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JPMML Apache Spark ML to PMML converter
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/*
* Copyright (c) 2016 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.feature;
import java.util.Arrays;
import java.util.List;
import org.apache.spark.ml.feature.ChiSqSelectorModel;
import org.jpmml.converter.Feature;
import org.jpmml.sparkml.FeatureConverter;
import org.jpmml.sparkml.SparkMLEncoder;
public class ChiSqSelectorModelConverter extends FeatureConverter {
public ChiSqSelectorModelConverter(ChiSqSelectorModel transformer){
super(transformer);
}
@Override
public List encodeFeatures(SparkMLEncoder encoder){
ChiSqSelectorModel transformer = getTransformer();
int[] indices = transformer.selectedFeatures();
if(indices.length > 0){
indices = indices.clone();
Arrays.sort(indices);
}
return encoder.getFeatures(transformer.getFeaturesCol(), indices);
}
}
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