org.apache.flink.table.runtime.operators.join.stream

Class MiniBatchStreamingJoinOperator

java.lang.Object

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

org.apache.flink.table.runtime.operators.join.stream.AbstractStreamingJoinOperator

org.apache.flink.table.runtime.operators.join.stream.StreamingJoinOperator

org.apache.flink.table.runtime.operators.join.stream.MiniBatchStreamingJoinOperator

All Implemented Interfaces:

Serializable, CheckpointListener, KeyContext, KeyContextHandler, SetupableStreamOperator<RowData>, StreamOperator<RowData>, StreamOperatorStateHandler.CheckpointedStreamOperator, TwoInputStreamOperator<RowData,RowData,RowData>, YieldingOperator<RowData>, BundleTriggerCallback

public abstract class MiniBatchStreamingJoinOperator
extends StreamingJoinOperator
implements BundleTriggerCallback

Streaming unbounded Join base operator which support mini-batch join.

See Also:

Serialized Form

Nested Class Summary

Nested classes/interfaces inherited from class org.apache.flink.table.runtime.operators.join.stream.AbstractStreamingJoinOperator

AbstractStreamingJoinOperator.AssociatedRecords, AbstractStreamingJoinOperator.OuterRecord

Field Summary

Fields inherited from class org.apache.flink.table.runtime.operators.join.stream.StreamingJoinOperator

leftIsOuter, leftRecordStateView, rightIsOuter, rightRecordStateView

Fields inherited from class org.apache.flink.table.runtime.operators.join.stream.AbstractStreamingJoinOperator

collector, joinCondition, LEFT_RECORDS_STATE_NAME, leftInputSideSpec, leftStateRetentionTime, leftType, RIGHT_RECORDS_STATE_NAME, rightInputSideSpec, rightStateRetentionTime, rightType

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

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

Constructor Summary

Constructors

Constructor and Description
MiniBatchStreamingJoinOperator(org.apache.flink.table.runtime.operators.join.stream.MiniBatchStreamingJoinOperator.MiniBatchStreamingJoinParameter parameter)

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.
void	finish() This method is called at the end of data processing.
void	finishBundle() This method is invoked to finish current bundle and start a new one when the trigger was fired.
static MiniBatchStreamingJoinOperator	newMiniBatchStreamJoinOperator(FlinkJoinType joinType, InternalTypeInfo<RowData> leftType, InternalTypeInfo<RowData> rightType, GeneratedJoinCondition generatedJoinCondition, JoinInputSideSpec leftInputSideSpec, JoinInputSideSpec rightInputSideSpec, boolean leftIsOuter, boolean rightIsOuter, boolean[] filterNullKeys, long leftStateRetentionTime, long rightStateRetentionTime, CoBundleTrigger<RowData,RowData> coBundleTrigger)
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	prepareSnapshotPreBarrier(long checkpointId) This method is called when the operator should do a snapshot, before it emits its own checkpoint barrier.
protected abstract void	processBundles(BufferBundle<?> leftBuffer, BufferBundle<?> rightBuffer)
void	processElement1(StreamRecord<RowData> element) Processes one element that arrived on the first input of this two-input operator.
void	processElement2(StreamRecord<RowData> element) Processes one element that arrived on the second input of this two-input operator.
protected void	processSingleSideBundles(BufferBundle<?> inputBuffer, JoinRecordStateView inputSideStateView, JoinRecordStateView otherSideStateView, boolean inputIsLeft) RetractMsg+accumulatingMsg would be optimized which would keep sending retractMsg but do not deal with state.
void	processWatermark1(Watermark mark) Processes a Watermark that arrived on the first input of this two-input operator.
void	processWatermark2(Watermark mark) Processes a Watermark that arrived on the second input of this two-input operator.

Methods inherited from class org.apache.flink.table.runtime.operators.join.stream.StreamingJoinOperator

processElement

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, processWatermark, processWatermarkStatus, processWatermarkStatus1, processWatermarkStatus2, reportOrForwardLatencyMarker, setChainingStrategy, setCurrentKey, 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, processWatermarkStatus1, processWatermarkStatus2

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

getMetricGroup, getOperatorAttributes, getOperatorID, initializeState, 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.KeyContextHandler

hasKeyContext

Constructor Detail

MiniBatchStreamingJoinOperator

public MiniBatchStreamingJoinOperator(org.apache.flink.table.runtime.operators.join.stream.MiniBatchStreamingJoinOperator.MiniBatchStreamingJoinParameter parameter)

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<RowData>

Overrides:

open in class StreamingJoinOperator

Throws:

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

processElement1

public void processElement1(StreamRecord<RowData> 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<RowData,RowData,RowData>

Overrides:

processElement1 in class StreamingJoinOperator

Throws:

Exception

processElement2

public void processElement2(StreamRecord<RowData> 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<RowData,RowData,RowData>

Overrides:

processElement2 in class StreamingJoinOperator

Throws:

Exception

processWatermark1

public void processWatermark1(Watermark mark)
                       throws Exception

Description copied from interface: TwoInputStreamOperator

Processes a Watermark 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:

processWatermark1 in interface TwoInputStreamOperator<RowData,RowData,RowData>

Overrides:

processWatermark1 in class AbstractStreamOperator<RowData>

Throws:

Exception

See Also:

Watermark

processWatermark2

public void processWatermark2(Watermark mark)
                       throws Exception

Description copied from interface: TwoInputStreamOperator

Processes a Watermark 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:

processWatermark2 in interface TwoInputStreamOperator<RowData,RowData,RowData>

Overrides:

processWatermark2 in class AbstractStreamOperator<RowData>

Throws:

Exception

See Also:

Watermark

prepareSnapshotPreBarrier

public void prepareSnapshotPreBarrier(long checkpointId)
                               throws Exception

Description copied from interface: StreamOperator

This method is called when the operator should do a snapshot, before it emits its own checkpoint barrier.

This method is intended not for any actual state persistence, but only for emitting some data before emitting the checkpoint barrier. Operators that maintain some small transient state that is inefficient to checkpoint (especially when it would need to be checkpointed in a re-scalable way) but can simply be sent downstream before the checkpoint. An example are opportunistic pre-aggregation operators, which have small the pre-aggregation state that is frequently flushed downstream.

Important: This method should not be used for any actual state snapshot logic, because it will inherently be within the synchronous part of the operator's checkpoint. If heavy work is done within this method, it will affect latency and downstream checkpoint alignments.

Specified by:

prepareSnapshotPreBarrier in interface StreamOperator<RowData>

Overrides:

prepareSnapshotPreBarrier in class AbstractStreamOperator<RowData>

Parameters:

checkpointId - The ID of the checkpoint.

Throws:

Exception - Throwing an exception here causes the operator to fail and go into recovery.

finish

public void finish()
            throws Exception

Description copied from interface: StreamOperator

This method is called at the end of data processing.

The method is expected to flush all remaining buffered data. Exceptions during this flushing of buffered data should be propagated, in order to cause the operation to be recognized as failed, because the last data items are not processed properly.

After this method is called, no more records can be produced for the downstream operators.

WARNING: It is not safe to use this method to commit any transactions or other side effects! You can use this method to flush any buffered data that can later on be committed e.g. in a CheckpointListener.notifyCheckpointComplete(long).

NOTE:This method does not need to close any resources. You should release external resources in the StreamOperator.close() method.

Specified by:

finish in interface StreamOperator<RowData>

Overrides:

finish in class AbstractStreamOperator<RowData>

Throws:

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

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<RowData>

Overrides:

close in class AbstractStreamingJoinOperator

Throws:

Exception

finishBundle

public void finishBundle()
                  throws Exception

Description copied from interface: BundleTriggerCallback

This method is invoked to finish current bundle and start a new one when the trigger was fired.

Specified by:

finishBundle in interface BundleTriggerCallback

Throws:

Exception - This method may throw exceptions. Throwing an exception will cause the operation to fail and may trigger recovery.

processBundles

protected abstract void processBundles(BufferBundle<?> leftBuffer,
                                       BufferBundle<?> rightBuffer)
                                throws Exception

Throws:

Exception

processSingleSideBundles

protected void processSingleSideBundles(BufferBundle<?> inputBuffer,
                                        JoinRecordStateView inputSideStateView,
                                        JoinRecordStateView otherSideStateView,
                                        boolean inputIsLeft)
                                 throws Exception

RetractMsg+accumulatingMsg would be optimized which would keep sending retractMsg but do not deal with state.

Throws:

Exception

newMiniBatchStreamJoinOperator

public static MiniBatchStreamingJoinOperator newMiniBatchStreamJoinOperator(FlinkJoinType joinType,
                                                                            InternalTypeInfo<RowData> leftType,
                                                                            InternalTypeInfo<RowData> rightType,
                                                                            GeneratedJoinCondition generatedJoinCondition,
                                                                            JoinInputSideSpec leftInputSideSpec,
                                                                            JoinInputSideSpec rightInputSideSpec,
                                                                            boolean leftIsOuter,
                                                                            boolean rightIsOuter,
                                                                            boolean[] filterNullKeys,
                                                                            long leftStateRetentionTime,
                                                                            long rightStateRetentionTime,
                                                                            CoBundleTrigger<RowData,RowData> coBundleTrigger)