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JPMML class model evaluator
/*
* Copyright (c) 2013 Villu Ruusmann
*
* This file is part of JPMML-Evaluator
*
* JPMML-Evaluator is free software: you can redistribute it and/or modify
* it under the terms of the GNU Affero General Public License as published by
* the Free Software Foundation, either version 3 of the License, or
* (at your option) any later version.
*
* JPMML-Evaluator 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 Affero General Public License for more details.
*
* You should have received a copy of the GNU Affero General Public License
* along with JPMML-Evaluator. If not, see .
*/
package org.jpmml.evaluator;
import java.util.Collection;
import org.dmg.pmml.DataType;
import org.dmg.pmml.OpType;
public class CategoricalValue extends DiscreteValue {
private CategoricalValue(){
}
CategoricalValue(DataType dataType, Object value){
super(dataType, value);
}
@Override
public OpType getOpType(){
return OpType.CATEGORICAL;
}
@Override
public int compareToValue(Object value){
throw new EvaluationException("Categorical value cannot be used in comparison operations");
}
@Override
public int compareToValue(FieldValue value){
throw new EvaluationException("Categorical value cannot be used in comparison operations");
}
static
public FieldValue create(DataType dataType, Object value){
if(value instanceof Collection){
return new CollectionValue(OpType.CATEGORICAL, dataType, (Collection>)value);
}
switch(dataType){
case STRING:
return new CategoricalString(value);
case BOOLEAN:
return new CategoricalBoolean(value);
default:
return new CategoricalValue(dataType, value);
}
}
static
private class CategoricalString extends CategoricalValue {
private CategoricalString(){
}
CategoricalString(Object value){
super(DataType.STRING, value);
}
@Override
public boolean equalsValue(Object value){
if(value instanceof String){
return (asString()).equals(value);
}
return super.equalsValue(value);
}
@Override
public String asString(){
return (String)getValue();
}
}
static
private class CategoricalBoolean extends CategoricalValue {
private CategoricalBoolean(){
}
CategoricalBoolean(Object value){
super(DataType.BOOLEAN, value);
}
@Override
public int compareToValue(Object value){
if(value instanceof Boolean){
return Boolean.compare(asBoolean(), (Boolean)value);
}
Number number;
try {
number = (Number)TypeUtil.parseOrCast(DataType.DOUBLE, value);
} catch(NumberFormatException nfe){
throw nfe;
} catch(TypeCheckException tce){
throw new TypeCheckException(DataType.BOOLEAN, value);
}
return ((Comparable)asDouble()).compareTo(number);
}
@Override
public int compareToValue(FieldValue value){
if(value instanceof ScalarValue){
ScalarValue that = (ScalarValue)value;
if(this.getDataType() == that.getDataType()){
return Boolean.compare(this.asBoolean(), that.asBoolean());
}
}
return compareToValue(value.getValue());
}
@Override
public boolean equalsValue(Object value){
if(value instanceof Boolean){
return (asBoolean()).equals(value);
}
return super.equalsValue(value);
}
@Override
public Boolean asBoolean(){
return (Boolean)getValue();
}
}
}