/** * 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.term; import java.io.IOException; import org.apache.hadoop.io.LongWritable; import org.apache.hadoop.io.Text; import org.apache.hadoop.mapreduce.Mapper; import org.apache.mahout.common.StringTuple; import org.apache.mahout.math.function.ObjectLongProcedure; import org.apache.mahout.math.map.OpenObjectLongHashMap; /** * TextVectorizer Term Count Mapper. Tokenizes a text document and outputs the count of the words */ public class TermCountMapper extends Mapper<Text, StringTuple, Text, LongWritable> { @Override protected void map(Text key, StringTuple value, final Context context) throws IOException, InterruptedException { OpenObjectLongHashMap<String> wordCount = new OpenObjectLongHashMap<String>(); for (String word : value.getEntries()) { if (wordCount.containsKey(word)) { wordCount.put(word, wordCount.get(word) + 1); } else { wordCount.put(word, 1); } } wordCount.forEachPair(new ObjectLongProcedure<String>() { @Override public boolean apply(String first, long second) { try { context.write(new Text(first), new LongWritable(second)); } catch (IOException e) { context.getCounter("Exception", "Output IO Exception").increment(1); } catch (InterruptedException e) { context.getCounter("Exception", "Interrupted Exception").increment(1); } return true; } }); } }