alamb opened a new pull request, #11722:
URL: https://github.com/apache/datafusion/pull/11722

   ## Which issue does this PR close?
   
   N/A
   
   ## Rationale for this change
   
   As we get into serious benchmarking / optimization mode, ensuring the 
benchmark results are as close to what is actually run as possible is 
important. Thus I want to propose using `cargo release` in bench.sh even if 
that makes the runs take longer. 
   
   Most builds of DataFusion use `cargo <cmd> --release` rather than `cargo 
<cmd> --profile release-nonlto`
   
   For example, I am not sure why 
https://github.com/apache/datafusion/pull/11718 shows improvements on some 
environments and not others. 
   
   ## What changes are included in this PR?
   
   1. Change `bench.sh` to use `--release` instead of `--relase-non-lto`
   
   ## Are these changes tested?
   
   I am going to run benchmarks on my test rig manually to see if this causes 
any differences
   
   ## Are there any user-facing changes?
   
   <!--
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updated before approving the PR.
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   If there are any breaking changes to public APIs, please add the `api 
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