/** * 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.example.set; import java.util.Iterator; import com.rapidminer.example.Attribute; import com.rapidminer.example.Attributes; import com.rapidminer.example.Example; import com.rapidminer.example.ExampleSet; import com.rapidminer.example.table.ExampleTable; /** * An implementation of ExampleSet that is only a fixed view on a selection of attributes of the * parent example set. * * @author Ingo Mierswa */ public class AttributeSelectionExampleSet extends AbstractExampleSet { private static final long serialVersionUID = 7946137859300860625L; private ExampleSet parent; /** * Constructs a new AttributeSelectionExampleSet. Only those attributes with a true value in the * selection mask will be used. If the given mask is null, all regular attributes of the parent * example set will be used. * * @deprecated use static creation method {@link #create(ExampleSet, boolean[])} instead */ @Deprecated public AttributeSelectionExampleSet(ExampleSet exampleSet, boolean[] selectionMask) { this.parent = (ExampleSet) exampleSet.clone(); selectAttributes(selectionMask, parent); } /** * Creates a new example set with only the regular attributes selected by the selection mask. * Only those attributes with a true value in the selection mask will be used. If the given mask * is null, all regular attributes of the parent example set will be used. The special * attributes stay the same. * * @param exampleSet * the example set to start from * @param selectionMask * the mask defining which attributes to use * @return an example set which the specified attributes selected * @throws IllegalArgumentException * if the selectionMask has not the same number of entries as regular attributes in * the example set * @since 7.5.1 */ public static ExampleSet create(ExampleSet exampleSet, boolean[] selectionMask) { ExampleSet newSet = (ExampleSet) exampleSet.clone(); selectAttributes(selectionMask, newSet); return newSet; } /** * Removes all attributes at which index the selectinMask is {@code false}. * * @throws IllegalArgumentException * if the selectionMask has not the same number of entries as regular attributes in * the example set */ private static void selectAttributes(boolean[] selectionMask, ExampleSet exampleSet) { if (selectionMask != null) { if (selectionMask.length != exampleSet.getAttributes().size()) { throw new IllegalArgumentException( "Length of the selection mask must be equal to the parent's number of attributes."); } int counter = 0; Iterator<Attribute> i = exampleSet.getAttributes().iterator(); while (i.hasNext()) { i.next(); if (!selectionMask[counter]) { i.remove(); } counter++; } } } /** Clone constructor. */ public AttributeSelectionExampleSet(AttributeSelectionExampleSet exampleSet) { cloneAnnotationsFrom(exampleSet); this.parent = (ExampleSet) exampleSet.parent.clone(); } @Override public boolean equals(Object o) { if (!super.equals(o)) { return false; } if (!(o instanceof AttributeSelectionExampleSet)) { return false; } return this.parent.equals(o); } @Override public int hashCode() { return super.hashCode() ^ this.parent.hashCode(); } // -------------------- overridden methods -------------------- /** Returns the attribute container. */ @Override public Attributes getAttributes() { return this.parent.getAttributes(); } /** * Creates a new example set reader. */ @Override public Iterator<Example> iterator() { return new AttributesExampleReader(parent.iterator(), this); } @Override public Example getExample(int index) { return this.parent.getExample(index); } @Override public ExampleTable getExampleTable() { return parent.getExampleTable(); } @Override public int size() { return parent.size(); } @Override public void cleanup() { parent.cleanup(); } }