Github user kiszk commented on the issue:

    https://github.com/apache/spark/pull/19518
  
    In #19811, first, I will take a hybrid approach of outer (flat) global 
variable and arrays. The threshold for # of global variables would be 
configurable.
    
    I will give high priority to primitive variables to place them at the outer 
class due to performance.
    
    > I think it would be great if we were able to declare variables which are 
used only in an inner class in that inner class. Unfortunately, I think also 
that this is not trivial to achieve at all.
    It would be great if we could do this. For now, #19811 will not address 
this.


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