/* * 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.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.lucene.analysis.Analyzer; import org.apache.mahout.common.ClassUtils; import java.io.IOException; import java.util.ArrayList; import java.util.List; import java.util.regex.Pattern; public class RegexMapper extends Mapper<LongWritable, Text, LongWritable, Text> { public static final String REGEX = "regex"; public static final String GROUP_MATCHERS = "regex.groups"; public static final String TRANSFORMER_CLASS = "transformer.class"; public static final String FORMATTER_CLASS = "formatter.class"; private Pattern regex; private List<Integer> groupsToKeep; private RegexTransformer transformer = RegexUtils.IDENTITY_TRANSFORMER; private RegexFormatter formatter = RegexUtils.IDENTITY_FORMATTER; public static final String ANALYZER_NAME = "analyzerName"; @Override protected void setup(Context context) throws IOException, InterruptedException { groupsToKeep = new ArrayList<Integer>(); Configuration config = context.getConfiguration(); String regexStr = config.get(REGEX); regex = Pattern.compile(regexStr); String[] groups = config.getStrings(GROUP_MATCHERS); if (groups != null) { for (String group : groups) { groupsToKeep.add(Integer.parseInt(group)); } } transformer = ClassUtils.instantiateAs(config.get(TRANSFORMER_CLASS, IdentityTransformer.class.getName()), RegexTransformer.class); String analyzerName = config.get(ANALYZER_NAME); if (analyzerName != null && transformer instanceof AnalyzerTransformer) { Analyzer analyzer = ClassUtils.instantiateAs(analyzerName, Analyzer.class); ((AnalyzerTransformer)transformer).setAnalyzer(analyzer); } formatter = ClassUtils.instantiateAs(config.get(FORMATTER_CLASS, IdentityFormatter.class.getName()), RegexFormatter.class); } @Override protected void map(LongWritable key, Text text, Context context) throws IOException, InterruptedException { String result = RegexUtils.extract(text.toString(), regex, groupsToKeep, " ", transformer); if (result != null && !result.isEmpty()) { String format = formatter.format(result); context.write(key, new Text(format)); } } }