Example usage for org.apache.hadoop.mapreduce Job setReducerClass

List of usage examples for org.apache.hadoop.mapreduce Job setReducerClass

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Introduction

In this page you can find the example usage for org.apache.hadoop.mapreduce Job setReducerClass.

Prototype

public void setReducerClass(Class<? extends Reducer> cls) throws IllegalStateException

Source Link

Document

Set the Reducer for the job.

Usage

From source file:adts.SuccessfullQueries.java

License:Open Source License

public static void main(String[] args) throws Exception {
    Configuration conf = new Configuration();

    Job job = new Job(conf, "SuccessfullQueries");
    job.setJarByClass(SuccessfullQueries.class);

    job.setOutputKeyClass(Text.class);
    job.setOutputValueClass(IntWritable.class);

    job.setMapperClass(Map.class);
    job.setReducerClass(Reduce.class);

    job.setInputFormatClass(TextInputFormat.class);
    job.setOutputFormatClass(TextOutputFormat.class);

    FileInputFormat.addInputPath(job, new Path(args[0]));
    FileOutputFormat.setOutputPath(job, new Path(args[1]));

    job.waitForCompletion(true);//from w w w .ja v  a2  s.  c o  m
}

From source file:AllLab_Skeleton.Lab1.Lab1_Wordcount.java

/**
 * @param args the command line arguments
 */// w ww.j  av a2 s.co  m
public static void main(String[] args) throws IOException, InterruptedException, ClassNotFoundException {
    Configuration conf = new Configuration();
    Job job = Job.getInstance(conf, "word count");
    job.setJarByClass(Lab1_Wordcount.class);
    job.setMapperClass(WordCount_Mapper.class);
    job.setCombinerClass(WordCount_Reducer.class);
    job.setReducerClass(WordCount_Reducer.class);
    job.setOutputKeyClass(Text.class);
    job.setOutputValueClass(IntWritable.class);
    FileInputFormat.addInputPath(job, new Path(args[0]));
    FileOutputFormat.setOutputPath(job, new Path(args[1]));
    System.exit(job.waitForCompletion(true) ? 0 : 1);
}

From source file:AllLab_Skeleton.Lab2.Lab2SecondarySort.java

/**
 * @param args the command line arguments
 *//*from  www  .  java  2 s. com*/
public static void main(String[] args) {

    try {
        Configuration conf = new Configuration();
        Job job = Job.getInstance(conf, "SecondarySort");
        job.setJarByClass(Lab2SecondarySort.class);

        job.setMapperClass(Lab2Mapper.class);
        job.setMapOutputKeyClass(CompositeKeyWritable.class);
        job.setMapOutputValueClass(NullWritable.class);

        job.setPartitionerClass(Lab2Partitioner.class);
        job.setGroupingComparatorClass(Lab2GroupComparator.class);

        job.setReducerClass(Lab2Reducer.class);
        job.setOutputKeyClass(CompositeKeyWritable.class);
        job.setOutputValueClass(NullWritable.class);

        job.setNumReduceTasks(8);

        FileInputFormat.addInputPath(job, new Path(args[0]));
        FileOutputFormat.setOutputPath(job, new Path(args[1]));

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

    } catch (IOException | InterruptedException | ClassNotFoundException ex) {
        System.out.println("Erorr Message" + ex.getMessage());
    }
}

From source file:AllLab_Skeleton.Lab4.Lab4_Std_dev.java

public static void main(String[] args) throws IOException, InterruptedException, ClassNotFoundException {
    Configuration conf = new Configuration();
    Job job = Job.getInstance(conf, "medianstd");
    job.setJarByClass(Lab4_Std_dev.class);
    job.setMapperClass(Map.class);
    job.setMapOutputKeyClass(Text.class);
    job.setMapOutputValueClass(DoubleWritable.class);

    job.setReducerClass(Reduce.class);
    job.setOutputKeyClass(Text.class);
    job.setOutputValueClass(MedianSDCustomWritable.class);
    FileInputFormat.addInputPath(job, new Path(args[0]));
    FileOutputFormat.setOutputPath(job, new Path(args[1]));

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

}

From source file:AllLab_Skeleton.Lab6.ReduceSideJoin.java

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

    Configuration conf = new Configuration();

    Job job = Job.getInstance(conf, "ReduceSideJoin");
    job.setJarByClass(ReduceSideJoin.class);

    // Use MultipleInputs to set which input uses what mapper
    // This will keep parsing of each data set separate from a logical
    // standpoint
    // The first two elements of the args array are the two inputs
    MultipleInputs.addInputPath(job, new Path(args[0]), TextInputFormat.class, UserJoinMapper.class);
    MultipleInputs.addInputPath(job, new Path(args[1]), TextInputFormat.class, CommentJoinMapper.class);
    job.getConfiguration().set("join.type", "leftouter");
    //job.setNumReduceTasks(0);
    job.setReducerClass(UserJoinReducer.class);

    job.setOutputFormatClass(TextOutputFormat.class);
    TextOutputFormat.setOutputPath(job, new Path(args[2]));

    job.setOutputKeyClass(Text.class);
    job.setOutputValueClass(Text.class);

    job.waitForCompletion(true);//from www . j  a  va 2s.c om
}

From source file:alluxio.checker.MapReduceIntegrationChecker.java

License:Apache License

/**
 * Implements MapReduce with Alluxio integration checker.
 *
 * @return 0 for success, 2 for unable to find Alluxio classes, 1 otherwise
 *///w  w  w . j  ava  2s .c  o  m
private int run(String[] args) throws Exception {
    Configuration conf = new Configuration();
    String numMaps = new GenericOptionsParser(conf, args).getRemainingArgs()[0];
    conf.set(MRJobConfig.NUM_MAPS, numMaps);
    createHdfsFilesystem(conf);

    Job job = Job.getInstance(conf, "MapReduceIntegrationChecker");
    job.setJarByClass(MapReduceIntegrationChecker.class);
    job.setMapperClass(CheckerMapper.class);
    job.setCombinerClass(CheckerReducer.class);
    job.setReducerClass(CheckerReducer.class);
    job.setOutputKeyClass(Text.class);
    job.setOutputValueClass(Text.class);
    job.setInputFormatClass(EmptyInputFormat.class);
    FileOutputFormat.setOutputPath(job, mOutputFilePath);

    try {
        if (!job.waitForCompletion(true)) {
            return 1;
        }
        Status resultStatus = generateReport();
        return resultStatus.equals(Status.SUCCESS) ? 0
                : (resultStatus.equals(Status.FAIL_TO_FIND_CLASS) ? 2 : 1);
    } finally {
        if (mFileSystem.exists(mOutputFilePath)) {
            mFileSystem.delete(mOutputFilePath, true);
        }
        mFileSystem.close();
    }
}

From source file:alluxio.examples.keyvalue.hadoop.CloneStoreMapReduce.java

License:Apache License

/**
 * @param args two parameters, the first is the input key-value store path, the second is the
 *    output key-value store path/*from w w w. j av a  2 s  .com*/
 * @throws Exception if any exception happens
 */
public static void main(String[] args) throws Exception {
    Configuration conf = new Configuration();

    // NOTE(binfan): we are using the deprecated constructor of Job instance to compile with
    // hadoop-1.0. If this is not a concern, a better way is
    //     Job job = Job.getInstance(conf);
    Job job = new Job(conf);

    job.setJobName("CloneStoreMapReduce");
    job.setJarByClass(CloneStoreMapReduce.class);

    job.setOutputKeyClass(BytesWritable.class);
    job.setOutputValueClass(BytesWritable.class);

    job.setMapperClass(CloneStoreMapper.class);
    job.setReducerClass(CloneStoreReducer.class);

    job.setInputFormatClass(KeyValueInputFormat.class);
    job.setOutputFormatClass(KeyValueOutputFormat.class);

    FileInputFormat.setInputPaths(job, new Path(args[0]));
    FileOutputFormat.setOutputPath(job, new Path(args[1]));

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

From source file:Analysis.A1_Total_Unique_Artists_on_Service.Distinct_Artist_Driver.java

/**
 * @param args the command line arguments
 *///from w  ww . j a  va2 s.  c o  m

public static void main(String[] args) throws IOException, InterruptedException, ClassNotFoundException {
    Configuration conf = new Configuration();
    Job job = Job.getInstance(conf, "Distinct Artists available on Service");
    job.setJarByClass(Distinct_Artist_Driver.class);
    job.setMapperClass(Distinct_Artist_Mapper.class);
    job.setCombinerClass(Distinct_Artist_Reducer.class);
    job.setReducerClass(Distinct_Artist_Reducer.class);
    job.setOutputKeyClass(Text.class);
    job.setOutputValueClass(NullWritable.class);
    FileInputFormat.addInputPath(job, new Path(args[0]));
    FileOutputFormat.setOutputPath(job, new Path(args[1]));
    System.exit(job.waitForCompletion(true) ? 0 : 1);
}

From source file:Analysis.A2_Top_20_Most_Popular_Artists.Top_20_Most_Popular_Artist_Driver.java

/**
 * @param args the command line arguments
 *//*  w ww.j  a  v  a2s  . c  o m*/

public static void main(String[] args) throws IOException, InterruptedException, ClassNotFoundException {
    Configuration conf = new Configuration();
    Job job = Job.getInstance(conf, "Top 20 most popular artist ");
    job.setJarByClass(Top_20_Most_Popular_Artist_Driver.class);

    job.setMapperClass(Top_20_Most_Popular_Artist_Mapper.class);
    job.setMapOutputKeyClass(Text.class);
    job.setMapOutputValueClass(IntWritable.class);

    job.setNumReduceTasks(1);
    job.setCombinerClass(Top_20_Most_Popular_Artist_Combiner.class);
    job.setReducerClass(Top_20_Most_Popular_Artist_Reducer.class);
    job.setOutputKeyClass(NullWritable.class);
    job.setOutputValueClass(IntWritable.class);

    FileInputFormat.addInputPath(job, new Path(args[0]));
    FileOutputFormat.setOutputPath(job, new Path(args[1]));

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

From source file:Analysis.A3_Total_Users_By_Gender.User_Gender_Count_Driver.java

/**
 * @param args the command line arguments
 *///from   w w  w  .j  av a 2  s. c om

public static void main(String[] args) throws IOException, InterruptedException, ClassNotFoundException {
    Configuration conf = new Configuration();
    Job job = Job.getInstance(conf, "Genderwise Demography on Service");
    job.setJarByClass(User_Gender_Count_Driver.class);
    job.setMapperClass(User_Gender_Count_Mapper.class);

    job.setCombinerClass(User_Gender_Count_Reducer.class);
    job.setReducerClass(User_Gender_Count_Reducer.class);

    job.setOutputKeyClass(Text.class);
    job.setOutputValueClass(IntWritable.class);

    FileInputFormat.addInputPath(job, new Path(args[0]));
    FileOutputFormat.setOutputPath(job, new Path(args[1]));
    System.exit(job.waitForCompletion(true) ? 0 : 1);
}