/*
* ARX: Powerful Data Anonymization
* Copyright 2012 - 2017 Fabian Prasser, Florian Kohlmayer and contributors
*
* Licensed under the Apache License, Version 2.0 (the "License");
* you may not use this file except in compliance with the License.
* You may obtain a copy of the License at
*
* http://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS,
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
* See the License for the specific language governing permissions and
* limitations under the License.
*/
package org.deidentifier.arx.metric.v2;
import org.deidentifier.arx.aggregates.HierarchyBuilderRedactionBased;
/**
* This class represents a set of domain shares for an attribute. The shares are derived from a functional
* redaction-based generalization hierarchy
*
* @author Fabian Prasser
*/
public class DomainShareRedaction implements DomainShare {
/** SVUID. */
private static final long serialVersionUID = 2015677962393713964L;
/** Meta-data about the nature of the domain of the attribute. */
private double maxValueLength;
/** Meta-data about the nature of the domain of the attribute. */
private double domainSize;
/** Meta-data about the nature of the domain of the attribute. */
private double alphabetSize;
/** For interpolating linearly from input to output range. */
private double minInput;
/** For interpolating linearly from input to output range. */
private double maxInput;
/** For interpolating linearly from input to output range. */
private double minOutput;
/** For interpolating linearly from input to output range. */
private double maxOutput;
/**
* Creates a new set of domain shares derived from the given functional redaction-based hierarchy.
*
* @param builder
*/
public DomainShareRedaction(HierarchyBuilderRedactionBased<?> builder) {
// Store base data
this.domainSize = builder.getDomainSize();
this.alphabetSize = builder.getAlphabetSize();
this.maxValueLength = builder.getMaxValueLength();
// Prepare values for interpolation
this.minInput = 1d / Math.pow(alphabetSize, maxValueLength);
this.maxInput = 1d;
this.minOutput = 1d / domainSize;
this.maxOutput = 1d;
}
/**
* Clone constructor
* @param maxValueLength
* @param domainSize
* @param alphabetSize
* @param minInput
* @param maxInput
* @param minOutput
* @param maxOutput
*/
private DomainShareRedaction(double maxValueLength,
double domainSize,
double alphabetSize,
double minInput,
double maxInput,
double minOutput,
double maxOutput) {
this.maxValueLength = maxValueLength;
this.domainSize = domainSize;
this.alphabetSize = alphabetSize;
this.minInput = minInput;
this.maxInput = maxInput;
this.minOutput = minOutput;
this.maxOutput = maxOutput;
}
@Override
public DomainShareRedaction clone() {
return new DomainShareRedaction(this.maxValueLength,
this.domainSize,
this.alphabetSize,
this.minInput,
this.maxInput,
this.minOutput,
this.maxOutput);
}
/**
* Returns the size of the domain.
*
* @return
*/
@Override
public double getDomainSize() {
return domainSize;
}
/**
* Returns the share of the given value.
*
* @param value
* @param level
* @return
*/
@Override
public double getShare(int value, int level) {
// Compute and interpolate
double input = Math.pow(alphabetSize, (double)level - maxValueLength);
return (input - minInput) / (maxInput - minInput) * (maxOutput - minOutput) + minOutput;
}
}