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/*
* Copyright (c) 2021 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.CompoundPredicate;
import org.dmg.pmml.False;
import org.dmg.pmml.Predicate;
import org.dmg.pmml.SimplePredicate;
import org.dmg.pmml.SimpleSetPredicate;
import org.jpmml.model.UnsupportedElementException;
public class ThresholdFeatureUtil {
private ThresholdFeatureUtil(){
}
static
public Predicate createPredicate(ThresholdFeature thresholdFeature, List> values, Object missingValue, PredicateManager predicateManager){
boolean checkMissing = values.remove(missingValue);
Predicate valuesPredicate = (!values.isEmpty() ? predicateManager.createPredicate(thresholdFeature, values) : null);
Predicate missingValuePredicate = (checkMissing ? predicateManager.createSimplePredicate(thresholdFeature, SimplePredicate.Operator.IS_MISSING, null) : null);
if(valuesPredicate != null){
if(missingValuePredicate != null){
return predicateManager.createCompoundPredicate(CompoundPredicate.BooleanOperator.SURROGATE, valuesPredicate, missingValuePredicate);
}
return valuesPredicate;
} // End if
if(missingValuePredicate != null){
return missingValuePredicate;
}
return False.INSTANCE;
}
static
public boolean isMissingValueSafe(Predicate predicate){
if(predicate instanceof SimplePredicate){
SimplePredicate simplePredicate = (SimplePredicate)predicate;
SimplePredicate.Operator operator = simplePredicate.requireOperator();
switch(operator){
case IS_MISSING:
return true;
case IS_NOT_MISSING:
return false;
default:
return false;
}
} else
if(predicate instanceof SimpleSetPredicate){
SimpleSetPredicate simpleSetPredicate = (SimpleSetPredicate)predicate;
return false;
} else
if(predicate instanceof CompoundPredicate){
CompoundPredicate compoundPredicate = (CompoundPredicate)predicate;
CompoundPredicate.BooleanOperator booleanOperator = compoundPredicate.requireBooleanOperator();
switch(booleanOperator){
case SURROGATE:
return true;
default:
return false;
}
} else
if(predicate instanceof False){
return false;
}
throw new UnsupportedElementException(predicate);
}
}
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