com.xiaomi.infra.galaxy.talos.mapreduce.example.TalosMessageCount Maven / Gradle / Ivy
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/**
* Copyright 2016, Xiaomi.
* All rights reserved.
* Author: [email protected]
*/
package com.xiaomi.infra.galaxy.talos.mapreduce.example;
import java.io.IOException;
import org.apache.hadoop.conf.Configuration;
import org.apache.hadoop.fs.FileSystem;
import org.apache.hadoop.fs.Path;
import org.apache.hadoop.io.IntWritable;
import org.apache.hadoop.io.Text;
import org.apache.hadoop.mapreduce.Job;
import org.apache.hadoop.mapreduce.Reducer;
import org.apache.hadoop.mapreduce.lib.output.FileOutputFormat;
import org.apache.hadoop.util.GenericOptionsParser;
import com.xiaomi.infra.galaxy.talos.mapreduce.input.TalosTopicInputFormat;
import com.xiaomi.infra.galaxy.talos.mapreduce.input.TalosTopicMapper;
import com.xiaomi.infra.galaxy.talos.mapreduce.input.model.TalosTopicKeyWritable;
import com.xiaomi.infra.galaxy.talos.mapreduce.input.model.TalosTopicMessageWritable;
public class TalosMessageCount {
public static class TalosMessageCountMapper extends
TalosTopicMapper {
private static final IntWritable one = new IntWritable(1);
@Override
protected void map(TalosTopicKeyWritable key, TalosTopicMessageWritable value,
Context context) throws IOException, InterruptedException {
context.write(new IntWritable(key.getPartitionId()), one);
}
}
public static class TalosMessageCountReducer
extends Reducer {
@Override
protected void reduce(IntWritable key, Iterable values, Context context) throws IOException, InterruptedException {
int sum = 0;
for (IntWritable intWritable : values) {
sum += intWritable.get();
}
context.write(new Text("Parititon:" + key.get()), new IntWritable(sum));
System.out.println("Partition: " + key.get() + " have number: " + sum);
}
}
public static void main(String[] args) throws Exception {
Configuration conf = new Configuration();
// Use GenericOptionsParse, supporting -D -conf etc.
String[] otherArgs = new GenericOptionsParser(conf, args).getRemainingArgs();
if (otherArgs.length != 1) {
System.err.println("Usage: wordcount ");
System.exit(2);
}
String output = otherArgs[0];
System.out.println("Running framework: " + conf.get("mapreduce.framework.name"));
System.out.println("File system: " + conf.get("fs.default.name"));
final FileSystem fs = FileSystem.get(conf);
if (conf.getBoolean("cleanup-output", true)) {
fs.delete(new Path(output), true);
}
conf.set("mapreduce.task.profile.reduces", "1"); // no reduces
Job job = new Job(conf, "CodeLab-TalosMessageCount");
job.setJarByClass(TalosMessageCount.class);
// setInputFormat related;
job.setInputFormatClass(TalosTopicInputFormat.class);
// set mapper related;
job.setMapperClass(TalosMessageCountMapper.class);
job.setMapOutputKeyClass(IntWritable.class);
job.setMapOutputValueClass(IntWritable.class);
// set reducer related;
job.setReducerClass(TalosMessageCountReducer.class);
// set outputFormat related;
FileOutputFormat.setOutputPath(job, new Path(output));
// job.setOutputFormatClass(FileOutputFormat.class);
job.setOutputKeyClass(Text.class);
job.setOutputValueClass(IntWritable.class);
try {
job.waitForCompletion(true);
} catch (NullPointerException e) {
e.printStackTrace(System.out);
e.printStackTrace();
}
System.out.println("job finished");
}
}