com.bazaarvoice.emodb.hadoop.examples.RowCount Maven / Gradle / Ivy
package com.bazaarvoice.emodb.hadoop.examples;
import com.bazaarvoice.emodb.hadoop.io.EmoFileSystem;
import com.bazaarvoice.emodb.hadoop.io.Row;
import com.bazaarvoice.emodb.hadoop.io.StashFileSystem;
import com.bazaarvoice.emodb.hadoop.mapreduce.EmoInputFormat;
import com.bazaarvoice.emodb.sor.api.Intrinsic;
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.Mapper;
import org.apache.hadoop.mapreduce.Reducer;
import org.apache.hadoop.mapreduce.lib.output.FileOutputFormat;
import java.io.IOException;
import static com.google.common.base.Preconditions.checkArgument;
/**
* Simple example MapReduce job which counts the number of rows in a given list of tables.
*
* Usage example:
*
* java com.bazaarvoice.emodb.hadoop.examples.RowCount emodb://ci.us/review:testcustomer emodb://ci.us/question:testcustomer /path/to/results/output/dir
*/
public class RowCount {
public static class RowMapper
extends Mapper{
private final static IntWritable _one = new IntWritable(1);
private Text _tableName = new Text();
public void map(Text key, Row value, Context context)
throws IOException, InterruptedException {
_tableName.set(Intrinsic.getTable(value.getMap()));
context.write(_tableName, _one);
}
}
public static class CountReducer
extends Reducer {
private IntWritable _count = new IntWritable();
public void reduce(Text key, Iterable values,
Context context
) throws IOException, InterruptedException {
int count = 0;
for (IntWritable val : values) {
count += val.get();
}
_count.set(count);
context.write(key, _count);
}
}
public static void main(String[] args) throws Exception {
checkArgument(args.length >= 2, "Input table and output directory required");
Configuration conf = new Configuration();
conf.setClass("fs.emodb.impl", EmoFileSystem.class, FileSystem.class);
conf.setClass("fs.emostash.impl", StashFileSystem.class, FileSystem.class);
Job job = Job.getInstance(conf, "row count");
job.setJarByClass(RowCount.class);
job.setMapperClass(RowMapper.class);
job.setCombinerClass(CountReducer.class);
job.setReducerClass(CountReducer.class);
job.setOutputKeyClass(Text.class);
job.setOutputValueClass(IntWritable.class);
job.setInputFormatClass(EmoInputFormat.class);
for (int i=0; i < args.length-1; i++) {
EmoInputFormat.addInputTable(job, args[i]);
}
FileOutputFormat.setOutputPath(job, new Path(args[args.length-1]));
System.exit(job.waitForCompletion(true) ? 0 : 1);
}
}
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