예제 #1
0
  @Override
  public void setParameter(String name, Object object) throws OperatorException {
    if (name.equals("proportion_threshold")) {
      String value = (String) object;

      try {
        this.setVarianceThreshold(Double.parseDouble(value));
      } catch (NumberFormatException error) {
        super.setParameter(name, value);
      }

    } else if (name.equals("number_of_components")) {
      String value = (String) object;

      try {
        this.setNumberOfComponents(Integer.parseInt(value));
      } catch (NumberFormatException error) {
        super.setParameter(name, value);
      }

    } else if (name.equals("keep_attributes")) {
      String value = (String) object;
      keepAttributes = false;
      if (value.equals("true")) {
        keepAttributes = true;
      }
    } else {
      super.setParameter(name, object);
    }
  }
  /**
   * Helper wrapper for {@link #exampleSetInput that can be called by other operators to apply
   * this operator when it is created anonymously.
   */
  public ExampleSet doWork(ExampleSet exampleSet) throws OperatorException {
    ExampleSet workingSet =
        (isSupportingAttributeRoles())
            ? getSelectedAttributes(exampleSet)
            : new NonSpecialAttributesExampleSet(getSelectedAttributes(exampleSet));

    AbstractModel model = createPreprocessingModel(workingSet);
    model.setParameter(PARAMETER_CREATE_VIEW, getParameterAsBoolean(PARAMETER_CREATE_VIEW));
    model.setOperator(this);
    return model.apply(exampleSet);
  }
  @Override
  public final ExampleSet apply(ExampleSet exampleSet) throws OperatorException {
    ExampleSet workingSet =
        (isSupportingAttributeRoles())
            ? getSelectedAttributes(exampleSet)
            : new NonSpecialAttributesExampleSet(getSelectedAttributes(exampleSet));

    AbstractModel model = createPreprocessingModel(workingSet);
    model.setParameter(PARAMETER_CREATE_VIEW, getParameterAsBoolean(PARAMETER_CREATE_VIEW));
    if (getExampleSetOutputPort().isConnected()) {
      model.setOperator(this);
      exampleSet = model.apply(exampleSet);
      model.setOperator(null);
    }

    modelOutput.deliver(model);
    return exampleSet;
  }