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

    https://github.com/apache/spark/pull/22042#discussion_r211786471
  
    --- Diff: 
external/kafka-0-10-sql/src/main/scala/org/apache/spark/sql/kafka010/KafkaDataConsumer.scala
 ---
    @@ -250,33 +294,42 @@ private[kafka010] case class InternalKafkaConsumer(
           offset: Long,
           untilOffset: Long,
           pollTimeoutMs: Long,
    -      failOnDataLoss: Boolean): ConsumerRecord[Array[Byte], Array[Byte]] = 
{
    -    if (offset != nextOffsetInFetchedData || !fetchedData.hasNext()) {
    -      // This is the first fetch, or the last pre-fetched data has been 
drained.
    +      failOnDataLoss: Boolean): FetchedRecord = {
    +    if (offset != nextOffsetInFetchedData) {
    +      // This is the first fetch, or the fetched data has been reset.
           // Seek to the offset because we may call seekToBeginning or 
seekToEnd before this.
    -      seek(offset)
    -      poll(pollTimeoutMs)
    +      poll(offset, pollTimeoutMs)
    +    } else if (!fetchedData.hasNext) {
    +      // The last pre-fetched data has been drained.
    +      if (offset < offsetAfterPoll) {
    --- End diff --
    
    this is the place preventing me from making `offsetAfterPoll` be a local 
var.


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