Github user koeninger commented on the issue:

    https://github.com/apache/spark/pull/15387
  
    I'm not going to say anything is impossible, which is the point of the
    assert. If it does somehow happen, it will be at start, so should be
    obvious.
    
    The whole poll 0 / pause thing is a gross hack, but it's what was suggested
    by the kafka project dev list.
    
    On Oct 7, 2016 6:16 AM, "Tathagata Das" <notificati...@github.com> wrote:
    
    > *@tdas* commented on this pull request.
    > ------------------------------
    >
    > In external/kafka-0-10/src/main/scala/org/apache/spark/streaming/kafka010/
    > DirectKafkaInputDStream.scala
    > <https://github.com/apache/spark/pull/15387#pullrequestreview-3283352>:
    >
    > > @@ -223,7 +223,7 @@ private[spark] class DirectKafkaInputDStream[K, V](
    >
    >    override def start(): Unit = {
    >      val c = consumer
    > -    c.poll(0)
    > +    assert(c.poll(0).isEmpty, "Driver shouldn't consume messages; pause 
if you poll during setup")
    >
    > Is this poll(0) guaranteed to not return any record if the previous
    > poll(0) is paused immediately? Is there a race condition possible where 
the
    > first poll(0) (inside consumer strategy) manages to actually fetch records
    > internally before it is paused, which is then returned by this poll(0)
    > (inside DStream)?
    >
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