Package org.apache.wayang.spark.operators

Class SparkKafkaTopicSource

java.lang.Object

org.apache.wayang.core.plan.wayangplan.OperatorBase

org.apache.wayang.core.plan.wayangplan.UnarySource<String>

org.apache.wayang.basic.operators.KafkaTopicSource

org.apache.wayang.spark.operators.SparkKafkaTopicSource

All Implemented Interfaces:

Serializable, ActualOperator, ElementaryOperator, ExecutionOperator, Operator, SparkExecutionOperator

public class SparkKafkaTopicSource
extends KafkaTopicSource
implements SparkExecutionOperator

Spark implementation of the KafkaTopicSource. Reads topics from a Kafka cluster.

See Also:

• SparkKafkaTopicSink
• Serialized Form

Nested Class Summary

Nested classes/interfaces inherited from class org.apache.wayang.basic.operators.KafkaTopicSource

KafkaTopicSource.CardinalityEstimator

Nested classes/interfaces inherited from class org.apache.wayang.core.plan.wayangplan.OperatorBase

OperatorBase.GsonSerializer

Field Summary

Fields inherited from class org.apache.wayang.core.plan.wayangplan.OperatorBase

inputSlots, outputSlots, STANDARD_OPERATOR_ARGS

Fields inherited from interface org.apache.wayang.core.plan.wayangplan.Operator

FIRST_EPOCH

Constructor Summary

Constructors

Constructor	Description
SparkKafkaTopicSource(String inputUrl)
SparkKafkaTopicSource(String inputUrl, String encoding)
SparkKafkaTopicSource(KafkaTopicSource that)	Copies an instance (exclusive of broadcasts).

Method Summary

Modifier and Type	Method	Description
boolean	containsAction()	Tell whether this instances is a Spark action.
protected ExecutionOperator	createCopy()
Tuple<Collection<ExecutionLineageNode>,Collection<ChannelInstance>>	evaluate(ChannelInstance[] inputs, ChannelInstance[] outputs, SparkExecutor sparkExecutor, OptimizationContext.OperatorContext operatorContext)	Evaluates this operator.
Collection<String>	getLoadProfileEstimatorConfigurationKeys()	Provide the Configuration keys for the LoadProfileEstimator specification of this instance.
List<ChannelDescriptor>	getSupportedInputChannels(int index)	Display the supported Channels for a certain InputSlot.
List<ChannelDescriptor>	getSupportedOutputChannels(int index)	Display the supported Channels for a certain OutputSlot.

Methods inherited from class org.apache.wayang.basic.operators.KafkaTopicSource

createCardinalityEstimator, getConsumer, getConsumer, getDefaultProperties, getEncoding, getTopicName, initConsumer, loadConfig, startConsuming

Methods inherited from class org.apache.wayang.core.plan.wayangplan.UnarySource

getOutput, getType

Methods inherited from class org.apache.wayang.core.plan.wayangplan.OperatorBase

accept, addBroadcastInput, addTargetPlatform, at, collectMappedInputSlots, collectMappedOutputSlots, copy, getAllInputs, getAllOutputs, getCardinalityEstimator, getContainer, getEpoch, getName, getOriginal, getSimpleClassName, getTargetPlatforms, isAuxiliary, isSupportingBroadcastInputs, propagateInputCardinality, propagateOutputCardinality, setAuxiliary, setCardinalityEstimator, setContainer, setEpoch, setName, toString

Methods inherited from class java.lang.Object

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

Methods inherited from interface org.apache.wayang.core.plan.wayangplan.ActualOperator

accept

Methods inherited from interface org.apache.wayang.core.plan.wayangplan.ElementaryOperator

createCardinalityEstimator, getCardinalityEstimator, isAuxiliary, setAuxiliary, setCardinalityEstimator

Methods inherited from interface org.apache.wayang.core.plan.wayangplan.ExecutionOperator

copy, createLoadProfileEstimator, createOutputChannelInstances, getLimitBaseKey, getLoadProfileEstimatorConfigurationKey, getOriginal, getOutputChannelDescriptor, isFiltered

Methods inherited from interface org.apache.wayang.core.plan.wayangplan.Operator

addBroadcastInput, addTargetPlatform, broadcastTo, broadcastTo, collectMappedInputSlots, collectMappedOutputSlots, connectTo, connectTo, getAllInputs, getAllOutputs, getCardinalityPusher, getContainer, getEffectiveOccupant, getEffectiveOccupant, getEpoch, getEstimationContextProperties, getForwards, getInnermostLoop, getInput, getInput, getLoopStack, getName, getNumBroadcastInputs, getNumInputs, getNumOutputs, getNumRegularInputs, getOuterInputSlot, getOutermostInputSlot, getOutermostOutputSlots, getOutput, getOutput, getParent, getTargetPlatforms, isAlternative, isConversion, isElementary, isExecutionOperator, isFeedbackInput, isFeedforwardOutput, isLoopHead, isLoopSubplan, isOwnerOf, isReading, isSink, isSource, isSubplan, isSupportingBroadcastInputs, isUnconnected, propagateInputCardinality, propagateOutputCardinality, propagateOutputCardinality, replaceWith, setContainer, setEpoch, setInput, setName, setOutput

Methods inherited from interface org.apache.wayang.spark.operators.SparkExecutionOperator

getPlatform, name, name

Constructor Details

SparkKafkaTopicSource

public SparkKafkaTopicSource(String inputUrl,
 String encoding)

SparkKafkaTopicSource

public SparkKafkaTopicSource(String inputUrl)

SparkKafkaTopicSource

public SparkKafkaTopicSource(KafkaTopicSource that)

Copies an instance (exclusive of broadcasts).

Parameters:

that - that should be copied

Method Details

evaluate

public Tuple<Collection<ExecutionLineageNode>,Collection<ChannelInstance>> evaluate(ChannelInstance[] inputs,
 ChannelInstance[] outputs,
 SparkExecutor sparkExecutor,
 OptimizationContext.OperatorContext operatorContext)

Description copied from interface: SparkExecutionOperator

Evaluates this operator. Takes a set of ChannelInstances according to the operator inputs and manipulates a set of ChannelInstances according to the operator outputs -- unless the operator is a sink, then it triggers execution.

In addition, this method should give feedback of what this instance was doing by wiring the LazyExecutionLineageNodes of input and ouput ChannelInstances and providing a Collection of executed ExecutionLineageNodes.

Specified by:

evaluate in interface SparkExecutionOperator

Parameters:

inputs - ChannelInstances that satisfy the inputs of this operator

outputs - ChannelInstances that accept the outputs of this operator

sparkExecutor - SparkExecutor that executes this instance

operatorContext - optimization information for this instance

Returns:

Collections of what has been executed and produced

createCopy

protected ExecutionOperator createCopy()

Overrides:

createCopy in class OperatorBase

getLoadProfileEstimatorConfigurationKeys

public Collection<String> getLoadProfileEstimatorConfigurationKeys()

Description copied from interface: ExecutionOperator

Provide the Configuration keys for the LoadProfileEstimator specification of this instance.

Specified by:

getLoadProfileEstimatorConfigurationKeys in interface ExecutionOperator

Returns:

the Configuration keys

getSupportedInputChannels

public List<ChannelDescriptor> getSupportedInputChannels(int index)

Description copied from interface: ExecutionOperator

Display the supported Channels for a certain InputSlot.

Specified by:

getSupportedInputChannels in interface ExecutionOperator

Parameters:

index - the index of the InputSlot

Returns:

an List of Channels' Classes, ordered by their preference of use

getSupportedOutputChannels

public List<ChannelDescriptor> getSupportedOutputChannels(int index)

Description copied from interface: ExecutionOperator

Display the supported Channels for a certain OutputSlot.

Specified by:

getSupportedOutputChannels in interface ExecutionOperator

Parameters:

index - the index of the OutputSlot

Returns:

an List of Channels' Classes, ordered by their preference of use

See Also:

• ExecutionOperator.getOutputChannelDescriptor(int)

containsAction

public boolean containsAction()

Description copied from interface: SparkExecutionOperator

Tell whether this instances is a Spark action. This is important to keep track on when Spark is actually initialized.

Specified by:

containsAction in interface SparkExecutionOperator

Returns:

whether this instance issues Spark actions