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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 .
 */

/*
 *    StructureProducer.java
 *    Copyright (C) 2011-2012 University of Waikato, Hamilton, New Zealand
 *
 */

package weka.gui.beans;

import weka.core.Instances;

/**
 * Interface for something that can describe the structure of what
 * is encapsulated in a named event type as an empty set of
 * Instances (i.e. attribute information only). For example,
 * batchAssociationRulesEvent can be described as LHS (String), RHS (String)
 * and a number of metrics (Numeric); dataSetEvent, instanceEvent, 
 * trainingSetEvent etc. are all straightforward, since they already
 * encapsulate instances; textEvent can be described in terms of
 * the title (String) and the body (String) of the text. Sometimes
 * it is not possible to know the structure of the encapsulated output
 * in advance (e.g. certain filters may not know how many attributes
 * will be produced until the input data arrives), in this case
 * any implementing class can return null to indicate this. 
 * 
 * @author Mark Hall (mhall{[at]}pentaho{[dot]}com)
 * @version $Revision: 8034 $
 *
 */
public interface StructureProducer {
  
  /**
   * Get the structure of the output encapsulated in the named
   * event. If the structure can't be determined in advance of
   * seeing input, or this StructureProducer does not generate
   * the named event, null should be returned.
   * 
   * @param eventName the name of the output event that encapsulates
   * the requested output.
   * 
   * @return the structure of the output encapsulated in the named
   * event or null if it can't be determined in advance of seeing input
   * or the named event is not generated by this StructureProduce.
   */
  public Instances getStructure(String eventName);
}