org.apache.flink.streaming.api.operators.python.embedded

Class AbstractTwoInputEmbeddedPythonFunctionOperator<IN1,IN2,OUT>

java.lang.Object

org.apache.flink.streaming.api.operators.AbstractStreamOperator<OUT>

org.apache.flink.streaming.api.operators.python.AbstractPythonFunctionOperator<OUT>

org.apache.flink.streaming.api.operators.python.embedded.AbstractEmbeddedPythonFunctionOperator<OUT>

org.apache.flink.streaming.api.operators.python.embedded.AbstractEmbeddedDataStreamPythonFunctionOperator<OUT>

org.apache.flink.streaming.api.operators.python.embedded.AbstractTwoInputEmbeddedPythonFunctionOperator<IN1,IN2,OUT>

All Implemented Interfaces:

Serializable, CheckpointListener, ResultTypeQueryable<OUT>, BoundedMultiInput, KeyContext, KeyContextHandler, DataStreamPythonFunctionOperator<OUT>, SetupableStreamOperator<OUT>, StreamOperator<OUT>, StreamOperatorStateHandler.CheckpointedStreamOperator, TwoInputStreamOperator<IN1,IN2,OUT>, YieldingOperator<OUT>

Direct Known Subclasses:

EmbeddedPythonCoProcessOperator, EmbeddedPythonKeyedCoProcessOperator

@Internal
public abstract class AbstractTwoInputEmbeddedPythonFunctionOperator<IN1,IN2,OUT>
extends AbstractEmbeddedDataStreamPythonFunctionOperator<OUT>
implements TwoInputStreamOperator<IN1,IN2,OUT>, BoundedMultiInput

AbstractTwoInputEmbeddedPythonFunctionOperator is responsible for run Python DataStream operators with two input user defined python function in Embedded Python environment.

See Also:

Serialized Form

Field Summary

Fields

Modifier and Type	Field and Description
protected long	timestamp

Fields inherited from class org.apache.flink.streaming.api.operators.python.embedded.AbstractEmbeddedDataStreamPythonFunctionOperator

collector, hasSideOutput, outputTypeInfo, sideOutputContext

Fields inherited from class org.apache.flink.streaming.api.operators.python.embedded.AbstractEmbeddedPythonFunctionOperator

interpreter

Fields inherited from class org.apache.flink.streaming.api.operators.python.AbstractPythonFunctionOperator

bundleFinishedCallback, config, elementCount, lastFinishBundleTime, maxBundleSize, systemEnvEnabled

Fields inherited from class org.apache.flink.streaming.api.operators.AbstractStreamOperator

chainingStrategy, lastRecordAttributes1, lastRecordAttributes2, latencyStats, LOG, metrics, output, processingTimeService, stateHandler, stateKeySelector1, stateKeySelector2, timeServiceManager

Constructor Summary

Constructors

Constructor and Description
AbstractTwoInputEmbeddedPythonFunctionOperator(Configuration config, DataStreamPythonFunctionInfo pythonFunctionInfo, TypeInformation<IN1> inputTypeInfo1, TypeInformation<IN2> inputTypeInfo2, TypeInformation<OUT> outputTypeInfo)

Method Summary

Modifier and Type	Method and Description
void	close() This method is called at the very end of the operator's life, both in the case of a successful completion of the operation, and in the case of a failure and canceling.
abstract List<FlinkFnApi.UserDefinedDataStreamFunction>	createUserDefinedFunctionsProto() Gets the proto representation of the Python user-defined functions to be executed.
void	endInput(int inputId) It is notified that no more data will arrive from the input identified by the inputId.
abstract Object	getFunctionContext() Gets The function context.
abstract Object	getTimerContext() Gets The Timer context.
void	open() This method is called immediately before any elements are processed, it should contain the operator's initialization logic, e.g. state initialization.
void	openPythonInterpreter() Setup method for Python Interpreter.
void	processElement1(StreamRecord<IN1> element) Processes one element that arrived on the first input of this two-input operator.
void	processElement2(StreamRecord<IN2> element) Processes one element that arrived on the second input of this two-input operator.

Methods inherited from class org.apache.flink.streaming.api.operators.python.embedded.AbstractEmbeddedDataStreamPythonFunctionOperator

addSideOutputTags, getJobParameters, getProducedType, getPythonFunctionInfo, getSideOutputTags, setNumPartitions

Methods inherited from class org.apache.flink.streaming.api.operators.python.embedded.AbstractEmbeddedPythonFunctionOperator

createPythonEnvironmentManager, invokeFinishBundle

Methods inherited from class org.apache.flink.streaming.api.operators.python.AbstractPythonFunctionOperator

checkInvokeFinishBundleByCount, finish, getConfiguration, getFlinkMetricContainer, isBundleFinished, prepareSnapshotPreBarrier, processWatermark, setCurrentKey

Methods inherited from class org.apache.flink.streaming.api.operators.AbstractStreamOperator

getChainingStrategy, getContainingTask, getCurrentKey, getExecutionConfig, getInternalTimerService, getKeyedStateBackend, getKeyedStateStore, getMetricGroup, getOperatorConfig, getOperatorID, getOperatorName, getOperatorStateBackend, getOrCreateKeyedState, getPartitionedState, getPartitionedState, getProcessingTimeService, getRuntimeContext, getStateKeySelector1, getStateKeySelector2, getTimeServiceManager, getUserCodeClassloader, hasKeyContext1, hasKeyContext2, initializeState, initializeState, isUsingCustomRawKeyedState, notifyCheckpointAborted, notifyCheckpointComplete, processLatencyMarker, processLatencyMarker1, processLatencyMarker2, processRecordAttributes, processRecordAttributes1, processRecordAttributes2, processWatermark1, processWatermark2, processWatermarkStatus, processWatermarkStatus1, processWatermarkStatus2, reportOrForwardLatencyMarker, setChainingStrategy, setKeyContextElement1, setKeyContextElement2, setMailboxExecutor, setProcessingTimeService, setup, snapshotState, snapshotState, useSplittableTimers

Methods inherited from class java.lang.Object

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

Methods inherited from interface org.apache.flink.streaming.api.operators.TwoInputStreamOperator

processLatencyMarker1, processLatencyMarker2, processRecordAttributes1, processRecordAttributes2, processWatermark1, processWatermark2, processWatermarkStatus1, processWatermarkStatus2

Methods inherited from interface org.apache.flink.streaming.api.operators.StreamOperator

finish, getMetricGroup, getOperatorAttributes, getOperatorID, initializeState, prepareSnapshotPreBarrier, setKeyContextElement1, setKeyContextElement2, snapshotState

Methods inherited from interface org.apache.flink.api.common.state.CheckpointListener

notifyCheckpointAborted, notifyCheckpointComplete

Methods inherited from interface org.apache.flink.streaming.api.operators.KeyContext

getCurrentKey, setCurrentKey

Methods inherited from interface org.apache.flink.streaming.api.operators.python.DataStreamPythonFunctionOperator

copy

Methods inherited from interface org.apache.flink.streaming.api.operators.KeyContextHandler

hasKeyContext

Field Detail

timestamp

protected transient long timestamp

Constructor Detail

AbstractTwoInputEmbeddedPythonFunctionOperator

public AbstractTwoInputEmbeddedPythonFunctionOperator(Configuration config,
                                                      DataStreamPythonFunctionInfo pythonFunctionInfo,
                                                      TypeInformation<IN1> inputTypeInfo1,
                                                      TypeInformation<IN2> inputTypeInfo2,
                                                      TypeInformation<OUT> outputTypeInfo)

Method Detail

open

public void open()
          throws Exception

Description copied from class: AbstractStreamOperator

This method is called immediately before any elements are processed, it should contain the operator's initialization logic, e.g. state initialization.

The default implementation does nothing.

Specified by:

open in interface StreamOperator<OUT>

Overrides:

open in class AbstractEmbeddedDataStreamPythonFunctionOperator<OUT>

Throws:

Exception - An exception in this method causes the operator to fail.

openPythonInterpreter

public void openPythonInterpreter()

Description copied from class: AbstractEmbeddedPythonFunctionOperator

Setup method for Python Interpreter.

Specified by:

openPythonInterpreter in class AbstractEmbeddedPythonFunctionOperator<OUT>

endInput

public void endInput(int inputId)
              throws Exception

Description copied from interface: BoundedMultiInput

It is notified that no more data will arrive from the input identified by the inputId. The inputId is numbered starting from 1, and `1` indicates the first input.

WARNING: It is not safe to use this method to commit any transactions or other side effects! You can use this method to e.g. flush data buffered for the given input or implement an ordered reading from multiple inputs via InputSelectable.

Specified by:

endInput in interface BoundedMultiInput

Throws:

Exception

close

public void close()
           throws Exception

Description copied from interface: StreamOperator

This method is called at the very end of the operator's life, both in the case of a successful completion of the operation, and in the case of a failure and canceling.

This method is expected to make a thorough effort to release all resources that the operator has acquired.

NOTE:It can not emit any records! If you need to emit records at the end of processing, do so in the StreamOperator.finish() method.

Specified by:

close in interface StreamOperator<OUT>

Overrides:

close in class AbstractEmbeddedPythonFunctionOperator<OUT>

Throws:

Exception

processElement1

public void processElement1(StreamRecord<IN1> element)
                     throws Exception

Description copied from interface: TwoInputStreamOperator

Processes one element that arrived on the first input of this two-input operator. This method is guaranteed to not be called concurrently with other methods of the operator.

Specified by:

processElement1 in interface TwoInputStreamOperator<IN1,IN2,OUT>

Throws:

Exception

processElement2

public void processElement2(StreamRecord<IN2> element)
                     throws Exception

Description copied from interface: TwoInputStreamOperator

Processes one element that arrived on the second input of this two-input operator. This method is guaranteed to not be called concurrently with other methods of the operator.

Specified by:

processElement2 in interface TwoInputStreamOperator<IN1,IN2,OUT>

Throws:

Exception

createUserDefinedFunctionsProto

public abstract List<FlinkFnApi.UserDefinedDataStreamFunction> createUserDefinedFunctionsProto()

Gets the proto representation of the Python user-defined functions to be executed.

getFunctionContext

public abstract Object getFunctionContext()

Gets The function context.

getTimerContext

public abstract Object getTimerContext()

Gets The Timer context.