Exemple #1
0
  public DataFES fillVector(F2SF params, Instances is, int inst, DataFES d, Cluster cluster)
      throws InterruptedException {

    long ts = System.nanoTime();

    if (executerService.isShutdown())
      executerService = java.util.concurrent.Executors.newCachedThreadPool();

    final int length = is.length(inst);
    if (d == null || d.len < length)
      d = new DataFES(length, mf.getFeatureCounter().get(PipeGen.REL).shortValue());

    ArrayList<ParallelExtract> pe = new ArrayList<ParallelExtract>();
    for (int i = 0; i < Parser.THREADS; i++)
      pe.add(new ParallelExtract(extractor[i], is, inst, d, (F2SF) params.clone(), cluster));

    for (int w1 = 0; w1 < length; w1++) {
      for (int w2 = w1 + 1; w2 < length; w2++) {

        if (w1 == w2) continue;

        ParallelExtract.add(w1, w2);
      }
    }
    //		for(int i=0;i<efp.length;i++) efp[i].start();
    //		for(int i=0;i<efp.length;i++) efp[i].join();
    executerService.invokeAll(pe);

    timeExtract += (System.nanoTime() - ts);

    return d;
  }
  @Override
  public Object call() {

    try {

      F2SF f = para;

      short[] pos = is.pposs[i];
      int length = pos.length;

      long[] gvs = new long[50];
      long[] svs = new long[220];

      while (true) {

        DSet set = get();
        if (set == null) {
          break;
        }

        int w1 = set.w1;
        int w2 = set.w2;

        f.clear();
        extractor.basic(pos, w1, w2, f);
        d.pl[w1][w2] = f.getScoreF();

        f.clear();

        extractor.basic(pos, w2, w1, f);
        d.pl[w2][w1] = f.getScoreF();

        short[] labels = Edges.get(pos[w1], pos[w2]);
        float[] lab = d.lab[w1][w2];

        final Long2IntInterface li = extractor.li;

        int c = extractor.firstm(is, i, w1, w2, 0, cluster, svs);

        for (int l = 0; l < lab.length; l++) {
          lab[l] = -100;
        }

        for (int l = 0; l < labels.length; l++) {
          short label = labels[l];

          f.clear();
          int lv = extractor.d0.computeLabeValue(label, Extractor.s_type);
          for (int k = 0; k < c; k++) {
            if (svs[k] > 0) {
              f.add(li.l2i(svs[k] + lv));
            }
          }

          lab[label] = f.getScoreF();
        }

        labels = Edges.get(pos[w2], pos[w1]);
        lab = d.lab[w2][w1];

        for (int l = 0; l < lab.length; l++) {
          lab[l] = -100;
        }

        for (int l = 0; l < labels.length; l++) {
          int label = labels[l];

          f.clear();
          int lv = extractor.d0.computeLabeValue(label + Extractor.s_rel1, Extractor.s_type);
          for (int k = 0; k < c; k++) {
            if (svs[k] > 0) {
              f.add(li.l2i(svs[k] + lv));
            }
          }

          lab[label] = f.getScoreF();
        }

        int s = w1 < w2 ? w1 : w2;
        int e = w1 < w2 ? w2 : w1;

        for (int m = 0; m < length; m++) {

          int g = (m == s || e == m) ? -1 : m;

          int cn = extractor.second(is, i, w1, w2, g, 0, cluster, svs);
          int cc = extractor.addClusterFeatures(is, i, w1, w2, g, cluster, 0, gvs, 0);
          // for(int k=0;k<c;k++) dl1.map(f,svs[k]);

          if (m >= w1) {
            labels = Edges.get(pos[w1], pos[w2]);
            float[] lab2 = new float[labels.length];
            for (int l = 0; l < labels.length; l++) {

              short label = labels[l];

              int lx = label + Extractor.s_rel1 * (g < w2 ? 0 : 2);

              f.clear();
              int lv = extractor.d0.computeLabeValue(lx, Extractor.s_type);
              for (int k = 0; k < cn; k++) {
                if (svs[k] > 0) {
                  f.add(li.l2i(svs[k] + lv));
                }
              }
              for (int k = 0; k < cc; k++) {
                if (gvs[k] > 0) {
                  f.add(li.l2i(gvs[k] + lv));
                }
              }

              lab2[l] = f.getScoreF();
            }
            d.gra[w1][w2][m] = lab2;
          }

          if (m <= w2) {
            labels = Edges.get(pos[w2], pos[w1]);
            float lab2[];
            d.gra[w2][w1][m] = lab2 = new float[labels.length];
            for (int l = 0; l < labels.length; l++) {

              int label = labels[l];
              int lx = label + Extractor.s_rel1 * (1 + (g < w1 ? 0 : 2));

              f.clear();
              int lv = extractor.d0.computeLabeValue(lx, Extractor.s_type);
              for (int k = 0; k < cn; k++) {
                if (svs[k] > 0) {
                  f.add(li.l2i(svs[k] + lv));
                }
              }
              for (int k = 0; k < cc; k++) {
                if (gvs[k] > 0) {
                  f.add(li.l2i(gvs[k] + lv));
                }
              }

              lab2[l] = f.getScoreF();
            }
          }

          g = (m == s || e == m) ? -1 : m;

          //	int cn = extractor.second(is,i,w1,w2,g,0, cluster, svs,Extractor._SIB);
          if (m >= w1 && m <= w2) {
            labels = Edges.get(pos[w1], pos[w2]);
            float lab2[] = new float[labels.length];
            d.sib[w1][w2][m] = lab2;

            for (int l = 0; l < labels.length; l++) {

              short label = labels[l];

              int lx = label + Extractor.s_rel1 * (8);
              f.clear();
              int lv = extractor.d0.computeLabeValue(lx, Extractor.s_type);
              for (int k = 0; k < cn; k++) {
                if (svs[k] > 0) {
                  f.add(li.l2i(svs[k] + lv));
                }
              }
              for (int k = 0; k < cc; k++) {
                if (gvs[k] > 0) {
                  f.add(li.l2i(gvs[k] + lv));
                }
              }

              lab2[l] = (float) f.score; // f.getScoreF();
            }
          }
          if (m >= w1 && m <= w2) {
            labels = Edges.get(pos[w2], pos[w1]);
            float[] lab2 = new float[labels.length];
            d.sib[w2][w1][m] = lab2;
            for (int l = 0; l < labels.length; l++) {

              int label = labels[l];

              int lx = label + Extractor.s_rel1 * (9);

              f.clear();
              int lv = extractor.d0.computeLabeValue(lx, Extractor.s_type);
              for (int k = 0; k < cn; k++) {
                if (svs[k] > 0) {
                  f.add(li.l2i(svs[k] + lv));
                }
              }
              for (int k = 0; k < cc; k++) {
                if (gvs[k] > 0) {
                  f.add(li.l2i(gvs[k] + lv));
                }
              }

              lab2[l] = f.score; // f.getScoreF();
            }
          }
        }
      }

    } catch (Exception e) {
      e.printStackTrace();
    }
    return null;
  }