I have a MapReduce job that reads in avro data and then is supposed to output avro data. However, when I check the output files when the job succeeds, they do not have the .avro extension and I am able to view them with simple text editors.
I have my Driver configured to output avro so I'm not sure what the problem is and any help would be greatly appreciated.
Here is my Driver class:
public class Driver extends Configured implements Tool{
public static void main(String[] args) throws Exception {
int res =
ToolRunner.run(new Configuration(), new Driver(), args);
System.exit(res);
}
@Override
public int run(String[] args) throws Exception {
Job job = new Job(getConf());
job.setJarByClass(Driver.class);
job.setJobName("nearestpatient");
AvroJob.setOutputKeySchema(job, Pair.getPairSchema(Schema.create(Schema.Type.LONG), Schema.create(Schema.Type.STRING)));
job.setOutputValueClass(NullWritable.class);
job.setMapperClass(PatientMapper.class);
job.setReducerClass(PatientReducer.class);
job.setInputFormatClass(AvroKeyInputFormat.class);
AvroJob.setInputKeySchema(job, PatientAvro.getClassSchema());
job.setMapOutputKeyClass(LongWritable.class);
job.setMapOutputValueClass(LongWritable.class);
FileInputFormat.setInputPaths(job, new Path(args[0]));
FileOutputFormat.setOutputPath(job, new Path(args[1]));
job.waitForCompletion(true);
return 0;
}
}
And here is my Reducer class:
public class PatientReducer extends Reducer<LongWritable, LongWritable, AvroWrapper<Pair<Long, String>>, NullWritable> {
@Override
public void reduce(LongWritable providerKey, Iterable<LongWritable> patients, Context context) throws IOException, InterruptedException {
String outputList = "[";
`enter code here` List<Long> patientList = new ArrayList<>();
for (LongWritable patientKey : patients) {
outputList += new LongWritable(patientKey.get()) + ", ";
}
outputList = outputList.substring(0, outputList.length() - 2);
outputList += "]";
context.write(new AvroWrapper<Pair<Long, String>>(new Pair<Long, String> (providerKey.get(), outputList)), NullWritable.get());
}
}
In your run() method you need to add the following