RegexMapperTest.java

/**
 * 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
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package org.apache.mahout.utils.regex;

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.common.MahoutTestCase;
import org.junit.Test;

import java.util.List;

public final class RegexMapperTest extends MahoutTestCase {

  @Test
  public void testRegex() throws Exception {
    RegexMapper mapper = new RegexMapper();
    Configuration conf = new Configuration();
    conf.set(RegexMapper.REGEX, "(?<=(\\?|&)q=).*?(?=&|$)");
    conf.set(RegexMapper.TRANSFORMER_CLASS, URLDecodeTransformer.class.getName());
    DummyRecordWriter<LongWritable, Text> mapWriter = new DummyRecordWriter<LongWritable, Text>();
    Mapper<LongWritable, Text, LongWritable, Text>.Context mapContext = DummyRecordWriter
            .build(mapper, conf, mapWriter);

    mapper.setup(mapContext);
    for (int i = 0; i < RegexUtilsTest.TEST_STRS.length; i++) {
      String testStr = RegexUtilsTest.TEST_STRS[i];

      LongWritable key = new LongWritable(i);
      mapper.map(key, new Text(testStr), mapContext);
      List<Text> value = mapWriter.getValue(key);
      if (!RegexUtilsTest.GOLD[i].isEmpty()) {
        assertEquals(1, value.size());
        assertEquals(RegexUtilsTest.GOLD[i], value.get(0).toString());
      }
    }
  }

  @Test
  public void testGroups() throws Exception {
    RegexMapper mapper = new RegexMapper();
    Configuration conf = new Configuration();
    conf.set(RegexMapper.REGEX, "(\\d+)\\.(\\d+)\\.(\\d+)");
    conf.set(RegexMapper.TRANSFORMER_CLASS, URLDecodeTransformer.class.getName());
    conf.setStrings(RegexMapper.GROUP_MATCHERS, "1", "3");
    DummyRecordWriter<LongWritable, Text> mapWriter = new DummyRecordWriter<LongWritable, Text>();
    Mapper<LongWritable, Text, LongWritable, Text>.Context mapContext = DummyRecordWriter
            .build(mapper, conf, mapWriter);

    mapper.setup(mapContext);
    for (int i = 0; i < RegexUtilsTest.TEST_STRS.length; i++) {
      String testStr = RegexUtilsTest.TEST_STRS[i];

      LongWritable key = new LongWritable(i);
      mapper.map(key, new Text(testStr), mapContext);
      List<Text> value = mapWriter.getValue(key);
      assertEquals(1, value.size());
      assertEquals("127 0", value.get(0).toString());
    }
  }

  @Test
  public void testFPGFormatter() throws Exception {
    RegexMapper mapper = new RegexMapper();
    Configuration conf = new Configuration();
    conf.set(RegexMapper.REGEX, "(?<=(\\?|&)q=).*?(?=&|$)");
    conf.set(RegexMapper.TRANSFORMER_CLASS, URLDecodeTransformer.class.getName());
    conf.set(RegexMapper.FORMATTER_CLASS, FPGFormatter.class.getName());
    DummyRecordWriter<LongWritable, Text> mapWriter = new DummyRecordWriter<LongWritable, Text>();
    Mapper<LongWritable, Text, LongWritable, Text>.Context mapContext = DummyRecordWriter
            .build(mapper, conf, mapWriter);

    mapper.setup(mapContext);
    RegexFormatter formatter = new FPGFormatter();
    for (int i = 0; i < RegexUtilsTest.TEST_STRS.length; i++) {
      String testStr = RegexUtilsTest.TEST_STRS[i];

      LongWritable key = new LongWritable(i);
      mapper.map(key, new Text(testStr), mapContext);
      List<Text> value = mapWriter.getValue(key);
      if (!RegexUtilsTest.GOLD[i].isEmpty()) {
        assertEquals(1, value.size());
        assertEquals(formatter.format(RegexUtilsTest.GOLD[i]), value.get(0).toString());
      }
    }
  }
}