org.wso2.siddhi.extension.timeseries

Class LengthTimeLinearRegressionForecastStreamProcessor

java.lang.Object

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

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

org.wso2.siddhi.extension.timeseries.LengthTimeLinearRegressionForecastStreamProcessor

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

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, executionPlanContext, inputDefinition, log, nextProcessor, queryName, streamEventCloner

Constructor Summary

Constructors

Constructor and Description
LengthTimeLinearRegressionForecastStreamProcessor()

Method Summary

Modifier and Type	Method and Description
Object[]	currentState() Used to collect the serializable state of the processing element, that need to be persisted for reconstructing the element to the same state at a different point of time
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.config.ExecutionPlanContext executionPlanContext) The init method of the LinearRegressionOutlierStreamProcessor, this method will be called before other methods
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) The main processing method that will be called upon event arrival
void	restoreState(Object[] state) Used to restore serialized state of the processing element, for reconstructing the element to the same state as if was on a previous point of time.
void	start() This will be called only once and this can be used to acquire required resources for the processing element.
void	stop() This will be called only once and this can be used to release the acquired resources for processing.

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

LengthTimeLinearRegressionForecastStreamProcessor

public LengthTimeLinearRegressionForecastStreamProcessor()

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.config.ExecutionPlanContext executionPlanContext)

The init method of the LinearRegressionOutlierStreamProcessor, this method will be called before other methods

Specified by:

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

Parameters:

inputDefinition - the incoming stream definition

attributeExpressionExecutors - the executors of each function parameters

executionPlanContext - the context of the execution plan

Returns:

the additional output attributes introduced by the function

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)

The main processing method that will be called upon event arrival

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()

This will be called only once and this can be used to acquire required resources for the processing element. This will be called after initializing the system and before starting to process the events.

stop

public void stop()

This will be called only once and this can be used to release the acquired resources for processing. This will be called before shutting down the system.

currentState

public Object[] currentState()

Used to collect the serializable state of the processing element, that need to be persisted for reconstructing the element to the same state at a different point of time

Returns:

stateful objects of the processing element as an array

restoreState

public void restoreState(Object[] state)

Used to restore serialized state of the processing element, for reconstructing the element to the same state as if was on a previous point of time.

Parameters:

state - the stateful objects of the element as an array on the same order provided by currentState().