[FLINK-39030][Table SQL/API] Support emit-only-on-update mode for CUMULATE window TVF to reduce unnecessary outputs#27533
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…ULATE window TVF to reduce unnecessary outputs
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What is the purpose of the change
This pull request adds support for
emit-only-on-updatemode in the CUMULATE window Table-Valued Function (TVF). When enabled, the CUMULATE window will skip emitting results for step intervals where no new data has arrived, reducing unnecessary duplicate outputs in sparse data streams. This optimization is particularly useful for scenarios where data arrives intermittently, as it avoids repeatedly outputting the same aggregation results.Brief change log
emitOnlyOnUpdate(6th parameter) to theCUMULATEwindow TVF SQL functionCumulativeWindowSpecto support the newemitOnlyOnUpdatefield with JSON serialization/deserializationCumulativeSliceAssignerinSliceAssignersto track and expose theemitOnlyOnUpdateconfigurationSliceSharedSyncStateWindowAggProcessorandAsyncStateSliceSharedWindowAggProcessorto implement the emit-only-on-update logic by tracking whether new data arrived in the current step intervalSqlWindowTableFunction.checkIntervalOperands()to skip boolean parameters dynamically instead of hardcoded parameter count checkVerifying this change
This change added tests and can be verified as follows:
testCumulateWindowWithEmitOnlyOnUpdate()integration test that verifies windows are skipped when no new data arrives in a step intervaltestCumulateWindowWithEmitOnlyOnUpdateDisabled()integration test that verifies default behavior (emitOnlyOnUpdate=false) outputs all cumulating windowstestCumulateWindowWithEmitOnlyOnUpdateAndMultiKey()integration test that verifies the feature works correctly with multiple grouping keysemitOnlyOnUpdate=trueandemitOnlyOnUpdate=falsemodesDoes this pull request potentially affect one of the following parts:
@Public(Evolving): noDocumentation
docs/content/docs/dev/table/sql/queries/window-tvf.md(English)docs/content.zh/docs/dev/table/sql/queries/window-tvf.md(Chinese)SqlCumulateTableFunction.java