/** * 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.cf.taste.example.email; import org.apache.hadoop.io.Text; import org.apache.hadoop.mapreduce.Mapper; import org.apache.mahout.math.VarIntWritable; import java.io.IOException; /** * Assumes the input is in the format created by {@link org.apache.mahout.text.SequenceFilesFromMailArchives} */ public final class FromEmailToDictionaryMapper extends Mapper<Text, Text, Text, VarIntWritable> { private String separator; @Override protected void setup(Context context) throws IOException, InterruptedException { super.setup(context); separator = context.getConfiguration().get(EmailUtility.SEPARATOR); } @Override protected void map(Text key, Text value, Context context) throws IOException, InterruptedException { //From is in the value String valStr = value.toString(); int idx = valStr.indexOf(separator); if (idx == -1) { context.getCounter(EmailUtility.Counters.NO_FROM_ADDRESS).increment(1); } else { String full = valStr.substring(0, idx); //do some cleanup to normalize some things, like: Key: karthik ananth <karthik.jcecs@gmail.com>: Value: 178 //Key: karthik ananth [mailto:karthik.jcecs@gmail.com]=20: Value: 179 //TODO: is there more to clean up here? full = EmailUtility.cleanUpEmailAddress(full); if (EmailUtility.WHITESPACE.matcher(full).matches()) { context.getCounter(EmailUtility.Counters.NO_FROM_ADDRESS).increment(1); } else { context.write(new Text(full), new VarIntWritable(1)); } } } }