/** initializes the attribute indices. */
 protected void initializeAttributeIndices() {
   m_AttributeIndices.setUpper(m_Data.numAttributes() - 1);
   m_ActiveIndices = new boolean[m_Data.numAttributes()];
   for (int i = 0; i < m_ActiveIndices.length; i++) {
     m_ActiveIndices[i] = m_AttributeIndices.isInRange(i);
   }
 }
Пример #2
0
  /**
   * Determines the output format based on the input format and returns this. In case the output
   * format cannot be returned immediately, i.e., immediateOutputFormat() returns false, then this
   * method will be called from batchFinished().
   *
   * @param inputFormat the input format to base the output format on
   * @return the output format
   * @throws Exception in case the determination goes wrong
   * @see #hasImmediateOutputFormat()
   * @see #batchFinished()
   */
  protected Instances determineOutputFormat(Instances inputFormat) throws Exception {

    Instances data;
    Instances result;
    FastVector atts;
    FastVector values;
    HashSet hash;
    int i;
    int n;
    boolean isDate;
    Instance inst;
    Vector sorted;

    m_Cols.setUpper(inputFormat.numAttributes() - 1);
    data = new Instances(inputFormat);
    atts = new FastVector();
    for (i = 0; i < data.numAttributes(); i++) {
      if (!m_Cols.isInRange(i) || !data.attribute(i).isNumeric()) {
        atts.addElement(data.attribute(i));
        continue;
      }

      // date attribute?
      isDate = (data.attribute(i).type() == Attribute.DATE);

      // determine all available attribtues in dataset
      hash = new HashSet();
      for (n = 0; n < data.numInstances(); n++) {
        inst = data.instance(n);
        if (inst.isMissing(i)) continue;

        if (isDate) hash.add(inst.stringValue(i));
        else hash.add(new Double(inst.value(i)));
      }

      // sort values
      sorted = new Vector();
      for (Object o : hash) sorted.add(o);
      Collections.sort(sorted);

      // create attribute from sorted values
      values = new FastVector();
      for (Object o : sorted) {
        if (isDate) values.addElement(o.toString());
        else values.addElement(Utils.doubleToString(((Double) o).doubleValue(), MAX_DECIMALS));
      }
      atts.addElement(new Attribute(data.attribute(i).name(), values));
    }

    result = new Instances(inputFormat.relationName(), atts, 0);
    result.setClassIndex(inputFormat.classIndex());

    return result;
  }
Пример #3
0
  /**
   * Sets the format of the input instances.
   *
   * @param instanceInfo an Instances object containing the input instance structure (any instances
   *     contained in the object are ignored - only the structure is required).
   * @return true if the outputFormat may be collected immediately
   * @throws Exception if the format couldn't be set successfully
   */
  public boolean setInputFormat(Instances instanceInfo) throws Exception {

    super.setInputFormat(instanceInfo);

    m_Insert.setUpper(instanceInfo.numAttributes());
    Instances outputFormat = new Instances(instanceInfo, 0);
    Attribute newAttribute = null;
    switch (m_AttributeType) {
      case Attribute.NUMERIC:
        newAttribute = new Attribute(m_Name);
        break;
      case Attribute.NOMINAL:
        newAttribute = new Attribute(m_Name, m_Labels);
        break;
      case Attribute.STRING:
        newAttribute = new Attribute(m_Name, (FastVector) null);
        break;
      case Attribute.DATE:
        newAttribute = new Attribute(m_Name, m_DateFormat);
        break;
      default:
        throw new IllegalArgumentException("Unknown attribute type in Add");
    }

    if ((m_Insert.getIndex() < 0) || (m_Insert.getIndex() > getInputFormat().numAttributes())) {
      throw new IllegalArgumentException("Index out of range");
    }
    outputFormat.insertAttributeAt(newAttribute, m_Insert.getIndex());
    setOutputFormat(outputFormat);

    // all attributes, except index of added attribute
    // (otherwise the length of the input/output indices differ)
    Range atts = new Range(m_Insert.getSingleIndex());
    atts.setInvert(true);
    atts.setUpper(outputFormat.numAttributes() - 1);
    initOutputLocators(outputFormat, atts.getSelection());

    return true;
  }