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Improve aggregation code readability  #12335

@lewiszlw

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@lewiszlw

Is your feature request related to a problem or challenge?

I'm reading aggregation code recently, found it's hard to read due to different AggregateMode, these modes are mixed up in the code.

Describe the solution you'd like

Might split stream based on AggregateMode?

Describe alternatives you've considered

No response

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