Github user kiszk commented on the issue:

    https://github.com/apache/spark/pull/20224
  
    I totally agree to add unique ID. This is because all of the generated code 
by whole-stage codegen has the same class name. It makes us hard to debug in a 
production environment.
    
    On the other hand, IIUC, the current implementation disables caching 
mechanism regarding the same query. To add an unique ID generated different 
string for Java code.
    
    I am thinking about adding an ID related to a task into a comment or other 
parts.


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