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https://issues.apache.org/jira/browse/SPARK-19275?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=15830976#comment-15830976
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Shixiong Zhu commented on SPARK-19275:
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This error usually means Spark cannot fetch records from Kafka brokers in time.
Could you check the Kafka side to see if there is any long pause GC?
> Spark Streaming, Kafka receiver, "Failed to get records for ... after polling
> for 512"
> --------------------------------------------------------------------------------------
>
> Key: SPARK-19275
> URL: https://issues.apache.org/jira/browse/SPARK-19275
> Project: Spark
> Issue Type: Bug
> Components: DStreams
> Affects Versions: 2.0.0
> Environment: Apache Spark 2.0.0, Kafka 0.10 for Scala 2.11
> Reporter: Dmitry Ochnev
>
> We have a Spark Streaming application reading records from Kafka 0.10.
> Some tasks are failed because of the following error:
> "java.lang.AssertionError: assertion failed: Failed to get records for (...)
> after polling for 512"
> The first attempt fails and the second attempt (retry) completes
> successfully, - this is the pattern that we see for many tasks in our logs.
> These fails and retries consume resources.
> A similar case with a stack trace are described here:
> https://www.mail-archive.com/user@spark.apache.org/msg56564.html
> https://gist.github.com/SrikanthTati/c2e95c4ac689cd49aab817e24ec42767
> Here is the line from the stack trace where the error is raised:
> org.apache.spark.streaming.kafka010.CachedKafkaConsumer.get(CachedKafkaConsumer.scala:74)
> We tried several values for "spark.streaming.kafka.consumer.poll.ms", - 2, 5,
> 10, 30 and 60 seconds, but the error appeared in all the cases except the
> last one. Moreover, increasing the threshold led to increasing total Spark
> stage duration.
> In other words, increasing "spark.streaming.kafka.consumer.poll.ms" led to
> fewer task failures but with cost of total stage duration. So, it is bad for
> performance when processing data streams.
> We have a suspicion that there is a bug in CachedKafkaConsumer (and/or other
> related classes) which inhibits the reading process.
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