Update ClickBench benchmarks with next DataFusion

[alamb]

Is your feature request related to a problem or challenge?

• Follow on to Update ClickBench benchmarks with DataFusion 45.0.0 (When Published) #14246
• Requires Release DataFusion 46.0.0 #14123

Describe the solution you'd like

Once we relese a version of DataFusion that we think improves clickbench results 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 in the past: updated datafusion results for release 45.0.0 ClickHouse/ClickBench#304

Additional context

Improvements I know of:

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

[alamb]

We will probably also need to update the scripts with to_timestamp_seconds

• Update ClickBench queries to avoid to_timestamp_seconds #15465
• Update ClickBench queries to avoid ::INT::DATE casting #15509

And to remove the double escaping

• Do not unescape backslashes in datafusion-cli #14844

[Omega359]

This can likely be closed, i'll create a new ticket for DF 49.

[alamb]

Thank you @Omega359