Github user MLnick commented on the issue:

    https://github.com/apache/spark/pull/14579
  
    @nchammas to answer your question above 
(https://github.com/apache/spark/pull/14579#issuecomment-239185438) - in short 
no.
    
    The semantics of the utility method will be the same as for the `closing` 
example. `persisted` will return a wrapper class that implements the context 
manager methods. When entering the `with` statement, the `__enter__` method is 
called, which returns the underlying `rdd` instance - this is in turn bound to 
the variable following `as`. So it would look something like this:
    
    ```python
    class persisted():
        def __init__(self, thing):
            self.thing = thing
        def __enter__(self):
            return self.thing
        def __exit__(self, *exc_info):
            self.thing.unpersist()
    ```
    
    If someone tries to do `persisted(rdd).map(...)` it will throw an 
`AttributeError`.
    
    The "file-like" version is what is currently implemented in this PR, and it 
works if `__enter__` returns `self` which is what `file` et al do. Of course 
those classes seem to not tend to have other methods that return `self` so 
don't suffer the same chaining issue we run into with `RDD`.


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