Support Quantile Compression q_compress column codec

Quantile Compression (https://github.com/mwlon/quantile-compression) is a recent but stable compression algorithm for numerical sequences that averages 35%+ higher compression ratio than the next best codec (zstd), given the same compression time. It has fairly fast decompression speed, close to that of zstd. Compared to Parquet's built-in PFor-like integer compression algorithm, it achieves a much higher compression ratio at slower speed. Adding q_compress as a column codec for all numerical columns could substantially reduce the size of most Parquet files.

q_compress is implemented in Rust, which has good interop with C++ and can run in JVM via JNI (e.g. https://github.com/pancake-db/pancake-scala-client).

**Reporter**: [Martin Loncaric](https://issues.apache.org/jira/secure/ViewProfile.jspa?name=mwlon)

_{**Note**: *This issue was originally created as [PARQUET-2132](https://issues.apache.org/jira/browse/PARQUET-2132). Please see the [migration documentation](https://issues.apache.org/jira/browse/PARQUET-2502) for further details.*}

该 issue 提到了 q_compress 及其 Rust 实现，但没有提供任何 repository 文件、测试或入口点。首先定位 Parquet Java 现有的列 codec 集成，并评估 issue 中所描述的 Rust/JVM 互操作性。当 q_compress 可作为数值列的 codec 使用，并且具备适当的集成覆盖时，即视为完成。

由索引模型根据 Issue 内容生成。