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JPMML class model evaluator extensions
/*
* Copyright (c) 2015 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.LinkedHashMap;
import java.util.List;
import java.util.Map;
import javax.xml.bind.annotation.XmlRootElement;
import javax.xml.bind.annotation.XmlTransient;
import com.google.common.collect.ImmutableMap;
import org.dmg.pmml.DataField;
import org.dmg.pmml.Value;
import org.jpmml.model.ReflectionUtil;
@XmlRootElement (
name = "DataField"
)
public class RichDataField extends DataField implements HasParsedValueMapping {
@XmlTransient
private Map parsedValueMappings = null;
public RichDataField(){
}
public RichDataField(DataField dataField){
ReflectionUtil.copyState(dataField, this);
}
@Override
public Map getValueMapping(TypeInfo typeInfo){
if(this.parsedValueMappings == null){
this.parsedValueMappings = ImmutableMap.copyOf(parseValues(typeInfo));
}
return this.parsedValueMappings;
}
private Map parseValues(TypeInfo typeInfo){
Map result = new LinkedHashMap<>();
List pmmlValues = getValues();
for(Value pmmlValue : pmmlValues){
String stringValue = pmmlValue.getValue();
if(stringValue == null){
throw new MissingAttributeException(pmmlValue, PMMLAttributes.VALUE_VALUE);
}
Value.Property property = pmmlValue.getProperty();
switch(property){
case VALID:
{
FieldValue value = parse(typeInfo, stringValue);
result.put(value, pmmlValue);
}
break;
case INVALID:
case MISSING:
{
FieldValue value;
try {
value = parse(typeInfo, stringValue);
} catch(IllegalArgumentException | TypeCheckException e){
continue;
}
result.put(value, pmmlValue);
}
break;
default:
throw new UnsupportedAttributeException(pmmlValue, property);
}
}
return result;
}
}