Feature: Bit unpack for vectors and buffers

[connortsui20]

No description provided.

[codspeed-hq]

CodSpeed Performance Report

Merging #5246 will improve performances by 12.98%

_{Comparing ct/bp-buffer (29cee80) with develop (ca770ed)}

Summary

⚡ 23 improvements
✅ 1295 untouched
🆕 51 new
⏩ 169 skipped¹

Benchmarks breakdown

	Benchmark	BASE	HEAD	Change
⚡	decode_primitives[f32, (1000, 128)]	26.5 µs	23.9 µs	+10.92%
⚡	decode_primitives[f32, (1000, 2)]	26.6 µs	24 µs	+10.85%
⚡	decode_primitives[f32, (1000, 32)]	26.2 µs	23.6 µs	+11.05%
⚡	decode_primitives[f32, (1000, 4)]	26.6 µs	24 µs	+10.87%
⚡	decode_primitives[f32, (1000, 512)]	27.7 µs	25.1 µs	+10.24%
⚡	decode_primitives[f32, (1000, 8)]	26.4 µs	23.8 µs	+10.94%
⚡	decode_primitives[u8, (1000, 128)]	27.1 µs	24.4 µs	+10.78%
⚡	decode_primitives[u8, (1000, 32)]	27 µs	24.4 µs	+10.81%
⚡	decode_primitives[u8, (1000, 4)]	27 µs	24.4 µs	+10.81%
⚡	decode_primitives[u8, (1000, 512)]	27.1 µs	24.5 µs	+10.76%
⚡	decode_primitives[u8, (1000, 8)]	27 µs	24.3 µs	+10.82%
⚡	take_indices[(1000, 16, 0.005)]	23.5 µs	20.8 µs	+12.98%
⚡	take_indices[(1000, 16, 0.01)]	23.6 µs	20.9 µs	+12.9%
⚡	take_indices[(1000, 16, 0.03)]	25.5 µs	22.8 µs	+11.7%
⚡	take_indices[(1000, 256, 0.005)]	23.2 µs	20.6 µs	+12.96%
⚡	take_indices[(1000, 256, 0.01)]	23.5 µs	20.8 µs	+12.82%
⚡	take_indices[(1000, 256, 0.03)]	23.9 µs	21.2 µs	+12.72%
⚡	take_indices[(1000, 4, 0.005)]	25.9 µs	23.3 µs	+11.18%
⚡	take_indices[(1000, 4, 0.01)]	26.4 µs	23.8 µs	+11.06%
⚡	take_indices[(1000, 4, 0.03)]	27.7 µs	25 µs	+10.62%
...	...	...	...	...

ℹ️ Only the first 20 benchmarks are displayed. Go to the app to view all benchmarks.

Footnotes

1. 169 benchmarks were skipped, so the baseline results were used instead. If they were deleted from the codebase, click here and archive them to remove them from the performance reports. ↩

[codecov]

Codecov Report

❌ Patch coverage is 56.60377% with 92 lines in your changes missing coverage. Please review.
✅ Project coverage is 84.23%. Comparing base (ca770ed) to head (29cee80).

Files with missing lines	Patch %	Lines
.../src/bitpacking/array/bitpack_decompress_vector.rs	0.00%	81 Missing ⚠️
vortex-vector/src/primitive/generic_mut_impl.rs	0.00%	6 Missing ⚠️
vortex-compute/src/filter/buffer.rs	88.88%	2 Missing ⚠️
vortex-vector/src/primitive/generic_mut.rs	0.00%	2 Missing ⚠️
vortex-compute/src/filter/buffer_mut.rs	99.04%	1 Missing ⚠️

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