GEOMESA-3259 FSDS - Add support for GeoParquet

[adeet1]

• Create a BoundsObserver trait, and tweak various classes and methods to use that trait
• Add an observer to the SimpleFeatureParquetWriter and write records to it, in order to create a bounding box of all the geometries
  • Add this bounding box to the GeoParquet metadata (which requires the metadata map to be changed to a mutable data structure)
• Read and write all geometry attributes as binary (a primitive Parquet type) instead of as a pair of x/y doubles (a group Parquet type), using the same converter and attribute writer for all geometry types, while also maintaining backwards compatibility
• Add support for parsing WKB bytes in the Parquet geometry transformer functions
• Use a spatial index instead of a GeoTools filter for bounding box queries

[adeet1]

To-do items:

• Make FilterConverter.spatial backwards-compatible
• Add support for 3D geometries and bounding boxes
• Add a unit test assert that ensures the file metadata validates against the GeoParquet metadata schema

[adeet1]

• When we compact GeoParquet files in a filesystem partition, we need to ensure that the bounding boxes in the metadata of the files get merged correctly (i.e. assert that the union of bounding boxes of the files before compaction is equal to the union of bounding boxes of the newly compacted files).