org.apache.flink.ml.pipeline

Class ChainedTransformer$

java.lang.Object

org.apache.flink.ml.pipeline.ChainedTransformer$

All Implemented Interfaces:

Serializable

public class ChainedTransformer$
extends Object
implements scala.Serializable

See Also:

Serialized Form

Field Summary

Fields

Modifier and Type	Field and Description
static ChainedTransformer$	MODULE$ Static reference to the singleton instance of this Scala object.

Constructor Summary

Constructors

Constructor and Description
ChainedTransformer$()

Method Summary

Modifier and Type	Method and Description
<L extends Transformer<L>,R extends Transformer<R>,I,T> FitOperation<ChainedTransformer<L,R>,I>	chainedFitOperation(FitOperation<L,I> leftFitOperation, TransformDataSetOperation<L,I,T> leftTransformOperation, FitOperation<R,T> rightFitOperation) FitOperation implementation for ChainedTransformer.
<L extends Transformer<L>,R extends Transformer<R>,I,T,O> TransformDataSetOperation<ChainedTransformer<L,R>,I,O>	chainedTransformOperation(TransformDataSetOperation<L,I,T> transformOpLeft, TransformDataSetOperation<R,T,O> transformOpRight) TransformDataSetOperation implementation for ChainedTransformer.

Methods inherited from class java.lang.Object

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

Field Detail

MODULE$

public static final ChainedTransformer$ MODULE$

Static reference to the singleton instance of this Scala object.

Constructor Detail

ChainedTransformer$

public ChainedTransformer$()

Method Detail

chainedTransformOperation

public <L extends Transformer<L>,R extends Transformer<R>,I,T,O> TransformDataSetOperation<ChainedTransformer<L,R>,I,O> chainedTransformOperation(TransformDataSetOperation<L,I,T> transformOpLeft,
                                                                                                                                                  TransformDataSetOperation<R,T,O> transformOpRight)

TransformDataSetOperation implementation for ChainedTransformer.

First the transform operation of the left Transformer is called with the input data. This generates intermediate data which is fed to the right Transformer's transform operation.

Parameters:

transformOpLeft - TransformDataSetOperation for the left Transformer

transformOpRight - TransformDataSetOperation for the right Transformer

Returns:

chainedFitOperation

public <L extends Transformer<L>,R extends Transformer<R>,I,T> FitOperation<ChainedTransformer<L,R>,I> chainedFitOperation(FitOperation<L,I> leftFitOperation,
                                                                                                                           TransformDataSetOperation<L,I,T> leftTransformOperation,
                                                                                                                           FitOperation<R,T> rightFitOperation)

FitOperation implementation for ChainedTransformer.

First the fit operation of the left Transformer is called with the input data. Then the data is transformed by this Transformer and the given to the fit operation of the right Transformer.

Parameters:

leftFitOperation - FitOperation for the left Transformer

leftTransformOperation - TransformDataSetOperation for the left Transformer

rightFitOperation - FitOperation for the right Transformer

Returns: