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Microbenchmark for aggregation #25310

Description

@2010YOUY01

Is your feature request related to a problem or challenge?

Existing benchmarks like TPCH/Clickbench provides great evaluation on aggregation performance, however not all existing optimizations are covered, See this section:

The issue is some optimizations might get dropped by mistake during development, here is a example

Describe the solution you'd like

Implement a microbenchmark for aggregation, and try to exercise all available optimizations/fast-paths.

Describe alternatives you've considered

No response

Additional context

No response

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