Improve intersect_by_rank performance

[robert3005]

We never spent time and this is useful for merging selections and filters in
scans

Signed-off-by: Robert Kruszewski github@robertk.io

[robert3005]

I will go over this tomorrow @joseph-isaacs I looked at #7098 and #7393 which both optimised slightly different cases of this function. I tried to combine the two.

[codspeed-hq]

Merging this PR will degrade performance by 37.03%

⚠️ 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.

⚡ 9 improved benchmarks
❌ 8 regressed benchmarks
✅ 1181 untouched benchmarks

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

Performance Changes

	Mode	Benchmark	BASE	HEAD	Efficiency
❌	WallTime	for[10M_u16]	94.8 µs	150.6 µs	-37.03%
❌	WallTime	runend[10M_i32_runlen_10]	159.4 µs	192.5 µs	-17.17%
❌	WallTime	dict[10M_u32_values_u16_codes]	146.5 µs	181.6 µs	-19.3%
⚡	WallTime	mix[100%_in/0%_out]	500.7 µs	451.6 µs	+10.88%
⚡	WallTime	dynamic_dispatch_u32[10M]	142.3 µs	96.3 µs	+47.87%
⚡	Simulation	decompress_rd[f32, (10000, 0.0)]	94.6 µs	85.7 µs	+10.36%
⚡	Simulation	decompress_rd[f32, (100000, 0.0)]	583.5 µs	495.6 µs	+17.74%
❌	Simulation	decompress_rd[f32, (100000, 0.01)]	495.1 µs	582.5 µs	-15.01%
❌	Simulation	decompress_rd[f32, (100000, 0.1)]	495.1 µs	582.5 µs	-15.01%
⚡	Simulation	decompress_rd[f32, (10000, 0.1)]	90.2 µs	81.8 µs	+10.25%
⚡	Simulation	decompress_rd[f32, (10000, 0.01)]	90.1 µs	81.9 µs	+10.06%
⚡	Simulation	decompress_rd[f64, (10000, 0.0)]	138.5 µs	122.1 µs	+13.43%
⚡	Simulation	decompress_rd[f64, (10000, 0.1)]	138.7 µs	122.1 µs	+13.61%
❌	Simulation	decompress_rd[f64, (100000, 0.1)]	842.5 µs	1,020.7 µs	-17.46%
⚡	Simulation	decompress_rd[f64, (10000, 0.01)]	138.6 µs	121.9 µs	+13.69%
❌	Simulation	decompress_rd[f64, (100000, 0.01)]	842.6 µs	1,020.5 µs	-17.44%
❌	Simulation	bitwise_not_vortex_buffer_mut[128]	246.1 ns	275.3 ns	-10.6%

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_{Comparing rk/intersect-by-rank (8551137) with develop (cb9b138)}