep track of configuration listeners (see the |
|---|
| 775 | * documentation for ConfigurationListener/ConfigurationEvent). |
|---|
| 776 | * |
|---|
| 777 | * @param cl a ConfigurationListener. |
|---|
| 778 | */ |
|---|
| 779 | public synchronized void removeConfigurationListener(ConfigurationListener cl) { |
|---|
| 780 | |
|---|
| 781 | } |
|---|
| 782 | |
|---|
| 783 | private void notifyDataOrTrainingListeners(EventObject ce) { |
|---|
| 784 | Vector l; |
|---|
| 785 | synchronized (this) { |
|---|
| 786 | l = (ce instanceof TrainingSetEvent) |
|---|
| 787 | ? (Vector)m_trainingListeners.clone() |
|---|
| 788 | : (Vector)m_dataListeners.clone(); |
|---|
| 789 | } |
|---|
| 790 | if (l.size() > 0) { |
|---|
| 791 | for(int i = 0; i < l.size(); i++) { |
|---|
| 792 | if (ce instanceof TrainingSetEvent) { |
|---|
| 793 | ((TrainingSetListener)l.elementAt(i)). |
|---|
| 794 | acceptTrainingSet((TrainingSetEvent)ce); |
|---|
| 795 | } else { |
|---|
| 796 | ((DataSourceListener)l.elementAt(i)).acceptDataSet((DataSetEvent)ce); |
|---|
| 797 | } |
|---|
| 798 | } |
|---|
| 799 | } |
|---|
| 800 | } |
|---|
| 801 | |
|---|
| 802 | private void notifyTestListeners(TestSetEvent ce) { |
|---|
| 803 | Vector l; |
|---|
| 804 | synchronized (this) { |
|---|
| 805 | l = (Vector)m_testListeners.clone(); |
|---|
| 806 | } |
|---|
| 807 | if (l.size() > 0) { |
|---|
| 808 | for(int i = 0; i < l.size(); i++) { |
|---|
| 809 | ((TestSetListener)l.elementAt(i)).acceptTestSet(ce); |
|---|
| 810 | } |
|---|
| 811 | } |
|---|
| 812 | } |
|---|
| 813 | |
|---|
| 814 | protected void notifyInstanceListeners(InstanceEvent tse) { |
|---|
| 815 | Vector l; |
|---|
| 816 | synchronized (this) { |
|---|
| 817 | l = (Vector)m_instanceListeners.clone(); |
|---|
| 818 | } |
|---|
| 819 | if (l.size() > 0) { |
|---|
| 820 | for(int i = 0; i < l.size(); i++) { |
|---|
| 821 | // System.err.println("Notifying instance listeners " |
|---|
| 822 | // +"(Filter)"); |
|---|
| 823 | ((InstanceListener)l.elementAt(i)).acceptInstance(tse); |
|---|
| 824 | } |
|---|
| 825 | } |
|---|
| 826 | } |
|---|
| 827 | |
|---|
| 828 | /** |
|---|
| 829 | * Returns true if, at this time, |
|---|
| 830 | * the object will accept a connection with respect to the supplied |
|---|
| 831 | * event name |
|---|
| 832 | * |
|---|
| 833 | * @param eventName the event |
|---|
| 834 | * @return true if the object will accept a connection |
|---|
| 835 | */ |
|---|
| 836 | public boolean connectionAllowed(String eventName) { |
|---|
| 837 | |
|---|
| 838 | if (m_listenees.containsKey(eventName)) { |
|---|
| 839 | return false; |
|---|
| 840 | } |
|---|
| 841 | |
|---|
| 842 | /* reject a test event if we don't have a training or data set event |
|---|
| 843 | if (eventName.compareTo("testSet") == 0) { |
|---|
| 844 | if (!m_listenees.containsKey("trainingSet") && |
|---|
| 845 | !m_listenees.containsKey("dataSet")) { |
|---|
| 846 | return false; |
|---|
| 847 | } |
|---|
| 848 | } */ |
|---|
| 849 | |
|---|
| 850 | // will need to reject train/test listener if we have a |
|---|
| 851 | // data source listener and vis versa |
|---|
| 852 | if (m_listenees.containsKey("dataSet") && |
|---|
| 853 | (eventName.compareTo("trainingSet") == 0 || |
|---|
| 854 | eventName.compareTo("testSet") == 0 || |
|---|
| 855 | eventName.compareTo("instance") == 0)) { |
|---|
| 856 | return false; |
|---|
| 857 | } |
|---|
| 858 | |
|---|
| 859 | if ((m_listenees.containsKey("trainingSet") || |
|---|
| 860 | m_listenees.containsKey("testSet")) && |
|---|
| 861 | (eventName.compareTo("dataSet") == 0 || |
|---|
| 862 | eventName.compareTo("instance") == 0)) { |
|---|
| 863 | return false; |
|---|
| 864 | } |
|---|
| 865 | |
|---|
| 866 | if (m_listenees.containsKey("instance") && |
|---|
| 867 | (eventName.compareTo("trainingSet") == 0 || |
|---|
| 868 | eventName.compareTo("testSet") == 0 || |
|---|
| 869 | eventName.compareTo("dataSet") == 0)) { |
|---|
| 870 | return false; |
|---|
| 871 | } |
|---|
| 872 | |
|---|
| 873 | // reject an instance event connection if our filter isn't |
|---|
| 874 | // streamable |
|---|
| 875 | if (eventName.compareTo("instance") == 0 && |
|---|
| 876 | !(m_Filter instanceof StreamableFilter)) { |
|---|
| 877 | return false; |
|---|
| 878 | } |
|---|
| 879 | return true; |
|---|
| 880 | } |
|---|
| 881 | |
|---|
| 882 | /** |
|---|
| 883 | * Returns true if, at this time, |
|---|
| 884 | * the object will accept a connection according to the supplied |
|---|
| 885 | * EventSetDescriptor |
|---|
| 886 | * |
|---|
| 887 | * @param esd the EventSetDescriptor |
|---|
| 888 | * @return true if the object will accept a connection |
|---|
| 889 | */ |
|---|
| 890 | public boolean connectionAllowed(EventSetDescriptor esd) { |
|---|
| 891 | return connectionAllowed(esd.getName()); |
|---|
| 892 | } |
|---|
| 893 | |
|---|
| 894 | /** |
|---|
| 895 | * Notify this object that it has been registered as a listener with |
|---|
| 896 | * a source with respect to the supplied event name |
|---|
| 897 | * |
|---|
| 898 | * @param eventName |
|---|
| 899 | * @param source the source with which this object has been registered as |
|---|
| 900 | * a listener |
|---|
| 901 | */ |
|---|
| 902 | public synchronized void connectionNotification(String eventName, |
|---|
| 903 | Object source) { |
|---|
| 904 | if (connectionAllowed(eventName)) { |
|---|
| 905 | m_listenees.put(eventName, source); |
|---|
| 906 | if (m_Filter instanceof ConnectionNotificationConsumer) { |
|---|
| 907 | ((ConnectionNotificationConsumer) m_Filter). |
|---|
| 908 | connectionNotification(eventName, source); |
|---|
| 909 | } |
|---|
| 910 | } |
|---|
| 911 | } |
|---|
| 912 | |
|---|
| 913 | /** |
|---|
| 914 | * Notify this object that it has been deregistered as a listener with |
|---|
| 915 | * a source with respect to the supplied event name |
|---|
| 916 | * |
|---|
| 917 | * @param eventName the event |
|---|
| 918 | * @param source the source with which this object has been registered as |
|---|
| 919 | * a listener |
|---|
| 920 | */ |
|---|
| 921 | public synchronized void disconnectionNotification(String eventName, |
|---|
| 922 | Object source) { |
|---|
| 923 | if (m_Filter instanceof ConnectionNotificationConsumer) { |
|---|
| 924 | ((ConnectionNotificationConsumer) m_Filter). |
|---|
| 925 | disconnectionNotification(eventName, source); |
|---|
| 926 | } |
|---|
| 927 | m_listenees.remove(eventName); |
|---|
| 928 | } |
|---|
| 929 | |
|---|
| 930 | /** |
|---|
| 931 | * Function used to stop code that calls acceptTrainingSet, acceptTestSet, |
|---|
| 932 | * or acceptDataSet. This is |
|---|
| 933 | * needed as filtering is performed inside a separate |
|---|
| 934 | * thread of execution. |
|---|
| 935 | * |
|---|
| 936 | * @param tf a <code>boolean</code> value |
|---|
| 937 | */ |
|---|
| 938 | private synchronized void block(boolean tf) { |
|---|
| 939 | if (tf) { |
|---|
| 940 | try { |
|---|
| 941 | // only block if thread is still doing something useful! |
|---|
| 942 | if (m_filterThread.isAlive() && m_state != IDLE) { |
|---|
| 943 | wait(); |
|---|
| 944 | } |
|---|
| 945 | } catch (InterruptedException ex) { |
|---|
| 946 | } |
|---|
| 947 | } else { |
|---|
| 948 | notifyAll(); |
|---|
| 949 | } |
|---|
| 950 | } |
|---|
| 951 | |
|---|
| 952 | /** |
|---|
| 953 | * Stop all action if possible |
|---|
| 954 | */ |
|---|
| 955 | public void stop() { |
|---|
| 956 | // tell all listenees (upstream beans) to stop |
|---|
| 957 | Enumeration en = m_listenees.keys(); |
|---|
| 958 | while (en.hasMoreElements()) { |
|---|
| 959 | Object tempO = m_listenees.get(en.nextElement()); |
|---|
| 960 | if (tempO instanceof BeanCommon) { |
|---|
| 961 | ((BeanCommon)tempO).stop(); |
|---|
| 962 | } |
|---|
| 963 | } |
|---|
| 964 | |
|---|
| 965 | // stop the filter thread |
|---|
| 966 | if (m_filterThread != null) { |
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| 967 | m_filterThread.interrupt(); |
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| 968 | m_filterThread.stop(); |
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| 969 | m_filterThread = null; |
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| 970 | m_visual.setStatic(); |
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| 971 | } |
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| 972 | } |
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| 973 | |
|---|
| 974 | /** |
|---|
| 975 | * Returns true if. at this time, the bean is busy with some |
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| 976 | * (i.e. perhaps a worker thread is performing some calculation). |
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| 977 | * |
|---|
| 978 | * @return true if the bean is busy. |
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| 979 | */ |
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| 980 | public boolean isBusy() { |
|---|
| 981 | return (m_filterThread != null); |
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| 982 | } |
|---|
| 983 | |
|---|
| 984 | /** |
|---|
| 985 | * Set a logger |
|---|
| 986 | * |
|---|
| 987 | * @param logger a <code>Logger</code> value |
|---|
| 988 | */ |
|---|
| 989 | public void setLog(Logger logger) { |
|---|
| 990 | m_log = logger; |
|---|
| 991 | |
|---|
| 992 | if (m_Filter != null && m_Filter instanceof LogWriter) { |
|---|
| 993 | ((LogWriter) m_Filter).setLog(m_log); |
|---|
| 994 | } |
|---|
| 995 | } |
|---|
| 996 | |
|---|
| 997 | /** |
|---|
| 998 | * Return an enumeration of user requests |
|---|
| 999 | * |
|---|
| 1000 | * @return an <code>Enumeration</code> value |
|---|
| 1001 | */ |
|---|
| 1002 | public Enumeration enumerateRequests() { |
|---|
| 1003 | Vector newVector = new Vector(0); |
|---|
| 1004 | if (m_filterThread != null) { |
|---|
| 1005 | newVector.addElement("Stop"); |
|---|
| 1006 | } |
|---|
| 1007 | return newVector.elements(); |
|---|
| 1008 | } |
|---|
| 1009 | |
|---|
| 1010 | /** |
|---|
| 1011 | * Perform the named request |
|---|
| 1012 | * |
|---|
| 1013 | * @param request a <code>String</code> value |
|---|
| 1014 | * @exception IllegalArgumentException if an error occurs |
|---|
| 1015 | */ |
|---|
| 1016 | public void performRequest(String request) { |
|---|
| 1017 | if (request.compareTo("Stop") == 0) { |
|---|
| 1018 | stop(); |
|---|
| 1019 | } else { |
|---|
| 1020 | throw new IllegalArgumentException(request |
|---|
| 1021 | + " not supported (Filter)"); |
|---|
| 1022 | } |
|---|
| 1023 | } |
|---|
| 1024 | |
|---|
| 1025 | /** |
|---|
| 1026 | * Returns true, if at the current time, the named event could |
|---|
| 1027 | * be generated. Assumes that supplied event names are names of |
|---|
| 1028 | * events that could be generated by this bean. |
|---|
| 1029 | * |
|---|
| 1030 | * @param eventName the name of the event in question |
|---|
| 1031 | * @return true if the named event could be generated at this point in |
|---|
| 1032 | * time |
|---|
| 1033 | */ |
|---|
| 1034 | public boolean eventGeneratable(String eventName) { |
|---|
| 1035 | |
|---|
| 1036 | if (eventName.equals("configuration") && m_Filter != null) { |
|---|
| 1037 | return true; |
|---|
| 1038 | } |
|---|
| 1039 | |
|---|
| 1040 | // can't generate the named even if we are not receiving it as an |
|---|
| 1041 | // input! |
|---|
| 1042 | if (!m_listenees.containsKey(eventName)) { |
|---|
| 1043 | return false; |
|---|
| 1044 | } |
|---|
| 1045 | Object source = m_listenees.get(eventName); |
|---|
| 1046 | if (source instanceof EventConstraints) { |
|---|
| 1047 | if (!((EventConstraints)source).eventGeneratable(eventName)) { |
|---|
| 1048 | return false; |
|---|
| 1049 | } |
|---|
| 1050 | } |
|---|
| 1051 | if (eventName.compareTo("instance") == 0) { |
|---|
| 1052 | if (!(m_Filter instanceof StreamableFilter)) { |
|---|
| 1053 | return false; |
|---|
| 1054 | } |
|---|
| 1055 | } |
|---|
| 1056 | return true; |
|---|
| 1057 | } |
|---|
| 1058 | |
|---|
| 1059 | private String statusMessagePrefix() { |
|---|
| 1060 | return getCustomName() + "$" + hashCode() + "|" |
|---|
| 1061 | + ((m_Filter instanceof OptionHandler && |
|---|
| 1062 | Utils.joinOptions(((OptionHandler)m_Filter).getOptions()).length() > 0) |
|---|
| 1063 | ? Utils.joinOptions(((OptionHandler)m_Filter).getOptions()) + "|" |
|---|
| 1064 | : ""); |
|---|
| 1065 | } |
|---|
| 1066 | } |
|---|