outliertreatmentoperatorproperty.java

一个数据挖掘软件ALPHAMINERR的整个过程的JAVA版源代码

/*
 *    This program is free software; you can redistribute it and/or modify
 *    it under the terms of the GNU General Public License as published by
 *    the Free Software Foundation; either version 2 of the License, or
 *    (at your option) any later version.
 *
 *    This program is distributed in the hope that it will be useful,
 *    but WITHOUT ANY WARRANTY; without even the implied warranty of
 *    MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
 *    GNU General Public License for more details.
 *
 *    You should have received a copy of the GNU General Public License
 *    along with this program; if not, write to the Free Software
 *    Foundation, Inc., 675 Mass Ave, Cambridge, MA 02139, USA.
 */
/*
 * Created on 2005/1/18
 *
 * TODO To change the template for this generated file go to
 * Window - Preferences - Java - Code Style - Code Templates
 */
package eti.bi.alphaminer.patch.standard.operation.property;
import java.awt.BorderLayout;
import java.awt.Dimension;
import java.awt.event.ActionEvent;
import javax.swing.BorderFactory;
import javax.swing.Box;
import javax.swing.BoxLayout;
import javax.swing.ButtonGroup;
import javax.swing.JButton;
import javax.swing.JComboBox;
import javax.swing.JLabel;
import javax.swing.JPanel;
import javax.swing.JRadioButton;
import javax.swing.JTextField;
import javax.swing.border.Border;
import javax.swing.border.CompoundBorder;
import javax.swing.border.EmptyBorder;
import javax.swing.border.EtchedBorder;
import javax.swing.border.TitledBorder;
import javax.swing.event.ChangeEvent;
import javax.swing.event.ChangeListener;
import com.prudsys.pdm.Core.CategoricalAttribute;
import com.prudsys.pdm.Core.MiningAttribute;
import com.prudsys.pdm.Core.MiningDataSpecification;
import com.prudsys.pdm.Core.MiningException;
import com.prudsys.pdm.Core.NumericAttribute;
import com.prudsys.pdm.Input.MiningInputStream;
import com.prudsys.pdm.Input.MiningStoredData;
import com.prudsys.pdm.Models.Statistics.SimpleStats;
import com.prudsys.pdm.Transform.OneToOne.TreatOutlierAttributeValue;
import eti.bi.alphaminer.core.handler.ICaseHandler;
import eti.bi.alphaminer.operation.operator.DimensionConstants;
import eti.bi.alphaminer.operation.operator.INodeInfo;
import eti.bi.alphaminer.operation.operator.Operator;
import eti.bi.alphaminer.operation.property.OperatorProperty;
import eti.bi.exception.SysException;
import eti.bi.util.ValueValidator;
import eti.bi.common.Locale.Resource;

/**
 * @author jyung
 * 
 * TODO To change the template for this generated type comment go to Window -
 * Preferences - Java - Code Style - Code Templates
 */
public class OutlierTreatmentOperatorProperty extends OperatorProperty implements ChangeListener {
	/**
	 * 
	 */
	private static final long serialVersionUID = 1L;
	public static final Border TITLED_BORDER = new CompoundBorder(new TitledBorder((new EtchedBorder(
			EtchedBorder.LOWERED)), Resource.srcStr("Replace")), new EmptyBorder(10, 12, 10, 12));
	private MiningDataSpecification m_MetaData;
	private MiningStoredData m_msd = null;
	private double[] m_MinValues;
	private double[] m_MaxValues;
	private final static String DEFAULT = Resource.srcStr("SelectItem");
	private final static String CATEG = Resource.srcStr("Categorical");
	private final static String NUM = Resource.srcStr("Numeric");
	// << Franky Chan 23/03/2005
	// Keep those dummy variables after BAT requirement changes
	// Can be removed if options are not required in the future
	private JRadioButton m_RadioMissingVal = new JRadioButton(Resource.srcStr("m_RadioMissingVal"));
	private JRadioButton m_RadioExtremeVal = new JRadioButton(Resource.srcStr("m_RadioExtremeVal"));
	private JTextField m_MinText = new JTextField();
	private JTextField m_MaxText = new JTextField();
	// >> Franky Chan 23/03/2005
	private JComboBox m_AttributeCombo = new JComboBox();
	private JTextField m_LowerBoundText = new JTextField("-10.0");
	private JTextField m_UpperBoundText = new JTextField("10.0");
	private ButtonGroup m_OutlierGroup = new ButtonGroup();
	private JButton m_ButtonReset = new JButton();
	private JButton m_ButtonApply = new JButton();
	private JButton m_ButtonClose = new JButton();

	/**
	 * @throws MiningException
	 * @throws SysException
	 * 
	 */
	public OutlierTreatmentOperatorProperty(String a_CaseID, String a_NodeID, String a_Name, INodeInfo a_NodeInfo,
			ICaseHandler a_CaseHandler) throws MiningException, SysException {
		super(a_CaseID, a_NodeID, a_Name, a_NodeInfo, a_CaseHandler);
		/* Invoke the UI component creation method */
		createOutlierTreatmentOperatorProperty();
		this.setTitle(Resource.srcStr("OutlierTreatment") + " [" + a_NodeID + "]"); // Added
																					// title
		// menu by Joyce
		// 2005/02/17
	}

	public void stateChanged(ChangeEvent e) {
	}

	private void createOutlierTreatmentOperatorProperty() throws MiningException {
		JPanel outlierCentralPanel = new JPanel(new BorderLayout());
		outlierCentralPanel.setBorder(BorderFactory.createEmptyBorder(10, 0, 5, 0));
		JPanel buttonPanel = new JPanel();
		m_OutlierGroup.add(m_RadioMissingVal);
		m_OutlierGroup.add(m_RadioExtremeVal);
		m_RadioMissingVal.addChangeListener(this);
		m_RadioExtremeVal.addChangeListener(this);
		// Create attribute panel
		m_AttributeCombo.setPreferredSize(new Dimension(223, 20));
		m_AttributeCombo.setMaximumSize(new Dimension(223, 20));
		m_AttributeCombo.setMinimumSize(new Dimension(223, 20));
		JPanel propertyAttributePanel = new JPanel();
		propertyAttributePanel.setLayout(new BoxLayout(propertyAttributePanel, BoxLayout.LINE_AXIS));
		propertyAttributePanel.add(new JLabel(Resource.srcStr("m_AttributeLabel")));
		propertyAttributePanel.add(Box.createRigidArea(new Dimension(15, 0)));
		propertyAttributePanel.add(m_AttributeCombo);
		propertyAttributePanel.setBorder(BorderFactory.createEmptyBorder(0, 5, 5, 0));
		// Create range panel
		JPanel boundInputFieldPanel = new JPanel();
		boundInputFieldPanel.setBorder(TITLED_BORDER);
		boundInputFieldPanel.setLayout(new BoxLayout(boundInputFieldPanel, BoxLayout.LINE_AXIS));
		boundInputFieldPanel.add(new JLabel(Resource.srcStr("LowerLabel")));
		boundInputFieldPanel.add(Box.createRigidArea(new Dimension(10, 0)));
		boundInputFieldPanel.add(m_LowerBoundText);
		boundInputFieldPanel.add(Box.createRigidArea(new Dimension(10, 0)));
		boundInputFieldPanel.add(new JLabel(Resource.srcStr("UpperLabel")));
		boundInputFieldPanel.add(Box.createRigidArea(new Dimension(10, 0)));
		boundInputFieldPanel.add(m_UpperBoundText);
		m_UpperBoundText.setPreferredSize(DimensionConstants.TEXT_FIELD_DIM);
		m_LowerBoundText.setPreferredSize(DimensionConstants.TEXT_FIELD_DIM);
		// << Franky Chan 23/03/2005
		// Commented according to requirement changes after BAT
		// boundInputFieldPanel.add(m_MinText);
		// boundInputFieldPanel.add(m_MaxText);
		// Radio
		// JPanel outlierFieldPanel = new JPanel(new GridLayout(4, 1, 2, 5));
		// outlierFieldPanel.setBorder(BorderFactory.createEmptyBorder(0, 10,5,
		// 0));
		// outlierFieldPanel.add(new JLabel("Replace as"));
		// outlierFieldPanel.add(m_RadioMissingVal );
		// outlierFieldPanel.add(m_RadioExtremeVal );
		// m_RadioMissingVal.setSelected(true);
		// m_MinText.setEnabled(false);
		// m_MaxText.setEnabled(false);
		// << Franky Chan 23/03/2005
		// << Franky Chan 23/03/2005
		// Commented according to requirement changes after BAT
		// aPanel.add(outlierFieldPanel, BorderLayout.EAST);
		// tempPanel.add(boundLabelPanel, BorderLayout.WEST);
		// << Franky Chan 23/03/2005
		outlierCentralPanel.add(propertyAttributePanel, BorderLayout.NORTH);
		outlierCentralPanel.add(boundInputFieldPanel, BorderLayout.SOUTH);
		// Button
		m_ButtonReset.setText(Resource.srcStr("m_ButtonReset"));
		m_ButtonApply.setText(Resource.srcStr("m_ButtonApply"));
		m_ButtonClose.setSelected(false);
		m_ButtonClose.setText(Resource.srcStr("m_ButtonClose"));
		buttonPanel.add(m_ButtonApply);
		buttonPanel.add(m_ButtonReset);
		buttonPanel.add(m_ButtonClose);
		m_ButtonReset.addActionListener(this);
		m_ButtonApply.addActionListener(this);
		m_ButtonClose.addActionListener(this);
		m_RadioMissingVal.addActionListener(this);
		m_RadioExtremeVal.addActionListener(this);
		m_AttributeCombo.addActionListener(this);
		this.getContentPane().add(outlierCentralPanel, BorderLayout.CENTER);
		this.getContentPane().add(buttonPanel, BorderLayout.SOUTH);
		this.setSize(312, 193);
		initContent();
		getContent();
		// << added by Joyce 2005/03/14 for bug 196
		if (m_RadioMissingVal.isSelected()) {
			m_MinText.setEnabled(false);
			m_MaxText.setEnabled(false);
		} else if (m_RadioExtremeVal.isSelected()) {
			m_MinText.setEnabled(true);
			m_MaxText.setEnabled(true);
		}
		// >>
	}

	/**
	 * @see java.awt.event.ActionListener#actionPerformed(ActionEvent)
	 */
	public void actionPerformed(ActionEvent e) {
		if (e.getSource() == m_ButtonApply) {
			if (setContent()) {
				m_ParameterChanged = true;
				// m_ParentPanel.getCaseWindow().setModified(true);
				setPropertiesModified();
			}
		} else if (e.getSource() == m_ButtonReset) {
			getContent();
			// << added by Joyce 2005/03/14 for bug 158
			if (m_RadioMissingVal.isSelected()) {
				m_MinText.setEnabled(false);
				m_MaxText.setEnabled(false);
			} else if (m_RadioExtremeVal.isSelected()) {
				m_MinText.setEnabled(true);
				m_MaxText.setEnabled(true);
			}
			// >>
		} else if (e.getSource() == m_ButtonClose) {
			close();
		} else if (e.getSource() == m_RadioMissingVal) {
			if (m_RadioMissingVal.isSelected()) {
				m_MinText.setEnabled(false);
				m_MaxText.setEnabled(false);
			}
		} else if (e.getSource() == m_RadioExtremeVal) {
			if (m_RadioExtremeVal.isSelected()) {
				m_MinText.setEnabled(true);
				m_MaxText.setEnabled(true);
			}
		} else if (e.getSource() == m_AttributeCombo) {
			String attrName = (String) m_AttributeCombo.getSelectedItem();
			if (attrName != null && !attrName.equalsIgnoreCase(Resource.srcStr("SelectItem"))) {
				MiningAttribute mAtt = m_MetaData.getMiningAttribute(attrName);
				if (mAtt != null) {
					if (mAtt instanceof CategoricalAttribute) {
						EnabledCategoricalAttribute();
					} else if (mAtt instanceof NumericAttribute) {
						// m_MinText.setText(Double.toString(m_MinValues[index]));
						// m_MaxText.setText(Double.toString(m_MaxValues[index]));
						if (m_RadioMissingVal.isSelected()) {
							EnabledNumericAttribute(true);
						} else {
							EnabledNumericAttribute(false);
						}
					}
				}
			}
		}
	}

	/*
	 * @ enable some CategoricalAttribute Text Field
	 */
	private void EnabledCategoricalAttribute() {
		m_LowerBoundText.setEnabled(false);
		m_UpperBoundText.setEnabled(false);
		// m_MinText.setEnabled(false);
		// m_MaxText.setEnabled(false);
		// m_RadioExtremeVal.setEnabled(false);
		// m_RadioMissingVal.setEnabled(true);
		// m_RadioMissingVal.setSelected(true);
	}

	/*
	 * @ enable some CategoricalAttribute Text Field
	 */
	private void EnabledNumericAttribute(boolean a_OutlierMissingVal) {
		m_LowerBoundText.setEnabled(true);
		m_UpperBoundText.setEnabled(true);
		// m_RadioExtremeVal.setEnabled(true);
		// m_RadioMissingVal.setEnabled(true);
		// if (a_OutlierMissingVal)
		// {
		// m_MinText.setEnabled(false);
		// m_MaxText.setEnabled(false);
		// } else
		// {
		// m_MinText.setEnabled(true);
		// m_MaxText.setEnabled(true);
		// }
	}

	protected void initContent() throws MiningException {
		if (m_ParentOperators.size() > 0) {
			Operator parentOp = (Operator) m_ParentOperators.elementAt(0);
			if (parentOp.getOutputBIObject() != null && parentOp.getOutputBIObject().getBIData() != null) {
				m_MetaData = parentOp.getOutputBIObject().getBIData().getMetaData();
				m_msd = parentOp.getOutputBIObject().getBIData().getMiningStoredData();
			}
			if (m_MetaData == null) {
				throw new MiningException("Meta data of the node is null");
			}
			if (m_msd == null) {
				throw new MiningException("Mining stored data of the node is null");
				// TODO handle this
				// throw new MiningException ("No input data from parent node");
			}
			calcMinMaxValues(m_msd);
		}
	}

	private void getContent() {
		/*
		 * set valeus independent of parent
		 */
		String value = null;