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JPMML class model evaluator
/*
* Copyright (c) 2018 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 java.util.Objects;
import com.google.common.base.Predicate;
import org.dmg.pmml.Model;
import org.dmg.pmml.PMML;
import org.jpmml.model.MissingElementException;
import org.jpmml.model.XPathUtil;
public class PMMLUtil {
private PMMLUtil(){
}
static
public Model findModel(PMML pmml, String modelName){
Model model;
if(modelName != null){
Predicate predicate = new Predicate(){
@Override
public boolean apply(Model model){
return Objects.equals(model.getModelName(), modelName);
}
};
model = PMMLUtil.findModel(pmml, predicate, "@modelName=" + modelName);
} else
{
Predicate predicate = new Predicate(){
@Override
public boolean apply(Model model){
return model.isScorable();
}
};
model = PMMLUtil.findModel(pmml, predicate, "@isScorable=true");
}
return model;
}
static
public M findModel(PMML pmml, Class extends M> clazz){
Predicate predicate = new Predicate(){
@Override
public boolean apply(Model model){
return clazz.isInstance(model) && model.isScorable();
}
};
Model model = findModel(pmml, predicate, XPathUtil.formatElement(clazz) + "@isScorable=true");
return clazz.cast(model);
}
static
private Model findModel(PMML pmml, Predicate predicate, String predicateXPath){
if(pmml.hasModels()){
List models = pmml.getModels();
for(Model model : models){
if(predicate.apply(model)){
return model;
}
}
}
throw new MissingElementException(MissingElementException.formatMessage(XPathUtil.formatElement(pmml.getClass()) + "/" + predicateXPath), pmml);
}
}
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