edu.iu.dsc.tws.examples.ml.svm.streamer

Class IterativePredictionDataStreamer

java.lang.Object

edu.iu.dsc.tws.api.compute.nodes.BaseNode

edu.iu.dsc.tws.api.compute.nodes.BaseSource

edu.iu.dsc.tws.examples.ml.svm.streamer.IterativePredictionDataStreamer

All Implemented Interfaces:

Closable, Receptor, INode, ISource, IReceptor<java.lang.Double>, java.io.Serializable

public class IterativePredictionDataStreamer
extends BaseSource
implements IReceptor<java.lang.Double>

See Also:

Serialized Form

Field Summary

Fields inherited from class edu.iu.dsc.tws.api.compute.nodes.BaseNode

config, context

Constructor Summary

Constructors

Constructor and Description
IterativePredictionDataStreamer(int features, OperationMode operationMode, boolean isDummy, BinaryBatchModel binaryBatchModel)
IterativePredictionDataStreamer(OperationMode operationMode)

Method Summary

Modifier and Type	Method and Description
void	add(java.lang.String name, DataObject<?> data) This method is called when the data is available
void	compute()
void	execute() Execute without an incoming message
void	getData()
void	initializeBatchModel()
void	initializeBinaryModel(double[][] xy) Binary Model is updated with received batch data
void	realDataStreamer()

Methods inherited from class edu.iu.dsc.tws.api.compute.nodes.BaseNode

close, prepare, reset

Methods inherited from class java.lang.Object

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

Methods inherited from interface edu.iu.dsc.tws.api.compute.modifiers.Receptor

add, getReceivableNames

Methods inherited from interface edu.iu.dsc.tws.api.compute.nodes.INode

prepare

Constructor Detail

IterativePredictionDataStreamer

public IterativePredictionDataStreamer(OperationMode operationMode)

IterativePredictionDataStreamer

public IterativePredictionDataStreamer(int features,
                                       OperationMode operationMode,
                                       boolean isDummy,
                                       BinaryBatchModel binaryBatchModel)

Method Detail

add

public void add(java.lang.String name,
                DataObject<?> data)

Description copied from interface: IReceptor

This method is called when the data is available

Specified by:

add in interface Receptor

Specified by:

add in interface IReceptor<java.lang.Double>

Parameters:

name - name of the input

data - input data

execute

public void execute()

Description copied from interface: ISource

Execute without an incoming message

Specified by:

execute in interface ISource

realDataStreamer

public void realDataStreamer()

getData

public void getData()

initializeBatchModel

public void initializeBatchModel()

initializeBinaryModel

public void initializeBinaryModel(double[][] xy)

Binary Model is updated with received batch data

Parameters:

xy - data points included with label and features

compute

public void compute()