/** * Copyright (C) 2001-2017 by RapidMiner and the contributors * * Complete list of developers available at our web site: * * http://rapidminer.com * * This program is free software: you can redistribute it and/or modify it under the terms of the * GNU Affero General Public License as published by the Free Software Foundation, either version 3 * 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 * Affero General Public License for more details. * * You should have received a copy of the GNU Affero General Public License along with this program. * If not, see http://www.gnu.org/licenses/. */ package com.rapidminer.gui.viewer; import java.util.ArrayList; import java.util.Collections; import java.util.Date; import java.util.Iterator; import java.util.List; import java.util.logging.Level; import javax.swing.table.AbstractTableModel; import com.rapidminer.example.Attribute; import com.rapidminer.example.AttributeRole; import com.rapidminer.example.Example; import com.rapidminer.example.ExampleSet; import com.rapidminer.example.set.ExampleSetUtilities; import com.rapidminer.example.table.NumericalAttribute; import com.rapidminer.tools.LogService; import com.rapidminer.tools.Ontology; /** * The model for the {@link com.rapidminer.gui.viewer.MetaDataViewerTable}. * * @author Ingo Mierswa */ public class DataViewerTableModel extends AbstractTableModel { private static final long serialVersionUID = -3057324874942971672L; private Attribute[] regularAttributes; private Attribute[] specialAttributes; private ExampleSet exampleSet; public DataViewerTableModel(ExampleSet exampleSet) { this.exampleSet = exampleSet; this.regularAttributes = new Attribute[exampleSet.getAttributes().size()]; Iterator<Attribute> r = exampleSet.getAttributes().iterator(); int counter = 0; while (r.hasNext()) { this.regularAttributes[counter++] = r.next(); } this.specialAttributes = new Attribute[exampleSet.getAttributes().specialSize()]; List<AttributeRole> specialAttributesList = new ArrayList<>(exampleSet.getAttributes().specialSize()); Iterator<AttributeRole> s = exampleSet.getAttributes().specialAttributes(); while (s.hasNext()) { specialAttributesList.add(s.next()); } Collections.sort(specialAttributesList, ExampleSetUtilities.SPECIAL_ATTRIBUTES_ROLE_COMPARATOR); for (int i = 0; i < specialAttributesList.size(); i++) { this.specialAttributes[i] = specialAttributesList.get(i).getAttribute(); } } @Override public Class<?> getColumnClass(int column) { Class<?> type = super.getColumnClass(column); if (column == 0) { type = Integer.class; } else { Attribute attribute = getColumnAttribute(column); if (Ontology.ATTRIBUTE_VALUE_TYPE.isA(attribute.getValueType(), Ontology.DATE_TIME)) { type = Date.class; } else if (!attribute.isNominal()) { type = Double.class; } else { type = String.class; } } return type; } @Override public int getRowCount() { return exampleSet.size(); } /** * Returns the sum of the number of special attributes, the number of regular attributes and 1 * for the row no. column. */ @Override public int getColumnCount() { return this.specialAttributes.length + this.regularAttributes.length + 1; } @Override public Object getValueAt(int row, int column) { if (column == 0) { return row + 1; } else { int col = column - 1; Example example = exampleSet.getExample(row); if (example != null) { if (col < specialAttributes.length) { return getValueWithCorrectClass(example, specialAttributes[col]); } else { return getValueWithCorrectClass(example, this.regularAttributes[col - specialAttributes.length]); } } else { return null; } } } @Override public String getColumnName(int column) { if (column < 0) { return ""; } if (column == 0) { return "Row No."; } else { int col = column - 1; if (col < specialAttributes.length) { return specialAttributes[col].getName(); } else { return this.regularAttributes[col - specialAttributes.length].getName(); } } } /** * Returns the {@link Attribute} for the given column or <code>null</code> if this is no column * denoting an {@link Attribute} in the {@link ExampleSet}. * * @param column * @return */ public Attribute getColumnAttribute(int column) { if (column == 0) { return null; } int col = column - 1; Attribute attribute = null; if (col < specialAttributes.length) { attribute = specialAttributes[col]; } else { attribute = regularAttributes[col - specialAttributes.length]; } return attribute; } private Object getValueWithCorrectClass(Example example, Attribute attribute) { try { double value = example.getValue(attribute); if (Double.isNaN(value)) { return "?"; } if (Ontology.ATTRIBUTE_VALUE_TYPE.isA(attribute.getValueType(), Ontology.DATE_TIME)) { // simply return date, format is evaluated directly in jtable, see todo above return new Date((long) value); } else if (attribute.isNumerical()) { return Double.valueOf(example.getValue(attribute)); } else { return example.getValueAsString(attribute, NumericalAttribute.DEFAULT_NUMBER_OF_DIGITS, false); } } catch (Throwable e) { LogService.getRoot().log(Level.WARNING, "com.rapidminer.gui.viewer.DataViewerTableModel.showing_correct_value_error", e.getMessage()); return "Error"; } } }