Github user tdas commented on a diff in the pull request: https://github.com/apache/spark/pull/16686#discussion_r99193469 --- Diff: external/kafka-0-10-sql/src/main/scala/org/apache/spark/sql/kafka010/KafkaSourceRDD.scala --- @@ -135,7 +136,28 @@ private[kafka010] class KafkaSourceRDD( } else { new NextIterator[ConsumerRecord[Array[Byte], Array[Byte]]]() { val consumer = CachedKafkaConsumer.getOrCreate( - range.topic, range.partition, executorKafkaParams) + range.topic, range.partition, executorKafkaParams, reuseKafkaConsumer) + if (range.fromOffset < 0 || range.untilOffset < 0) { --- End diff -- nit: Does this piece of code need to resolve the range need to be inside the NextIterator? This is cause a lot of unnecessary nesting. Instead of making the range var, you can resolve the range above and then create the NextIterator. Furthermore, why use rawConsumer directly and expose it? Why not use `CachedKafkaConsumer.getAvailableOffsetRange()`?
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