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feat(fastlanes): store a bit width per FastLanes chunk in BitPacked - #9750

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feat(fastlanes): store a bit width per FastLanes chunk in BitPacked#9750
mhk197 wants to merge 2 commits into
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mk/bitpacked-v2

bench(fastlanes): sweep global against per-chunk bit widths on synthe…

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CodSpeed HQ / CodSpeed Performance Analysis failed Sep 3, 2026

Performance Regression: -3.24%

⚠️ Unknown Walltime execution environment detected

Using the Walltime instrument on standard Hosted Runners will lead to inconsistent data.

For the most accurate results, we recommend using CodSpeed Macro Runners: bare-metal machines fine-tuned for performance measurement consistency.

⚠️ Different runtime environments detected

Some benchmarks with significant performance changes were compared across different runtime environments,
which may affect the accuracy of the results.

Open the report in CodSpeed to investigate

⚡ 5 improved benchmarks
❌ 8 regressed benchmarks
✅ 2210 untouched benchmarks
🆕 160 new benchmarks
⏩ 164 skipped benchmarks1
🗄️ 1 archived benchmark run2

Warning

Please fix the performance issues or acknowledge them on CodSpeed.

Performance Changes

Mode Benchmark BASE HEAD Efficiency
Simulation bitpacked_compress_u32 36.8 µs 53.6 µs -31.35%
Simulation random_i8[0.5] 66.8 µs 90.7 µs -26.32%
Simulation compress_rd[f64, (2000, 0.01)] 169.3 µs 194.1 µs -12.8%
Simulation compress_rd[f64, (2000, 0.1)] 169.2 µs 194.1 µs -12.8%
Simulation compress_rd[f64, (2000, 0.0)] 169.2 µs 194 µs -12.77%
Simulation compress_rd[f32, (2000, 0.01)] 138 µs 157.4 µs -12.33%
Simulation compress_rd[f32, (2000, 0.0)] 138 µs 157.4 µs -12.29%
Simulation compress_rd[f32, (2000, 0.1)] 138 µs 157.3 µs -12.24%
Simulation random_i8[0.8] 98.2 µs 68.8 µs +42.6%
Simulation decompress[u64, (4000, 1024)] 85.6 µs 70.4 µs +21.71%
WallTime arrow_checked_add_u32_avx512[16384] 21.3 µs 17.6 µs +21.05%
WallTime arrow_checked_add_u32_avx2[16384] 21.3 µs 17.6 µs +20.76%
Simulation allocate_drop_arrow[0] 456.9 ns 402.7 ns +13.45%
🆕 Simulation compress_v1[u16, drift] N/A 288.8 µs N/A
🆕 Simulation compress_v1[u16, drift+exc1%] N/A 691.2 µs N/A
🆕 Simulation compress_v1[u16, drift+null10%] N/A 516.2 µs N/A
🆕 Simulation compress_v1[u16, random] N/A 293.5 µs N/A
🆕 Simulation compress_v1[u16, spiky] N/A 748.5 µs N/A
🆕 Simulation compress_v1[u16, spiky+exc1%] N/A 754.7 µs N/A
🆕 Simulation compress_v1[u16, uniform] N/A 265.5 µs N/A
... ... ... ... ... ...

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

Tip

Investigate this regression by commenting @codspeedbot fix this regression on this PR, or directly use the CodSpeed MCP with your agent.


Comparing mk/bitpacked-v2 (dcd7e85) with develop (98a2c86)

Open in CodSpeed

Footnotes

  1. 164 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.

  2. 1 benchmark was run, but is now archived. If it was deleted in another branch, consider rebasing to remove it from the report. Instead if it was added back, click here to restore it.