| /** |
| * 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.hama.examples; |
| |
| import java.io.IOException; |
| import java.util.Iterator; |
| |
| import org.apache.commons.logging.Log; |
| import org.apache.commons.logging.LogFactory; |
| import org.apache.hadoop.fs.FSDataInputStream; |
| import org.apache.hadoop.fs.FileStatus; |
| import org.apache.hadoop.fs.FileSystem; |
| import org.apache.hadoop.fs.Path; |
| import org.apache.hadoop.io.IOUtils; |
| import org.apache.hadoop.io.IntWritable; |
| import org.apache.hadoop.io.NullWritable; |
| import org.apache.hadoop.io.Text; |
| import org.apache.hama.HamaConfiguration; |
| import org.apache.hama.bsp.BSP; |
| import org.apache.hama.bsp.BSPJob; |
| import org.apache.hama.bsp.BSPPeer; |
| import org.apache.hama.bsp.Combiner; |
| import org.apache.hama.bsp.FileOutputFormat; |
| import org.apache.hama.bsp.NullInputFormat; |
| import org.apache.hama.bsp.TextOutputFormat; |
| import org.apache.hama.bsp.sync.SyncException; |
| |
| public class CombineExample { |
| private static Path TMP_OUTPUT = new Path("/tmp/combine-" |
| + System.currentTimeMillis()); |
| |
| private static enum CUSTOM_COUNTER { |
| CUSTOM_SEND_MESSAGE_COUNTER |
| } |
| |
| public static class MyBSP extends |
| BSP<NullWritable, NullWritable, Text, IntWritable, IntWritable> { |
| public static final Log LOG = LogFactory.getLog(MyBSP.class); |
| |
| @Override |
| public void bsp( |
| BSPPeer<NullWritable, NullWritable, Text, IntWritable, IntWritable> peer) |
| throws IOException, SyncException, InterruptedException { |
| for (String peerName : peer.getAllPeerNames()) { |
| peer.send(peerName, new IntWritable(1)); |
| peer.send(peerName, new IntWritable(2)); |
| peer.send(peerName, new IntWritable(3)); |
| |
| peer.getCounter(CUSTOM_COUNTER.CUSTOM_SEND_MESSAGE_COUNTER).increment(1); |
| } |
| peer.sync(); |
| |
| IntWritable received; |
| while ((received = peer.getCurrentMessage()) != null) { |
| peer.write(new Text("Sum = "), received); |
| } |
| } |
| |
| } |
| |
| public static class SumCombiner extends Combiner<IntWritable> { |
| |
| @Override |
| public IntWritable combine(Iterable<IntWritable> messages) { |
| int sum = 0; |
| |
| Iterator<IntWritable> it = messages.iterator(); |
| while (it.hasNext()) { |
| sum += it.next().get(); |
| } |
| |
| return new IntWritable(sum); |
| } |
| } |
| |
| static void printOutput(HamaConfiguration conf) throws IOException { |
| FileSystem fs = FileSystem.get(conf); |
| FileStatus[] files = fs.listStatus(TMP_OUTPUT); |
| for (int i = 0; i < files.length; i++) { |
| if (files[i].getLen() > 0) { |
| FSDataInputStream in = fs.open(files[i].getPath()); |
| IOUtils.copyBytes(in, System.out, conf, false); |
| in.close(); |
| break; |
| } |
| } |
| |
| fs.delete(TMP_OUTPUT, true); |
| } |
| |
| public static void main(String[] args) throws InterruptedException, |
| IOException, ClassNotFoundException { |
| // BSP job configuration |
| HamaConfiguration conf = new HamaConfiguration(); |
| |
| BSPJob bsp = new BSPJob(conf, CombineExample.class); |
| // Set the job name |
| bsp.setJobName("Combine Example"); |
| bsp.setBspClass(MyBSP.class); |
| bsp.setCombinerClass(SumCombiner.class); |
| bsp.setInputFormat(NullInputFormat.class); |
| bsp.setOutputKeyClass(Text.class); |
| bsp.setOutputValueClass(IntWritable.class); |
| bsp.setOutputFormat(TextOutputFormat.class); |
| FileOutputFormat.setOutputPath(bsp, TMP_OUTPUT); |
| bsp.setNumBspTask(2); |
| |
| long startTime = System.currentTimeMillis(); |
| if (bsp.waitForCompletion(true)) { |
| printOutput(conf); |
| System.out.println("Job Finished in " |
| + (System.currentTimeMillis() - startTime) / 1000.0 + " seconds"); |
| } |
| |
| } |
| } |