/** * 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.vectorizer.document; import java.io.IOException; import java.io.StringReader; import org.apache.hadoop.io.Text; import org.apache.hadoop.mapreduce.Mapper; import org.apache.lucene.analysis.Analyzer; import org.apache.lucene.analysis.TokenStream; import org.apache.lucene.analysis.tokenattributes.CharTermAttribute; import org.apache.mahout.common.ClassUtils; import org.apache.mahout.common.StringTuple; import org.apache.mahout.vectorizer.DefaultAnalyzer; import org.apache.mahout.vectorizer.DocumentProcessor; /** * Tokenizes a text document and outputs tokens in a StringTuple */ public class SequenceFileTokenizerMapper extends Mapper<Text, Text, Text, StringTuple> { private Analyzer analyzer; @Override protected void map(Text key, Text value, Context context) throws IOException, InterruptedException { TokenStream stream = analyzer.reusableTokenStream(key.toString(), new StringReader(value.toString())); CharTermAttribute termAtt = stream.addAttribute(CharTermAttribute.class); StringTuple document = new StringTuple(); stream.reset(); while (stream.incrementToken()) { if (termAtt.length() > 0) { document.add(new String(termAtt.buffer(), 0, termAtt.length())); } } context.write(key, document); } @Override protected void setup(Context context) throws IOException, InterruptedException { super.setup(context); analyzer = ClassUtils.instantiateAs(context.getConfiguration().get(DocumentProcessor.ANALYZER_CLASS, DefaultAnalyzer.class.getName()), Analyzer.class); } }