GH-533: Add ALP (Adaptive Lossless floating-Point) encoding specification - #557
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Add the encoding specification for ALP (encoding value 10) to Encodings.md. ALP compresses FLOAT and DOUBLE columns by converting values to integers via decimal scaling, then applying Frame of Reference encoding and bit-packing. Values that cannot be losslessly round-tripped are stored as exceptions.
See rendered preview here: https://github.com/prtkgaur/parquet-format/blob/alpEncoding/Encodings.md#adaptive-lossless-floating-point-alp--10
The spec covers:
Based on the paper "ALP: Adaptive Lossless floating-Point Compression" (Afroozeh and Boncz, SIGMOD 2024). Wire format matches the C++ Arrow and Java parquet-java implementations.
Rationale for this change
What changes are included in this PR?
Do these changes have PoC implementations?