Package org.apache.flink.table.runtime.operators.python.aggregate.arrow.batch

Class BatchArrowPythonOverWindowAggregateFunctionOperator

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.process.AbstractExternalPythonFunctionOperator<OUT>

org.apache.flink.table.runtime.operators.python.AbstractOneInputPythonFunctionOperator<IN,OUT>

org.apache.flink.table.runtime.operators.python.AbstractStatelessFunctionOperator<org.apache.flink.table.data.RowData,org.apache.flink.table.data.RowData,org.apache.flink.table.data.RowData>

org.apache.flink.table.runtime.operators.python.aggregate.arrow.AbstractArrowPythonAggregateFunctionOperator

org.apache.flink.table.runtime.operators.python.aggregate.arrow.batch.BatchArrowPythonOverWindowAggregateFunctionOperator

All Implemented Interfaces:

Serializable, org.apache.flink.api.common.state.CheckpointListener, org.apache.flink.streaming.api.operators.BoundedOneInput, org.apache.flink.streaming.api.operators.Input<org.apache.flink.table.data.RowData>, org.apache.flink.streaming.api.operators.KeyContext, org.apache.flink.streaming.api.operators.KeyContextHandler, org.apache.flink.streaming.api.operators.OneInputStreamOperator<org.apache.flink.table.data.RowData,org.apache.flink.table.data.RowData>, org.apache.flink.streaming.api.operators.StreamOperator<org.apache.flink.table.data.RowData>, org.apache.flink.streaming.api.operators.StreamOperatorStateHandler.CheckpointedStreamOperator, org.apache.flink.streaming.api.operators.YieldingOperator<org.apache.flink.table.data.RowData>

@Internal
public class BatchArrowPythonOverWindowAggregateFunctionOperator
extends AbstractArrowPythonAggregateFunctionOperator

The Batch Arrow Python AggregateFunction Operator for Over Window Aggregation.

See Also:

• Serialized Form

Field Summary

Fields inherited from class org.apache.flink.table.runtime.operators.python.aggregate.arrow.AbstractArrowPythonAggregateFunctionOperator

arrowSerializer, currentBatchCount, pandasAggFunctions, reuseJoinedRow, rowDataWrapper

Fields inherited from class org.apache.flink.table.runtime.operators.python.AbstractStatelessFunctionOperator

bais, baisWrapper, baos, baosWrapper, forwardedInputQueue, inputType, udfInputType, udfOutputType

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

pythonFunctionRunner

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

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

Constructor Summary

Constructors

Constructor

Description

BatchArrowPythonOverWindowAggregateFunctionOperator(org.apache.flink.configuration.Configuration config, org.apache.flink.table.functions.python.PythonFunctionInfo[] pandasAggFunctions, org.apache.flink.table.types.logical.RowType inputType, org.apache.flink.table.types.logical.RowType udfInputType, org.apache.flink.table.types.logical.RowType udfOutputType, long[] lowerBoundary, long[] upperBoundary, boolean[] isRangeWindows, int[] aggWindowIndex, int inputTimeFieldIndex, boolean asc, org.apache.flink.table.runtime.generated.GeneratedProjection inputGeneratedProjection, org.apache.flink.table.runtime.generated.GeneratedProjection groupKeyGeneratedProjection, org.apache.flink.table.runtime.generated.GeneratedProjection groupSetGeneratedProjection)

Method Summary

Modifier and Type	Method	Description
void	bufferInput(org.apache.flink.table.data.RowData input)	Buffers the specified input, it will be used to construct the operator result together with the user-defined function execution result.
FlinkFnApi.CoderInfoDescriptor	createInputCoderInfoDescriptor(org.apache.flink.table.types.logical.RowType runnerInputType)
FlinkFnApi.UserDefinedFunctions	createUserDefinedFunctionsProto()	Gets the proto representation of the Python user-defined functions to be executed.
void	emitResult(org.apache.flink.api.java.tuple.Tuple3<String,byte[],Integer> resultTuple)	Sends the execution result to the downstream operator.
void	endInput()
void	finish()
String	getFunctionUrn()
protected void	invokeCurrentBatch()
void	open()
void	processElementInternal(org.apache.flink.table.data.RowData value)

Methods inherited from class org.apache.flink.table.runtime.operators.python.aggregate.arrow.AbstractArrowPythonAggregateFunctionOperator

close, createOutputCoderInfoDescriptor, getFunctionInput, getPythonEnv, isBundleFinished, processElement

Methods inherited from class org.apache.flink.table.runtime.operators.python.AbstractStatelessFunctionOperator

createPythonFunctionRunner

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

createPythonEnvironmentManager, drainUnregisteredTimers, emitResults, invokeFinishBundle

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

checkInvokeFinishBundleByCount, getConfiguration, getFlinkMetricContainer, prepareSnapshotPreBarrier, processWatermark, setCurrentKey

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

beforeInitializeStateHandler, getContainingTask, getCurrentKey, getExecutionConfig, getInternalTimerService, getKeyedStateBackend, getKeyedStateStore, getMetricGroup, getOperatorConfig, getOperatorID, getOperatorName, getOperatorStateBackend, getOrCreateKeyedState, getPartitionedState, getPartitionedState, getProcessingTimeService, getRuntimeContext, getStateKeySelector1, getStateKeySelector2, getTimeServiceManager, getUserCodeClassloader, hasKeyContext1, hasKeyContext2, initializeState, initializeState, isAsyncStateProcessingEnabled, isUsingCustomRawKeyedState, notifyCheckpointAborted, notifyCheckpointComplete, processLatencyMarker, processLatencyMarker1, processLatencyMarker2, processRecordAttributes, processRecordAttributes1, processRecordAttributes2, processWatermark, processWatermark1, processWatermark1, processWatermark2, processWatermark2, processWatermarkStatus, processWatermarkStatus, processWatermarkStatus1, processWatermarkStatus2, reportOrForwardLatencyMarker, 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.api.common.state.CheckpointListener

notifyCheckpointAborted, notifyCheckpointComplete

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

processLatencyMarker, processRecordAttributes, processWatermark, processWatermark, processWatermarkStatus

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

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

setKeyContextElement

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

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

Constructor Details

BatchArrowPythonOverWindowAggregateFunctionOperator

public BatchArrowPythonOverWindowAggregateFunctionOperator(org.apache.flink.configuration.Configuration config,
 org.apache.flink.table.functions.python.PythonFunctionInfo[] pandasAggFunctions,
 org.apache.flink.table.types.logical.RowType inputType,
 org.apache.flink.table.types.logical.RowType udfInputType,
 org.apache.flink.table.types.logical.RowType udfOutputType,
 long[] lowerBoundary,
 long[] upperBoundary,
 boolean[] isRangeWindows,
 int[] aggWindowIndex,
 int inputTimeFieldIndex,
 boolean asc,
 org.apache.flink.table.runtime.generated.GeneratedProjection inputGeneratedProjection,
 org.apache.flink.table.runtime.generated.GeneratedProjection groupKeyGeneratedProjection,
 org.apache.flink.table.runtime.generated.GeneratedProjection groupSetGeneratedProjection)

Method Details

open

public void open()
          throws Exception

Specified by:

open in interface org.apache.flink.streaming.api.operators.StreamOperator<org.apache.flink.table.data.RowData>

Throws:

Exception

bufferInput

public void bufferInput(org.apache.flink.table.data.RowData input)
                 throws Exception

Description copied from class: AbstractStatelessFunctionOperator

Buffers the specified input, it will be used to construct the operator result together with the user-defined function execution result.

Specified by:

bufferInput in class AbstractStatelessFunctionOperator<org.apache.flink.table.data.RowData,org.apache.flink.table.data.RowData,org.apache.flink.table.data.RowData>

Throws:

Exception

invokeCurrentBatch

protected void invokeCurrentBatch()
                           throws Exception

Throws:

Exception

processElementInternal

public void processElementInternal(org.apache.flink.table.data.RowData value)

Specified by:

processElementInternal in class AbstractStatelessFunctionOperator<org.apache.flink.table.data.RowData,org.apache.flink.table.data.RowData,org.apache.flink.table.data.RowData>

emitResult

public void emitResult(org.apache.flink.api.java.tuple.Tuple3<String,byte[],Integer> resultTuple)
                throws Exception

Description copied from class: AbstractExternalPythonFunctionOperator

Sends the execution result to the downstream operator.

Specified by:

emitResult in class AbstractExternalPythonFunctionOperator<org.apache.flink.table.data.RowData>

Throws:

Exception

createUserDefinedFunctionsProto

public FlinkFnApi.UserDefinedFunctions createUserDefinedFunctionsProto()

Description copied from class: AbstractStatelessFunctionOperator

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

Overrides:

createUserDefinedFunctionsProto in class AbstractArrowPythonAggregateFunctionOperator

getFunctionUrn

public String getFunctionUrn()

Overrides:

getFunctionUrn in class AbstractArrowPythonAggregateFunctionOperator

createInputCoderInfoDescriptor

public FlinkFnApi.CoderInfoDescriptor createInputCoderInfoDescriptor(org.apache.flink.table.types.logical.RowType runnerInputType)

Overrides:

createInputCoderInfoDescriptor in class AbstractArrowPythonAggregateFunctionOperator

endInput

public void endInput()
              throws Exception

Specified by:

endInput in interface org.apache.flink.streaming.api.operators.BoundedOneInput

Overrides:

endInput in class AbstractOneInputPythonFunctionOperator<org.apache.flink.table.data.RowData,org.apache.flink.table.data.RowData>

Throws:

Exception

finish

public void finish()
            throws Exception

Specified by:

finish in interface org.apache.flink.streaming.api.operators.StreamOperator<org.apache.flink.table.data.RowData>

Overrides:

finish in class AbstractPythonFunctionOperator<org.apache.flink.table.data.RowData>

Throws:

Exception