Update ClickBench benchmarks with DataFusion 45.0.0 (When Published)

[alamb]

Is your feature request related to a problem or challenge?

• Follow on to Update ClickBench benchmarks with DataFusion 44.0.0 #13983
• Requires Release DataFusion 45.0.0 #14008

Describe the solution you'd like

Once DataFusion 45.0.0 is released, It would be great to update ClickBench https://benchmark.clickhouse.com/ with the newest version

ClickBench is a benchmark heavy on filtering and aggregation that we have used as an optimization target for the last several releases.

Describe alternatives you've considered

• Here is the PR that @pmcgleenon made for DataFusion 43.0.0: updated for datafusion release 43.0.0 ClickHouse/ClickBench#251

Additional context

Improvements I know of:

• @Dandandan 's work to improve parquet UTF8 Validation speed: Speed up Parquet utf8 validation arrow-rs#6667

[Dandandan]

Would be nice to get this in as well #13681

[Rachelint]

Would be nice to get this in as well #13681

I added fuzzy tests for it in my local, and found some failed cases for Decimal today ...
I am fixing it, and working for benchmark, I think it can be finished today or tomorrow.

[Dandandan]

Thank you very much @Rachelint

[alamb]

Would be nice to get this in as well #13681

I agree (though I don't think it will help ClickBench as clickbench doesn't have a median aggregate)

Added to release checklist on

• Release DataFusion 45.0.0 #14008

[Rachelint]

#13681 is ready for review