performance issue: BITMAP_INTERSECT ... functions

[BohuTANG]

Summary

Multiple executions of the same BITMAP_INTERSECT query show consistent execution times when data being cached on local disk.

Query:

SELECT
    TO_STRING(BITMAP_INTERSECT(frame_bitmap))
FROM
    frame_bitmap_table

These also need to address:

[KKould]

part of:

• bitmap_intersect: feat: perf bitmap intersect #19041

todo:

• Benchmark covering all bitmap-related functions: feat: perf small_union and small_symmetric_difference #19069
• Feature: Implement HybridBitmap deserialization calculation based on RoaringFormatSpec #19101