/** * 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 java.util.List; import org.apache.hadoop.conf.Configuration; import org.apache.hadoop.io.LongWritable; import org.apache.hadoop.io.Text; import org.apache.hadoop.mapreduce.Mapper; import org.apache.mahout.common.DummyRecordWriter; import org.apache.mahout.examples.MahoutTestCase; import org.junit.Test; public final class ToolMapperTest extends MahoutTestCase { @Test public void testExtractAttributes() throws Exception { LongWritable key = new LongWritable(); Text value = new Text(); Configuration conf = new Configuration(); ToolMapper mapper = new ToolMapper(); DummyRecordWriter<LongWritable, Text> writer = new DummyRecordWriter<LongWritable, Text>(); Mapper<LongWritable, Text, LongWritable, Text>.Context context = DummyRecordWriter.build(mapper, conf, writer); // no attribute is ignored char[] descriptors = { 'N', 'N', 'C', 'C', 'N', 'N' }; mapper.configure(descriptors); String dataline = "A1, A2, A3, A4, A5, A6"; value.set(dataline); mapper.map(key, value, context); for (int index = 0; index < 6; index++) { List<Text> values = writer.getValue(new LongWritable(index)); assertEquals("should extract one value per attribute", 1, values.size()); assertEquals("Bad extracted value", "A" + (index + 1), values.get(0).toString()); } } @Test public void testExtractIgnoredAttributes() throws Exception { LongWritable key = new LongWritable(); Text value = new Text(); ToolMapper mapper = new ToolMapper(); Configuration conf = new Configuration(); DummyRecordWriter<LongWritable, Text> writer = new DummyRecordWriter<LongWritable, Text>(); Mapper<LongWritable, Text, LongWritable, Text>.Context context = DummyRecordWriter.build(mapper, conf, writer); // no attribute is ignored char[] descriptors = { 'N', 'I', 'C', 'I', 'I', 'N' }; mapper.configure(descriptors); String dataline = "A1, I, A3, I, I, A6"; value.set(dataline); mapper.map(key, value, context); for (int index = 0; index < 6; index++) { List<Text> values = writer.getValue(new LongWritable(index)); if (index == 1 || index == 3 || index == 4) { // this attribute should be ignored assertNull("Attribute (" + index + ") should be ignored", values); } else { assertEquals("should extract one value per attribute", 1, values.size()); assertEquals("Bad extracted value", "A" + (index + 1), values.get(0).toString()); } } } }