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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.
/*
* 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 , RevisionHandler {
/** for serialization */
private static final long serialVersionUID = -2932848827681070345L;
/** the attribute indices that may be inspected */
protected int[] m_AllowedIndices = null;
/** contains the attribute locations, either true or false Boolean objects */
protected BitSet m_Attributes = null;
/** contains the locator locations, either null or a AttributeLocator reference */
protected ArrayList m_Locators = null;
/** the type of the attribute */
protected int m_Type = -1;
/** the referenced data */
protected Instances m_Data = null;
/** the indices */
protected int[] m_Indices = null;
/** the indices of locator objects */
protected int[] m_LocatorIndices = null;
/**
* Initializes the AttributeLocator with the given data for the specified
* type of attribute. Checks all attributes.
*
* @param data the data to work on
* @param type the type of attribute to locate
*/
public AttributeLocator(Instances data, int type) {
this(data, type, 0, data.numAttributes() - 1);
}
/**
* Initializes the AttributeLocator with the given data for the specified
* type of attribute. Checks only the given range.
*
* @param data the data to work on
* @param type the type of attribute to locate
* @param fromIndex the first index to inspect (including)
* @param toIndex the last index to check (including)
*/
public AttributeLocator(Instances data, int type, int fromIndex, int toIndex) {
super();
int[] indices = new int[toIndex - fromIndex + 1];
for (int i = 0; i < indices.length; i++)
indices[i] = fromIndex + i;
initialize(data, type, indices);
}
/**
* initializes the AttributeLocator with the given data for the specified
* type of attribute. Checks only the given attribute indices.
*
* @param data the data to work on
* @param type the type of attribute to locate
* @param indices the attribute indices to check
*/
public AttributeLocator(Instances data, int type, int[] indices) {
super();
initialize(data, type, indices);
}
/**
* initializes the AttributeLocator
*
* @param data the data to base the search for attributes on
* @param type the type of attribute to look for
* @param indices the indices that are allowed to check
*/
protected void initialize(Instances data, int type, int[] indices) {
m_Data = new Instances(data, 0);
m_Type = type;
m_AllowedIndices = new int[indices.length];
System.arraycopy(indices, 0, m_AllowedIndices, 0, indices.length);
locate();
m_Indices = find(true);
m_LocatorIndices = find(false);
}
/**
* returns the type of attribute that is located
*
* @return the type of attribute
*/
public int getType() {
return m_Type;
}
/**
* returns the indices that are allowed to check for the attribute type
*
* @return the indices that are checked for the attribute type
*/
public int[] getAllowedIndices() {
return m_AllowedIndices;
}
/**
* sets up the structure
*/
protected void locate() {
int i;
m_Attributes = new BitSet(m_AllowedIndices.length);
m_Locators = new ArrayList();
for (i = 0; i < m_AllowedIndices.length; i++) {
if (m_Data.attribute(m_AllowedIndices[i]).type() == Attribute.RELATIONAL)
m_Locators.add(new AttributeLocator(m_Data.attribute(m_AllowedIndices[i]).relation(), getType()));
else
m_Locators.add(null);
m_Attributes.set(i, m_Data.attribute(m_AllowedIndices[i]).type() == getType());
}
}
/**
* returns the underlying data
*
* @return the underlying Instances object
*/
public Instances getData() {
return m_Data;
}
/**
* returns the indices of the searched-for attributes (if TRUE) or the indices
* of AttributeLocator objects (if FALSE)
*
* @param findAtts if true the indices of attributes are located,
* otherwise the ones of AttributeLocator objects
* @return the indices of the attributes or the AttributeLocator objects
*/
protected int[] find(boolean findAtts) {
int i;
int[] result;
ArrayList indices;
// determine locations
indices = new ArrayList();
if (findAtts) {
for (i = 0; i < m_Attributes.size(); i++) {
if (m_Attributes.get(i))
indices.add(new Integer(i));
}
}
else {
for (i = 0; i < m_Locators.size(); i++) {
if (m_Locators.get(i) != null)
indices.add(new Integer(i));
}
}
// fill array
result = new int[indices.size()];
for (i = 0; i < indices.size(); i++)
result[i] = ((Integer) indices.get(i)).intValue();
return result;
}
/**
* returns actual index in the Instances object.
*
* @param index the index in the m_AllowedIndices array
* @return the actual index in the instances object
*/
public int getActualIndex(int index) {
return m_AllowedIndices[index];
}
/**
* Returns the indices of the attributes. These indices are referring
* to the m_AllowedIndices array, not the actual indices in the Instances
* object.
*
* @return the indices of the attributes
* @see #getActualIndex(int)
*/
public int[] getAttributeIndices() {
return m_Indices;
}
/**
* Returns the indices of the AttributeLocator objects. These indices are
* referring to the m_AllowedIndices array, not the actual indices in the
* Instances object.
*
* @return the indices of the AttributeLocator objects
* @see #getActualIndex(int)
*/
public int[] getLocatorIndices() {
return m_LocatorIndices;
}
/**
* Returns the AttributeLocator at the given index. This index refers to
* the index of the m_AllowedIndices array, not the actual Instances object.
*
* @param index the index of the locator to retrieve
* @return the AttributeLocator at the given index
*/
public AttributeLocator getLocator(int index) {
return (AttributeLocator) m_Locators.get(index);
}
/**
* Compares this object with the specified object for order. Returns a
* negative integer, zero, or a positive integer as this object is less
* than, equal to, or greater than the specified object. Only type and
* indices are checked.
*
* @param o the object to compare with
* @return -1 if less than, 0 if equal, +1 if greater than the
* given object
*/
public int compareTo(AttributeLocator o) {
int result;
int i;
result = 0;
// 1. check type
if (this.getType() < o.getType()) {
result = -1;
}
else if (this.getType() > o.getType()) {
result = 1;
}
else {
// 2. check indices
if (this.getAllowedIndices().length < o.getAllowedIndices().length) {
result = -1;
}
else if (this.getAllowedIndices().length > o.getAllowedIndices().length) {
result = 1;
}
else {
for (i = 0; i < this.getAllowedIndices().length; i++) {
if (this.getAllowedIndices()[i] < o.getAllowedIndices()[i]) {
result = -1;
break;
}
else if (this.getAllowedIndices()[i] > o.getAllowedIndices()[i]) {
result = 1;
break;
}
else {
result = 0;
}
}
}
}
return result;
}
/**
* Indicates whether some other object is "equal to" this one. Only type
* and indices are checked.
*
* @param o the AttributeLocator to check for equality
* @return true if the AttributeLocators have the same type and
* indices
*/
public boolean equals(Object o) {
return (compareTo((AttributeLocator) o) == 0);
}
/**
* returns a string representation of this object
*
* @return a string representation
*/
public String toString() {
return m_Attributes.toString();
}
/**
* Returns the revision string.
*
* @return the revision
*/
public String getRevision() {
return RevisionUtils.extract("$Revision: 10649 $");
}
}