[Java][Memory][Core]: Initialize DEBUG variable in BaseAllocator class separately

[davisusanibar]

Describe the enhancement requested

As we were implementing Java Nullability in apache/arrow#37723, we found that there are many variables that are all tied to the DEBUG variable.

Request: Improve the nullability code by creating a new private static inner class to hold all the fields.

Component(s)

Java