refactor(rust): start further use of polars-compute in polars-parquet

[coastalwhite]

This adds further usage of polars-compute in polars-parquet. I cannot get it to work for Primitives since there is a very, very annoying trait bound I cannot really circumvent without changing polars-compute.

[codspeed-hq]

CodSpeed Performance Report

Merging #16788 will degrade performances by 16.26%

_{Comparing coastalwhite:use-polars-compute-in-parquet (b6ae87a) with main (b329894)}

Summary

❌ 1 regressions
✅ 36 untouched benchmarks

⚠️ Please fix the performance issues or acknowledge them on CodSpeed.

Benchmarks breakdown

	Benchmark	main	coastalwhite:use-polars-compute-in-parquet	Change
❌	test_tpch_q2	4.5 ms	5.3 ms	-16.26%

[codecov]

Codecov Report

All modified and coverable lines are covered by tests ✅

Project coverage is 81.34%. Comparing base (4d35be2) to head (b6ae87a).
Report is 7 commits behind head on main.

Additional details and impacted files

@@            Coverage Diff             @@
##             main   #16788      +/-   ##
==========================================
+ Coverage   81.29%   81.34%   +0.04%     
==========================================
  Files        1424     1424              
  Lines      187205   187165      -40     
  Branches     2714     2701      -13     
==========================================
+ Hits       152194   152244      +50     
+ Misses      34514    34425      -89     
+ Partials      497      496       -1     

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[ritchie46]

Got a repro of this trait bound issue?

[coastalwhite]

Essentially, trying to use the MinMaxKernel from polars-compute for the arrow::NativeType, will only work if simd is disabled. When simd is enabled, implementations of the MinMaxKernel are not done over NativeType but over specific types.

Even trying to include something like PrimitiveArray<T>: for<'a> MinMaxKernel<Scalar<'a> = T> will not solve the issue, since you will run into an issue where eventually the NativeType essentially needs to implement MinMaxKernel again. No real solution for now, will look at it later again.

[ritchie46]

Alright, let's look at that one later.