Пример #1
0
  public static void main(String[] args) throws Exception {

    final String NAME_NODE = "hdfs://sandbox.hortonworks.com:8020";
    Configuration conf = new Configuration();
    Job job = Job.getInstance(conf);
    job.setJarByClass(WordCount.class);
    job.setMapOutputKeyClass(Text.class);
    job.setMapOutputValueClass(IntWritable.class);
    job.setOutputKeyClass(IntWritable.class);
    job.setOutputValueClass(NullWritable.class);
    if (args.length > 2) {
      job.setNumReduceTasks(Integer.parseInt(args[2]));
    }

    job.setMapperClass(CountMapper.class);
    job.setReducerClass(CountReducer.class);
    job.setJarByClass(WordCount.class);
    job.setNumReduceTasks(1);

    FileInputFormat.addInputPath(job, new Path(args[0] + "data/plot_summaries.txt"));
    FileSystem fs = FileSystem.get(conf);
    // handle (e.g. delete) existing output path
    Path outputDestination = new Path(args[0] + args[1]);
    if (fs.exists(outputDestination)) {
      fs.delete(outputDestination, true);
    }

    // set output path & start job1
    FileOutputFormat.setOutputPath(job, outputDestination);
    int jobCompletionStatus = job.waitForCompletion(true) ? 0 : 1;
  }
  public void testFormat() throws Exception {
    localFs = FileSystem.getLocal(defaultConf);
    localFs.delete(workDir, true);

    Job job = new Job(new Configuration(defaultConf));
    Path file = new Path(workDir, "test.txt");

    int seed = new Random().nextInt();
    Random random = new Random(seed);

    // for a variety of lengths
    for (int length = 0; length < MAX_LENGTH; length += random.nextInt(MAX_LENGTH / 10) + 1) {
      // create a file with length entries
      Writer writer = new OutputStreamWriter(localFs.create(file));
      try {
        MyClass mc = new MyClass();
        for (int i = 0; i < length; i++) {
          mc.s = Integer.toString(i);
          mc.v = i;
          byte[] raw = MessagePack.pack(mc);
          byte[] b64e = base64_.encodeBase64(raw);
          byte[] b64d = base64_.decode(b64e);
          MyClass mc2 = MessagePack.unpack(b64d, mc.getClass());
          assertEquals(mc.s, mc2.s);
          assertEquals(mc.v, mc2.v);

          writer.write(base64_.encodeToString(raw));
        }
      } finally {
        writer.close();
      }
      checkFormat(job);
    }
  }
Пример #3
0
  public void inject(Path crawlDb, Path urlDir) throws IOException {
    SimpleDateFormat sdf = new SimpleDateFormat("yyyy-MM-dd HH:mm:ss");
    long start = System.currentTimeMillis();
    if (LOG.isInfoEnabled()) {
      LOG.info("Injector: starting at " + sdf.format(start));
      LOG.info("Injector: crawlDb: " + crawlDb);
      LOG.info("Injector: urlDir: " + urlDir);
    }

    Path tempDir =
        new Path(
            getConf().get("mapred.temp.dir", ".")
                + "/inject-temp-"
                + Integer.toString(new Random().nextInt(Integer.MAX_VALUE)));

    // map text input file to a <url,CrawlDatum> file
    if (LOG.isInfoEnabled()) {
      LOG.info("Injector: Converting injected urls to crawl db entries.");
    }
    JobConf sortJob = new NutchJob(getConf());
    sortJob.setJobName("inject " + urlDir);
    FileInputFormat.addInputPath(sortJob, urlDir);
    sortJob.setMapperClass(InjectMapper.class);

    FileOutputFormat.setOutputPath(sortJob, tempDir);
    sortJob.setOutputFormat(SequenceFileOutputFormat.class);
    sortJob.setOutputKeyClass(Text.class);
    sortJob.setOutputValueClass(CrawlDatum.class);
    sortJob.setLong("injector.current.time", System.currentTimeMillis());
    RunningJob mapJob = JobClient.runJob(sortJob);

    long urlsInjected = mapJob.getCounters().findCounter("injector", "urls_injected").getValue();
    long urlsFiltered = mapJob.getCounters().findCounter("injector", "urls_filtered").getValue();
    LOG.info("Injector: total number of urls rejected by filters: " + urlsFiltered);
    LOG.info(
        "Injector: total number of urls injected after normalization and filtering: "
            + urlsInjected);

    // merge with existing crawl db
    if (LOG.isInfoEnabled()) {
      LOG.info("Injector: Merging injected urls into crawl db.");
    }
    JobConf mergeJob = CrawlDb.createJob(getConf(), crawlDb);
    FileInputFormat.addInputPath(mergeJob, tempDir);
    mergeJob.setReducerClass(InjectReducer.class);
    JobClient.runJob(mergeJob);
    CrawlDb.install(mergeJob, crawlDb);

    // clean up
    FileSystem fs = FileSystem.get(getConf());
    fs.delete(tempDir, true);

    long end = System.currentTimeMillis();
    LOG.info(
        "Injector: finished at "
            + sdf.format(end)
            + ", elapsed: "
            + TimingUtil.elapsedTime(start, end));
  }
Пример #4
0
    protected void setup(Context context) throws IOException, InterruptedException {
      super.setup(context);

      Path pt = new Path("/user/yao/query/query");
      FileSystem fs = FileSystem.get(new Configuration());
      BufferedReader br = new BufferedReader(new InputStreamReader(fs.open(pt)));
      String line = br.readLine();
      String[] keywords = line.split(",");
      k0 = keywords[0];
      k1 = keywords[1];
      k2 = keywords[2];
      br.close();
    }
Пример #5
0
  private static boolean hasFile(
      dbutil db_util, FileSystem fs, String db_name, String file_id, String file_path)
      throws Exception {
    Get file_id_get = new Get(file_id.getBytes());
    Result file_result = db_util.doGet(db_name, file_id_get);

    KeyValue file_names = file_result.getColumnLatest("d".getBytes(), "filenames".getBytes());
    if (file_names == null) {
      return false;
    }
    String all_files = new String(file_names.getValue());
    String[] files = all_files.split("\n");
    for (String line : files) {
      if (line.equals(file_path)) {
        if (fs.globStatus(new Path(line + "*")).length == 0) {
          Put new_put = new Put(file_id.getBytes());
          new_put.add(
              "d".getBytes(),
              "filenames".getBytes(),
              all_files.replace(file_path + "\n", "").getBytes());
          db_util.doPut(db_name, new_put);
          return false;
        }
        return true;
      }
    }
    return false;
  }
Пример #6
0
  public void testAbort() throws IOException {
    JobConf job = new JobConf();
    setConfForFileOutputCommitter(job);
    JobContext jContext = new JobContextImpl(job, taskID.getJobID());
    TaskAttemptContext tContext = new TaskAttemptContextImpl(job, taskID);
    FileOutputCommitter committer = new FileOutputCommitter();
    FileOutputFormat.setWorkOutputPath(job, committer.getTempTaskOutputPath(tContext));

    // do setup
    committer.setupJob(jContext);
    committer.setupTask(tContext);
    String file = "test.txt";

    // A reporter that does nothing
    Reporter reporter = Reporter.NULL;
    // write output
    FileSystem localFs = FileSystem.getLocal(job);
    TextOutputFormat theOutputFormat = new TextOutputFormat();
    RecordWriter theRecordWriter = theOutputFormat.getRecordWriter(localFs, job, file, reporter);
    writeOutput(theRecordWriter, reporter);

    // do abort
    committer.abortTask(tContext);
    File expectedFile =
        new File(new Path(committer.getTempTaskOutputPath(tContext), file).toString());
    assertFalse("task temp dir still exists", expectedFile.exists());

    committer.abortJob(jContext, JobStatus.State.FAILED);
    expectedFile = new File(new Path(outDir, FileOutputCommitter.TEMP_DIR_NAME).toString());
    assertFalse("job temp dir still exists", expectedFile.exists());
    assertEquals("Output directory not empty", 0, new File(outDir.toString()).listFiles().length);
    FileUtil.fullyDelete(new File(outDir.toString()));
  }
Пример #7
0
  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();
    }
  }
Пример #8
0
  @Before
  public void setUp() throws IOException {
    MapFileDemo.main(new String[] {MAP_URI});

    Configuration conf = new Configuration();
    fs = FileSystem.get(URI.create(MAP_URI), conf);

    reader = new MapFile.Reader(fs, MAP_URI, conf);
    key = (WritableComparable<?>) ReflectionUtils.newInstance(reader.getKeyClass(), conf);
    value = (Writable) ReflectionUtils.newInstance(reader.getValueClass(), conf);
  }
  public void testcheckOutputSpecsForbidRecordCompression() throws IOException {
    Job job = Job.getInstance(new Configuration(), "testcheckOutputSpecsForbidRecordCompression");
    FileSystem fs = FileSystem.getLocal(job.getConfiguration());
    Path outputdir = new Path(System.getProperty("test.build.data", "/tmp") + "/output");
    fs.delete(outputdir, true);

    // Without outputpath, FileOutputFormat.checkoutputspecs will throw
    // InvalidJobConfException
    FileOutputFormat.setOutputPath(job, outputdir);

    // SequenceFileAsBinaryOutputFormat doesn't support record compression
    // It should throw an exception when checked by checkOutputSpecs
    SequenceFileAsBinaryOutputFormat.setCompressOutput(job, true);

    SequenceFileAsBinaryOutputFormat.setOutputCompressionType(job, CompressionType.BLOCK);
    try {
      new SequenceFileAsBinaryOutputFormat().checkOutputSpecs(job);
    } catch (Exception e) {
      fail(
          "Block compression should be allowed for "
              + "SequenceFileAsBinaryOutputFormat:Caught "
              + e.getClass().getName());
    }

    SequenceFileAsBinaryOutputFormat.setOutputCompressionType(job, CompressionType.RECORD);
    try {
      new SequenceFileAsBinaryOutputFormat().checkOutputSpecs(job);
      fail("Record compression should not be allowed for " + "SequenceFileAsBinaryOutputFormat");
    } catch (InvalidJobConfException ie) {
      // expected
    } catch (Exception e) {
      fail(
          "Expected "
              + InvalidJobConfException.class.getName()
              + "but caught "
              + e.getClass().getName());
    }
  }
 public static void recursePath(Configuration conf, Path path, Job job) {
   try {
     FileSystem fs = path.getFileSystem(conf);
     FileStatus[] fstats = fs.listStatus(path);
     if (fstats != null) {
       for (FileStatus f : fstats) {
         Path p = f.getPath();
         ;
         if (fs.isFile(p)) {
           // connection times out otherwise
           System.err.println("file:" + p.toString());
           FileInputFormat.addInputPath(job, p);
         } else {
           System.err.println("dir:" + p.toString());
           recursePath(conf, p, job);
         }
       }
     }
   } catch (IOException e) {
     // shouldn't be here
     throw new RuntimeException(e);
   }
 }
Пример #11
0
  public static void extractQueryFeatures2HDFS(String filename, Job job) throws IOException {

    // Read the local image.jpg as a Mat
    Mat query_mat_float =
        Highgui.imread(LOCAL_USER_DIR + ID + INPUT + "/" + filename, CvType.CV_32FC3);
    // Convert RGB to GRAY
    Mat query_gray = new Mat();
    Imgproc.cvtColor(query_mat_float, query_gray, Imgproc.COLOR_RGB2GRAY);
    // Convert the float type to unsigned integer(required by SIFT)
    Mat query_mat_byte = new Mat();
    query_gray.convertTo(query_mat_byte, CvType.CV_8UC3);
    //        // Resize the image to 1/FACTOR both width and height
    //        Mat query_mat_byte = FeatureExtraction.resize(query_mat_byte);

    // Extract the feature from the (Mat)image
    Mat query_features = FeatureExtraction.extractFeature(query_mat_byte);

    System.out.println(PREFIX + "Extracting the query image feature...");
    System.out.println("query_mat(float,color):" + query_mat_float);
    System.out.println("query_mat(float,gray):" + query_gray);
    System.out.println("query_mat(byte,gray):" + query_mat_byte);
    System.out.println("query_mat_features:" + query_features);
    System.out.println();

    // Store the feature to the hdfs in order to use it later in different map tasks
    System.out.println(PREFIX + "Generating the feature file for the query image in HDFS...");
    FileSystem fs = FileSystem.get(job.getConfiguration());
    String featureFileName = filename.substring(0, filename.lastIndexOf(".")) + ".json";
    FSDataOutputStream fsDataOutputStream =
        fs.create(new Path(HDFS_HOME + USER + ID + INPUT + "/" + featureFileName));
    BufferedWriter bw =
        new BufferedWriter(new OutputStreamWriter(fsDataOutputStream, StandardCharsets.UTF_8));
    bw.write(FeatureExtraction.mat2json(query_features));
    bw.close();
    System.out.println(PREFIX + "Query feature extraction finished...");
    System.out.println();
  }
Пример #12
0
  @SuppressWarnings("unchecked")
  public void testCommitter() throws Exception {
    JobConf job = new JobConf();
    setConfForFileOutputCommitter(job);
    JobContext jContext = new JobContextImpl(job, taskID.getJobID());
    TaskAttemptContext tContext = new TaskAttemptContextImpl(job, taskID);
    FileOutputCommitter committer = new FileOutputCommitter();
    FileOutputFormat.setWorkOutputPath(job, committer.getTempTaskOutputPath(tContext));

    committer.setupJob(jContext);
    committer.setupTask(tContext);
    String file = "test.txt";

    // A reporter that does nothing
    Reporter reporter = Reporter.NULL;
    // write output
    FileSystem localFs = FileSystem.getLocal(job);
    TextOutputFormat theOutputFormat = new TextOutputFormat();
    RecordWriter theRecordWriter = theOutputFormat.getRecordWriter(localFs, job, file, reporter);
    writeOutput(theRecordWriter, reporter);

    // do commit
    committer.commitTask(tContext);
    committer.commitJob(jContext);

    // validate output
    File expectedFile = new File(new Path(outDir, file).toString());
    StringBuffer expectedOutput = new StringBuffer();
    expectedOutput.append(key1).append('\t').append(val1).append("\n");
    expectedOutput.append(val1).append("\n");
    expectedOutput.append(val2).append("\n");
    expectedOutput.append(key2).append("\n");
    expectedOutput.append(key1).append("\n");
    expectedOutput.append(key2).append('\t').append(val2).append("\n");
    String output = UtilsForTests.slurp(expectedFile);
    assertEquals(output, expectedOutput.toString());

    FileUtil.fullyDelete(new File(outDir.toString()));
  }
  public void testFormat() throws Exception {
    JobConf job = new JobConf(conf);
    FileSystem fs = FileSystem.getLocal(conf);
    Path dir = new Path(System.getProperty("test.build.data", ".") + "/mapred");
    Path file = new Path(dir, "test.seq");

    Reporter reporter = Reporter.NULL;

    int seed = new Random().nextInt();
    // LOG.info("seed = "+seed);
    Random random = new Random(seed);

    fs.delete(dir, true);

    FileInputFormat.setInputPaths(job, dir);

    // for a variety of lengths
    for (int length = 0; length < MAX_LENGTH; length += random.nextInt(MAX_LENGTH / 10) + 1) {

      // LOG.info("creating; entries = " + length);

      // create a file with length entries
      SequenceFile.Writer writer =
          SequenceFile.createWriter(fs, conf, file, IntWritable.class, BytesWritable.class);
      try {
        for (int i = 0; i < length; i++) {
          IntWritable key = new IntWritable(i);
          byte[] data = new byte[random.nextInt(10)];
          random.nextBytes(data);
          BytesWritable value = new BytesWritable(data);
          writer.append(key, value);
        }
      } finally {
        writer.close();
      }

      // try splitting the file in a variety of sizes
      InputFormat<IntWritable, BytesWritable> format =
          new SequenceFileInputFormat<IntWritable, BytesWritable>();
      IntWritable key = new IntWritable();
      BytesWritable value = new BytesWritable();
      for (int i = 0; i < 3; i++) {
        int numSplits = random.nextInt(MAX_LENGTH / (SequenceFile.SYNC_INTERVAL / 20)) + 1;
        // LOG.info("splitting: requesting = " + numSplits);
        InputSplit[] splits = format.getSplits(job, numSplits);
        // LOG.info("splitting: got =        " + splits.length);

        // check each split
        BitSet bits = new BitSet(length);
        for (int j = 0; j < splits.length; j++) {
          RecordReader<IntWritable, BytesWritable> reader =
              format.getRecordReader(splits[j], job, reporter);
          try {
            int count = 0;
            while (reader.next(key, value)) {
              // if (bits.get(key.get())) {
              // LOG.info("splits["+j+"]="+splits[j]+" : " +
              // key.get());
              // LOG.info("@"+reader.getPos());
              // }
              assertFalse("Key in multiple partitions.", bits.get(key.get()));
              bits.set(key.get());
              count++;
            }
            // LOG.info("splits["+j+"]="+splits[j]+" count=" +
            // count);
          } finally {
            reader.close();
          }
        }
        assertEquals("Some keys in no partition.", length, bits.cardinality());
      }
    }
  }
Пример #14
0
  public int run(String[] args) throws IOException, ClassNotFoundException, InterruptedException {

    if (args.length != 2) {
      System.out.println("Usage: FeatureMatching ID <inputName.jpeg/inputName.jpg>");
      System.exit(1);
    }

    SimpleDateFormat sdf = new SimpleDateFormat("", Locale.US);
    sdf.applyPattern("yyyy-MM-dd_HH-mm-ss");
    String time = sdf.format(new Date());

    Job job = Job.getInstance();

    ID = "/" + args[0];
    String filename = args[1];
    filename = filename.toLowerCase();
    System.out.println("current filename:" + filename);

    // Detect illegal username (if the username dir doesn't exist)
    File userPath = new File(LOCAL_USER_DIR + ID);
    if (!userPath.exists()) {
      System.out.println("Unauthorized username!!!\nExiting......");
      System.exit(1);
    }
    // Preprocess the input image.jpg from local dir: /local.../user/ID/input/image.jpg
    // Save the features to local dir: hdfs://.../user/ID/input/image.jpg
    extractQueryFeatures2HDFS(filename, job);

    // Add the feature file to the hdfs cache
    String featureFileName = filename.substring(0, filename.lastIndexOf(".")) + ".json";
    //        job.addCacheFile(new Path(HDFS_HOME + USER + ID + INPUT + "/" +
    // featureFileName).toUri());
    job.getConfiguration()
        .set("featureFilePath", HDFS_HOME + USER + ID + INPUT + "/" + featureFileName);

    // Check the file type. Only support jpeg/jpg type images
    String type = filename.substring(args[1].lastIndexOf("."));
    if (!(type.equals(".jpg") || type.equals(".jpeg"))) {
      System.out.println("Image type not supported!!!\nExiting");
      System.exit(1);
    }

    // Input: hdfs://.../features/
    // The feature dir is a location of all features extracted from the database
    String inputPathStr = HDFS_HOME + FEATURES;
    // Output: hdfs://.../user/ID/output/
    String outputPathStr = HDFS_HOME + USER + ID + OUTPUT + "/" + time;

    job.setInputFormatClass(KeyValueTextInputFormat.class);
    //        job.setOutputFormatClass(TextOutputFormat.class);

    // Get the lists of all feature files: /.../features/data/part-*
    FileSystem fs = FileSystem.get(job.getConfiguration());
    FileStatus[] statuses = fs.listStatus(new Path(inputPathStr));
    StringBuffer sb = new StringBuffer();
    for (FileStatus fileStatus : statuses) {
      sb.append(fileStatus.getPath() + ",");
    }
    sb.deleteCharAt(sb.lastIndexOf(","));

    job.setJarByClass(FeatureMatching.class);
    job.setMapperClass(FeatureMatchMapper.class);
    job.setReducerClass(FeatureMatchReducer.class);

    // only need one reducer to collect the result
    job.setNumReduceTasks(1);

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

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

    // Input a directory, so need the recursive input
    FileInputFormat.setInputDirRecursive(job, true);
    // Set the PathFilter, to omit _SUCCESS files
    // (This is not working correctly, as the PathFilter class is an interface rather than a class.
    // But the 2nd arg asks me to extend the PathFilter)
    //        FileInputFormat.setInputPathFilter(job, MyPathFilter.class);
    //
    //        FileInputFormat.setInputPaths(job, new Path(inputPathStr));
    FileInputFormat.setInputPaths(job, sb.toString());
    FileOutputFormat.setOutputPath(job, new Path(outputPathStr));

    boolean success = job.waitForCompletion(true);
    return success ? 0 : 1;
  }
Пример #15
0
    public void map(Text key, Text value, Context context)
        throws InterruptedException, IOException {

      String filename = key.toString();
      String json = value.toString();

      // Make sure the input is valid
      if (!(filename.isEmpty() || json.isEmpty())) {

        // Change the json-type feature to Mat-type feature
        Mat descriptor = json2mat(json);
        if (descriptor != null) {
          // Read the query feature from the cache in Hadoop
          Mat query_features;
          String pathStr = context.getConfiguration().get("featureFilePath");
          FileSystem fs = FileSystem.get(context.getConfiguration());
          FSDataInputStream fsDataInputStream = fs.open(new Path(pathStr));
          StringBuilder sb = new StringBuilder();

          // Use a buffer to read the query_feature
          int remain = fsDataInputStream.available();
          while (remain > 0) {
            int read;
            byte[] buf = new byte[BUF_SIZE];
            read = fsDataInputStream.read(buf, fsDataInputStream.available() - remain, BUF_SIZE);
            sb.append(new String(buf, 0, read, StandardCharsets.UTF_8));
            remain = remain - read;
            System.out.println("remain:" + remain + "\tread:" + read + "\tsb.size:" + sb.length());
          }

          // Read the query_feature line by line
          //                    Scanner sc = new Scanner(fsDataInputStream, "UTF-8");
          //                    StringBuilder sb = new StringBuilder();
          //                    while (sc.hasNextLine()) {
          //                        sb.append(sc.nextLine());
          //                    }
          //                    String query_json = sb.toString();
          //                    String query_json = new String(buf, StandardCharsets.UTF_8);

          String query_json = sb.toString();
          fsDataInputStream.close();
          query_features = json2mat(query_json);

          // Get the similarity of the current database image against the query image
          DescriptorMatcher matcher = DescriptorMatcher.create(DescriptorMatcher.FLANNBASED);
          MatOfDMatch matches = new MatOfDMatch();

          // Ensure the two features have same length of cols (the feature extracted are all 128
          // cols(at least in this case))
          if (query_features.cols() == descriptor.cols()) {

            matcher.match(query_features, descriptor, matches);
            DMatch[] dMatches = matches.toArray();

            // Calculate the max/min distances
            //                    double max_dist = Double.MAX_VALUE;
            //                    double min_dist = Double.MIN_VALUE;
            double max_dist = 0;
            double min_dist = 100;
            for (int i = 0; i < dMatches.length; i++) {
              double dist = dMatches[i].distance;
              if (min_dist > dist) min_dist = dist;
              if (max_dist < dist) max_dist = dist;
            }
            // Only distances ≤ threshold are good matches
            double threshold = max_dist * THRESHOLD_FACTOR;
            //                    double threshold = min_dist * 2;
            LinkedList<DMatch> goodMatches = new LinkedList<DMatch>();

            for (int i = 0; i < dMatches.length; i++) {
              if (dMatches[i].distance <= threshold) {
                goodMatches.addLast(dMatches[i]);
              }
            }

            // Get the ratio of good_matches to all_matches
            double ratio = (double) goodMatches.size() / (double) dMatches.length;

            System.out.println("*** current_record_filename:" + filename + " ***");
            System.out.println("feature:" + descriptor + "\nquery_feature:" + query_features);
            System.out.println(
                "min_dist of keypoints:" + min_dist + "  max_dist of keypoints:" + max_dist);
            System.out.println(
                "total_matches:" + dMatches.length + "\tgood_matches:" + goodMatches.size());
            //                    System.out.println("type:" + descriptor.type() + " channels:" +
            // descriptor.channels() + " rows:" + descriptor.rows() + " cols:" + descriptor.cols());
            //                    System.out.println("qtype:" + query_features.type() + "
            // qchannels:" + query_features.channels() + " qrows:" + query_features.rows() + "
            // qcols:" + query_features.cols());
            System.out.println();

            if (ratio > PERCENTAGE_THRESHOLD) {
              // Key:1        Value:filename|ratio
              context.write(ONE, new Text(filename + "|" + ratio));
              //                        context.write(ONE, new Text(filename + "|" +
              // String.valueOf(goodMatches.size())));
            }
          } else {
            System.out.println("The size of the features are not equal");
          }
        } else {
          // a null pointer, do nothing
          System.out.println("A broken/null feature:" + filename);
          System.out.println();
        }
      }
    }
Пример #16
0
 @After
 public void tearDown() throws IOException {
   fs.delete(new Path(MAP_URI), true);
 }
Пример #17
0
  // Information needed to get a single file:
  // BASE_PATH, FILE_ID, TIMESTAMP_START, TIMESTAMP_STOP, SOURCE, FILESYSTEM
  private static Vector<Path> getFile(
      FileSystem fs, Hashtable<String, String> config, dbutil db_util) throws Exception {
    Long latestVersion = latestVersion(config, db_util);

    try {
      config.put("timestamp_start", config.get("timestamp_start"));
      config.put("timestamp_real", latestVersion.toString());
      config.put("timestamp_stop", latestVersion.toString());
    } catch (Exception E) {
      logger.error("Tryign to get file that is impossible to generate: " + getFullPath(config));
      return null;
    }
    if (Integer.parseInt(config.get("timestamp_start"))
        > Integer.parseInt(config.get("timestamp_stop"))) {
      return null;
    }
    logger.debug(
        "Getting DB for timestamp "
            + config.get("timestamp_start")
            + " to "
            + config.get("timestamp_stop"));

    String final_result = getFullPath(config);

    String temp_path_base =
        config.get("local_temp_path")
            + "_"
            + config.get("task_id")
            + "_"
            + config.get("run_id")
            + "/";
    Path newPath = new Path(final_result + "*");
    Vector<Path> ret_path = new Vector<Path>();
    String lockName = lock(final_result.replaceAll("/", "_"));
    if (fs.globStatus(newPath).length != 0) {
      ret_path.add(newPath);
      unlock(lockName);
      config.put("full_file_name", final_result);
      return ret_path;
    } else {
      if (!config.get("source").equals("local")) {
        config.put("temp_path_base", temp_path_base);

        config.put("timestamp_start", config.get("timestamp_start"));
        config.put("timestamp_real", latestVersion.toString());
        config.put("timestamp_stop", latestVersion.toString());

        Class<?> sourceClass =
            Class.forName("org.gestore.plugin.source." + config.get("source") + "Source");
        Method process_data = sourceClass.getMethod("process", Hashtable.class, FileSystem.class);
        Object processor = sourceClass.newInstance();
        Object retVal;
        try {
          retVal = process_data.invoke(processor, config, fs);
        } catch (InvocationTargetException E) {
          Throwable exception = E.getTargetException();
          logger.error("Unable to call method in child class: " + exception.toString());
          exception.printStackTrace(System.out);
          unlock(lockName);
          return null;
        }
        FileStatus[] files = (FileStatus[]) retVal;
        if (files == null) {
          logger.error("Error getting files, no files returned");
          return null;
        }

        for (FileStatus file : files) {
          Path cur_file = file.getPath();
          Path cur_local_path = new Path(temp_path_base + config.get("file_id"));
          String suffix = getSuffix(config.get("file_id"), cur_file.getName());
          cur_local_path = cur_local_path.suffix(suffix);
          Path res_path = new Path(new String(final_result + suffix));
          logger.debug("Moving file" + cur_file.toString() + " to " + res_path.toString());
          if (config.get("copy").equals("true")) {
            fs.moveFromLocalFile(cur_file, res_path);
          } else {
            fs.rename(cur_file, res_path);
          }
        }

        config.put("full_file_name", final_result);
      }
    }
    unlock(lockName);
    return ret_path;
  }
Пример #18
0
  public int run(String[] args) throws Exception {
    // printUsage();
    /*
     * SETUP
     */
    Configuration argConf = getConf();
    Hashtable<String, String> confArg = new Hashtable<String, String>();
    setup(confArg, argConf);
    Date currentTime = new Date();
    Date endDate = new Date(new Long(confArg.get("timestamp_stop")));
    Boolean full_run = confArg.get("intermediate").matches("(?i).*true.*");
    Boolean quick_add = confArg.get("quick_add").matches("(?i).*true.*");
    logger.info("Running GeStore");

    // ZooKeeper setup
    Configuration config = HBaseConfiguration.create();
    zkWatcher = new ZooKeeperWatcher(config, "Testing", new HBaseAdmin(config));
    zkInstance =
        new ZooKeeper(
            ZKConfig.getZKQuorumServersString(config),
            config.getInt("zookeeper.session.timeout", -1),
            zkWatcher);

    if (!confArg.get("task_id").isEmpty()) {
      confArg.put("temp_path", confArg.get("temp_path") + confArg.get("task_id"));
    }

    String lockRequest = confArg.get("file_id");
    if (!confArg.get("run_id").isEmpty())
      lockRequest = lockRequest + "_" + confArg.get("run_id") + "_";
    if (!confArg.get("task_id").isEmpty())
      lockRequest = lockRequest + "_" + confArg.get("task_id") + "_";

    // Get type of movement
    toFrom type_move = checkArgs(confArg);
    if (type_move == toFrom.LOCAL2REMOTE && !confArg.get("format").equals("unknown")) {
      List<String> arguments = new ArrayList<String>();
      arguments.add("-Dinput=" + confArg.get("local_path"));
      arguments.add("-Dtable=" + confArg.get("file_id"));
      arguments.add("-Dtimestamp=" + confArg.get("timestamp_stop"));
      arguments.add("-Dtype=" + confArg.get("format"));
      arguments.add("-Dtarget_dir=" + confArg.get("base_path") + "_" + confArg.get("file_id"));
      arguments.add("-Dtemp_hdfs_path=" + confArg.get("temp_path"));
      arguments.add("-Drun_id=" + confArg.get("run_id"));
      if (!confArg.get("run_id").isEmpty()) arguments.add("-Drun_id=" + confArg.get("run_id"));
      if (!confArg.get("task_id").isEmpty()) arguments.add("-Dtask_id=" + confArg.get("task_id"));
      if (quick_add) arguments.add("-Dquick_add=" + confArg.get("quick_add"));
      String lockName = lock(lockRequest);
      String[] argumentString = arguments.toArray(new String[arguments.size()]);
      adddb.main(argumentString);
      unlock(lockName);
      System.exit(0);
    }

    // Database registration

    dbutil db_util = new dbutil(config);
    db_util.register_database(confArg.get("db_name_files"), true);
    db_util.register_database(confArg.get("db_name_runs"), true);
    db_util.register_database(confArg.get("db_name_updates"), true);
    FileSystem hdfs = FileSystem.get(config);
    FileSystem localFS = FileSystem.getLocal(config);

    // Get source type
    confArg.put("source", getSource(db_util, confArg.get("db_name_files"), confArg.get("file_id")));
    confArg.put(
        "database", isDatabase(db_util, confArg.get("db_name_files"), confArg.get("file_id")));
    if (!confArg.get("source").equals("local")
        && type_move == toFrom.REMOTE2LOCAL
        && !confArg.get("timestamp_stop").equals(Integer.toString(Integer.MAX_VALUE))) {
      confArg.put("timestamp_stop", Long.toString(latestVersion(confArg, db_util)));
    }

    /*
     * Get previous timestamp
     */
    Get run_id_get = new Get(confArg.get("run_id").getBytes());
    Result run_get = db_util.doGet(confArg.get("db_name_runs"), run_id_get);
    KeyValue run_file_prev =
        run_get.getColumnLatest(
            "d".getBytes(), (confArg.get("file_id") + "_db_timestamp").getBytes());
    String last_timestamp = new String("0");
    if (null != run_file_prev && !confArg.get("source").equals("local")) {
      long last_timestamp_real = run_file_prev.getTimestamp();
      Long current_timestamp = new Long(confArg.get("timestamp_real"));
      if ((current_timestamp - last_timestamp_real) > 36000) {
        last_timestamp = new String(run_file_prev.getValue());
        Integer lastTimestamp = new Integer(last_timestamp);
        lastTimestamp += 1;
        last_timestamp = lastTimestamp.toString();
        logger.info("Last timestamp: " + last_timestamp + " End data: " + endDate);
        Date last_run = new Date(run_file_prev.getTimestamp());
        if (last_run.before(endDate) && !full_run) {
          confArg.put("timestamp_start", last_timestamp);
        }
      }
    }

    Integer tse = new Integer(confArg.get("timestamp_stop"));
    Integer tss = new Integer(confArg.get("timestamp_start"));
    if (tss > tse) {
      logger.info("No new version of requested file.");
      return 0;
    }

    /*
     * Generate file
     */

    String lockName = lock(lockRequest);

    Get file_id_get = new Get(confArg.get("file_id").getBytes());
    Result file_get = db_util.doGet(confArg.get("db_name_files"), file_id_get);
    if (!file_get.isEmpty()) {
      boolean found =
          hasFile(
              db_util,
              hdfs,
              confArg.get("db_name_files"),
              confArg.get("file_id"),
              getFullPath(confArg));
      if (confArg.get("source").equals("fullfile")) {
        found = false;
      }
      String filenames_put =
          getFileNames(
              db_util, confArg.get("db_name_files"), confArg.get("file_id"), getFullPath(confArg));
      // Filename not found in file database
      if (!found && type_move == toFrom.REMOTE2LOCAL) {
        if (!confArg.get("source").equals("local")) {
          // Generate intermediate file
          if (getFile(hdfs, confArg, db_util) == null) {
            unlock(lockName);
            return 1;
          }
          // Put generated file into file database
          if (!confArg.get("format").equals("fullfile")) {
            putFileEntry(
                db_util,
                hdfs,
                confArg.get("db_name_files"),
                confArg.get("file_id"),
                confArg.get("full_file_name"),
                confArg.get("source"));
          }
        } else {
          logger.warn("Remote file not found, and cannot be generated! File: " + confArg);
          unlock(lockName);
          return 1;
        }
      }
    } else {
      if (type_move == toFrom.REMOTE2LOCAL) {
        logger.warn("Remote file not found, and cannot be generated.");
        unlock(lockName);
        return 1;
      }
    }

    /*
     * Copy file
     * Update tables
     */

    if (type_move == toFrom.LOCAL2REMOTE) {
      if (!confArg.get("format").equals("fullfile")) {
        putFileEntry(
            db_util,
            hdfs,
            confArg.get("db_name_files"),
            confArg.get("file_id"),
            getFullPath(confArg),
            confArg.get("source"));
      }
      putRunEntry(
          db_util,
          confArg.get("db_name_runs"),
          confArg.get("run_id"),
          confArg.get("file_id"),
          confArg.get("type"),
          confArg.get("timestamp_real"),
          confArg.get("timestamp_stop"),
          getFullPath(confArg),
          confArg.get("delimiter"));
      hdfs.copyFromLocalFile(new Path(confArg.get("local_path")), new Path(getFullPath(confArg)));
    } else if (type_move == toFrom.REMOTE2LOCAL) {
      FileStatus[] files = hdfs.globStatus(new Path(getFullPath(confArg) + "*"));
      putRunEntry(
          db_util,
          confArg.get("db_name_runs"),
          confArg.get("run_id"),
          confArg.get("file_id"),
          confArg.get("type"),
          confArg.get("timestamp_real"),
          confArg.get("timestamp_stop"),
          getFullPath(confArg),
          confArg.get("delimiter"));
      unlock(lockName);
      for (FileStatus file : files) {
        Path cur_file = file.getPath();
        Path cur_local_path =
            new Path(new String(confArg.get("local_path") + confArg.get("file_id")));
        String suffix = getSuffix(getFileName(confArg), cur_file.getName());
        if (suffix.length() > 0) {
          cur_local_path = cur_local_path.suffix(new String("." + suffix));
        }
        if (confArg.get("copy").equals("true")) {
          String crc = hdfs.getFileChecksum(cur_file).toString();
          if (checksumLocalTest(cur_local_path, crc)) {
            continue;
          } else {
            hdfs.copyToLocalFile(cur_file, cur_local_path);
            writeChecksum(cur_local_path, crc);
          }
        } else {
          System.out.println(cur_local_path + "\t" + cur_file);
        }
      }
    }
    unlock(lockName);
    return 0;
  }