Java tutorial
/* * Cloud9: A MapReduce Library for Hadoop * * Licensed 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 edu.umd.cloud9.collection.aquaint2; import java.io.IOException; import org.apache.hadoop.conf.Configured; import org.apache.hadoop.fs.FileSystem; import org.apache.hadoop.fs.Path; import org.apache.hadoop.io.IntWritable; import org.apache.hadoop.io.LongWritable; import org.apache.hadoop.io.Text; import org.apache.hadoop.mapred.FileInputFormat; import org.apache.hadoop.mapred.FileOutputFormat; import org.apache.hadoop.mapred.JobClient; import org.apache.hadoop.mapred.JobConf; import org.apache.hadoop.mapred.MapReduceBase; import org.apache.hadoop.mapred.Mapper; import org.apache.hadoop.mapred.OutputCollector; import org.apache.hadoop.mapred.Reporter; import org.apache.hadoop.util.Tool; import org.apache.hadoop.util.ToolRunner; public class DemoCountAquaint2Documents extends Configured implements Tool { private static enum Count { DOCS }; private static class MyMapper extends MapReduceBase implements Mapper<LongWritable, Aquaint2Document, LongWritable, Text> { public void map(LongWritable key, Aquaint2Document doc, OutputCollector<LongWritable, Text> output, Reporter reporter) throws IOException { reporter.incrCounter(Count.DOCS, 1); } } /** * Creates an instance of this tool. */ public DemoCountAquaint2Documents() { } private static int printUsage() { System.out.println("usage: [input] [output-dir] [mappings-file] [num-mappers]"); ToolRunner.printGenericCommandUsage(System.out); return -1; } /** * Runs this tool. */ public int run(String[] args) throws Exception { if (args.length != 4) { printUsage(); return -1; } String inputPath = args[0]; String outputPath = args[1]; String mappingFile = args[2]; int mapTasks = Integer.parseInt(args[3]); System.out.println("input dir: " + inputPath); System.out.println("output dir: " + outputPath); System.out.println("mapping file: " + mappingFile); System.out.println("number of mappers: " + mapTasks); JobConf conf = new JobConf(DemoCountAquaint2Documents.class); conf.setJobName("DemoCountAquaint2Documents"); conf.setNumMapTasks(mapTasks); conf.setNumReduceTasks(0); FileInputFormat.setInputPaths(conf, new Path(inputPath)); FileOutputFormat.setOutputPath(conf, new Path(outputPath)); FileOutputFormat.setCompressOutput(conf, false); conf.setInputFormat(Aquaint2DocumentInputFormatOld.class); conf.setOutputKeyClass(Text.class); conf.setOutputValueClass(IntWritable.class); conf.setMapperClass(MyMapper.class); // delete the output directory if it exists already FileSystem.get(conf).delete(new Path(outputPath), true); JobClient.runJob(conf); // clean up FileSystem.get(conf).delete(new Path(outputPath), true); return 0; } }