Hi, I am a new hadoop developer and am struggling to understand why I cannot pass TupleWritable between a map and reduce function. I have modified the wordcount example to demonstrate the issue. Also I am using hadoop 0.17.1.
package wordcount; import java.io.IOException; import java.util.*; import org.apache.hadoop.fs.Path; import org.apache.hadoop.io.*; import org.apache.hadoop.mapred.*; import org.apache.hadoop.mapred.join.*; public class WordCount { public static class Map extends MapReduceBase implements Mapper<LongWritable, Text, Text, TupleWritable> { private final static IntWritable one = new IntWritable(1); private Text word = new Text(); public void map(LongWritable key, Text value, OutputCollector<Text, TupleWritable> output, Reporter reporter) throws IOException { String line = value.toString(); StringTokenizer tokenizer = new StringTokenizer(line); TupleWritable tuple = new TupleWritable(new Writable[] { one } ); while (tokenizer.hasMoreTokens()) { word.set(tokenizer.nextToken()); output.collect(word, tuple); } } } public static class Reduce extends MapReduceBase implements Reducer<Text, TupleWritable, Text, TupleWritable> { public void reduce(Text key, Iterator<TupleWritable> values, OutputCollector<Text, TupleWritable> output, Reporter reporter) throws IOException { IntWritable i = new IntWritable(); int sum = 0; while (values.hasNext()) { i = ((IntWritable) values.next().get(0)); sum += i.get(); } TupleWritable tuple = new TupleWritable(new Writable[] { new IntWritable(sum) } ); output.collect(key, tuple); } } public static void main(String[] args) throws Exception { JobConf conf = new JobConf(WordCount.class); conf.setJobName("wordcount"); conf.setOutputKeyClass(Text.class); conf.setOutputValueClass(TupleWritable.class); conf.setMapperClass(Map.class); conf.setReducerClass(Reduce.class); conf.setInputFormat(TextInputFormat.class); conf.setOutputFormat(TextOutputFormat.class); FileInputFormat.setInputPaths(conf, new Path(args[0])); FileOutputFormat.setOutputPath(conf, new Path(args[1])); JobClient.runJob(conf); } } The output is always empty tuples ('[]'). Using the debugger, I have determined that the line: TupleWritable tuple = new TupleWritable(new Writable[] { one } ); Is properly constructing the desired tuple. I am not sure if it is being outputed correctly by output.collect as I cannot find the field in the OutputCollector data structure. When I check in the reduce method the values are always empty tuples. I have a feeling it has something to do with this line in the JavaDoc: TupleWritable(Writable[] vals) Initialize tuple with storage; unknown whether any of them contain "written" values. Thanks in advance for any all help, Michael