Java tutorial
// Copyright (c) 2014 Aalto University // // Permission is hereby granted, free of charge, to any person obtaining a copy // of this software and associated documentation files (the "Software"), to // deal in the Software without restriction, including without limitation the // rights to use, copy, modify, merge, publish, distribute, sublicense, and/or // sell copies of the Software, and to permit persons to whom the Software is // furnished to do so, subject to the following conditions: // // The above copyright notice and this permission notice shall be included in // all copies or substantial portions of the Software. // // THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR // IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, // FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE // AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER // LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING // FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS // IN THE SOFTWARE. //package org.seqdoop.hadoop_bam.examples; import java.io.IOException; import java.util.Iterator; import org.apache.hadoop.conf.Configuration; import org.apache.hadoop.conf.Configured; import org.apache.hadoop.fs.Path; import org.apache.hadoop.io.LongWritable; import org.apache.hadoop.io.NullWritable; import org.apache.hadoop.io.Text; import org.apache.hadoop.mapreduce.Job; import org.apache.hadoop.mapreduce.RecordWriter; import org.apache.hadoop.mapreduce.TaskAttemptContext; import org.apache.hadoop.util.Tool; import org.apache.hadoop.util.ToolRunner; import org.apache.hadoop.filecache.DistributedCache; import htsjdk.samtools.SAMRecord; import org.seqdoop.hadoop_bam.AnySAMInputFormat; import org.seqdoop.hadoop_bam.KeyIgnoringBAMOutputFormat; import org.seqdoop.hadoop_bam.SAMRecordWritable; /** * Simple example that reads a BAM (or SAM) file, groups reads by their name and writes the * output again as BAM file. Note that both the file and its index must be present. * * Usage: hadoop jar target/*-jar-with-dependencies.jar org.seqdoop.hadoop_bam.examples.TestBAM \ * <input.bam> <output_directory> */ public class TestBAM extends Configured implements Tool { static class MyOutputFormat extends KeyIgnoringBAMOutputFormat<NullWritable> { public final static String HEADER_FROM_FILE = "TestBAM.header"; @Override public RecordWriter<NullWritable, SAMRecordWritable> getRecordWriter(TaskAttemptContext ctx) throws IOException { final Configuration conf = ctx.getConfiguration(); readSAMHeaderFrom(new Path(conf.get(HEADER_FROM_FILE)), conf); return super.getRecordWriter(ctx); } } public int run(String[] args) throws Exception { final Configuration conf = getConf(); conf.set(MyOutputFormat.HEADER_FROM_FILE, args[0]); DistributedCache.addFileToClassPath(new Path("hdfs:///libjars/hadoop-bam-7.0.0-jar-with-dependencies.jar"), conf); final Job job = new Job(conf); job.setJarByClass(TestBAM.class); job.setMapperClass(TestBAMMapper.class); job.setReducerClass(TestBAMReducer.class); job.setMapOutputKeyClass(Text.class); job.setMapOutputValueClass(SAMRecordWritable.class); job.setOutputKeyClass(Text.class); job.setOutputValueClass(SAMRecordWritable.class); job.setInputFormatClass(AnySAMInputFormat.class); job.setOutputFormatClass(TestBAM.MyOutputFormat.class); org.apache.hadoop.mapreduce.lib.input.FileInputFormat.addInputPath(job, new Path(args[0])); org.apache.hadoop.mapreduce.lib.output.FileOutputFormat.setOutputPath(job, new Path(args[1])); job.submit(); if (!job.waitForCompletion(true)) { System.err.println("sort :: Job failed."); return 1; } return 0; } public static void main(String[] args) throws Exception { if (args.length != 2) { System.out.printf("Usage: hadoop jar <name.jar> %s <input.bam> <output_directory>\n", TestBAM.class.getCanonicalName()); System.exit(0); } int res = ToolRunner.run(new Configuration(), new TestBAM(), args); System.exit(res); } } final class TestBAMMapper extends org.apache.hadoop.mapreduce.Mapper<LongWritable, SAMRecordWritable, Text, SAMRecordWritable> { @Override protected void map(LongWritable ignored, SAMRecordWritable wrec, org.apache.hadoop.mapreduce.Mapper<LongWritable, SAMRecordWritable, Text, SAMRecordWritable>.Context ctx) throws InterruptedException, IOException { final SAMRecord record = wrec.get(); int len = record.getInferredInsertSize();//record.getAlignmentEnd() - record.getAlignmentStart(); int chr = Integer.parseInt(record.getReferenceName()); if (Math.abs(len) > 1000 && chr == 20) { System.out.println(record.toString()); System.out.println("AbsLen:" + Integer.toString(Math.abs(len))); ctx.write(new Text(wrec.get().getReadName()), wrec); } } } final class TestBAMReducer extends org.apache.hadoop.mapreduce.Reducer<Text, SAMRecordWritable, Text, SAMRecordWritable> { @Override protected void reduce(Text key, Iterable<SAMRecordWritable> records, org.apache.hadoop.mapreduce.Reducer<Text, SAMRecordWritable, Text, SAMRecordWritable>.Context ctx) throws IOException, InterruptedException { final Iterator<SAMRecordWritable> it = records.iterator(); while (it.hasNext()) { SAMRecordWritable a = it.next(); System.out.println("writing; " + a.get().toString()); ctx.write(key, a); } } }