| 1 | /** |
|---|
| 2 | * Program: DemoHBaseSink.java |
|---|
| 3 | * Editor: Waue Chen |
|---|
| 4 | * From : NCHC. Taiwn |
|---|
| 5 | * Last Update Date: 07/02/2008 |
|---|
| 6 | * Upgrade to 0.17 |
|---|
| 7 | * Re-code from : Cloud9: A MapReduce Library for Hadoop |
|---|
| 8 | */ |
|---|
| 9 | /* |
|---|
| 10 | * Cloud9: A MapReduce Library for Hadoop |
|---|
| 11 | */ |
|---|
| 12 | |
|---|
| 13 | package tw.org.nchc.demo; |
|---|
| 14 | |
|---|
| 15 | import java.io.IOException; |
|---|
| 16 | import java.util.Iterator; |
|---|
| 17 | |
|---|
| 18 | import org.apache.hadoop.fs.Path; |
|---|
| 19 | import org.apache.hadoop.hbase.io.ImmutableBytesWritable; |
|---|
| 20 | import org.apache.hadoop.hbase.mapred.TableReduce; |
|---|
| 21 | import org.apache.hadoop.io.LongWritable; |
|---|
| 22 | import org.apache.hadoop.io.MapWritable; |
|---|
| 23 | import org.apache.hadoop.io.Text; |
|---|
| 24 | import org.apache.hadoop.mapred.JobClient; |
|---|
| 25 | import org.apache.hadoop.mapred.JobConf; |
|---|
| 26 | import org.apache.hadoop.mapred.OutputCollector; |
|---|
| 27 | import org.apache.hadoop.mapred.Reporter; |
|---|
| 28 | import org.apache.hadoop.mapred.lib.IdentityMapper; |
|---|
| 29 | import org.apache.hadoop.mapred.lib.IdentityReducer; |
|---|
| 30 | |
|---|
| 31 | import tw.org.nchc.code.Convert; |
|---|
| 32 | |
|---|
| 33 | /** |
|---|
| 34 | * |
|---|
| 35 | */ |
|---|
| 36 | public class DemoHBaseSink { |
|---|
| 37 | |
|---|
| 38 | private static class ReduceClass extends TableReduce<LongWritable, Text> { |
|---|
| 39 | |
|---|
| 40 | // this is the column we're going to be writing |
|---|
| 41 | private static final Text col = new Text("default:text"); |
|---|
| 42 | |
|---|
| 43 | // this map holds the columns per row |
|---|
| 44 | private MapWritable map = new MapWritable(); |
|---|
| 45 | |
|---|
| 46 | public void reduce(LongWritable key, Iterator<Text> values, |
|---|
| 47 | OutputCollector<Text, MapWritable> output, Reporter reporter) |
|---|
| 48 | throws IOException { |
|---|
| 49 | |
|---|
| 50 | // contents must be ImmutableBytesWritable |
|---|
| 51 | ImmutableBytesWritable bytes = new ImmutableBytesWritable(values |
|---|
| 52 | .next().getBytes()); |
|---|
| 53 | |
|---|
| 54 | // populate the current row |
|---|
| 55 | map.clear(); |
|---|
| 56 | map.put(col, bytes); |
|---|
| 57 | |
|---|
| 58 | // add the row with the key as the row id |
|---|
| 59 | output.collect(new Text(key.toString()), map); |
|---|
| 60 | } |
|---|
| 61 | } |
|---|
| 62 | |
|---|
| 63 | private DemoHBaseSink() { |
|---|
| 64 | } |
|---|
| 65 | |
|---|
| 66 | /** |
|---|
| 67 | * Runs the demo. |
|---|
| 68 | */ |
|---|
| 69 | public static void main(String[] args) throws IOException { |
|---|
| 70 | String filename = "/shared/sample"; |
|---|
| 71 | |
|---|
| 72 | int mapTasks = 1; |
|---|
| 73 | int reduceTasks = 1; |
|---|
| 74 | |
|---|
| 75 | JobConf conf = new JobConf(DemoHBaseSink.class); |
|---|
| 76 | conf.setJobName("wordcount"); |
|---|
| 77 | |
|---|
| 78 | // must initialize the TableReduce before running job |
|---|
| 79 | TableReduce.initJob("test", ReduceClass.class, conf); |
|---|
| 80 | |
|---|
| 81 | conf.setNumMapTasks(mapTasks); |
|---|
| 82 | conf.setNumReduceTasks(reduceTasks); |
|---|
| 83 | // 0.16 |
|---|
| 84 | // conf.setInputPath(new Path(filename)); |
|---|
| 85 | Convert.setInputPath(conf, new Path(filename)); |
|---|
| 86 | |
|---|
| 87 | conf.setMapperClass(IdentityMapper.class); |
|---|
| 88 | conf.setCombinerClass(IdentityReducer.class); |
|---|
| 89 | conf.setReducerClass(ReduceClass.class); |
|---|
| 90 | |
|---|
| 91 | JobClient.runJob(conf); |
|---|
| 92 | } |
|---|
| 93 | } |
|---|