Example usage for org.apache.hadoop.mapred JobConf setMapOutputValueClass

Introduction

In this page you can find the example usage for org.apache.hadoop.mapred JobConf setMapOutputValueClass.

Prototype

public void setMapOutputValueClass(Class<?> theClass) 

Source Link

Document

Set the value class for the map output data.

Usage

From source file:com.liveramp.hank.hadoop.HadoopDomainCompactor.java

License:Apache License

@Override
protected void configureJob(JobConf conf) {
    // Input format
    conf.setInputFormat(HadoopDomainCompactorInputFormat.class);

    // Mappers//from  w w w .j av a2s .c o m
    conf.setMapperClass(HadoopDomainCompactorMapper.class);
    conf.setMapOutputKeyClass(KeyAndPartitionWritable.class);
    conf.setMapOutputValueClass(ValueWritable.class);

    // No reducers
    conf.setNumReduceTasks(0);

    // Output
    conf.setOutputKeyClass(KeyAndPartitionWritable.class);
    conf.setOutputValueClass(ValueWritable.class);
}

---

From source file:com.manning.hip.ch4.joins.improved.impl.OptimizedDataJoinJob.java

License:Apache License

public static JobConf createDataJoinJob(String args[]) throws IOException {

    String inputDir = args[0];//from   w  w w . j a  v a2 s  .c  o  m
    String outputDir = args[1];
    Class inputFormat = SequenceFileInputFormat.class;
    if (args[2].compareToIgnoreCase("text") != 0) {
        System.out.println("Using SequenceFileInputFormat: " + args[2]);
    } else {
        System.out.println("Using TextInputFormat: " + args[2]);
        inputFormat = TextInputFormat.class;
    }
    int numOfReducers = Integer.parseInt(args[3]);
    Class mapper = getClassByName(args[4]);
    Class reducer = getClassByName(args[5]);
    Class mapoutputValueClass = getClassByName(args[6]);
    Class outputFormat = TextOutputFormat.class;
    Class outputValueClass = Text.class;
    if (args[7].compareToIgnoreCase("text") != 0) {
        System.out.println("Using SequenceFileOutputFormat: " + args[7]);
        outputFormat = SequenceFileOutputFormat.class;
        outputValueClass = getClassByName(args[7]);
    } else {
        System.out.println("Using TextOutputFormat: " + args[7]);
    }
    long maxNumOfValuesPerGroup = 100;
    String jobName = "";
    if (args.length > 8) {
        maxNumOfValuesPerGroup = Long.parseLong(args[8]);
    }
    if (args.length > 9) {
        jobName = args[9];
    }
    Configuration defaults = new Configuration();
    JobConf job = new JobConf(defaults, OptimizedDataJoinJob.class);
    job.setJobName("DataJoinJob: " + jobName);

    FileSystem fs = FileSystem.get(defaults);
    fs.delete(new Path(outputDir));
    FileInputFormat.setInputPaths(job, inputDir);

    job.setInputFormat(inputFormat);

    job.setMapperClass(mapper);
    FileOutputFormat.setOutputPath(job, new Path(outputDir));
    job.setOutputFormat(outputFormat);
    SequenceFileOutputFormat.setOutputCompressionType(job, SequenceFile.CompressionType.BLOCK);
    job.setMapOutputKeyClass(CompositeKey.class);
    job.setMapOutputValueClass(mapoutputValueClass);
    job.setOutputKeyClass(Text.class);
    job.setOutputValueClass(outputValueClass);
    job.setReducerClass(reducer);

    job.setPartitionerClass(CompositeKeyPartitioner.class);
    job.setOutputKeyComparatorClass(CompositeKeyComparator.class);
    job.setOutputValueGroupingComparator(CompositeKeyOnlyComparator.class);

    job.setNumMapTasks(1);
    job.setNumReduceTasks(numOfReducers);
    job.setLong("datajoin.maxNumOfValuesPerGroup", maxNumOfValuesPerGroup);
    return job;
}

---

From source file:com.me.neu.Popular_question.Runner.java

public static void main(String[] args) throws Exception {
    JobConf conf = new JobConf(Runner.class);
    conf.setJobName("pop-ques");

    conf.setMapperClass(Mapper1.class);

    // conf.setOutputKeyComparatorClass(DescendingIntComparable.class);
    conf.setMapOutputKeyClass(Text.class);
    conf.setMapOutputValueClass(Text.class);

    conf.setReducerClass(Reducer1.class);

    // take the input and output from the command line
    FileInputFormat.setInputPaths(conf, new Path(args[0]));
    FileOutputFormat.setOutputPath(conf, new Path(args[1]));

    JobClient.runJob(conf);/*  ww  w .  j  a  va  2s.co  m*/

}

---

From source file:com.me.neu.popular_tag_year.Runner.java

public static void main(String[] args) throws Exception {
    JobConf conf = new JobConf(Runner.class);
    conf.setJobName("tag-year");

    conf.setMapperClass(Mapper1.class);

    // conf.setOutputKeyComparatorClass(DescendingIntComparable.class);
    conf.setMapOutputKeyClass(Text.class);
    conf.setMapOutputValueClass(Text.class);

    conf.setReducerClass(Reducer1.class);

    // take the input and output from the command line
    FileInputFormat.setInputPaths(conf, new Path(args[0]));
    FileOutputFormat.setOutputPath(conf, new Path(args[1]));

    JobClient.runJob(conf);// w  ww .j  a  v a 2 s  .  co  m

}

---

From source file:com.me.neu.stackoverflow.Runner.java

public static void main(String[] args) throws Exception {
    JobConf conf = new JobConf(Runner.class);
    conf.setJobName("tag-reco");

    conf.setMapperClass(Mapper1.class);

    conf.setMapOutputKeyClass(Text.class);
    conf.setMapOutputValueClass(Text.class);

    conf.setReducerClass(Reducer1.class);

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

    JobClient.runJob(conf);/*ww  w  .ja  v  a 2s  . c  o  m*/

}

---

From source file:com.mongodb.hadoop.examples.treasury.TreasuryYieldXMLConfigV2.java

License:Apache License

public int run(final String[] args) throws Exception {
    final Configuration conf = getConf();
    final JobConf job = new JobConf(conf);
    job.setReducerClass(TreasuryYieldReducerV2.class);
    job.setMapperClass(TreasuryYieldMapperV2.class);
    job.setOutputFormat(MongoOutputFormat.class);
    job.setOutputKeyClass(MongoConfigUtil.getOutputKey(conf));
    job.setOutputValueClass(MongoConfigUtil.getOutputValue(conf));
    job.setMapOutputKeyClass(MongoConfigUtil.getMapperOutputKey(conf));
    job.setMapOutputValueClass(MongoConfigUtil.getMapperOutputValue(conf));
    job.setInputFormat(MongoInputFormat.class);
    JobClient.runJob(job);/*w  w w .j  ava2  s.co  m*/
    return 0;
}

---

From source file:com.mongodb.hadoop.util.MongoTool.java

License:Apache License

private int runMapredJob(final Configuration conf) {
    final JobConf job = new JobConf(conf, getClass());
    /**/*  w  ww . java 2 s.co  m*/
     * Any arguments specified with -D <property>=<value>
     * on the CLI will be picked up and set here
     * They override any XML level values
     * Note that -D<space> is important - no space will
     * not work as it gets picked up by Java itself
     */
    // TODO - Do we need to set job name somehow more specifically?
    // This may or may not be correct/sane
    job.setJarByClass(getClass());
    final Class<? extends org.apache.hadoop.mapred.Mapper> mapper = MapredMongoConfigUtil.getMapper(conf);

    LOG.debug("Mapper Class: " + mapper);
    LOG.debug("Input URI: " + conf.get(MapredMongoConfigUtil.INPUT_URI));
    job.setMapperClass(mapper);
    Class<? extends org.apache.hadoop.mapred.Reducer> combiner = MapredMongoConfigUtil.getCombiner(conf);
    if (combiner != null) {
        job.setCombinerClass(combiner);
    }
    job.setReducerClass(MapredMongoConfigUtil.getReducer(conf));

    job.setOutputFormat(MapredMongoConfigUtil.getOutputFormat(conf));
    job.setOutputKeyClass(MapredMongoConfigUtil.getOutputKey(conf));
    job.setOutputValueClass(MapredMongoConfigUtil.getOutputValue(conf));
    job.setInputFormat(MapredMongoConfigUtil.getInputFormat(conf));
    Class mapOutputKeyClass = MapredMongoConfigUtil.getMapperOutputKey(conf);
    Class mapOutputValueClass = MapredMongoConfigUtil.getMapperOutputValue(conf);

    if (mapOutputKeyClass != null) {
        job.setMapOutputKeyClass(mapOutputKeyClass);
    }
    if (mapOutputValueClass != null) {
        job.setMapOutputValueClass(mapOutputValueClass);
    }

    /**
     * Determines if the job will run verbosely e.g. print debug output
     * Only works with foreground jobs
     */
    final boolean verbose = MapredMongoConfigUtil.isJobVerbose(conf);
    /**
     * Run job in foreground aka wait for completion or background?
     */
    final boolean background = MapredMongoConfigUtil.isJobBackground(conf);
    try {
        RunningJob runningJob = JobClient.runJob(job);
        if (background) {
            LOG.info("Setting up and running MapReduce job in background.");
            return 0;
        } else {
            LOG.info("Setting up and running MapReduce job in foreground, will wait for results.  {Verbose? "
                    + verbose + "}");
            runningJob.waitForCompletion();
            return 0;
        }
    } catch (final Exception e) {
        LOG.error("Exception while executing job... ", e);
        return 1;
    }

}

---

From source file:com.mycompany.app.TestStagingDirectoryPermissions.java

License:Apache License

@Test
public void perms() throws IOException, InterruptedException {
    MiniDFSCluster minidfs = null;//from  ww  w .  j  av a2  s .co m
    FileSystem fs = null;
    MiniMRClientCluster minimr = null;
    try {
        Configuration conf = new Configuration(true);
        conf.set("fs.permission.umask-mode", "0077");
        minidfs = new MiniDFSCluster.Builder(conf).build();
        minidfs.waitActive();

        fs = minidfs.getFileSystem();
        conf.set(FileSystem.FS_DEFAULT_NAME_KEY, fs.getUri().toString());
        Path p = path("/in");
        fs.mkdirs(p);

        FSDataOutputStream os = fs.create(new Path(p, "input.txt"));
        os.write("hello!".getBytes("UTF-8"));
        os.close();

        String user = UserGroupInformation.getCurrentUser().getUserName();
        Path home = new Path("/User/" + user);
        fs.mkdirs(home);
        minimr = MiniMRClientClusterFactory.create(this.getClass(), 1, conf);
        JobConf job = new JobConf(minimr.getConfig());

        job.setJobName("PermsTest");
        JobClient client = new JobClient(job);
        FileInputFormat.addInputPath(job, p);
        FileOutputFormat.setOutputPath(job, path("/out"));
        job.setInputFormat(TextInputFormat.class);
        job.setMapOutputKeyClass(Text.class);
        job.setMapOutputValueClass(Text.class);
        job.setOutputKeyClass(Text.class);
        job.setOutputValueClass(Text.class);

        job.setMapperClass(MySleepMapper.class);

        job.setNumReduceTasks(1);
        RunningJob submittedJob = client.submitJob(job);

        // Sleep for a bit to let localization finish
        System.out.println("Sleeping...");
        Thread.sleep(3 * 1000l);
        System.out.println("Done sleeping...");
        assertFalse(UserGroupInformation.isSecurityEnabled());

        Path stagingRoot = path("/tmp/hadoop-yarn/staging/" + user + "/.staging/");
        assertTrue(fs.exists(stagingRoot));
        assertEquals(1, fs.listStatus(stagingRoot).length);
        Path staging = fs.listStatus(stagingRoot)[0].getPath();
        Path jobXml = path(staging + "/job.xml");

        assertTrue(fs.exists(jobXml));

        FileStatus fileStatus = fs.getFileStatus(jobXml);
        System.out.println("job.xml permission = " + fileStatus.getPermission());
        assertTrue(fileStatus.getPermission().getOtherAction().implies(FsAction.READ));
        assertTrue(fileStatus.getPermission().getGroupAction().implies(FsAction.READ));

        submittedJob.waitForCompletion();
    } finally {
        if (minimr != null) {
            minimr.stop();
        }
        if (fs != null) {
            fs.close();
        }
        if (minidfs != null) {
            minidfs.shutdown(true);
        }
    }
}

---

From source file:com.mycompany.MyHadoopSamples1.TransposeJob.java

License:Apache License

public static Configuration buildTransposeJobConf(Configuration initialConf, Path matrixInputPath,
        Path matrixOutputPath, int numInputRows) throws IOException {
    JobConf conf = new JobConf(initialConf, TransposeJob.class);
    conf.setJobName("TransposeJob: " + matrixInputPath + " transpose -> " + matrixOutputPath);
    FileSystem fs = FileSystem.get(conf);
    matrixInputPath = fs.makeQualified(matrixInputPath);
    matrixOutputPath = fs.makeQualified(matrixOutputPath);
    conf.setInt(NUM_ROWS_KEY, numInputRows);

    FileInputFormat.addInputPath(conf, matrixInputPath);
    conf.setInputFormat(SequenceFileInputFormat.class);
    FileOutputFormat.setOutputPath(conf, matrixOutputPath);
    System.out.println("OUTPUT --> " + matrixOutputPath.toString());
    conf.setMapperClass(TransposeMapper.class);
    conf.setMapOutputKeyClass(IntWritable.class);
    conf.setMapOutputValueClass(VectorWritable.class);
    conf.setCombinerClass(MergeVectorsCombiner.class);
    conf.setReducerClass(MergeVectorsReducer.class);
    conf.setOutputFormat(SequenceFileOutputFormat.class);
    conf.setOutputKeyClass(IntWritable.class);
    conf.setOutputValueClass(VectorWritable.class);
    return conf;//from   w w w . j  a  v  a 2 s.  c  om
}

---

From source file:com.ostor.dedup.hadoop.DedupStorHadoopCreateObjectsMapReduce.java

License:Open Source License

public static void main(String[] args) throws Exception {
    System.out.println("NOTE: Setting up logs from conf file - " + DedupStor.DEFAULT_LOG4J_FILE);

    PropertyConfigurator.configure(DedupStor.DEFAULT_LOG4J_FILE);

    JobConf conf = new JobConf(DedupStorHadoopCreateObjectsMapReduce.class);
    conf.setJobName("dedup-create-objects");

    conf.setMapOutputKeyClass(Text.class);
    conf.setMapOutputValueClass(DedupObjectSegmentWritable.class);

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

    conf.setMapperClass(DedupStorHadoopCreateObjectsMapper.class);
    conf.setReducerClass(DedupStorHadoopCreateObjectsReducer.class);

    conf.setInputFormat(TextInputFormat.class);
    conf.setOutputFormat(TextOutputFormat.class);

    Path inputPath = new Path(args[0], DedupStorHadoopUtils.DEFAULT_DEDUP_STOR_HADOOP_OBJECTS_TMP_PATH);
    Path segmentStorPath = new Path(args[0],
            DedupStorHadoopUtils.DEFAULT_DEDUP_STOR_HADOOP_SEGMENTS_LOC_SUFFIX);
    Path objectStorPath = new Path(args[0], DedupStorHadoopUtils.DEFAULT_DEDUP_STOR_HADOOP_OBJECTS_LOC_SUFFIX);
    Path objectMapPath = new Path(args[0], DedupStorHadoopUtils.DEFAULT_DEDUP_STOR_HADOOP_OBJECTS_TMP_PATH);

    conf.set(DedupStorHadoopUtils.HADOOP_CONF_SEGMENTS_STOR_PATH_KEY, segmentStorPath.toString());
    conf.set(DedupStorHadoopUtils.HADOOP_CONF_OBJECTS_STOR_PATH_KEY, objectStorPath.toString());
    conf.set(DedupStorHadoopUtils.HADOOP_CONF_OBJECTS_TMP_PATH_KEY, objectMapPath.toString());

    FileInputFormat.setInputPaths(conf, inputPath);
    FileOutputFormat.setOutputPath(conf, objectStorPath);

    JobClient.runJob(conf);//from w w w. j av a  2s.  c  om
}

---

• «
• 1
• 2
• 3
• 4
• 5
• 6
• 7
• 8
• 9
• 10
• 11
• 12
• 13
• 14
• 15
• 16
• 17
• 18
• 19
• 20
• 21
• 22
• 23
• 24
• 25
• 26
• 27
• 28
• 29
• 30
• 31
• 32
• 33
• 34
• 35
• 36
• 37
• 38
• 39
• 40
• »