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Improve intersect_by_rank performance #7744

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CodSpeed HQ / CodSpeed Performance Analysis failed May 8, 2026 in 0s

Performance Regression: -23.81%

⚠️ 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.

⚡ 24 improved benchmarks
❌ 24 regressed benchmarks
✅ 1160 untouched benchmarks

⚠️ Please fix the performance issues or acknowledge them on CodSpeed.

Performance Changes

Mode Benchmark BASE HEAD Efficiency
Simulation take_search[(0.005, 0.05)] 132 µs 168.3 µs -21.6%
Simulation take_search[(0.005, 0.1)] 247.5 µs 320.3 µs -22.72%
Simulation take_search[(0.005, 0.5)] 1.2 ms 1.5 ms -23.67%
Simulation take_search[(0.005, 1.0)] 2.3 ms 3.1 ms -23.81%
Simulation take_search[(0.01, 0.05)] 143.1 µs 179.4 µs -20.27%
Simulation take_search[(0.01, 0.1)] 268.4 µs 341.2 µs -21.33%
Simulation take_search[(0.01, 0.5)] 1.3 ms 1.6 ms -22.21%
Simulation take_search[(0.01, 1.0)] 2.5 ms 3.3 ms -22.34%
Simulation take_search[(0.1, 0.05)] 212.7 µs 249.1 µs -14.6%
Simulation take_search[(0.1, 0.1)] 385.9 µs 458.6 µs -15.87%
Simulation take_search[(0.1, 0.5)] 1.8 ms 2.2 ms -16.93%
Simulation take_search[(0.1, 1.0)] 3.5 ms 4.3 ms -17.09%
Simulation take_search_chunked[(0.005, 0.05)] 162.2 µs 193.2 µs -16.01%
Simulation take_search_chunked[(0.005, 0.1)] 307.3 µs 369.2 µs -16.76%
Simulation take_search_chunked[(0.005, 0.5)] 1.5 ms 1.8 ms -17.39%
Simulation take_search_chunked[(0.005, 1.0)] 2.9 ms 3.5 ms -17.48%
Simulation take_search_chunked[(0.01, 0.05)] 175.3 µs 206.2 µs -14.99%
Simulation take_search_chunked[(0.01, 0.1)] 332.1 µs 393.9 µs -15.7%
Simulation take_search_chunked[(0.01, 0.5)] 1.6 ms 1.9 ms -16.3%
Simulation take_search_chunked[(0.01, 1.0)] 3.2 ms 3.8 ms -16.38%
... ... ... ... ... ...

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


Comparing rk/intersect-by-rank (8578962) with develop (823991f)

Open in CodSpeed