feat: improve runtime filter check via SIMD

[SkyFan2002]

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Summary

The old runtime filter loop marched slot by slot with data-dependent branches, so the compiler couldn’t auto-vectorize the block mask checks. The rewrite explicitly packs mask bits into lanes and processes whole batches through dedicated SIMD helpers, removing the branchy scalar path so the hot loop now maps cleanly onto wide bitwise ops.

This PR reduces Bloom filter check overhead by 50%. Performance on several TPC-H queries improved by 10–30%.

╭────────────────────────────────────────────────────────────────────────────────────────────╮
│ query_id │     v12850_time_s     │     pr_time_s     │       diff_s      │   ratio_percent   │
│  String  │  Nullable(Float64) │  Nullable(Float64) │ Nullable(Float64) │ Nullable(Float64) │
├──────────┼────────────────────┼────────────────────┼───────────────────┼───────────────────┤
│ q21      │   66.0530014038086 │  57.39500045776367 │             -8.66 │            -13.11 │
│ q9       │  74.24500274658203 │  68.04199981689453 │              -6.2 │             -8.35 │
│ q20      │ 10.093000411987305 │  7.318999767303467 │             -2.77 │            -27.48 │
│ q10      │   33.9900016784668 │ 31.881999969482422 │             -2.11 │              -6.2 │
│ q17      │ 14.031999588012695 │ 12.557999610900879 │             -1.47 │             -10.5 │
│ q14      │  15.61299991607666 │  14.23900032043457 │             -1.37 │              -8.8 │
│ q5       │ 25.106000900268555 │ 23.993000030517578 │             -1.11 │             -4.43 │
│ q18      │ 30.014999389648438 │ 29.072999954223633 │             -0.94 │             -3.14 │
│ q15      │ 11.309000015258789 │ 10.425000190734863 │             -0.88 │             -7.82 │
│ q12      │ 14.243000030517578 │ 13.366999626159668 │             -0.88 │             -6.15 │
│ q8       │ 23.511999130249023 │ 23.042999267578125 │             -0.47 │             -1.99 │
│ q7       │ 22.861000061035156 │ 22.417999267578125 │             -0.44 │             -1.94 │
│ q3       │  42.24300003051758 │ 41.810001373291016 │             -0.43 │             -1.03 │
│ q22      │ 12.088000297546387 │ 11.833000183105469 │             -0.26 │             -2.11 │
│ q6       │  8.654999732971191 │  8.503000259399414 │             -0.15 │             -1.76 │
│ q4       │ 31.788999557495117 │ 31.746000289916992 │             -0.04 │             -0.14 │
│ q16      │ 3.0869998931884766 │ 3.0950000286102295 │              0.01 │              0.26 │
│ q2       │  5.936999797821045 │  5.949999809265137 │              0.01 │              0.22 │
│ q19      │ 15.329000473022461 │ 15.390000343322754 │              0.06 │               0.4 │
│ q11      │  2.625999927520752 │ 2.7219998836517334 │               0.1 │              3.66 │
│ q1       │  12.38599967956543 │ 12.484000205993652 │               0.1 │              0.79 │
│ q13      │ 21.889999389648438 │  22.79800033569336 │              0.91 │              4.15 │
╰────────────────────────────────────────────────────────────────────────────────────────────╯

Tests

• Unit Test
• Logic Test
• Benchmark Test
• No Test - Explain why

Type of change

• Bug Fix (non-breaking change which fixes an issue)
• New Feature (non-breaking change which adds functionality)
• Breaking Change (fix or feature that could cause existing functionality not to work as expected)
• Documentation Update
• Refactoring
• Performance Improvement
• Other (please describe):

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