Created
August 29, 2012 02:07
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mongo-hadoop multipleInput example
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public class MultipleDriver extends Configured implements Tool { | |
/** Logger */ | |
public static final Log log = | |
LogFactory.getLog(HadongoDriver.class); | |
public static void main (String[] args) throws Exception { | |
log.info("*** start mapreduce ***"); | |
int exitCode = ToolRunner.run(new MultipleDriver(), args); | |
log.info("**** end mapreduce ****"); | |
System.exit(exitCode); | |
} | |
@Override | |
public int run(String[] arg0) throws Exception { | |
Configuration conf = this.getConf(); | |
MongoConfigUtil.setShardChunkSplittingEnabled(conf, true); | |
MongoConfigUtil.setReadSplitsFromShards(conf, false); | |
MongoConfigUtil.setReadSplitsFromSecondary(conf, true); | |
MongoConfigUtil.setOutputURI( conf, "mongodb://localhost:27017/multiple.myout"); | |
Job job = new Job(conf, "multipleJob"); | |
MongoMultipleInputs.addInputPath(job, "mongodb://localhost:27017/multiple.in1", | |
MongoInputFormat.class, MultipleMapper.class, "{name: {$lte: 10}}"); | |
MongoMultipleInputs.addInputPath(job, "mongodb://localhost:27017/multiple.in2", | |
MongoInputFormat.class, MultipleMapper2.class, "{name: {$gt:10, $lte: 20}}"); | |
MongoMultipleInputs.addInputPath(job, "mongodb://localhost:27017/multiple.in3", | |
MongoInputFormat.class, MultipleMapper3.class); | |
log.info(job.getConfiguration().get("mongo.input.request")); | |
job.setJarByClass(MultipleDriver.class); | |
job.setReducerClass( MultipleReducer.class ); | |
job.setOutputFormatClass( MongoOutputFormat.class ); | |
job.setMapOutputKeyClass( BSONWritable.class ); | |
job.setMapOutputValueClass( BSONWritable.class ); | |
job.setOutputKeyClass( BSONWritable.class ); | |
job.setOutputValueClass( BSONWritable.class ); | |
boolean success = false; | |
success = job.waitForCompletion(true); | |
return success ? 1 : 0; | |
} | |
} |
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public class CountMapper extends Mapper { | |
public void map( Object key , BSONObject value , Context context ) throws ClassCastException, | |
IOException, InterruptedException{ | |
context.write(new BSONWritable((BasicDBObject) key.get("name"), 1); | |
} | |
} |
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