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.*}

La issue nomina q_compress e la sua implementazione Rust, ma non contiene file del repository, test o punti di ingresso. Inizia individuando l’integrazione esistente dei codec delle colonne in Parquet Java e valutando l’interoperabilità Rust/JVM descritta nella issue. Il lavoro è completato quando q_compress è disponibile come codec per le colonne numeriche e c’è un’adeguata copertura di integrazione.

Scritto dal modello di indicizzazione a partire dal testo della issue.