/** * 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.table; import static org.junit.Assert.assertEquals; import org.junit.Test; import com.rapidminer.example.Attribute; import com.rapidminer.tools.Ontology; /** * Tests for correct behavior of {@link NominalAttribute} when setting values. * * @author Jan Czogalla * @since 7.4 */ public class NominalAttributeTest { private static final String[] VALUES = { "value0", "value1" }; private static final String MISSING_VALUE = "?"; @Test public void setPositiveValueInRange() { Attribute att = AttributeFactory.createAttribute(Ontology.NOMINAL); att.setTableIndex(0); NominalMapping mapping = att.getMapping(); mapping.mapString(VALUES[0]); mapping.mapString(VALUES[1]); double[] data = new double[1]; DataRow row = new DoubleArrayDataRow(data); row.set(att, 1); assertEquals(1, data[0], 0); assertEquals(VALUES[1], att.getAsString(att.getValue(row), 0, false)); } @Test public void setPositiveValueOutOfRange() { Attribute att = AttributeFactory.createAttribute(Ontology.NOMINAL); att.setTableIndex(0); NominalMapping mapping = att.getMapping(); mapping.mapString(VALUES[0]); mapping.mapString(VALUES[1]); double[] data = new double[1]; DataRow row = new DoubleArrayDataRow(data); row.set(att, 2); assertEquals(2, data[0], 0); assertEquals(MISSING_VALUE, att.getAsString(att.getValue(row), 0, false)); } @Test public void setNegativeValue() { Attribute att = AttributeFactory.createAttribute(Ontology.NOMINAL); att.setTableIndex(0); NominalMapping mapping = att.getMapping(); mapping.mapString(VALUES[0]); mapping.mapString(VALUES[1]); double[] data = new double[1]; DataRow row = new DoubleArrayDataRow(data); row.set(att, -1); assertEquals(Double.NaN, data[0], 0); assertEquals(MISSING_VALUE, att.getAsString(att.getValue(row), 0, false)); } @Test public void setMissing() { Attribute att = AttributeFactory.createAttribute(Ontology.NOMINAL); att.setTableIndex(0); NominalMapping mapping = att.getMapping(); mapping.mapString(VALUES[0]); mapping.mapString(VALUES[1]); double[] data = new double[1]; DataRow row = new DoubleArrayDataRow(data); row.set(att, Double.NaN); assertEquals(Double.NaN, data[0], 0); assertEquals(MISSING_VALUE, att.getAsString(att.getValue(row), 0, false)); } }