Github user MLnick commented on the issue:

    https://github.com/apache/spark/pull/14579
  
    @nchammas @holdenk @davies @rxin how about the approach of @MechCoder in 
https://github.com/apache/spark/pull/14579#discussion_r74813935?
    
    I think this will work well, so we could raise an error to prevent (almost 
all I think) usages outside of the intended pattern of `with some_rdd.cache() 
as x:` or `with some_rdd_already_cached as x:` 


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