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Which issue does this PR close?

None

Rationale for this change

when i run the benchmark for topk_aggregate, i find the mostly of time cost is generate the data, so the result is not real reflect the performance for topk_aggregate.

cargo bench --bench topk_aggregate

main branch

main

this pr

this pr

What changes are included in this PR?

extract the data generate out of topk_aggregate benchmark

Are these changes tested?

Are there any user-facing changes?

@github-actions github-actions bot added the core Core DataFusion crate label Dec 28, 2025
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