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Add StandardSum: a sum aggregate where zero valid values yields null#8705

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mk/sum-empty-null
Open

Add StandardSum: a sum aggregate where zero valid values yields null#8705
mhk197 wants to merge 14 commits into
developfrom
mk/sum-empty-null

Refactor StandardSum partial state

1ca56ff
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CodSpeed HQ / CodSpeed Performance Analysis failed Jul 14, 2026

1 benchmark regressed

⚡ 6 improved benchmarks
❌ 1 regressed benchmark
✅ 1653 untouched benchmarks
🆕 12 new benchmarks
⏩ 47 skipped benchmarks1

Warning

Please fix the performance issues or acknowledge them on CodSpeed.

Performance Changes

Mode Benchmark BASE HEAD Efficiency
Simulation fsl_sum_small 57.1 µs 74.3 µs -23.1%
Simulation listview_sum_large 108.1 ms 88.8 ms +21.7%
Simulation list_sum_large 135 ms 111.6 ms +20.96%
Simulation list_sum_nullable_elements_large 493.3 ms 425.5 ms +15.92%
Simulation sum_i32_nullable_all_valid 41.8 µs 36.4 µs +14.77%
Simulation list_sum_nullable_elements_medium 4.9 ms 4.3 ms +12.35%
Simulation compress[(100000, 4)] 1.8 ms 1.6 ms +11.92%
🆕 Simulation standard_sum_f64_all_valid N/A 54.9 µs N/A
🆕 Simulation standard_sum_f64_clustered_nulls N/A 83.6 µs N/A
🆕 Simulation standard_sum_i32_clustered_nulls N/A 80.6 µs N/A
🆕 Simulation standard_sum_i32_nullable_all_valid N/A 51.4 µs N/A
🆕 Simulation canonical_standard_sum_f64_all_valid N/A 75.3 µs N/A
🆕 Simulation canonical_standard_sum_f64_clustered_nulls N/A 103.2 µs N/A
🆕 Simulation canonical_standard_sum_i32_clustered_nulls N/A 100.6 µs N/A
🆕 Simulation canonical_standard_sum_i32_nullable_all_valid N/A 76.7 µs N/A
🆕 Simulation canonical_sum_f64_all_valid N/A 49.9 µs N/A
🆕 Simulation canonical_sum_f64_clustered_nulls N/A 78.9 µs N/A
🆕 Simulation canonical_sum_i32_clustered_nulls N/A 75.9 µs N/A
🆕 Simulation canonical_sum_i32_nullable_all_valid N/A 47.4 µs N/A

Tip

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Comparing mk/sum-empty-null (1ca56ff) with develop (5abaf98)

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Footnotes

  1. 47 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.