hadoop-common-user mailing list archives

Site index · List index
Message view « Date » · « Thread »
Top « Date » · « Thread »
From "Laszlo Dosa" <laszlo.d...@fredhopper.com>
Subject SerializationFactory NullPointerException
Date Wed, 30 Jun 2010 08:29:48 GMT
Hi,

My input look like (userid, itemid) as follows:
...
122641863,5060057723326
123441107,9789020282948
...

I tried to write a MapReduce Job  with Mapper<Object, Text, IntWritable,
IntWritable>
that maps the row to userid as key and itemid as value
and a
Reducer<IntWritable,IntWritable,IntWritable,SequentialAccessSparseVector>
that instantiates a SequentialAccessSparseVector with itemid as key and
itemid as index and sum(itemid) as value.

I am getting this exception with the attached code:

2010-06-29 09:04:59,172 WARN org.apache.hadoop.mapred.TaskTracker: Error
running child
java.lang.NullPointerException
        at
org.apache.hadoop.io.serializer.SerializationFactory.getSerializer(Serializa
tionFactory.java:73)
        at
org.apache.hadoop.mapred.MapTask$MapOutputBuffer.<init>(MapTask.java:759)
        at
org.apache.hadoop.mapred.MapTask$NewOutputCollector.<init>(MapTask.java:487)
        at org.apache.hadoop.mapred.MapTask.runNewMapper(MapTask.java:575)
        at org.apache.hadoop.mapred.MapTask.run(MapTask.java:305)
        at org.apache.hadoop.mapred.Child.main(Child.java:170)


What I am doing wrong?

Regards,
Laszlo

 

import java.io.IOException;

import java.util.HashMap;

import java.util.Map;

 

import org.apache.hadoop.conf.Configuration;

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.input.FileInputFormat;

import org.apache.hadoop.mapreduce.lib.output.FileOutputFormat;

import org.apache.hadoop.util.GenericOptionsParser;

import org.apache.mahout.math.SequentialAccessSparseVector;

 

public class UserItemMatrix {

        public static class TokenizerMapper  extends Mapper<Object, Text,
IntWritable, IntWritable>{

               private final static String DELIMITER = ",";

 

               public void map(Object key, Text value, Context context)
throws IOException, InterruptedException {

                       String[] values = DELIMITER.split(value.toString());

                       IntWritable userId = new
IntWritable(Integer.parseInt(values[0]));

                       IntWritable itemId = new
IntWritable(Integer.parseInt(values[1]));

                       context.write(userId, itemId);

               }

        }

 

        public static class ItemReducer extends
Reducer<IntWritable,IntWritable,IntWritable,SequentialAccessSparseVector> {

               

               private SequentialAccessSparseVector vector = new
SequentialAccessSparseVector();

               

               public void reduce(IntWritable key, Iterable<IntWritable>
values, Context context) throws IOException, InterruptedException {

                       Map<Integer,Integer> cooccurence = new
HashMap<Integer,Integer>();

                       for (IntWritable val : values) {

                               int num = cooccurence.get(val.get());

                               num++;

                               cooccurence.put(val.get(), num);

                       }

                       for(Map.Entry<Integer, Integer> entry :
cooccurence.entrySet()) {

                               vector.set(entry.getKey(), entry.getValue());

                       }

                       context.write(key, vector);

               }

        }

 

        public static void main(String[] args) throws Exception {

               Configuration conf = new Configuration();

               String[] otherArgs = new GenericOptionsParser(conf,
args).getRemainingArgs();

               if (otherArgs.length != 2) {

                       System.err.println("Usage: User Item cooccurence
matrix <in> <out>");

                       System.exit(2);

               }

               

               Job job = new Job(conf, "User Item cooccurence matrix");

               job.setJarByClass(UserItemMatrix.class);

               job.setMapperClass(TokenizerMapper.class);

               job.setCombinerClass(ItemReducer.class);

               job.setReducerClass(ItemReducer.class);

               job.setOutputKeyClass(IntWritable.class);

               job.setOutputValueClass(SequentialAccessSparseVector.class);

               FileInputFormat.addInputPath(job, new Path(otherArgs[0]));

               FileOutputFormat.setOutputPath(job, new Path(otherArgs[1]));

               System.exit(job.waitForCompletion(true) ? 0 : 1);

        }

}

 


Mime
  • Unnamed multipart/alternative (inline, None, 0 bytes)
View raw message