com.flipkart.fdp.ml.adapter.BucketizerModelInfoAdapter Maven / Gradle / Ivy

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package com.flipkart.fdp.ml.adapter;

import com.flipkart.fdp.ml.modelinfo.BucketizerModelInfo;
import org.apache.spark.ml.feature.Bucketizer;
import org.apache.spark.sql.DataFrame;

import java.util.LinkedHashSet;
import java.util.Set;

/**
 * Transforms Spark's {@link Bucketizer} in MlLib to  {@link com.flipkart.fdp.ml.modelinfo.BucketizerModelInfo} object
 * that can be exported through {@link com.flipkart.fdp.ml.export.ModelExporter}
 */
public class BucketizerModelInfoAdapter extends AbstractModelInfoAdapter {

    @Override
    public BucketizerModelInfo getModelInfo(final Bucketizer from, final DataFrame df) {
        final BucketizerModelInfo modelInfo = new BucketizerModelInfo();
        modelInfo.setSplits(from.getSplits());

        Set inputKeys = new LinkedHashSet();
        inputKeys.add(from.getInputCol());
        modelInfo.setInputKeys(inputKeys);

        Set outputKeys = new LinkedHashSet();
        outputKeys.add(from.getOutputCol());
        modelInfo.setOutputKeys(outputKeys);
        return modelInfo;
    }

    @Override
    public Class getSource() {
        return Bucketizer.class;
    }

    @Override
    public Class getTarget() {
        return BucketizerModelInfo.class;
    }
}