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Java library for authoring PMML
/*
* 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 com.google.common.collect.Interner;
import com.google.common.collect.Interners;
import org.dmg.pmml.Array;
import org.dmg.pmml.DataType;
import org.dmg.pmml.Predicate;
import org.dmg.pmml.SimplePredicate;
import org.dmg.pmml.SimpleSetPredicate;
public class PredicateManager {
private Interner interner = Interners.newStrongInterner();
public Predicate createSimpleSetPredicate(Feature feature, List> values){
if(values.size() == 1){
Object value = values.get(0);
return createSimplePredicate(feature, SimplePredicate.Operator.EQUAL, value);
}
Predicate predicate = new InternableSimpleSetPredicate()
.setField(feature.getName())
.setBooleanOperator(SimpleSetPredicate.BooleanOperator.IS_IN)
.setArray(createArray(feature.getDataType(), values));
return intern(predicate);
}
public Predicate createSimplePredicate(Feature feature, SimplePredicate.Operator operator, Object value){
Predicate predicate = new InternableSimplePredicate()
.setField(feature.getName())
.setOperator(operator)
.setValue(value);
return intern(predicate);
}
public Predicate intern(Predicate predicate){
return this.interner.intern(predicate);
}
static
private Array createArray(DataType dataType, List> values){
switch(dataType){
case STRING:
return PMMLUtil.createStringArray(values);
case INTEGER:
// XXX
return PMMLUtil.createIntArray((List)values);
case DOUBLE:
case FLOAT:
// XXX
return PMMLUtil.createRealArray((List)values);
default:
throw new IllegalArgumentException();
}
}
}
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