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org.jpmml.converter.PredicateManager Maven / Gradle / Ivy
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JPMML class model converters
/*
* Copyright (c) 2016 Villu Ruusmann
*
* This file is part of JPMML-Converter
*
* JPMML-Converter 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-Converter 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-Converter. If not, see .
*/
package org.jpmml.converter;
import java.util.List;
import org.dmg.pmml.Array;
import org.dmg.pmml.CompoundPredicate;
import org.dmg.pmml.Predicate;
import org.dmg.pmml.SimplePredicate;
import org.dmg.pmml.SimpleSetPredicate;
import org.jpmml.model.PMMLObjectCache;
public class PredicateManager {
private PMMLObjectCache cache = new PMMLObjectCache<>();
public Predicate createPredicate(Feature feature, List> values){
if(values.size() == 1){
Object value = values.get(0);
return createSimplePredicate(feature, SimplePredicate.Operator.EQUAL, value);
}
return createSimpleSetPredicate(feature, SimpleSetPredicate.BooleanOperator.IS_IN, values);
}
public Predicate createSimplePredicate(Feature feature, SimplePredicate.Operator operator, Object value){
Predicate predicate = new SimplePredicate(feature.getName(), operator, value);
return intern(predicate);
}
public Predicate createSimpleSetPredicate(Feature feature, SimpleSetPredicate.BooleanOperator booleanOperator, List> values){
Array array = PMMLUtil.createArray(feature.getDataType(), values);
Predicate predicate = new SimpleSetPredicate(feature.getName(), booleanOperator, array);
return intern(predicate);
}
public Predicate createCompoundPredicate(CompoundPredicate.BooleanOperator booleanOperator, Predicate... predicates){
Predicate predicate = new CompoundPredicate(booleanOperator, null)
.addPredicates(predicates);
return intern(predicate);
}
public Predicate intern(Predicate predicate){
return this.cache.intern(predicate);
}
}
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