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JPMML class model evaluator
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/*
* Copyright (c) 2014 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.functions;
import org.dmg.pmml.DataType;
import org.dmg.pmml.OpType;
import org.jpmml.evaluator.FieldValue;
import org.jpmml.evaluator.FieldValueUtil;
import org.jpmml.evaluator.FieldValues;
import org.jpmml.evaluator.TypeUtil;
import org.jpmml.evaluator.UndefinedResultException;
abstract
public class ArithmeticFunction extends BinaryFunction implements MissingValueTolerant {
public ArithmeticFunction(String name){
super(name);
}
abstract
public Number evaluate(Number left, Number right);
@Override
public FieldValue evaluate(FieldValue first, FieldValue second){
// "If one of the input fields of a simple arithmetic function is a missing value, then the result evaluates to missing value"
if(FieldValueUtil.isMissing(first) || FieldValueUtil.isMissing(second)){
return FieldValues.MISSING_VALUE;
}
DataType dataType = TypeUtil.getCommonDataType(first.getDataType(), second.getDataType());
Number result;
try {
result = evaluate(first.asNumber(), second.asNumber());
} catch(ArithmeticException ae){
throw new UndefinedResultException()
.initCause(ae);
}
return FieldValueUtil.create(OpType.CONTINUOUS, dataType, result);
}
}