[jira] [Updated] (SPARK-24067) Backport SPARK-17147 to 2.3 (Spark Streaming Kafka 0.10 Consumer Can't Handle Non-consecutive Offsets (i.e. Log Compaction))

["Joachim Hereth (JIRA)" <ji...@apache.org>]

     [ https://issues.apache.org/jira/browse/SPARK-24067?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ]

Joachim Hereth updated SPARK-24067:
-----------------------------------
    Summary: Backport SPARK-17147 to 2.3 (Spark Streaming Kafka 0.10 Consumer Can't Handle Non-consecutive Offsets (i.e. Log Compaction))  (was: Backport SPARK-17147 to 2.3)

> Backport SPARK-17147 to 2.3 (Spark Streaming Kafka 0.10 Consumer Can't Handle Non-consecutive Offsets (i.e. Log Compaction))
> ----------------------------------------------------------------------------------------------------------------------------
>
>                 Key: SPARK-24067
>                 URL: https://issues.apache.org/jira/browse/SPARK-24067
>             Project: Spark
>          Issue Type: Bug
>          Components: DStreams
>    Affects Versions: 2.0.0
>            Reporter: Joachim Hereth
>            Assignee: Cody Koeninger
>            Priority: Major
>             Fix For: 2.4.0
>
>
> Spark 2.3 Streaming Kafka 0.10 Consumer Can't Handle Non-consecutive Offsets (i.e. Log Compaction)
>  
> When Kafka does log compaction offsets often end up with gaps, meaning the next requested offset will be frequently not be offset+1. The logic in KafkaRDD & CachedKafkaConsumer has a baked in assumption that the next offset will always be just an increment of 1 above the previous offset.
> I have worked around this problem by changing CachedKafkaConsumer to use the returned record's offset, from:
>  {{nextOffset = offset + 1}}
>  to:
>  {{nextOffset = record.offset + 1}}
> and changed KafkaRDD from:
>  {{requestOffset += 1}}
>  to:
>  {{requestOffset = r.offset() + 1}}
> (I also had to change some assert logic in CachedKafkaConsumer).
> There's a strong possibility that I have misconstrued how to use the streaming kafka consumer, and I'm happy to close this out if that's the case. If, however, it is supposed to support non-consecutive offsets (e.g. due to log compaction) I am also happy to contribute a PR.



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