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

    https://github.com/apache/spark/pull/17467#discussion_r112566462
  
    --- Diff: 
external/kinesis-asl/src/main/scala/org/apache/spark/streaming/kinesis/KinesisBackedBlockRDD.scala
 ---
    @@ -147,6 +152,14 @@ class KinesisSequenceRangeIterator(
       private var lastSeqNumber: String = null
       private var internalIterator: Iterator[Record] = null
     
    +  // variable for kinesis wait time interval between next retry
    +  private var kinesisWaitTimeMs = JavaUtils.timeStringAsMs(
    --- End diff --
    
    I don't think you want to do this-- ```kinesisWaitTimeMs``` is never reset 
to the default value after the retry loop exists. I think you should make this 
a ```val``` and introduce a ```var``` initialized to its value within 
```retryOrTimeout()``` to store the wait time for each retry iteration.


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