org.apache.ignite.ml.pipeline

Class PipelineMdl<K,V>

java.lang.Object

org.apache.ignite.ml.pipeline.PipelineMdl<K,V>

Type Parameters:

K - Type of a key in upstream data.

V - Type of a value in upstream data.

All Implemented Interfaces:

Serializable, AutoCloseable, DeployableObject, IgniteModel<Vector,Double>, Model<Vector,Double>

public final class PipelineMdl<K,V>
extends Object
implements IgniteModel<Vector,Double>, DeployableObject

Wraps the model produced by Pipeline.

See Also:

Serialized Form

Constructor Summary

Constructors

Constructor and Description
PipelineMdl()

Method Summary

Modifier and Type	Method and Description
List<Object>	getDependencies() Returns dependencies of this object that can be object with class defined by client side and unknown for server.
IgniteModel<Vector,Double>	getInternalMdl()
Preprocessor<K,V>	getPreprocessor()
Double	predict(Vector vector) Make a prediction for the specified input arguments.
String	toString()
PipelineMdl<K,V>	withInternalMdl(IgniteModel<Vector,Double> internalMdl)
PipelineMdl<K,V>	withPreprocessor(Preprocessor<K,V> preprocessor)

Methods inherited from class java.lang.Object

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

Methods inherited from interface org.apache.ignite.ml.IgniteModel

andBefore, andThen, andThen, close, combine, toString

Constructor Detail

PipelineMdl

public PipelineMdl()

Method Detail

predict

public Double predict(Vector vector)

Description copied from interface: Model

Make a prediction for the specified input arguments.

Specified by:

predict in interface Model<Vector,Double>

Parameters:

vector - Input arguments.

Returns:

Prediction result.

getPreprocessor

public Preprocessor<K,V> getPreprocessor()

getInternalMdl

public IgniteModel<Vector,Double> getInternalMdl()

withInternalMdl

public PipelineMdl<K,V> withInternalMdl(IgniteModel<Vector,Double> internalMdl)

withPreprocessor

public PipelineMdl<K,V> withPreprocessor(Preprocessor<K,V> preprocessor)

toString

public String toString()

Overrides:

toString in class Object

getDependencies

public List<Object> getDependencies()

Returns dependencies of this object that can be object with class defined by client side and unknown for server.

Specified by:

getDependencies in interface DeployableObject