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

    https://github.com/apache/spark/pull/16263#discussion_r92833679
  
    --- Diff: python/pyspark/rdd.py ---
    @@ -2349,7 +2352,12 @@ def toLocalIterator(self):
             """
             with SCCallSiteSync(self.context) as css:
                 port = 
self.ctx._jvm.PythonRDD.toLocalIteratorAndServe(self._jrdd.rdd())
    -        return _load_from_socket(port, self._jrdd_deserializer)
    +        # We set a timeout for connecting socket. The connection only 
begins when we start
    +        # to consume the first element. If we do not begin to consume the 
returned iterator
    +        # immediately, there will be a failure.
    +        iter = _load_from_socket(port, self._jrdd_deserializer)
    --- End diff --
    
    I think we could have a wrapper to load items, and return the iterator in 
_load_from_socket(): 
    ```
    def _load_from_socket(port):
         ...
        return  serializer.load_stream(sock.makefile("rb", 65536))
    ```
    
    The `finally` may be optional, GC cloud close the socket (should be 
confirmed).


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