Numerical aggregate functions have an option to skip or include nans in calculation, skip by default

[robert3005]

Almost all of the time you want to skip nans but for rare cases when you don't
we need to be able to configure it

[codspeed-hq]

Merging this PR will not alter performance

⚠️ 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.

⚡ 5 improved benchmarks
❌ 5 regressed benchmarks
✅ 1571 untouched benchmarks

Warning

Please fix the performance issues or acknowledge them on CodSpeed.

Performance Changes

	Mode	Benchmark	BASE	HEAD	Efficiency
❌	Simulation	decompress_rd[f64, (100000, 0.0)]	843.8 µs	1,021.7 µs	-17.41%
❌	Simulation	chunked_varbinview_opt_into_canonical[(1000, 10)]	184.2 µs	221 µs	-16.63%
❌	Simulation	chunked_varbinview_canonical_into[(100, 100)]	223.7 µs	258.3 µs	-13.4%
❌	Simulation	decompress_rd[f64, (100000, 0.01)]	887 µs	1,021 µs	-13.12%
❌	Simulation	chunked_varbinview_opt_canonical_into[(100, 100)]	305.3 µs	339.4 µs	-10.05%
⚡	Simulation	chunked_varbinview_canonical_into[(1000, 10)]	191.5 µs	154.8 µs	+23.67%
⚡	Simulation	chunked_varbinview_into_canonical[(1000, 10)]	206.6 µs	170.1 µs	+21.43%
⚡	Simulation	decompress_rd[f64, (100000, 0.1)]	979 µs	842.8 µs	+16.16%
⚡	Simulation	bitwise_not_vortex_buffer_mut[128]	215.3 ns	186.1 ns	+15.67%
⚡	Simulation	bitwise_not_vortex_buffer_mut[1024]	275.6 ns	246.4 ns	+11.84%

Tip

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

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_{Comparing rk/skipnans (dbd26f8) with develop (de60638)}

[robert3005]

Need to make sure that stats are only ever written with skipnan: true

[joseph-isaacs]

Its good to have options, stats should ignore NaN but the default should be to propergate NaN

Can do this in the future