org.apache.flink.ml.pipeline

Interface TransformOperation<Instance,Model,Input,Output>

All Superinterfaces:

Serializable

All Known Implementing Classes:

StandardScaler.StandardScalerTransformOperation

public interface TransformOperation<Instance,Model,Input,Output>
extends scala.Serializable

Type class for a transform operation which works on a single element and the corresponding model of the Transformer.

Method Summary

Modifier and Type	Method and Description
DataSet<Model>	getModel(Instance instance, ParameterMap transformParemters) Retrieves the model of the Transformer for which this operation has been defined.
Output	transform(Input element, Model model) Transforms a single element with respect to the model associated with the respective Transformer

Method Detail

getModel

DataSet<Model> getModel(Instance instance,
                        ParameterMap transformParemters)

Retrieves the model of the Transformer for which this operation has been defined.

Parameters:

instance -

transformParemters -

Returns:

transform

Output transform(Input element,
                 Model model)

Transforms a single element with respect to the model associated with the respective Transformer

Parameters:

element -

model -

Returns: