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

    https://github.com/apache/spark/pull/6632#discussion_r32872739
  
    --- Diff: 
external/kafka/src/test/scala/org/apache/spark/streaming/kafka/KafkaRDDSuite.scala
 ---
    @@ -68,6 +68,21 @@ class KafkaRDDSuite extends SparkFunSuite with 
BeforeAndAfterAll {
     
         val received = rdd.map(_._2).collect.toSet
         assert(received === messages)
    +
    +    // size-related method optimizations return sane results
    +    assert(rdd.count === messages.size)
    +    assert(rdd.countApprox(0).getFinalValue.mean === messages.size)
    +    assert(! rdd.isEmpty)
    +    assert(rdd.take(1).size === 1)
    +    assert(messages(rdd.take(1).head._2))
    --- End diff --
    
    Shouldnt the test be stronger that it return the expected message from the 
right offset and not just any of the messages? Basically if there is a bug in 
the code where take(1) returns the last message in the offset range rather than 
the first message, it wont be caught. 


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