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Implement compare/between for bitpacked arrays - improve performance by up to 2X #7279

update2
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CodSpeed HQ / CodSpeed Performance Analysis succeeded Apr 3, 2026 in 0s

Performance Gate Passed

⚡ 30 improved benchmarks
✅ 1092 untouched benchmarks
⏩ 1530 skipped benchmarks1

Performance Changes

Mode Benchmark BASE HEAD Efficiency
Simulation new_alp_prim_test_between[f64, 32768] 254.2 µs 119 µs ×2.1
Simulation old_alp_prim_test_between[f32, 2048] 128.8 µs 67.8 µs +90.08%
Simulation old_bp_prim_test_between[i16, 16384] 161.3 µs 99.7 µs +61.76%
Simulation new_bp_prim_test_between[i64, 16384] 140.5 µs 74.4 µs +88.9%
Simulation new_bp_prim_test_between[i64, 2048] 65.3 µs 46.8 µs +39.42%
Simulation old_alp_prim_test_between[f64, 2048] 135.8 µs 68.6 µs +98.03%
Simulation old_alp_prim_test_between[f64, 16384] 239.8 µs 100.5 µs ×2.4
Simulation old_bp_prim_test_between[i32, 16384] 174.4 µs 95.6 µs +82.39%
Simulation old_bp_prim_test_between[i16, 32768] 215.7 µs 149.9 µs +43.89%
Simulation new_bp_prim_test_between[i32, 32768] 159.1 µs 87.5 µs +81.92%
Simulation old_alp_prim_test_between[f32, 16384] 197.6 µs 112 µs +76.41%
Simulation new_bp_prim_test_between[i32, 16384] 105.1 µs 64.6 µs +62.74%
Simulation old_bp_prim_test_between[i32, 32768] 252.2 µs 140.5 µs +79.52%
Simulation new_alp_prim_test_between[f64, 2048] 76 µs 57.6 µs +32.09%
Simulation new_bp_prim_test_between[i16, 16384] 86.2 µs 60.1 µs +43.46%
Simulation old_alp_prim_test_between[f64, 32768] 352.1 µs 152.7 µs ×2.3
Simulation old_bp_prim_test_between[i64, 16384] 215.8 µs 91.3 µs ×2.4
Simulation new_bp_prim_test_between[i64, 32768] 180.1 µs 103.6 µs +73.8%
Simulation new_bp_prim_test_between[i16, 32768] 124.1 µs 82.1 µs +51.24%
Simulation old_alp_prim_test_between[f32, 32768] 273.1 µs 162.2 µs +68.42%
... ... ... ... ... ...

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


Comparing adamg/bitpack-compare (038feeb) with develop (e3c7401)

Open in CodSpeed

Footnotes

  1. 1530 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.