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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.List;
import org.dmg.pmml.DataField;
import org.dmg.pmml.DataType;
import org.dmg.pmml.PMMLAttributes;
import org.dmg.pmml.Value;
public class TargetFieldUtil {
private TargetFieldUtil(){
}
static
public Value getValidValue(DataField dataField, Object value){
if(value == null){
return null;
} // End if
if(dataField.hasValues()){
DataType dataType = dataField.getDataType();
if(dataType == null){
throw new MissingAttributeException(dataField, PMMLAttributes.DATAFIELD_DATATYPE);
}
value = TypeUtil.parseOrCast(dataType, value);
List pmmlValues = dataField.getValues();
for(int i = 0, max = pmmlValues.size(); i < max; i++){
Value pmmlValue = pmmlValues.get(i);
Object simpleValue = pmmlValue.getValue();
if(simpleValue == null){
throw new MissingAttributeException(pmmlValue, PMMLAttributes.VALUE_VALUE);
}
Value.Property property = pmmlValue.getProperty();
switch(property){
case VALID:
{
boolean equals = TypeUtil.equals(dataType, value, simpleValue);
if(equals){
return pmmlValue;
}
}
break;
case INVALID:
case MISSING:
break;
default:
throw new UnsupportedAttributeException(pmmlValue, property);
}
}
}
return null;
}
}