/** * 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.classifier.email; import org.apache.hadoop.io.Text; import org.apache.hadoop.io.WritableComparable; import org.apache.hadoop.mapreduce.Mapper; import org.apache.mahout.math.VectorWritable; import org.apache.mahout.utils.email.MailProcessor; import java.io.IOException; import java.util.Locale; import java.util.regex.Pattern; /** * Convert the labels created by the {@link MailProcessor} to one consumable by the classifiers */ public class PrepEmailMapper extends Mapper<WritableComparable<?>, VectorWritable, Text, VectorWritable> { private static final Pattern DASH_DOT = Pattern.compile("-|\\."); private static final Pattern SLASH = Pattern.compile("\\/"); private boolean useListName = false;//if true, use the project name and the list name in label creation @Override protected void setup(Context context) throws IOException, InterruptedException { useListName = Boolean.parseBoolean(context.getConfiguration().get(PrepEmailVectorsDriver.USE_LIST_NAME)); } @Override protected void map(WritableComparable<?> key, VectorWritable value, Context context) throws IOException, InterruptedException { String input = key.toString(); ///Example: /cocoon.apache.org/dev/200307.gz/001401c3414f$8394e160$1e01a8c0@WRPO String[] splits = SLASH.split(input); //we need the first two splits; if (splits.length >= 3) { StringBuilder bldr = new StringBuilder(); bldr.append(escape(splits[1])); if (useListName) { bldr.append('_').append(escape(splits[2])); } context.write(new Text(bldr.toString()), value); } } private static String escape(CharSequence value) { return DASH_DOT.matcher(value).replaceAll("_").toLowerCase(Locale.ENGLISH); } }