Github user HyukjinKwon commented on a diff in the pull request:

    https://github.com/apache/spark/pull/22962#discussion_r232447967
  
    --- Diff: python/pyspark/taskcontext.py ---
    @@ -144,10 +144,19 @@ def __init__(self):
             """Construct a BarrierTaskContext, use get instead"""
             pass
     
    +    def __new__(cls):
    +        """
    +        Rewrite __new__ method to BarrierTaskContext for _getOrCreate 
called when _taskContext
    +        is not instance of BarrierTaskContext.
    +        """
    +        if not isinstance(cls._taskContext, BarrierTaskContext):
    +            cls._taskContext = object.__new__(cls)
    +        return cls._taskContext
    --- End diff --
    
    Why should we rewrite `__new__`?


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