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Mara - Java Annotations Framework for MapReduce on Hadoop
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package com.conversantmedia.mapreduce.example.avro;
/*
* #%L
* Mara Framework Examples
* ~~
* Copyright (C) 2015 Conversant
* ~~
* Licensed under the Apache License, Version 2.0 (the "License");
* you may not use this file except in compliance with the License.
* You may obtain a copy of the License at
*
* http://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS,
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
* See the License for the specific language governing permissions and
* limitations under the License.
* #L%
*/
import java.io.IOException;
import org.apache.avro.mapred.AvroKey;
import org.apache.avro.mapreduce.AvroMultipleOutputs;
import org.apache.hadoop.io.LongWritable;
import org.apache.hadoop.io.NullWritable;
import org.apache.hadoop.io.Text;
import org.apache.hadoop.mapreduce.Reducer;
import org.springframework.stereotype.Service;
import com.conversantmedia.mapreduce.tool.annotation.AvroNamedOutput;
import com.dotomi.mapreduce.example.avro.AvroExample;
/**
*
*
*/
@Service
public class AvroWordCountReducer extends
Reducer, NullWritable> {
@AvroNamedOutput(record = AvroExample.class)
private AvroMultipleOutputs avroMultiOut;
private final AvroKey aKey = new AvroKey<>();
@Override
protected void reduce(Text key, Iterable values, Context context)
throws IOException, InterruptedException {
int sum = 0;
for (LongWritable value : values) {
sum += value.get();
}
AvroExample.Builder builder = AvroExample.newBuilder();
builder.setWord(key.toString());
builder.setFrequency(sum);
AvroExample datum = builder.build();
aKey.datum(datum);
context.write(aKey, NullWritable.get());
avroMultiOut.write(aKey, NullWritable.get(), "avroMulti");
}
}
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