/** * 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.text; import org.apache.hadoop.conf.Configuration; import org.apache.hadoop.fs.Path; import org.apache.hadoop.io.Text; import org.apache.hadoop.mapreduce.Job; import org.apache.hadoop.mapreduce.Mapper; import org.apache.hadoop.mapreduce.Reducer; import org.apache.hadoop.mapreduce.lib.input.SequenceFileInputFormat; import org.apache.hadoop.mapreduce.lib.output.SequenceFileOutputFormat; import org.apache.hadoop.util.ToolRunner; import org.apache.mahout.common.AbstractJob; import java.io.IOException; public class TextParagraphSplittingJob extends AbstractJob { @Override public int run(String[] strings) throws Exception { Configuration originalConf = getConf(); Job job = prepareJob(new Path(originalConf.get("mapred.input.dir")), new Path(originalConf.get("mapred.output.dir")), SequenceFileInputFormat.class, SplitMap.class, Text.class, Text.class, Reducer.class, Text.class, Text.class, SequenceFileOutputFormat.class); job.setNumReduceTasks(0); job.waitForCompletion(true); return 1; } public static class SplitMap extends Mapper<Text,Text,Text,Text> { @Override protected void map(Text key, Text text, Context context) throws IOException, InterruptedException { Text outText = new Text(); int loc = 0; while (loc >= 0 && loc < text.getLength()) { int nextLoc = text.find("\n\n", loc + 1); if (nextLoc > 0) { outText.set(text.getBytes(), loc, nextLoc - loc); context.write(key, outText); } loc = nextLoc; } } } public static void main(String[] args) throws Exception { ToolRunner.run(new TextParagraphSplittingJob(), args); } }