java - reducer 不工作或永不接听电话

Question

驱动类别:

import java.io.IOException;
import org.apache.hadoop.conf.Configuration;
import org.apache.hadoop.fs.Path;
import org.apache.hadoop.io.LongWritable;
import org.apache.hadoop.io.NullWritable;
import org.apache.hadoop.io.Text;
import org.apache.hadoop.mapreduce.Job;
import org.apache.hadoop.mapreduce.lib.input.FileInputFormat;
import org.apache.hadoop.mapreduce.lib.input.TextInputFormat;
import org.apache.hadoop.mapreduce.lib.output.FileOutputFormat;
import org.apache.hadoop.mapreduce.lib.output.TextOutputFormat;

public class DRIVER {


public static void main(String arg[]) 
{
    try{
    Path in = new Path("aamazon.txt");
    Path out = new Path("/output");

    Configuration conf = new Configuration();

    Job job = Job.getInstance(conf);
    job.setJarByClass(DRIVER.class);
    job.setMapperClass(MAPPER.class);
    job.setReducerClass(REDUCER.class);
    job.setNumReduceTasks(0);

    FileInputFormat.addInputPath(job, in);
    FileOutputFormat.setOutputPath(job, out);

    job.waitForCompletion(true);

    System.out.println("Successful");}

    catch(Exception e){
        System.out.println(e.getMessage());
    }


}
}

映射器类:

import java.io.IOException;
import org.apache.hadoop.io.LongWritable;
import org.apache.hadoop.io.NullWritable;
import org.apache.hadoop.io.Text;
import org.apache.hadoop.mapreduce.Mapper;

public class MAPPER extends Mapper<LongWritable,Text,LongWritable,Text>{

@Override
public void map(LongWritable key,Text value,Context con) 
{
    try
    {

        System.out.println(key +"\n"+ value);
        con.write(key, value);

    }

    catch(Exception e)
    {
        System.out.println(e.getMessage()); 
    }
}
}

reducer 类:

import java.io.IOException;
import org.apache.hadoop.io.LongWritable;
import org.apache.hadoop.io.NullWritable;
import org.apache.hadoop.io.Text;
import org.apache.hadoop.mapreduce.Reducer;

public class REDUCER extends Reducer<LongWritable,Text,LongWritable,Text>{

@Override
public void reduce(LongWritable key,Iterable<Text> value , Context con) 
{
    System.out.println("reducer");
    try{
    for(Text t:value)
    {

        con.write(key, t);
    }
    }
    catch (Exception e)
    {
        System.out.println(e.getMessage());
    }
}
}

问题:

执行工作直到Mapper

Reducer永远不会被称为

如果设置了setNumReduceTasks(0)，则Mapper不会被称为

任何想法有什么问题吗？

Answer 1

您已将reduce任务的数量设置为零。

    Job job = Job.getInstance(conf);
    job.setJarByClass(DRIVER.class);
    job.setMapperClass(MAPPER.class);
    job.setReducerClass(REDUCER.class);
    job.setNumReduceTasks(0); // this should be greater than 0

即使在那之后，如果它不起作用，请检查您是否对以下行的“/ output”路径具有权限-

    Path out = new Path("/output"); // it is in the root folder. change it to "./output"