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Capture values read from outside list_transform lambdas - #10702

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capture values read from outside list_transform lambdas

c319853
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CodSpeed / CodSpeed Performance Analysis failed Oct 27, 2026 in 3m 32s

Performance Regression: -6.01%

4 warnings, 1 note

⚠️ Walltime results may be unreliable

Some benchmarks used the Walltime instrument outside CodSpeed Macro Runners, which can make the results inconsistent.

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⚠️ Unable to measure the execution of 2 benchmarks

These benchmarks measured no execution time, so their results are not comparable and count as unchanged. This usually happens when the compiler removes the code under test.

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⚠️ 24 benchmarks are dominated by system calls

System calls cannot be simulated consistently and are left out of the measure. The reported value understates the real cost. Switch to the Walltime instrument to measure them.

Learn more about system calls

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⚠️ Base and head ran on different runner types

Some benchmarks with significant performance changes were compared across different runner types, so the changes might not come from the code. Run base and head on the same runner type, or use CodSpeed Macro Runners for more stable results.

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ℹ️ 40 benchmarks have no flamegraph

The flamegraph wasn't generated: the symbols of the profiling trace could not be resolved, because no information about the language frames was collected.

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⚡ 6 improved benchmarks
❌ 12 regressed benchmarks
✅ 2421 untouched benchmarks
⏩ 166 skipped benchmarks1

Warning

Please fix the performance issues or acknowledge them on CodSpeed.

Performance Changes

Mode Benchmark BASE HEAD Efficiency
❌ Walltime filter_neon[8] 865 ns 1,613 ns -46.37%
❌ Walltime threshold_neon[8] 1.4 µs 1.9 µs -27.52%
❌ Walltime filter_neon[64] 1.7 µs 2.4 µs -27.46%
❌ CPU Simulation encode_primitives[f32, (1000, 2)] 116.4 µs 147.4 µs -21.01%
❌ Walltime filter_neon[80] 2.5 µs 3 µs -17.47%
❌ Walltime threshold_neon[64] 2.6 µs 3.1 µs -15.43%
❌ Walltime threshold_neon[80] 3.4 µs 4.1 µs -15.13%
❌ CPU Simulation test_scan_filter_to_arrow_array[int_float] 3.5 ms 4 ms -13.9%
❌ CPU Simulation test_repeated_scan_filter[int_float] 3.4 ms 3.8 ms -11.2%
❌ Walltime starts_with_avx2[8, VarBinView] 68.5 µs 76.3 µs -10.21%
❌ CPU Simulation test_repeated_scan_filter[int] 2.4 ms 2.7 ms -10.19%
❌ CPU Simulation test_scan_filter_to_arrow_array[int] 2.5 ms 2.8 ms -10.17%
⚡ Walltime mul_u64_nonnull_neon 39.4 µs 20.5 µs +92.49%
⚡ CPU Simulation chunked_dict_primitive_canonical_into[f64, (1000, 1000, 10)] 186.7 µs 147.3 µs +26.77%
⚡ CPU Simulation missing_stats[16] 84.4 µs 70.6 µs +19.54%
⚡ Walltime starts_with_avx2[8, VarBin] 46.6 µs 39.9 µs +16.8%
⚡ CPU Simulation take_filter_primitive_small_uncached_random_mask_random_indices[4096, 10] 22.7 µs 19.6 µs +16.01%
⚡ CPU Simulation random_i8[0.01] 115.3 µs 101.6 µs +13.43%

Tip

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


Comparing mk/list-transform-captures (c319853) with develop (f62c12f)

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Footnotes

  1. 166 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. ↩