Package org.jpmml.sparkml

Class SparkMLEncoder

java.lang.Object
org.jpmml.converter.PMMLEncoder
org.jpmml.converter.ModelEncoder
org.jpmml.sparkml.SparkMLEncoder
public class SparkMLEncoder extends org.jpmml.converter.ModelEncoder

  • Field Summary

    Fields inherited from class org.jpmml.converter.PMMLEncoder

    VERSION

  • Constructor Summary

    Constructors
    Constructor
    Description
    SparkMLEncoder(org.apache.spark.sql.types.StructType schema, ConverterFactory converterFactory)
     

  • Method Summary

    Modifier and Type
    Method
    Description
    org.dmg.pmml.DataField
    createDataField(String name)
     
    org.jpmml.converter.Feature
    createFeature(org.dmg.pmml.Field<?> field)
     
    org.dmg.pmml.PMML
    encodePMML(org.dmg.pmml.Model model)
     
    ConverterFactory
    getConverterFactory()
     
    List<org.jpmml.converter.Feature>
    getFeatures(String column)
     
    List<org.jpmml.converter.Feature>
    getFeatures(String column, int[] indices)
     
    org.jpmml.converter.Feature
    getOnlyFeature(String column)
     
    org.apache.spark.sql.types.StructType
    getSchema()
     
    boolean
    hasFeatures(String column)
     
    void
    putFeatures(String column, List<org.jpmml.converter.Feature> features)
     
    void
    putOnlyFeature(String column, org.jpmml.converter.Feature feature)
     

    Methods inherited from class org.jpmml.converter.ModelEncoder

    addDecorator, addDecorator, addFeatureImportance, addFeatureImportance, addTransformer, addUnivariateStats, addUnivariateStats, encodeModel, getDecorators, getFeatureImportances, getTransformers, getUnivariateStats, transferContent, transferDecorators, transferFeatureImportances, transferUnivariateStats

    Methods inherited from class org.jpmml.converter.PMMLEncoder

    addDataField, addDefineFunction, addDerivedField, createDataField, createDataField, createDerivedField, createDerivedField, encodeHeader, encodePMML, ensureDerivedField, getDataField, getDataFields, getDefineFunction, getDefineFunctions, getDerivedField, getDerivedFields, getField, removeDataField, removeDerivedField, toCategorical, toContinuous, toOrdinal

    Methods inherited from class java.lang.Object

    equals, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

  • Constructor Details

    • SparkMLEncoder

      public SparkMLEncoder(org.apache.spark.sql.types.StructType schema, ConverterFactory converterFactory)

  • Method Details

    • encodePMML

      public org.dmg.pmml.PMML encodePMML(org.dmg.pmml.Model model)
      Overrides:
      encodePMML in class org.jpmml.converter.ModelEncoder

    • hasFeatures

      public boolean hasFeatures(String column)

    • getOnlyFeature

      public org.jpmml.converter.Feature getOnlyFeature(String column)

    • getFeatures

      public List<org.jpmml.converter.Feature> getFeatures(String column)

    • getFeatures

      public List<org.jpmml.converter.Feature> getFeatures(String column, int[] indices)

    • putOnlyFeature

      public void putOnlyFeature(String column, org.jpmml.converter.Feature feature)

    • putFeatures

      public void putFeatures(String column, List<org.jpmml.converter.Feature> features)

    • createDataField

      public org.dmg.pmml.DataField createDataField(String name)

    • createFeature

      public org.jpmml.converter.Feature createFeature(org.dmg.pmml.Field<?> field)

    • getSchema

      public org.apache.spark.sql.types.StructType getSchema()

    • getConverterFactory

      public ConverterFactory getConverterFactory()