Feature: add fused bitpack filter kernel

[connortsui20]

Adds a fused bitpacked and filter kernel by mostly porting over the existing filter compute function on BitPackedArray.

Very much WIP

Not really sure how to actually integrate this kernel into the system either so everything is unused.

[codecov]

Codecov Report

❌ Patch coverage is 13.20755% with 138 lines in your changes missing coverage. Please review.
✅ Project coverage is 82.26%. Comparing base (47d6ba7) to head (eb9fcb4).
⚠️ Report is 3 commits behind head on develop.

Files with missing lines	Patch %	Lines
.../fastlanes/src/bitpacking/vtable/kernels/filter.rs	2.91%	100 Missing ⚠️
...ngs/fastlanes/src/bitpacking/vtable/kernels/mod.rs	0.00%	20 Missing ⚠️
vortex-array/src/patches.rs	0.00%	5 Missing ⚠️
vortex-vector/src/primitive/generic.rs	0.00%	5 Missing ⚠️
vortex-mask/src/lib.rs	0.00%	3 Missing ⚠️
vortex-compute/src/take/slice/portable.rs	0.00%	2 Missing ⚠️
...decimal-byte-parts/src/decimal_byte_parts/rules.rs	0.00%	1 Missing ⚠️
encodings/fastlanes/src/for/vtable/rules.rs	0.00%	1 Missing ⚠️
vortex-buffer/src/buffer.rs	90.90%	1 Missing ⚠️

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