/**
* 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));
}
}
}
}