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JPMML Apache Spark ML to PMML converter
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/*
* Copyright (c) 2018 Villu Ruusmann
*
* This file is part of JPMML-SparkML
*
* JPMML-SparkML 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-SparkML 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-SparkML. If not, see .
*/
package org.jpmml.sparkml;
import java.util.List;
import java.util.Objects;
import org.jpmml.converter.BinaryFeature;
import org.jpmml.converter.CategoricalFeature;
import org.jpmml.converter.ContinuousFeature;
import org.jpmml.converter.Feature;
import org.jpmml.converter.PMMLEncoder;
import org.jpmml.model.ToStringHelper;
public class BinarizedCategoricalFeature extends Feature {
private List binaryFeatures = null;
public BinarizedCategoricalFeature(PMMLEncoder encoder, CategoricalFeature categoricalFeature, List binaryFeatures){
super(encoder, categoricalFeature.getName(), categoricalFeature.getDataType());
setBinaryFeatures(binaryFeatures);
}
@Override
public ContinuousFeature toContinuousFeature(){
throw new UnsupportedOperationException();
}
@Override
public int hashCode(){
return (31 * super.hashCode()) + Objects.hashCode(this.getBinaryFeatures());
}
@Override
public boolean equals(Object object){
if(object instanceof BinarizedCategoricalFeature){
BinarizedCategoricalFeature that = (BinarizedCategoricalFeature)object;
return super.equals(that) && Objects.equals(this.getBinaryFeatures(), that.getBinaryFeatures());
}
return false;
}
@Override
protected ToStringHelper toStringHelper(){
return super.toStringHelper()
.add("binaryFeatures", getBinaryFeatures());
}
public List getBinaryFeatures(){
return this.binaryFeatures;
}
private void setBinaryFeatures(List binaryFeatures){
if(binaryFeatures != null && binaryFeatures.isEmpty()){
throw new IllegalArgumentException();
}
this.binaryFeatures = Objects.requireNonNull(binaryFeatures);
}
}
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