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