Examples of HMapIDW

      int numberOfTopics, int numberOfTerms) throws IOException {
    HMapIV<double[]> beta = new HMapIV<double[]>();


    PairOfIntFloat pairOfIntFloat = new PairOfIntFloat();


    HMapIDW hashMap = new HMapIDW();
    // HashMap hashMap = new HashMap();


    // ProbDist hashMap = null;
    // if (!approximateBeta) {
    // hashMap = new HashMap();
    // } else {
    // hashMap = new BloomMap();
    // }


    while (sequenceFileReader.next(pairOfIntFloat, hashMap)) {
      Preconditions.checkArgument(
          pairOfIntFloat.getLeftElement() > 0 && pairOfIntFloat.getLeftElement() <= numberOfTopics,
          "Invalid beta vector for term " + pairOfIntFloat.getLeftElement() + "...");


      // topic is from 1 to K
      int topicIndex = pairOfIntFloat.getLeftElement() - 1;
      double logNormalizer = pairOfIntFloat.getRightElement();
      // double logNormalizer = Math.log(pairOfIntFloat.getRightElement());
      // double logNormalizer = Math.log(hashMap.getNormalizeFactor());


      // logNormalizer = LogMath.add(pairOfIntFloat.getRightElement(),
      // Settings.DEFAULT_LOG_ETA + Math.log(numberOfTerms));


      Iterator<Integer> itr = hashMap.keySet().iterator();
      while (itr.hasNext()) {
        int termIndex = itr.next();
        double logBetaValue = hashMap.get(termIndex);
        // double logBetaValue = Math.log(hashMap.get(termIndex));


        logBetaValue -= logNormalizer;


        if (!beta.containsKey(termIndex)) {

      while (sequenceFileReader.next(intWritable, text)) {
        termIndex.put(intWritable.get(), text.toString());
      }
      PairOfIntFloat pairOfIntFloat = new PairOfIntFloat();
      // HMapIFW hmap = new HMapIFW();
      HMapIDW hmap = new HMapIDW();
      TreeMap<Double, Integer> treeMap = new TreeMap<Double, Integer>();
      sequenceFileReader = new SequenceFile.Reader(fs, betaPath, conf);
      while (sequenceFileReader.next(pairOfIntFloat, hmap)) {
        treeMap.clear();


        System.out.println("==============================");
        System.out.println("Top ranked " + topDisplay + " terms for Topic "
            + pairOfIntFloat.getLeftElement());
        System.out.println("==============================");


        Iterator<Integer> itr1 = hmap.keySet().iterator();
        int temp1 = 0;
        while (itr1.hasNext()) {
          temp1 = itr1.next();
          treeMap.put(-hmap.get(temp1), temp1);
          if (treeMap.size() > topDisplay) {
            treeMap.remove(treeMap.lastKey());
          }
        }

Examples of edu.umd.cloud9.io.map.HMapIDW

Examples of edu.umd.cloud9.io.map.HMapIDW