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The Waikato Environment for Knowledge Analysis (WEKA), a machine learning workbench. This version represents the developer version, the "bleeding edge" of development, you could say. New functionality gets added to this version.
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/*
 *   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 .
 */

/*
 * FindWithCapabilities.java
 * Copyright (C) 2006-2012 University of Waikato, Hamilton, New Zealand
 */

package weka.core;

import weka.core.Capabilities.Capability;
import weka.gui.GenericPropertiesCreator;

import java.io.BufferedReader;
import java.io.FileReader;
import java.util.Enumeration;
import java.util.Iterator;
import java.util.Properties;
import java.util.StringTokenizer;
import java.util.Vector;

/**
 * Locates all classes with certain capabilities. One should keep in mind, that
 * works only with the default capabilities of a scheme and doesn't take
 * dependencies into account. E.g., a meta-classifier that could have a base
 * classifier handling numeric classes, but by default uses one with a nominal
 * class, will never show up in a search for schemes that handle numeric
 * classes.
 * 
 * 
 *  Valid options are:
 * 

 * 
 * 
 * All class and attribute options can be prefixed with 'not',
 * e.g., '-not-numeric-class'. This makes sure that the returned
 * schemes 'cannot' handle numeric classes.
 * 
 * 
 *  * -num-instances <num>
 *  The minimum number of instances (default 1).
 * 
 * 
 *  * -unary-class
 *  Must handle unray classes.
 * 
 * 
 *  * -binary-class
 *  Must handle binary classes.
 * 
 * 
 *  * -nominal-class
 *  Must handle nominal classes.
 * 
 * 
 *  * -numeric-class
 *  Must handle numeric classes.
 * 
 * 
 *  * -string-class
 *  Must handle string classes.
 * 
 * 
 *  * -date-class
 *  Must handle date classes.
 * 
 * 
 *  * -relational-class
 *  Must handle relational classes.
 * 
 * 
 *  * -missing-class-values
 *  Must handle missing class values.
 * 
 * 
 *  * -no-class
 *  Doesn't need a class.
 * 
 * 
 *  * -unary-atts
 *  Must handle unary attributes.
 * 
 * 
 *  * -binary-atts
 *  Must handle binary attributes.
 * 
 * 
 *  * -nominal-atts
 *  Must handle nominal attributes.
 * 
 * 
 *  * -numeric-atts
 *  Must handle numeric attributes.
 * 
 * 
 *  * -string-atts
 *  Must handle string attributes.
 * 
 * 
 *  * -date-atts
 *  Must handle date attributes.
 * 
 * 
 *  * -relational-atts
 *  Must handle relational attributes.
 * 
 * 
 *  * -missing-att-values
 *  Must handle missing attribute values.
 * 
 * 
 *  * -only-multiinstance
 *  Must handle multi-instance data.
 * 
 * 
 *  * -W <classname>
 *  The Capabilities handler to base the handling on.
 *  The other parameters can be used to override the ones
 *  determined from the handler. Additional parameters for
 *  handler can be passed on after the '--'.
 *  Either '-W' or '-t' can be used.
 * 
 * 
 *  * -t <file>
 *  The dataset to base the capabilities on.
 *  The other parameters can be used to override the ones
 *  determined from the handler.
 *  Either '-t' or '-W' can be used.
 * 
 * 
 *  * -c <num>
 *  The index of the class attribute, -1 for none.
 *  'first' and 'last' are also valid.
 *  Only in conjunction with option '-t'.
 * 
 * 
 *  * -superclass
 *  Superclass to look for in the packages.
 * 
 * 
 *  * -packages
 *  Comma-separated list of packages to search in.
 * 
 * 
 *  * -generic
 *  Retrieves the package list from the GenericPropertiesCreator
 *  for the given superclass. (overrides -packages <list>).
 * 
 * 
 *  * -misses
 *  Also prints the classname that didn't match the criteria.
 * 
 * 
 * 
 * 
 * @author fracpete (fracpete at waikato dot ac dot nz)
 * @version $Revision: 14374 $
 * @see Capabilities
 * @see Capabilities.Capability
 * @see GenericPropertiesCreator
 */
public class FindWithCapabilities implements OptionHandler,
                                             CapabilitiesHandler, 
                                             RevisionHandler, CommandlineRunnable {

  /** the capabilities to look for. */
  protected Capabilities m_Capabilities = new Capabilities(this);

  /** the capabilities to look for to "not have". */
  protected Capabilities m_NotCapabilities = new Capabilities(this);

  /** the packages to search in. */
  protected Vector m_Packages = new Vector();

  /** a capabilities handler to retrieve the capabilities from. */
  protected CapabilitiesHandler m_Handler = null;

  /** a file the capabilities can be based on. */
  protected String m_Filename = "";

  /** the class index, in case the capabilities are based on a file. */
  protected SingleIndex m_ClassIndex = new SingleIndex();

  /**
   * the superclass from the GenericPropertiesCreator to retrieve the packages
   * from.
   */
  protected String m_Superclass = "";

  /** whether to use the GenericPropertiesCreator with the superclass. */
  protected boolean m_GenericPropertiesCreator = false;

  /** the classes that matched. */
  protected Vector m_Matches = new Vector();

  /** the class that didn't match. */
  protected Vector m_Misses = new Vector();

  /** Whether capabilities should not be checked */
  protected boolean m_DoNotCheckCapabilities = false;

  /**
   * Set whether not to check capabilities.
   * 
   * @param doNotCheckCapabilities true if capabilities are not to be checked.
   */
  public void setDoNotCheckCapabilities(boolean doNotCheckCapabilities) {

    m_DoNotCheckCapabilities = doNotCheckCapabilities;
  }

  /**
   * Get whether capabilities checking is turned off.
   * 
   * @return true if capabilities checking is turned off.
   */
  public boolean getDoNotCheckCapabilities() {

    return m_DoNotCheckCapabilities;
  }

  /**
   * Returns an enumeration describing the available options.
   * 
   * @return an enumeration of all the available options.
   */
  @Override
  public Enumeration