Python/Scala/Java UDF Support

[eakmanrq]

Conceptually the goal is to allow users to defined Python, Scala, or Java UDFs and SQLMesh would take care of making sure those functions are compiled and defined on the target engine. Note that only some engines support some of these languages. Before working on this we will need to determine the tech design for this feature.