public void configure(JobConf conf) {
    numberOfCenters = Integer.valueOf(conf.get("numberOfCenters"));
    centersDirectory = conf.get("centersReadDirectory");

    try {
      Configuration c = new Configuration();
      FileSystem fs = FileSystem.get(c);

      for (int index = 0; index < numberOfCenters; ++index) {
        SequenceFile.Reader reader =
            new SequenceFile.Reader(fs, new Path(centersDirectory + "/centers/" + index), c);

        LongWritable key = new LongWritable();
        Point value = new Point();

        reader.next(key, value);

        Point center = (Point) value;

        centers.add(center);

        reader.close();
      }
    } catch (IOException e) {
      // do nothing
      // I hope this doesn't happen
      System.out.println("well, damn.");
      e.printStackTrace();
    }
  }
Beispiel #2
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  /**
   * Driver to copy srcPath to destPath depending on required protocol.
   *
   * @param args arguments
   */
  static void copy(final Configuration conf, final Arguments args) throws IOException {
    LOG.info("srcPaths=" + args.srcs);
    LOG.info("destPath=" + args.dst);
    checkSrcPath(conf, args.srcs);

    JobConf job = createJobConf(conf);
    if (args.preservedAttributes != null) {
      job.set(PRESERVE_STATUS_LABEL, args.preservedAttributes);
    }
    if (args.mapredSslConf != null) {
      job.set("dfs.https.client.keystore.resource", args.mapredSslConf);
    }

    // Initialize the mapper
    try {
      setup(conf, job, args);
      JobClient.runJob(job);
      finalize(conf, job, args.dst, args.preservedAttributes);
    } finally {
      // delete tmp
      fullyDelete(job.get(TMP_DIR_LABEL), job);
      // delete jobDirectory
      fullyDelete(job.get(JOB_DIR_LABEL), job);
    }
  }
  public void configure(JobConf conf) {
    /*
     * It reads all the configurations and distributed cache from outside.
     */

    // Read number of nodes in input layer and output layer from configuration
    inputNumdims = conf.get("numdims");
    inputNumhid = conf.get("numhid");

    // Read the weights from distributed cache
    Path[] pathwaysFiles = new Path[0];
    try {
      pathwaysFiles = DistributedCache.getLocalCacheFiles(conf);
      for (Path path : pathwaysFiles) {
        /*
         * this loop reads all the distributed cache files
         * In fact, the driver program ensures that there is only one distributed cache file
         */
        BufferedReader fis = new BufferedReader(new FileReader(path.toString()));
        weightline = fis.readLine();
      }
    } catch (Exception e) {
      e.printStackTrace();
    }
  }
Beispiel #4
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  private static void finalize(
      Configuration conf, JobConf jobconf, final Path destPath, String presevedAttributes)
      throws IOException {
    if (presevedAttributes == null) {
      return;
    }
    EnumSet<FileAttribute> preseved = FileAttribute.parse(presevedAttributes);
    if (!preseved.contains(FileAttribute.USER)
        && !preseved.contains(FileAttribute.GROUP)
        && !preseved.contains(FileAttribute.PERMISSION)) {
      return;
    }

    FileSystem dstfs = destPath.getFileSystem(conf);
    Path dstdirlist = new Path(jobconf.get(DST_DIR_LIST_LABEL));
    SequenceFile.Reader in = null;
    try {
      in = new SequenceFile.Reader(dstdirlist.getFileSystem(jobconf), dstdirlist, jobconf);
      Text dsttext = new Text();
      FilePair pair = new FilePair();
      for (; in.next(dsttext, pair); ) {
        Path absdst = new Path(destPath, pair.output);
        updatePermissions(pair.input, dstfs.getFileStatus(absdst), preseved, dstfs);
      }
    } finally {
      checkAndClose(in);
    }
  }
Beispiel #5
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  private static IntWritable deduceInputFile(JobConf job) {
    Path[] inputPaths = FileInputFormat.getInputPaths(job);
    Path inputFile = new Path(job.get("map.input.file"));

    // value == one for sort-input; value == two for sort-output
    return (inputFile.getParent().equals(inputPaths[0])) ? sortInput : sortOutput;
  }
Beispiel #6
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 /**
  * Mapper configuration. Extracts source and destination file system, as well as top-level paths
  * on source and destination directories. Gets the named file systems, to be used later in map.
  */
 public void configure(JobConf job) {
   destPath = new Path(job.get(DST_DIR_LABEL, "/"));
   try {
     destFileSys = destPath.getFileSystem(job);
   } catch (IOException ex) {
     throw new RuntimeException("Unable to get the named file system.", ex);
   }
   sizeBuf = job.getInt("copy.buf.size", 128 * 1024);
   buffer = new byte[sizeBuf];
   ignoreReadFailures = job.getBoolean(Options.IGNORE_READ_FAILURES.propertyname, false);
   preserve_status = job.getBoolean(Options.PRESERVE_STATUS.propertyname, false);
   if (preserve_status) {
     preseved = FileAttribute.parse(job.get(PRESERVE_STATUS_LABEL));
   }
   update = job.getBoolean(Options.UPDATE.propertyname, false);
   overwrite = !update && job.getBoolean(Options.OVERWRITE.propertyname, false);
   this.job = job;
 }
Beispiel #7
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    /**
     * Produce splits such that each is no greater than the quotient of the total size and the
     * number of splits requested.
     *
     * @param job The handle to the JobConf object
     * @param numSplits Number of splits requested
     */
    public InputSplit[] getSplits(JobConf job, int numSplits) throws IOException {
      int cnfiles = job.getInt(SRC_COUNT_LABEL, -1);
      long cbsize = job.getLong(TOTAL_SIZE_LABEL, -1);
      String srcfilelist = job.get(SRC_LIST_LABEL, "");
      if (cnfiles < 0 || cbsize < 0 || "".equals(srcfilelist)) {
        throw new RuntimeException(
            "Invalid metadata: #files("
                + cnfiles
                + ") total_size("
                + cbsize
                + ") listuri("
                + srcfilelist
                + ")");
      }
      Path src = new Path(srcfilelist);
      FileSystem fs = src.getFileSystem(job);
      FileStatus srcst = fs.getFileStatus(src);

      ArrayList<FileSplit> splits = new ArrayList<FileSplit>(numSplits);
      LongWritable key = new LongWritable();
      FilePair value = new FilePair();
      final long targetsize = cbsize / numSplits;
      long pos = 0L;
      long last = 0L;
      long acc = 0L;
      long cbrem = srcst.getLen();
      SequenceFile.Reader sl = null;
      try {
        sl = new SequenceFile.Reader(fs, src, job);
        for (; sl.next(key, value); last = sl.getPosition()) {
          // if adding this split would put this split past the target size,
          // cut the last split and put this next file in the next split.
          if (acc + key.get() > targetsize && acc != 0) {
            long splitsize = last - pos;
            splits.add(new FileSplit(src, pos, splitsize, (String[]) null));
            cbrem -= splitsize;
            pos = last;
            acc = 0L;
          }
          acc += key.get();
        }
      } finally {
        checkAndClose(sl);
      }
      if (cbrem != 0) {
        splits.add(new FileSplit(src, pos, cbrem, (String[]) null));
      }

      return splits.toArray(new FileSplit[splits.size()]);
    }
Beispiel #8
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      public void configure(JobConf job) {
        // 'key' == sortInput for sort-input; key == sortOutput for sort-output
        key = deduceInputFile(job);

        if (key == sortOutput) {
          partitioner = new HashPartitioner<WritableComparable, Writable>();

          // Figure the 'current' partition and no. of reduces of the 'sort'
          try {
            URI inputURI = new URI(job.get("map.input.file"));
            String inputFile = inputURI.getPath();
            partition =
                Integer.valueOf(inputFile.substring(inputFile.lastIndexOf("part") + 5)).intValue();
            noSortReducers = job.getInt("sortvalidate.sort.reduce.tasks", -1);
          } catch (Exception e) {
            System.err.println("Caught: " + e);
            System.exit(-1);
          }
        }
      }
Beispiel #9
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 /**
  * Map method. Copies one file from source file system to destination.
  *
  * @param key src len
  * @param value FilePair (FileStatus src, Path dst)
  * @param out Log of failed copies
  * @param reporter
  */
 public void map(
     LongWritable key,
     FilePair value,
     OutputCollector<WritableComparable<?>, Text> out,
     Reporter reporter)
     throws IOException {
   final FileStatus srcstat = value.input;
   final Path relativedst = new Path(value.output);
   try {
     copy(srcstat, relativedst, out, reporter);
   } catch (IOException e) {
     ++failcount;
     reporter.incrCounter(Counter.FAIL, 1);
     updateStatus(reporter);
     final String sfailure = "FAIL " + relativedst + " : " + StringUtils.stringifyException(e);
     out.collect(null, new Text(sfailure));
     LOG.info(sfailure);
     try {
       for (int i = 0; i < 3; ++i) {
         try {
           final Path tmp = new Path(job.get(TMP_DIR_LABEL), relativedst);
           if (destFileSys.delete(tmp, true)) break;
         } catch (Throwable ex) {
           // ignore, we are just cleaning up
           LOG.debug("Ignoring cleanup exception", ex);
         }
         // update status, so we don't get timed out
         updateStatus(reporter);
         Thread.sleep(3 * 1000);
       }
     } catch (InterruptedException inte) {
       throw (IOException) new IOException().initCause(inte);
     }
   } finally {
     updateStatus(reporter);
   }
 }
Beispiel #10
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    /**
     * Copy a file to a destination.
     *
     * @param srcstat src path and metadata
     * @param dstpath dst path
     * @param reporter
     */
    private void copy(
        FileStatus srcstat,
        Path relativedst,
        OutputCollector<WritableComparable<?>, Text> outc,
        Reporter reporter)
        throws IOException {
      Path absdst = new Path(destPath, relativedst);
      int totfiles = job.getInt(SRC_COUNT_LABEL, -1);
      assert totfiles >= 0 : "Invalid file count " + totfiles;

      // if a directory, ensure created even if empty
      if (srcstat.isDir()) {
        if (destFileSys.exists(absdst)) {
          if (!destFileSys.getFileStatus(absdst).isDir()) {
            throw new IOException("Failed to mkdirs: " + absdst + " is a file.");
          }
        } else if (!destFileSys.mkdirs(absdst)) {
          throw new IOException("Failed to mkdirs " + absdst);
        }
        // TODO: when modification times can be set, directories should be
        // emitted to reducers so they might be preserved. Also, mkdirs does
        // not currently return an error when the directory already exists;
        // if this changes, all directory work might as well be done in reduce
        return;
      }

      if (destFileSys.exists(absdst) && !overwrite && !needsUpdate(srcstat, destFileSys, absdst)) {
        outc.collect(null, new Text("SKIP: " + srcstat.getPath()));
        ++skipcount;
        reporter.incrCounter(Counter.SKIP, 1);
        updateStatus(reporter);
        return;
      }

      Path tmpfile = new Path(job.get(TMP_DIR_LABEL), relativedst);
      long cbcopied = 0L;
      FSDataInputStream in = null;
      FSDataOutputStream out = null;
      try {
        // open src file
        try {
          in = srcstat.getPath().getFileSystem(job).open(srcstat.getPath());
        } catch (IOException e) {
          LOG.error("Failed to open src file " + srcstat.getPath() + ", ignore and return");
          in = null;
          return;
        }
        reporter.incrCounter(Counter.BYTESEXPECTED, srcstat.getLen());
        // open tmp file
        out = create(tmpfile, reporter, srcstat);
        // copy file
        for (int cbread; (cbread = in.read(buffer)) >= 0; ) {
          out.write(buffer, 0, cbread);
          cbcopied += cbread;
          reporter.setStatus(
              String.format("%.2f ", cbcopied * 100.0 / srcstat.getLen())
                  + absdst
                  + " [ "
                  + StringUtils.humanReadableInt(cbcopied)
                  + " / "
                  + StringUtils.humanReadableInt(srcstat.getLen())
                  + " ]");
        }
      } finally {
        checkAndClose(in);
        checkAndClose(out);
      }

      if (cbcopied != srcstat.getLen()) {
        if (srcstat.getLen() == 0 && cbcopied > 0) {
          LOG.info("most likely see a WAL file corruption: " + srcstat.getPath());
        } else {
          throw new IOException(
              "File size not matched: copied "
                  + bytesString(cbcopied)
                  + " to tmpfile (="
                  + tmpfile
                  + ") but expected "
                  + bytesString(srcstat.getLen())
                  + " from "
                  + srcstat.getPath());
        }
      } else {
        if (totfiles == 1) {
          // Copying a single file; use dst path provided by user as destination
          // rather than destination directory, if a file
          Path dstparent = absdst.getParent();
          if (!(destFileSys.exists(dstparent) && destFileSys.getFileStatus(dstparent).isDir())) {
            absdst = dstparent;
          }
        }
        if (destFileSys.exists(absdst) && destFileSys.getFileStatus(absdst).isDir()) {
          throw new IOException(absdst + " is a directory");
        }
        if (!destFileSys.mkdirs(absdst.getParent())) {
          throw new IOException("Failed to craete parent dir: " + absdst.getParent());
        }
        rename(tmpfile, absdst);

        FileStatus dststat = destFileSys.getFileStatus(absdst);
        if (dststat.getLen() != srcstat.getLen()) {
          destFileSys.delete(absdst, false);
          throw new IOException(
              "File size not matched: copied "
                  + bytesString(dststat.getLen())
                  + " to dst (="
                  + absdst
                  + ") but expected "
                  + bytesString(srcstat.getLen())
                  + " from "
                  + srcstat.getPath());
        }
        updatePermissions(srcstat, dststat);
      }

      // report at least once for each file
      ++copycount;
      reporter.incrCounter(Counter.BYTESCOPIED, cbcopied);
      reporter.incrCounter(Counter.COPY, 1);
      updateStatus(reporter);
    }
 public void configure(JobConf job) {
   this.inputArgs = Utils.asArray(job.get("user.args"));
 }
Beispiel #12
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    static void checkRecords(
        Configuration defaults, int noMaps, int noReduces, Path sortInput, Path sortOutput)
        throws IOException {
      JobConf jobConf = new JobConf(defaults, RecordChecker.class);
      jobConf.setJobName("sortvalidate-record-checker");

      jobConf.setInputFormat(SequenceFileInputFormat.class);
      jobConf.setOutputFormat(SequenceFileOutputFormat.class);

      jobConf.setOutputKeyClass(BytesWritable.class);
      jobConf.setOutputValueClass(IntWritable.class);

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

      JobClient client = new JobClient(jobConf);
      ClusterStatus cluster = client.getClusterStatus();
      if (noMaps == -1) {
        noMaps = cluster.getTaskTrackers() * jobConf.getInt("test.sortvalidate.maps_per_host", 10);
      }
      if (noReduces == -1) {
        noReduces = (int) (cluster.getMaxReduceTasks() * 0.9);
        String sortReduces = jobConf.get("test.sortvalidate.reduces_per_host");
        if (sortReduces != null) {
          noReduces = cluster.getTaskTrackers() * Integer.parseInt(sortReduces);
        }
      }
      jobConf.setNumMapTasks(noMaps);
      jobConf.setNumReduceTasks(noReduces);

      FileInputFormat.setInputPaths(jobConf, sortInput);
      FileInputFormat.addInputPath(jobConf, sortOutput);
      Path outputPath = new Path("/tmp/sortvalidate/recordchecker");
      FileSystem fs = FileSystem.get(defaults);
      if (fs.exists(outputPath)) {
        fs.delete(outputPath, true);
      }
      FileOutputFormat.setOutputPath(jobConf, outputPath);

      // Uncomment to run locally in a single process
      // job_conf.set("mapred.job.tracker", "local");
      Path[] inputPaths = FileInputFormat.getInputPaths(jobConf);
      System.out.println(
          "\nSortValidator.RecordChecker: Running on "
              + cluster.getTaskTrackers()
              + " nodes to validate sort from "
              + inputPaths[0]
              + ", "
              + inputPaths[1]
              + " into "
              + FileOutputFormat.getOutputPath(jobConf)
              + " with "
              + noReduces
              + " reduces.");
      Date startTime = new Date();
      System.out.println("Job started: " + startTime);
      JobClient.runJob(jobConf);
      Date end_time = new Date();
      System.out.println("Job ended: " + end_time);
      System.out.println(
          "The job took " + (end_time.getTime() - startTime.getTime()) / 1000 + " seconds.");
    }