weka.core.pmml.FieldMetaInfo Maven / Gradle / Ivy

Go to download
Show more of this group Show more artifacts with this name
Show all versions of weka-stable Show documentation
The Waikato Environment for Knowledge Analysis (WEKA), a machine learning workbench. This is the stable version. Apart from bugfixes, this version does not receive any other updates.
There is a newer version: 3.8.6
Show newest version
/*
 *   This program is free software: you can redistribute it and/or modify
 *   it under the terms of the GNU General Public License as published by
 *   the Free Software Foundation, either version 3 of the License, or
 *   (at your option) any later version.
 *
 *   This program is distributed in the hope that it will be useful,
 *   but WITHOUT ANY WARRANTY; without even the implied warranty of
 *   MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
 *   GNU General Public License for more details.
 *
 *   You should have received a copy of the GNU General Public License
 *   along with this program.  If not, see .
 */

/*
 *    FieldMetaInfo.java
 *    Copyright (C) 2008-2012 University of Waikato, Hamilton, New Zealand
 *
 */

package weka.core.pmml;

import java.io.Serializable;

import org.w3c.dom.Element;

import weka.core.Attribute;

/**
 * Abstract superclass for various types of field meta data.
 * 
 * @author Mark Hall (mhall{[at]}pentaho{[dot]}com
 * @version $Revision 1.0 $
 */
public abstract class FieldMetaInfo implements Serializable {

  /** ID added to avoid warning */
  private static final long serialVersionUID = -6116715567129830143L;

  /**
   * Inner class for Values
   */
  public static class Value implements Serializable {

    /**
     * For serialization
     */
    private static final long serialVersionUID = -3981030320273649739L;

    /** The value */
    protected String m_value;

    /**
     * The display value (might hold a human readable value - e.g. product name
     * instead of cryptic code).
     */
    protected String m_displayValue;

    /**
     * Enumerated type for the property. A value can be valid, invalid or
     * indicate a value that should be considered as "missing".
     */
    public enum Property {
      VALID("valid"), INVALID("invalid"), MISSING("missing");

      private final String m_stringVal;

      Property(String name) {
        m_stringVal = name;
      }

      @Override
      public String toString() {
        return m_stringVal;
      }
    }

    protected Property m_property = Property.VALID;

    /**
     * Construct a value.
     * 
     * @param value the Element containing the value
     * @throws Exception if there is a problem constucting the value
     */
    protected Value(Element value) throws Exception {
      m_value = value.getAttribute("value");
      String displayV = value.getAttribute("displayValue");
      if (displayV != null && displayV.length() > 0) {
        m_displayValue = displayV;
      }
      String property = value.getAttribute("property");
      if (property != null && property.length() > 0) {
        for (Property p : Property.values()) {
          if (p.toString().equals(property)) {
            m_property = p;
            break;
          }
        }
      }
    }

    @Override
    public String toString() {
      String retV = m_value;
      if (m_displayValue != null) {
        retV += "(" + m_displayValue + "): " + m_property.toString();
      }
      return retV;
    }

    public String getValue() {
      return m_value;
    }

    public String getDisplayValue() {
      return m_displayValue;
    }

    public Property getProperty() {
      return m_property;
    }
  }

  /**
   * Inner class for an Interval.
   */
  public static class Interval implements Serializable {

    /**
     * For serialization
     */
    private static final long serialVersionUID = -7339790632684638012L;

    /** The left boundary value */
    protected double m_leftMargin = Double.NEGATIVE_INFINITY;

    /** The right boundary value */
    protected double m_rightMargin = Double.POSITIVE_INFINITY;

    /**
     * Enumerated type for the closure.
     */
    public enum Closure {
      OPENCLOSED("openClosed", "(", "]"), OPENOPEN("openOpen", "(", ")"), CLOSEDOPEN(
        "closedOpen", "[", ")"), CLOSEDCLOSED("closedClosed", "[", "]");

      private final String m_stringVal;
      private final String m_left;
      private final String m_right;

      Closure(String name, String left, String right) {
        m_stringVal = name;
        m_left = left;
        m_right = right;
      }

      @Override
      public String toString() {
        return m_stringVal;
      }

      public String toString(double leftMargin, double rightMargin) {
        return m_left + leftMargin + "-" + rightMargin + m_right;
      }
    }

    protected Closure m_closure = Closure.OPENOPEN;

    /**
     * Construct an interval.
     * 
     * @param interval the Element containing the interval
     * @throws Exception if there is a problem constructing the interval
     */
    protected Interval(Element interval) throws Exception {
      String leftM = interval.getAttribute("leftMargin");
      try {
        m_leftMargin = Double.parseDouble(leftM);
      } catch (IllegalArgumentException ex) {
        throw new Exception("[Interval] Can't parse left margin as a number");
      }

      String rightM = interval.getAttribute("rightMargin");
      try {
        m_rightMargin = Double.parseDouble(rightM);
      } catch (IllegalArgumentException ex) {
        throw new Exception("[Interval] Can't parse right margin as a number");
      }

      String closure = interval.getAttribute("closure");
      if (closure == null || closure.length() == 0) {
        throw new Exception("[Interval] No closure specified!");
      }
      for (Closure c : Closure.values()) {
        if (c.toString().equals(closure)) {
          m_closure = c;
          break;
        }
      }
    }

    /**
     * Returns true if this interval contains the supplied value.
     * 
     * @param value the value to check
     * @return true if the interval contains the supplied value
     */
    public boolean containsValue(double value) {
      boolean result = false;

      switch (m_closure) {
      case OPENCLOSED:
        if (value > m_leftMargin && value <= m_rightMargin) {
          result = true;
        }
        break;
      case OPENOPEN:
        if (value > m_leftMargin && value < m_rightMargin) {
          result = true;
        }
        break;
      case CLOSEDOPEN:
        if (value >= m_leftMargin && value < m_rightMargin) {
          result = true;
        }
        break;
      case CLOSEDCLOSED:
        if (value >= m_leftMargin && value <= m_rightMargin) {
          result = true;
        }
        break;
      default:
        result = false;
        break;
      }

      return result;
    }

    @Override
    public String toString() {
      return m_closure.toString(m_leftMargin, m_rightMargin);
    }
  }

  // -----------------------------

  /** the name of the field */
  protected String m_fieldName;

  /**
   * Enumerated type for the Optype
   */
  public enum Optype {
    NONE("none"), CONTINUOUS("continuous"), CATEGORICAL("categorical"), ORDINAL(
      "ordinal");

    private final String m_stringVal;

    Optype(String name) {
      m_stringVal = name;
    }

    @Override
    public String toString() {
      return m_stringVal;
    }
  }

  /** The optype for the target */
  protected Optype m_optype = Optype.NONE;

  /**
   * Get the optype.
   * 
   * @return the optype
   */
  public Optype getOptype() {
    return m_optype;
  }

  /**
   * Get the name of this field.
   * 
   * @return the name of this field
   */
  public String getFieldName() {
    return m_fieldName;
  }

  /**
   * Construct a new FieldMetaInfo.
   * 
   * @param field the Element containing the field
   */
  public FieldMetaInfo(Element field) {
    m_fieldName = field.getAttribute("name");

    String opType = field.getAttribute("optype");
    if (opType != null && opType.length() > 0) {
      for (Optype o : Optype.values()) {
        if (o.toString().equals(opType)) {
          m_optype = o;
          break;
        }
      }
    }
  }

  /**
   * Return this field as an Attribute.
   * 
   * @return an Attribute for this field.
   */
  public abstract Attribute getFieldAsAttribute();
}