perf: Add ArrayChunks to optimize codegen of BatchDecoder

[coastalwhite]

This increases visibility and allows for better control of inlining.

From the first commit we get the following benchmark.

Benchmark 1: After Optimization
  Time (mean ± σ):     18.095 s ±  0.135 s    [User: 10.459 s, System: 7.564 s]
  Range (min … max):   17.976 s … 18.412 s    10 runs

Benchmark 2: Before Optimization
  Time (mean ± σ):     20.863 s ±  0.041 s    [User: 13.129 s, System: 7.648 s]
  Range (min … max):   20.794 s … 20.918 s    10 runs

Summary
  After Optimization ran
    1.15 ± 0.01 times faster than Before Optimization

[codecov]

Codecov Report

Attention: Patch coverage is 82.05128% with 42 lines in your changes missing coverage. Please review.

Project coverage is 80.70%. Comparing base (693181c) to head (457fc94).
Report is 21 commits behind head on main.

Files	Patch %	Lines
...olars-parquet/src/arrow/read/deserialize/nested.rs	45.83%	13 Missing ⚠️
...olars-parquet/src/arrow/read/deserialize/simple.rs	77.77%	12 Missing ⚠️
...quet/src/arrow/read/deserialize/primitive/basic.rs	91.42%	6 Missing ⚠️
...arquet/src/arrow/read/deserialize/binview/basic.rs	50.00%	4 Missing ⚠️
...parquet/src/arrow/read/deserialize/binary/basic.rs	0.00%	2 Missing ⚠️
...quet/src/arrow/read/deserialize/binary/decoders.rs	33.33%	2 Missing ⚠️
...et/src/arrow/read/deserialize/primitive/integer.rs	90.47%	2 Missing ⚠️
...t/src/arrow/read/deserialize/utils/array_chunks.rs	95.83%	1 Missing ⚠️

Additional details and impacted files

@@            Coverage Diff             @@
##             main   #17632      +/-   ##
==========================================
+ Coverage   80.65%   80.70%   +0.05%     
==========================================
  Files        1484     1485       +1     
  Lines      195453   195485      +32     
  Branches     2780     2782       +2     
==========================================
+ Hits       157636   157767     +131     
+ Misses      37307    37206     -101     
- Partials      510      512       +2     

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