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@thejasmn
Created November 22, 2013 21:44
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mapreduce program using hcatalog to write output
public class WriteRC extends Configured implements Tool {
public static class Map extends
Mapper<WritableComparable, HCatRecord, WritableComparable, HCatRecord> {
String name;
Integer age;
Double gpa;
@Override
protected void map(
WritableComparable key,
HCatRecord value,
org.apache.hadoop.mapreduce.Mapper<WritableComparable, HCatRecord, WritableComparable, HCatRecord>.Context context)
throws IOException, InterruptedException {
name = value.get(0)==null?null:(String)value.get(0);
age = value.get(1)==null?null:(Integer)value.get(1);
gpa = value.get(2)==null?null:(Double)value.get(2);
if (gpa != null) gpa = Math.floor(gpa) + 0.1;
HCatRecord record = new DefaultHCatRecord(5);
record.set(0, name);
record.set(1, age);
record.set(2, gpa);
context.write(null, record);
}
}
public int run(String[] args) throws Exception {
Configuration conf = getConf();
args = new GenericOptionsParser(conf, args).getRemainingArgs();
String serverUri = args[0];
String inputTableName = args[1];
String outputTableName = args[2];
String dbName = null;
String principalID = System
.getProperty(HCatConstants.HCAT_METASTORE_PRINCIPAL);
if (principalID != null)
conf.set(HCatConstants.HCAT_METASTORE_PRINCIPAL, principalID);
Job job = new Job(conf, "WriteRC");
HCatInputFormat.setInput(job, InputJobInfo.create(dbName,
inputTableName, null, null));
// initialize HCatOutputFormat
job.setInputFormatClass(HCatInputFormat.class);
job.setJarByClass(WriteRC.class);
job.setMapperClass(Map.class);
job.setOutputKeyClass(WritableComparable.class);
job.setOutputValueClass(DefaultHCatRecord.class);
job.setNumReduceTasks(0);
HCatOutputFormat.setOutput(job, OutputJobInfo.create(dbName,
outputTableName, null));
HCatSchema s = HCatInputFormat.getTableSchema(job);
System.err.println("INFO: output schema explicitly set for writing:"
+ s);
HCatOutputFormat.setSchema(job, s);
job.setOutputFormatClass(HCatOutputFormat.class);
return (job.waitForCompletion(true) ? 0 : 1);
}
public static void main(String[] args) throws Exception {
int exitCode = ToolRunner.run(new WriteRC(), args);
System.exit(exitCode);
}
}
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