/**
* 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());
}
}
}
}