Java tutorial
/* CountReads.java 2012 CloudBrush, developed by Chien-Chih Chen (rocky@iis.sinica.edu.tw), released under Apache License 2.0 (http://www.apache.org/licenses/LICENSE-2.0) at: https://github.com/ice91/CloudBrush */ package Brush; import java.io.IOException; import java.util.ArrayList; import java.util.Collections; import java.util.HashMap; import java.util.HashSet; import java.util.Iterator; import java.util.List; import java.util.Map; import java.util.Set; import java.util.Collections; import java.util.Comparator; import org.apache.hadoop.conf.Configuration; import org.apache.hadoop.conf.Configured; import org.apache.hadoop.fs.FileSystem; import org.apache.hadoop.fs.Path; 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.Reducer; import org.apache.hadoop.mapred.Reporter; import org.apache.hadoop.mapred.RunningJob; import org.apache.hadoop.mapred.TextInputFormat; import org.apache.hadoop.mapred.TextOutputFormat; import org.apache.hadoop.util.Tool; import org.apache.hadoop.util.ToolRunner; import org.apache.log4j.Logger; public class CountReads extends Configured implements Tool { private static final Logger sLogger = Logger.getLogger(CountReads.class); // CountReadsMapper /////////////////////////////////////////////////////////////////////////// public static class CountReadsMapper extends MapReduceBase implements Mapper<LongWritable, Text, Text, Text> { private static int K = 0; public void configure(JobConf job) { K = Integer.parseInt(job.get("K")); } public void map(LongWritable lineid, Text nodetxt, OutputCollector<Text, Text> output, Reporter reporter) throws IOException { Node node = new Node(); node.fromNodeMsg(nodetxt.toString()); reporter.incrCounter("Brush", "reads", node.getPairEnds().size()); reporter.incrCounter("Brush", "ctg_sum", node.len()); } } // Run Tool /////////////////////////////////////////////////////////////////////////// public RunningJob run(String inputPath, String outputPath) throws Exception { sLogger.info("Tool name: CountReads"); sLogger.info(" - input: " + inputPath); JobConf conf = new JobConf(CountReads.class); conf.setJobName("CountReads " + inputPath + " " + BrushConfig.K); BrushConfig.initializeConfiguration(conf); FileInputFormat.addInputPath(conf, new Path(inputPath)); FileOutputFormat.setOutputPath(conf, new Path(outputPath)); conf.setInputFormat(TextInputFormat.class); conf.setOutputFormat(TextOutputFormat.class); conf.setMapOutputKeyClass(Text.class); conf.setMapOutputValueClass(Text.class); conf.setOutputKeyClass(Text.class); conf.setOutputValueClass(Text.class); conf.setMapperClass(CountReadsMapper.class); //conf.setReducerClass(CountReadsReducer.class); //delete the output directory if it exists already FileSystem.get(conf).delete(new Path(outputPath), true); return JobClient.runJob(conf); } // Parse Arguments and run /////////////////////////////////////////////////////////////////////////// public int run(String[] args) throws Exception { String inputPath = ""; String outputPath = ""; BrushConfig.K = 21; run(inputPath, outputPath); return 0; } // Main /////////////////////////////////////////////////////////////////////////// public static void main(String[] args) throws Exception { int res = ToolRunner.run(new Configuration(), new CountReads(), args); System.exit(res); } }