オブジェクト・ストレージでのHDFSコネクタ

<?xml version="1.0"?>
<configuration>
  <property>
    <name>fs.oci.client.hostname</name>
    <value>https://objectstorage.us-phoenix-1.oraclecloud.com</value>
  </property>
  <property>
    <name>fs.oci.client.custom.authenticator</name>
    <value>com.oracle.bmc.hdfs.auth.InstancePrincipalsCustomAuthenticator</value>
  </property>
</configuration>

<?xml version="1.0"?>
<configuration>
  <property>
    <name>fs.oci.client.hostname</name>
    <value>https://objectstorage.us-phoenix-1.oraclecloud.com</value>
  </property>
  <property>
    <name>fs.oci.client.custom.authenticator</name>
    <value>com.oracle.bmc.hdfs.auth.ResourcePrincipalsCustomAuthenticator</value>
  </property>
</configuration>

<?xml version="1.0" encoding="UTF-8"?>
<?xml-stylesheet type="text/xsl" href="configuration.xsl"?>
<configuration>
  <property>
    <name>fs.oci.client.hostname</name>
    <value>https://objectstorage.us-phoenix-1.oraclecloud.com</value>
  </property>
  <property>
    <name>fs.oci.client.auth.tenantId</name>
    <value></value>
  </property>
  <property>
    <name>fs.oci.client.auth.userId</name>
    <value></value>
  </property>
   <property>
    <name>fs.oci.client.custom.authenticator</name>
    <value>com.oracle.bmc.hdfs.auth.spnego.UPSTAuthenticationCustomAuthenticator</value>
  </property>
  <property>
    <name>fs.oci.client.upst.tokenExchangeServicePrincipal</name>
    <value><!-- Service Principal for generating SPNEGO token --></value>
  </property>
  <property>
    <name>fs.oci.client.upst.userPrincipal</name>
    <value><!-- User Principal for generating SPNEGO token --></value>
  </property>
  <property>
    <name>fs.oci.client.upst.issuer</name>
    <value><!-- Issuer for generating SPNEGO token --></value>
  </property>
  <property>
    <name>fs.oci.client.upst.domainUrl</name>
    <value><!-- Domain application client ID for IAM token exchange --></value>
  </property>
  <property>
    <name>fs.oci.client.upst.clientId</name>
    <value><!-- Domain application client ID for IAM token exchange --></value>
  </property>
  <property>
    <name>fs.oci.client.upst.clientSecret</name>
    <value><!-- Domain application client secret for IAM token exchange --></value>
  </property>
  <property>
    <name>fs.oci.client.keytab.path</name>
    <value><!-- File path to the keytab used for token exchange --></value>
  </property>
 </configuration>

package com.oracle.oci.hadoop.example;

import java.io.ByteArrayOutputStream;
import java.io.IOException;
import java.net.URI;
import java.net.URISyntaxException;

import org.apache.commons.io.IOUtils;
import org.apache.hadoop.conf.Configuration;
import org.apache.hadoop.fs.FSDataInputStream;
import org.apache.hadoop.fs.FSDataOutputStream;
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.lib.input.FileInputFormat;
import org.apache.hadoop.mapreduce.lib.output.FileOutputFormat;
import org.slf4j.Logger;
import org.slf4j.LoggerFactory;

import com.oracle.oci.hdfs.BmcFilesystem;

import lombok.RequiredArgsConstructor;

@RequiredArgsConstructor
public class SampleOracleBmcHadoopJob
{
    private static final String SAMPLE_JOB_PATH = "/samplehadoopjob";
    private static final String INPUT_FILE = SAMPLE_JOB_PATH + "/input.dat";
    private static final String OUTPUT_DIR = SAMPLE_JOB_PATH + "/output";

    // non-static since this is the runner class it needs to initialize after we set the properties
    private final Logger log = LoggerFactory.getLogger(SampleOracleBmcHadoopJob.class);

    /**
     * Runner for sample hadoop job. This expects 3 args: path to configuration file, Object Store namespace, Object
     * Store bucket. To run this, you must:
     *{@code 


         * 
    Create a standard hadoop configuration file

         * 
    Create the bucket ahead of time.

         *} 


     * This runner will create a test input file in a file '/samplehadoopjob/input.dat', and job results will be written
     * to '/samplehadoopjob/output'.
     * 
     * @param args
     *            1) path to configuration file, 2) namespace, 3) bucket
     * @throws Exception
     */
    public static void main(final String[] args) throws Exception
    {
        if (args.length != 3)
        {
            throw new IllegalArgumentException(
                    "Must have 3 args: 1) path to config file, 2) object storage namespace, 3) object storage bucket");
        }

        // redirect all logs to sysout
        System.setProperty("org.slf4j.simpleLogger.logFile", "System.out");
        System.setProperty("org.slf4j.simpleLogger.defaultLogLevel", "debug");

        final SampleOracleBmcHadoopJob job = new SampleOracleBmcHadoopJob(args[0], args[1], args[2]);
        System.exit(job.execute());
    }

    private final String configurationFilePath;
    private final String namespace;
    private final String bucket;

    public int execute() throws IOException, ClassNotFoundException, InterruptedException, URISyntaxException
    {
        log.info("Creating hadoop configuration");
        final Configuration configuration = this.createConfiguration(this.configurationFilePath);

        final String authority = this.bucket + "@" + this.namespace;
        final String uri = "oci://" + authority;
        log.info("Using uri: {}", uri);

        log.info("Creating job inputs");
        this.setup(uri, configuration);

        log.info("Creating job");
        final Job job = this.createJob(configuration);

        final String in = uri + INPUT_FILE;
        final String out = uri + OUTPUT_DIR;
        log.info("Using input: {}", in);
        log.info("Using output: {}", out);

        FileInputFormat.addInputPath(job, new Path(in));
        FileOutputFormat.setOutputPath(job, new Path(out));

        log.info("Executing job...");
        final int response = job.waitForCompletion(true) ? 0 : 1;

        log.info("Attempting to read job results");
        this.tryReadResult(uri, configuration);
        return response;
    }

    private Configuration createConfiguration(final String configFilePath)
    {
        final Configuration configuration = new Configuration();
        configuration.addResource(new Path(configFilePath));
        return configuration;
    }

    private void setup(final String uri, final Configuration configuration) throws IOException, URISyntaxException
    {
        try (final BmcFilesystem fs = new BmcFilesystem())
        {
            fs.initialize(new URI(uri), configuration);
            fs.delete(new Path(SAMPLE_JOB_PATH), true);
            final FSDataOutputStream output = fs.create(new Path(INPUT_FILE));
            output.writeChars("example\npath\ngak\ntest\nexample\ngak\n\ngak");
            output.close();
        }
    }

    private Job createJob(final Configuration configuration) throws IOException
    {
        final Job job = Job.getInstance(configuration, "word count");
        job.setJarByClass(SampleOracleBmcHadoopJob.class);
        job.setMapperClass(SimpleMapper.class);
        job.setCombinerClass(SimpleReducer.class);
        job.setReducerClass(SimpleReducer.class);
        job.setOutputKeyClass(Text.class);
        job.setOutputValueClass(IntWritable.class);
        return job;
    }

    private void tryReadResult(final String uri, final Configuration configuration)
            throws IOException, URISyntaxException
    {
        try (final BmcFilesystem fs = new BmcFilesystem())
        {
            fs.initialize(new URI(uri), configuration);
            // this should be the output file name, but that could change
            final FSDataInputStream input = fs.open(new Path(OUTPUT_DIR + "/part-r-00000"));

            final ByteArrayOutputStream baos = new ByteArrayOutputStream();
            IOUtils.copy(input, baos);
            log.info("\n=====\n" + baos.toString() + "=====");
            input.close();
        }
    }
}


package com.oracle.oci.hadoop.example;

import java.io.IOException;
import java.util.StringTokenizer;

import org.apache.hadoop.io.IntWritable;
import org.apache.hadoop.io.Text;
import org.apache.hadoop.mapreduce.Mapper;

public class SimpleMapper extends Mapper
{
    private final static IntWritable one = new IntWritable(1);
    private final Text word = new Text();

    @Override
    public void map(final Object key, final Text value, final Context context) throws IOException, InterruptedException
    {
        final StringTokenizer itr = new StringTokenizer(value.toString());
        while (itr.hasMoreTokens())
        {
            this.word.set(itr.nextToken());
            context.write(this.word, one);
        }
    }
}


package com.oracle.oci.hadoop.example;

import java.io.IOException;

import org.apache.hadoop.io.IntWritable;
import org.apache.hadoop.io.Text;
import org.apache.hadoop.mapreduce.Reducer;

public class SimpleReducer extends Reducer
{
    private final IntWritable result = new IntWritable();

    @Override
    public void reduce(final Text key, final Iterable values, final Context context)
            throws IOException, InterruptedException
    {
        int sum = 0;
        for (final IntWritable val : values)
        {
            sum += val.get();
        }
        this.result.set(sum);
        context.write(key, this.result);
    }
}