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JPMML Apache Spark ML to PMML converter
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/*
* Copyright (c) 2020 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 org.apache.spark.ml.Transformer;
import org.apache.spark.ml.param.shared.HasInputCol;
import org.apache.spark.ml.param.shared.HasInputCols;
import org.apache.spark.ml.param.shared.HasOutputCol;
import org.apache.spark.ml.param.shared.HasOutputCols;
abstract
public class MultiFeatureConverter extends FeatureConverter {
public MultiFeatureConverter(T transformer){
super(transformer);
}
@Override
protected InOutMode getInputMode(){
T transformer = getTransformer();
return getInputMode(transformer);
}
@Override
public InOutMode getOutputMode(){
return getInputMode();
}
static
public String formatName(T transformer, int index){
if(transformer.isSet(transformer.outputCols())){
return transformer.getOutputCols()[index];
} // End if
if(index != 0){
throw new IllegalArgumentException();
}
return transformer.getOutputCol();
}
}
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