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.*}

Issue では q_compress とその Rust 実装が挙げられていますが、リポジトリのファイル、テスト、エントリポイントはありません。まず Parquet Java に既存する列コーデックの統合箇所を特定し、Issue に記載されている Rust/JVM 相互運用性を評価してください。q_compress が数値列用のコーデックとして利用可能になり、適切な統合カバレッジが確保されれば完了です。

索引モデルが issue の本文から書いたものです。