Late materialization for duckdb

[myrrc]

Add file_index, file_row_number virtual columns.
Add file-based filtering (range, selection) to ScanRequest.
Add partition index method.
Add late materialization support and row id columns support in duckdb.

[codspeed-hq]

Merging this PR will degrade performance by 43.85%

⚠️ 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.

⚡ 2 improved benchmarks
❌ 3 regressed benchmarks
✅ 1193 untouched benchmarks
⏩ 33 skipped benchmarks¹

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

Performance Changes

	Mode	Benchmark	BASE	HEAD	Efficiency
❌	WallTime	for[10M_u8]	73.8 µs	131.5 µs	-43.85%
⚡	WallTime	mix[0%_in/100%_out]	277.5 µs	226.3 µs	+22.62%
❌	WallTime	for[10M_u16]	96.2 µs	160 µs	-39.89%
⚡	WallTime	for[10M_u32]	165.8 µs	115.3 µs	+43.8%
❌	Simulation	bitwise_not_vortex_buffer_mut[128]	246.1 ns	275.3 ns	-10.6%

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_{Comparing myrrc/duckdb-late-materialization (8a0b20b) with develop (e3a6b62)}

Footnotes

1. 33 benchmarks were skipped, so the baseline results were used instead. If they were deleted from the codebase, click here and archive them to remove them from the performance reports. ↩