v1.2.46-nightly

What's Changed

Exciting New Features ✨

• feat: read parquet row group with suitable batches. by @youngsofun in #12340
• feat(iceberg): use pushed-down filter to prune data files. by @RinChanNOWWW in #12332

Thoughtful Bug Fix 🔧

• fix(query): fix incorrect logic tests by @sundy-li in #12339
• fix(rbac): let visibility check take current_available_roles as parameter by @flaneur2020 in #12343

Code Refactor 🎉

• refactor(query): refactor aggregate spill with cluster mode by @zhang2014 in #12132
• refactor: refine replace into, utilizing bloom filter by @dantengsky in #12335

Documentation 📔

• docs: minor updates by @soyeric128 in #12337

Others 📒

• chore: use option functions by @zhyass in #12333
• chore(ci): fix flaky by @TCeason in #12328
• chore: add ColumnBinding for lambda functions by @b41sh in #12345
• chore: move TransformSerializeSegment after resize 1 by @zhyass in #12342
• chore(deps): upgrade opendal to f02d627 by @everpcpc in #12344
• chore: use summary for total bytes by @JackTan25 in #12347

Full Changelog: v1.2.45-nightly...v1.2.46-nightly