org.wso2.extension.siddhi.execution.streamingml.classification.perceptron

Class PerceptronClassifierUpdaterStreamProcessorExtension

java.lang.Object

org.wso2.siddhi.core.query.processor.stream.AbstractStreamProcessor

org.wso2.siddhi.core.query.processor.stream.StreamProcessor

org.wso2.extension.siddhi.execution.streamingml.classification.perceptron.PerceptronClassifierUpdaterStreamProcessorExtension

All Implemented Interfaces:

org.wso2.siddhi.core.query.processor.Processor, org.wso2.siddhi.core.util.extension.holder.EternalReferencedHolder, org.wso2.siddhi.core.util.snapshot.Snapshotable

public class PerceptronClassifierUpdaterStreamProcessorExtension
extends org.wso2.siddhi.core.query.processor.stream.StreamProcessor

Build or update a linear binary classification Perceptron model and emit the weights of the features in the order of the attributes.

Field Summary

Fields inherited from class org.wso2.siddhi.core.query.processor.stream.StreamProcessor

outputExpectsExpiredEvents

Fields inherited from class org.wso2.siddhi.core.query.processor.stream.AbstractStreamProcessor

additionalAttributes, attributeExpressionExecutors, attributeExpressionLength, complexEventPopulater, elementId, inputDefinition, nextProcessor, queryName, siddhiAppContext, streamEventCloner

Constructor Summary

Constructors

Constructor and Description
PerceptronClassifierUpdaterStreamProcessorExtension()

Method Summary

Modifier and Type	Method and Description
Map<String,Object>	currentState()
protected List<org.wso2.siddhi.query.api.definition.Attribute>	init(org.wso2.siddhi.query.api.definition.AbstractDefinition inputDefinition, org.wso2.siddhi.core.executor.ExpressionExecutor[] attributeExpressionExecutors, org.wso2.siddhi.core.util.config.ConfigReader configReader, org.wso2.siddhi.core.config.SiddhiAppContext siddhiAppContext)
protected void	process(org.wso2.siddhi.core.event.ComplexEventChunk<org.wso2.siddhi.core.event.stream.StreamEvent> streamEventChunk, org.wso2.siddhi.core.query.processor.Processor nextProcessor, org.wso2.siddhi.core.event.stream.StreamEventCloner streamEventCloner, org.wso2.siddhi.core.event.stream.populater.ComplexEventPopulater complexEventPopulater) Process events received by PerceptronClassifierUpdaterStreamProcessorExtension
void	restoreState(Map<String,Object> state)
void	start()
void	stop()

Methods inherited from class org.wso2.siddhi.core.query.processor.stream.StreamProcessor

init, processEventChunk

Methods inherited from class org.wso2.siddhi.core.query.processor.stream.AbstractStreamProcessor

cloneProcessor, constructStreamEventPopulater, getElementId, getNextProcessor, initProcessor, process, setNextProcessor, setStreamEventCloner, setToLast

Methods inherited from class java.lang.Object

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

Constructor Detail

PerceptronClassifierUpdaterStreamProcessorExtension

public PerceptronClassifierUpdaterStreamProcessorExtension()

Method Detail

init

protected List<org.wso2.siddhi.query.api.definition.Attribute> init(org.wso2.siddhi.query.api.definition.AbstractDefinition inputDefinition,
                                                                    org.wso2.siddhi.core.executor.ExpressionExecutor[] attributeExpressionExecutors,
                                                                    org.wso2.siddhi.core.util.config.ConfigReader configReader,
                                                                    org.wso2.siddhi.core.config.SiddhiAppContext siddhiAppContext)

Specified by:

init in class org.wso2.siddhi.core.query.processor.stream.StreamProcessor

process

protected void process(org.wso2.siddhi.core.event.ComplexEventChunk<org.wso2.siddhi.core.event.stream.StreamEvent> streamEventChunk,
                       org.wso2.siddhi.core.query.processor.Processor nextProcessor,
                       org.wso2.siddhi.core.event.stream.StreamEventCloner streamEventCloner,
                       org.wso2.siddhi.core.event.stream.populater.ComplexEventPopulater complexEventPopulater)

Process events received by PerceptronClassifierUpdaterStreamProcessorExtension

Specified by:

process in class org.wso2.siddhi.core.query.processor.stream.StreamProcessor

Parameters:

streamEventChunk - the event chunk that need to be processed

nextProcessor - the next processor to which the success events need to be passed

streamEventCloner - helps to clone the incoming event for local storage or modification

complexEventPopulater - helps to populate the events with the resultant attributes

start

public void start()

stop

public void stop()

currentState

public Map<String,Object> currentState()

restoreState

public void restoreState(Map<String,Object> state)