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

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

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Introduction

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

Prototype

Job(JobStatus status, JobConf conf) throws IOException

Source Link

Usage

From source file:WordCount_SiCombiner.java

License:Apache License

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

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

    if (otherArgs.length != 2) {
        System.err.println("Usage: wordcount <in> <out>");
        System.exit(2);/*  w w  w.j a  v  a  2 s . c o m*/
    }
    Job job = new Job(conf, "word count");
    job.setJarByClass(WordCount_SiCombiner.class);
    job.setMapperClass(TokenizerMapper.class);

    job.setCombinerClass(IntSumReducer.class);

    // disable combiner
    // job.setCombinerClass(IntSumReducer.class);

    job.setPartitionerClass(WordPartition.class);
    job.setNumReduceTasks(5);

    job.setReducerClass(IntSumReducer.class);

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

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

From source file:GetRetweetersAndCountPerUser.java

License:Apache License

public static void main(String[] args) throws Exception {
    Configuration conf = new Configuration();
    String[] otherArgs = new GenericOptionsParser(conf, args).getRemainingArgs();
    if (otherArgs.length != 3) {
        System.err.println("Usage: GetRetweetersAndCountPerUser <in> <out> <num_reducers>");
        System.exit(2);//  w  ww .  j a  v a  2 s  . com
    }
    Job job = new Job(conf, "word count");
    job.setJarByClass(RetweetersPerUser.class);
    FileInputFormat.addInputPath(job, new Path(otherArgs[0]));
    System.out.println(otherArgs[0]);
    job.setMapperClass(TweetMapper.class);
    job.setCombinerClass(IntSumReducer.class);
    job.setReducerClass(IntSumReducer.class);
    job.setOutputKeyClass(IntWritable.class);
    job.setOutputValueClass(IntWritable.class);
    job.setNumReduceTasks(Integer.parseInt(args[2]));
    FileOutputFormat.setOutputPath(job, new Path(otherArgs[1]));

    if (job.waitForCompletion(true)) {
        FileSystem hdfs = FileSystem.get(new URI(args[1]), conf);
        Path dir = new Path(args[1]);
        PathFilter filter = new PathFilter() {
            public boolean accept(Path file) {
                return file.getName().startsWith("part-r-");
            }
        };

        HashMap<Integer, Integer> counts_for_user = new HashMap<Integer, Integer>();
        FileStatus[] files = hdfs.listStatus(dir, filter);
        Arrays.sort(files);
        for (int i = 0; i != files.length; i++) {
            Path pt = files[i].getPath();
            BufferedReader br = new BufferedReader(new InputStreamReader(hdfs.open(pt)));
            String line = null;
            while ((line = br.readLine()) != null) {
                String[] columns = new String[2];
                columns = line.split("\t");
                int key = Integer.parseInt(columns[0]);
                if (counts_for_user.containsKey(key))
                    counts_for_user.put(key, counts_for_user.get(key) + 1);
                else
                    counts_for_user.put(key, 1);
            }
            br.close();
        }

        FSDataOutputStream fsDataOutputStream = hdfs.create(new Path(otherArgs[1] + "_count"));
        PrintWriter writer = new PrintWriter(fsDataOutputStream);
        for (Entry<Integer, Integer> e : counts_for_user.entrySet()) {
            writer.write(e.getKey() + "\t" + e.getValue() + "\n");
        }
        writer.close();
        fsDataOutputStream.close();
        hdfs.close();
        System.exit(0);
    }
    System.exit(1);
}

From source file:WordCount_PerMapTally.java

License:Apache License

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

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

    if (otherArgs.length != 2) {
        System.err.println("Usage: wordcount <in> <out>");
        System.exit(2);/*from   w w  w  . j a va2s  . co  m*/
    }
    Job job = new Job(conf, "word count");
    job.setJarByClass(WordCount_PerMapTally.class);
    job.setMapperClass(TokenizerMapper.class);

    // disable combiner
    // job.setCombinerClass(IntSumReducer.class);

    job.setPartitionerClass(WordPartitioner.class);
    job.setNumReduceTasks(5);

    job.setReducerClass(IntSumReducer.class);
    job.setOutputKeyClass(Text.class);
    job.setOutputValueClass(IntWritable.class);
    FileInputFormat.addInputPath(job, new Path(otherArgs[0]));
    FileOutputFormat.setOutputPath(job, new Path(otherArgs[1]));
    System.exit(job.waitForCompletion(true) ? 0 : 1);
}

From source file:SiCombiner.java

License:Apache License

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: wordcount <in> <out>");
        System.exit(2);//  ww  w. j  av  a  2  s .  co  m
    }
    Job job = new Job(conf, "word count");
    job.setJarByClass(SiCombiner.class);
    job.setMapperClass(TokenizerMapper.class);
    // Aniket changes starts
    /* Here the partitioner is being called*/
    job.setPartitionerClass(WordPartitioner.class);
    // Aniket changes ends
    job.setCombinerClass(IntSumReducer.class);
    job.setReducerClass(IntSumReducer.class);
    job.setOutputKeyClass(Text.class);
    job.setOutputValueClass(IntWritable.class);
    FileInputFormat.addInputPath(job, new Path(otherArgs[0]));
    FileOutputFormat.setOutputPath(job, new Path(otherArgs[1]));
    System.exit(job.waitForCompletion(true) ? 0 : 1);
}

From source file:PerMapTally.java

License:Apache License

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: wordcount <in> <out>");
        System.exit(2);/*from   ww  w .  j  ava  2  s. c o m*/
    }
    Job job = new Job(conf, "word count");
    job.setJarByClass(PerMapTally.class);
    job.setMapperClass(TokenizerMapper.class);
    // Aniket changes starts
    /* Here the partitioner is being called*/
    job.setPartitionerClass(WordPartitioner.class);
    // Aniket changes ends
    // Part 3 Aniket changes starts
    /* Here I am just disabling the combiner */
    // job.setCombinerClass(IntSumReducer.class);
    // Part 3 Aniket changes ends
    job.setReducerClass(IntSumReducer.class);
    job.setOutputKeyClass(Text.class);
    job.setOutputValueClass(IntWritable.class);
    FileInputFormat.addInputPath(job, new Path(otherArgs[0]));
    FileOutputFormat.setOutputPath(job, new Path(otherArgs[1]));
    System.exit(job.waitForCompletion(true) ? 0 : 1);
}

From source file:WordCountCounters.java

License:Apache License

public int run(String[] args) throws Exception {
    Job job = new Job(getConf(), "wordcountcounters");
    job.setJarByClass(WordCountCounters.class);
    job.setMapperClass(SumMapper.class);

    job.setOutputKeyClass(Text.class);
    job.setOutputValueClass(LongWritable.class);
    FileOutputFormat.setOutputPath(job, new Path(OUTPUT_PATH_PREFIX));

    job.setInputFormatClass(ColumnFamilyInputFormat.class);

    ConfigHelper.setInputRpcPort(job.getConfiguration(), "9160");
    ConfigHelper.setInputInitialAddress(job.getConfiguration(), "localhost");
    ConfigHelper.setInputPartitioner(job.getConfiguration(), "org.apache.cassandra.dht.Murmur3Partitioner");
    ConfigHelper.setInputColumnFamily(job.getConfiguration(), WordCount.KEYSPACE,
            WordCountCounters.COUNTER_COLUMN_FAMILY);
    SlicePredicate predicate = new SlicePredicate()
            .setSlice_range(new SliceRange().setStart(ByteBufferUtil.EMPTY_BYTE_BUFFER)
                    .setFinish(ByteBufferUtil.EMPTY_BYTE_BUFFER).setCount(100));
    ConfigHelper.setInputSlicePredicate(job.getConfiguration(), predicate);

    job.waitForCompletion(true);/*from   w ww .  ja va2  s .c om*/
    return 0;
}

From source file:ImageDuplicatesRemover.java

License:Apache License

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

    //This is the line that makes the hadoop run locally
    //conf.set("mapred.job.tracker", "local");

    String[] otherArgs = new GenericOptionsParser(conf, args).getRemainingArgs();
    if (otherArgs.length != 2) {
        System.err.println("Usage: wordcount <in> <out>");
        System.exit(2);//w  w w. jav a2 s .c o m
    }
    Job job = new Job(conf, "image dups remover");
    job.setJarByClass(ImageDuplicatesRemover.class);
    job.setInputFormatClass(SequenceFileInputFormat.class);
    job.setMapperClass(ImageMd5Mapper.class);
    job.setReducerClass(ImageDupsReducer.class);
    //job.setNumReduceTasks(2);
    job.setOutputKeyClass(Text.class);
    job.setOutputValueClass(Text.class);
    FileInputFormat.addInputPath(job, new Path(otherArgs[0]));
    FileOutputFormat.setOutputPath(job, new Path(otherArgs[1]));
    System.exit(job.waitForCompletion(true) ? 0 : 1);

}

From source file:ReverseIndexer.java

License:Apache License

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: ReverseIndexer <output> <input file(s)>");
        System.exit(2);//from   w  w w  .  j a  v a  2 s  . c  o  m
    }
    Job job = new Job(conf, "reverse indexer");
    job.setJarByClass(ReverseIndexer.class);
    job.setMapperClass(IndexerMapper.class);
    job.setReducerClass(IndexerReducer.class);
    job.setMapOutputKeyClass(Text.class);
    job.setMapOutputValueClass(LineRecWritable.class);
    job.setOutputKeyClass(Text.class);
    job.setOutputValueClass(Text.class);
    for (int i = 1; i < otherArgs.length; i++) {
        FileInputFormat.addInputPath(job, new Path(otherArgs[i]));
    }
    FileOutputFormat.setOutputPath(job, new Path(otherArgs[0]));
    System.exit(job.waitForCompletion(true) ? 0 : 1);
}

From source file:Authset.java

License:Apache License

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: wordcount <in> [<in>...] <out>");
        System.exit(2);//w w w.  jav a  2s .c  o m
    }
    Job job = new Job(conf, "word count");
    job.setJarByClass(Authset.class);
    job.setMapperClass(TokenizerMapper.class);
    //job.setCombinerClass(IntSumReducer.class);
    job.setReducerClass(IntSumReducer.class);
    job.setOutputKeyClass(IntWritable.class);
    job.setOutputValueClass(NullWritable.class);
    job.setMapOutputKeyClass(IntWritable.class);
    job.setMapOutputValueClass(IntWritable.class);
    job.setNumReduceTasks(10);
    for (int i = 0; i < otherArgs.length - 1; ++i) {
        FileInputFormat.addInputPath(job, new Path(otherArgs[i]));
    }
    FileOutputFormat.setOutputPath(job, new Path(otherArgs[otherArgs.length - 1]));
    //DistributedCache.addCacheFile(new Path(otherArgs[0]).toUri(),
    //job.getConfiguration());

    //DistributedCache.setLocalFiles(job.getConfiguration(), otherArgs[0]);
    System.exit(job.waitForCompletion(true) ? 0 : 1);
}

From source file:RHBlockToKeyRangeIndex.java

License:Apache License

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: rhblockindex <in> <out>");
        System.exit(2);// ww w.  ja va2s  .c om
    }
    Job job = new Job(conf, "rhblockindex");
    job.setJarByClass(RHBlockToKeyRangeIndex.class);
    job.setMapperClass(RMapper.class);
    job.setCombinerClass(RReducer.class);
    job.setReducerClass(RReducer.class);
    job.setOutputKeyClass(Text.class);
    job.setOutputValueClass(IntWritable.class);

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