package tap.sample;
import tap.CommandOptions;
import tap.Pipe;
import tap.Tap;
import tap.TapMapper;
import tap.TapReducer;
import tap.core.*;
import tap.sample.WordCountProtobufInput.CountRec;
public class WordCountProtoInStringOut {
public static void main(String[] args) throws Exception {
CommandOptions o = new CommandOptions(args);
/* Set up a basic pipeline of map reduce */
Tap wordcount = new Tap(o).named("wordcount");
/* Parse options - just use the standard options - input and output location, time window, etc. */
if (o.input == null) {
System.err.println("Must specify input directory");
return;
}
if (o.output == null) {
System.err.println("Must specify output directory");
return;
}
wordcount.createPhase().reads(o.input).writes(o.output).map(Mapper.class).
groupBy("word").reduce(Reducer.class);
wordcount.make();
}
public static class Mapper extends TapMapper<Protos.CountRec,CountRec> {
private static int i = 0;
private CountRec outrec = new CountRec();
@Override
public void map(Protos.CountRec in, Pipe<CountRec> out) {
outrec.word = in.getWord();
outrec.count = 1;
out.put(outrec);
if (i % 100 == 0) {
System.out.println("Mapper Word=" + outrec.word + " Count=" + outrec.count);
}
i++;
}
}
public static class Reducer extends TapReducer<CountRec,String> {
@Override
public void reduce(Pipe<CountRec> in, Pipe<String> out) {
String word = null;
int count = 0;
for (CountRec rec : in) {
if(word == null)
word = rec.word;
count += rec.count;
}
out.put(word + "-X-" + count);
}
}
}