feat: Implement Efficient Skipping for RowSelection (Phase 2)

[suxiaogang223]

Summary

Implements Phase 2 of the RowSelection API as proposed in #58.
Related Issue: #58 (Phase 2 implementation)

What's Implemented

This PR implements Phase 2: Efficient Skipping of the ORC RowSelection API, building upon the MVP from Phase 1(#59). It significantly improves performance when using row filtering by implementing efficient skip operations for all major decoder types, avoiding unnecessary decoding and memory allocation.

Phase 2: Efficient Skipping

• Implement efficient skip_rows() for each decoder type
• Skip without decoding for:
  • Integer types (RLE skip)
  • Boolean (skip bit runs)
  • Strings (skip dictionary entries)
  • Timestamps, decimals, etc.

TODO

impl efficient skip for rle_v2

[suxiaogang223]

Hi, @WenyXu This pr is ready for review🚀. This pr implements the skip method for each decoder except rle_v2 decoder. Because the decoder of rle_v2 is very complex🥲, it needs to be implemented in a separate pr in the future.

[WenyXu]

Nice work!