Thanks Alex. Looks great. You want me to add it to the wiki? (Or you
could do it yourself).
Yours does something slightly different it seems; you hardcode the
column name and do a count of splits[1]. You might add to the class
comment a description of what your MR job does.
St.Ack
Alex Newman wrote:
/// This is very close to the example in the javadoc
already(Bytes,BatchUpdate) instead of (text/mapwritable), and i find
it to be the easiest way to get people started/motivated with HBase.
package org.apache.hadoop.hbase.mapred;
import org.apache.hadoop.hbase.util.Bytes;
import java.io.IOException;
import java.util.Iterator;
import org.apache.hadoop.conf.Configuration;
import org.apache.hadoop.fs.Path;
import org.apache.hadoop.hbase.io.ImmutableBytesWritable;
import org.apache.hadoop.hbase.io.BatchUpdate;
import org.apache.hadoop.io.LongWritable;
import org.apache.hadoop.io.MapWritable;
import org.apache.hadoop.io.Text;
import org.apache.hadoop.mapred.JobClient;
import org.apache.hadoop.mapred.JobConf;
import org.apache.hadoop.mapred.MapReduceBase;
import org.apache.hadoop.mapred.Mapper;
import org.apache.hadoop.mapred.OutputCollector;
import org.apache.hadoop.mapred.Reporter;
import org.apache.hadoop.util.Tool;
import org.apache.hadoop.util.ToolRunner;
public class SampleUploader extends MapReduceBase
implements Mapper<LongWritable, Text, ImmutableBytesWritable, BatchUpdate>, Tool
{
private static final String NAME = "SampleUploader";
private Configuration conf;
public JobConf createSubmittableJob(String[] args) {
JobConf c = new JobConf(getConf(), SampleUploader.class);
c.setJobName(NAME);
c.setInputPath(new Path(args[0]));
c.setMapperClass(this.getClass());
c.setMapOutputKeyClass(ImmutableBytesWritable.class);
c.setMapOutputValueClass(BatchUpdate.class);
c.setReducerClass(TableUploader.class);
TableReduce.initJob(args[1], TableUploader.class, c);
return c;
}
public void map(LongWritable k, Text v,
OutputCollector<ImmutableBytesWritable, BatchUpdate> output, Reporter r)
throws IOException {
// Lines are space-delimited; first item is row, next the columnname and
// then the third the cell value.
String tmp = v.toString();
if (tmp.length() == 0) {
return;
}
String [] splits = v.toString().split(" ");
String row = splits[0];
BatchUpdate mw = new BatchUpdate(row);
mw.put( "count:", Bytes.toBytes(splits[1]));
r.setStatus("Map emitting " + row + " for record " + k.toString());
output.collect(new ImmutableBytesWritable(row.getBytes()), mw);
}
public static class TableUploader extends TableReduce<ImmutableBytesWritable,
BatchUpdate> {
@Override
public void reduce(ImmutableBytesWritable key, Iterator<BatchUpdate> values,
OutputCollector<ImmutableBytesWritable, BatchUpdate> output,
@SuppressWarnings("unused") Reporter reporter)
throws IOException {
while(values.hasNext()) {
output.collect(key, values.next());
}
}
}
static int printUsage() {
System.out.println(NAME + " <input> <table_name>");
return -1;
}
public int run(@SuppressWarnings("unused") String[] args) throws Exception {
// Make sure there are exactly 2 parameters left.
if (args.length != 2) {
System.out.println("ERROR: Wrong number of parameters: " +
args.length + " instead of 2.");
return printUsage();
}
JobClient.runJob(createSubmittableJob(args));
return 0;
}
System.out.println("ERROR: Wrong number of parameters: " +
args.length + " instead of 2.");
return printUsage();
}
JobClient.runJob(createSubmittableJob(args));
return 0;
}
public Configuration getConf() {
return this.conf;
}
public void setConf(final Configuration c) {
this.conf = c;
}
public static void main(String[] args) throws Exception {
int errCode = ToolRunner.run(new Configuration(), new SampleUploader(),
args);
System.exit(errCode);
}
}