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JPMML class model evaluator
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/*
* 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 FieldValueUtil {
private FieldValueUtil(){
}
static
public FieldValue create(Object value){
if(value == null){
return FieldValues.MISSING_VALUE;
}
DataType dataType;
if(value instanceof Collection){
Collection> values = (Collection>)value;
dataType = TypeUtil.getDataType(values);
} else
{
dataType = TypeUtil.getDataType(value);
}
OpType opType = TypeUtil.getOpType(dataType);
return FieldValue.create(opType, dataType, value);
}
static
public FieldValue create(OpType opType, DataType dataType, Object value){
if(value == null){
return FieldValues.MISSING_VALUE;
}
return FieldValue.create(opType, dataType, value);
}
static
public FieldValue create(TypeInfo typeInfo, Object value){
if(value == null){
return FieldValues.MISSING_VALUE;
}
return FieldValue.create(typeInfo, value);
}
static
public boolean isMissing(Object value){
return (value == null);
}
static
public boolean isMissing(FieldValue value){
return (value == null);
}
static
public boolean isInvalid(FieldValue value){
if(value instanceof ScalarValue){
ScalarValue scalarValue = (ScalarValue)value;
return !scalarValue.isValid();
}
return false;
}
static
public Object getValue(FieldValue value){
return (value != null ? value.getValue() : null);
}
}