/** * Licensed to the Apache Software Foundation (ASF) under one or more * contributor license agreements. See the NOTICE file distributed with * this work for additional information regarding copyright ownership. * The ASF licenses this file to You under the Apache License, Version 2.0 * (the "License"); you may not use this file except in compliance with * the License. You may obtain a copy of the License at * * http://www.apache.org/licenses/LICENSE-2.0 * * Unless required by applicable law or agreed to in writing, software * distributed under the License is distributed on an "AS IS" BASIS, * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. * See the License for the specific language governing permissions and * limitations under the License. */ package org.apache.mahout.ga.watchmaker.cd.tool; import com.google.common.collect.Lists; import org.apache.hadoop.io.Text; import org.apache.mahout.examples.MahoutTestCase; import org.junit.Test; import java.util.Arrays; import java.util.Collection; import java.util.List; public final class ToolReducerTest extends MahoutTestCase { @Test public void testCreateDescriptionNumerical() throws Exception { ToolReducer reducer = new ToolReducer(); char[] descriptors = { 'I', 'N', 'C' }; reducer.configure(descriptors); List<Text> values = asList("0,5", "-2,12", "-32,3", "0.5,25", "-30,20"); String descriptor = ToolReducer.numericDescription(values.iterator()); assertEquals("-32.0,25.0", descriptor); } @Test(expected = IllegalArgumentException.class) public void testCreateDescriptionIgnored() throws Exception { ToolReducer reducer = new ToolReducer(); char[] descriptors = { 'I', 'N', 'C' }; reducer.configure(descriptors); reducer.combineDescriptions(0, null); } @Test public void testCreateDescriptionNominal() throws Exception { ToolReducer reducer = new ToolReducer(); char[] descriptors = { 'I', 'N', 'C' }; reducer.configure(descriptors); List<Text> values = asList("val1,val2", "val2,val3", "val1,val3", "val3", "val2,val4"); List<String> expected = Arrays.asList("val1", "val2", "val3", "val4"); String description = reducer.nominalDescription(values.iterator()); Collection<String> actual = Lists.newArrayList(); DescriptionUtils.extractNominalValues(description, actual); assertEquals(expected.size(), actual.size()); assertTrue(expected.containsAll(actual)); } static List<Text> asList(String... strings) { List<Text> values = Lists.newArrayList(); for (String value : strings) { values.add(new Text(value)); } return values; } }