/*
* INESC-ID, Instituto de Engenharia de Sistemas e Computadores Investigação e Desevolvimento em Lisboa
* Copyright 2013 INESC-ID and/or its affiliates and other
* contributors as indicated by the @author tags. All rights reserved.
* See the copyright.txt in the distribution for a full listing of
* individual contributors.
*
* This is free software; you can redistribute it and/or modify it
* under the terms of the GNU Lesser General Public License as
* published by the Free Software Foundation; either version 3.0 of
* the License, or (at your option) any later version.
*
* This software 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
* Lesser General Public License for more details.
*
* You should have received a copy of the GNU Lesser General Public
* License along with this software; if not, write to the Free
* Software Foundation, Inc., 51 Franklin St, Fifth Floor, Boston, MA
* 02110-1301 USA, or see the FSF site: http://www.fsf.org.
*/
package org.infinispan.dataplacement.c50.keyfeature;
import java.text.NumberFormat;
import java.text.ParseException;
import static java.lang.Double.compare;
/**
* Implements a Feature that has as values a number
*
* @author Pedro Ruivo
* @since 5.2
*/
public class NumericFeature implements Feature {
private static final String[] CLASSES = new String[] {"continuous"};
private final String name;
public NumericFeature(String name) {
if (name == null) {
throw new IllegalArgumentException("Null is not a valid Feature name");
}
this.name = name.replaceAll("\\s", "");
}
@Override
public String getName() {
return name;
}
@Override
public String[] getMachineLearnerClasses() {
return CLASSES;
}
@Override
public FeatureValue createFeatureValue(Object value) {
if (value instanceof Number) {
return new NumericValue((Number) value);
}
throw new IllegalArgumentException("Expected a number type value");
}
@Override
public FeatureValue featureValueFromParser(String value) {
try {
Number number = NumberFormat.getNumberInstance().parse(value);
return new NumericValue(number);
} catch (ParseException e) {
throw new IllegalStateException("Error parsing value from decision tree");
}
}
@Override
public String toString() {
return "NumericFeature{" +
"name='" + name + '\'' +
'}';
}
@Override
public boolean equals(Object o) {
if (this == o) return true;
if (o == null || getClass() != o.getClass()) return false;
NumericFeature that = (NumericFeature) o;
return name != null ? name.equals(that.name) : that.name == null;
}
@Override
public int hashCode() {
return name != null ? name.hashCode() : 0;
}
public static class NumericValue implements FeatureValue {
private final Number value;
private NumericValue(Number value) {
this.value = value;
}
@Override
public boolean isLessOrEqualsThan(FeatureValue other) {
return other instanceof NumericValue &&
compare(value.doubleValue(), ((NumericValue) other).value.doubleValue()) <= 0;
}
@Override
public boolean isGreaterThan(FeatureValue other) {
return other instanceof NumericValue &&
compare(value.doubleValue(), ((NumericValue) other).value.doubleValue()) > 0;
}
@Override
public boolean isEquals(FeatureValue other) {
return other instanceof NumericValue &&
compare(value.doubleValue(), ((NumericValue) other).value.doubleValue()) == 0;
}
@Override
public String getValueAsString() {
return value.toString();
}
@Override
public String toString() {
return "NumericValue{" +
"value=" + value +
'}';
}
}
}