Created
September 30, 2015 10:04
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class KafkaListener(saveProgress: Array[OffsetRange] => Boolean) extends SparkListener with Logging { | |
private val runningJobs = collection.mutable.Set.empty[SparkListenerJobStart] | |
private val kafkaRDDs = collection.mutable.Map.empty[Int, Array[OffsetRange]] | |
override def onJobStart(jobStart: SparkListenerJobStart) { | |
runningJobs += jobStart | |
} | |
override def onJobEnd(jobEnd: SparkListenerJobEnd) { | |
runningJobs.find(_.jobId == jobEnd.jobId).map { job => | |
runningJobs -= job | |
logDebug(s"Job just finished with result $jobEnd") | |
// check if the job contained kafka RDDs | |
job.stageInfos.foreach { stageInfo => | |
stageInfo.rddInfos.map(_.id).foreach { rddId => | |
kafkaRDDs.get(rddId).foreach { offsetRanges => | |
// we have a kafka rdd | |
kafkaRDDs -= rddId | |
if (jobEnd.jobResult == JobSucceeded) { | |
logDebug(s"[+] Job succeeded for kafka RDD: $rddId") | |
logDebug(s"[+] Trying to save progress.") | |
val checkpointed = saveProgress(offsetRanges) | |
if (checkpointed) logDebug(s"[+] Progress saved to kafka storage.") | |
else logDebug(s"[-] Could not save progress, will consume this RDD again on restart.") | |
} else { | |
logError(s"[-] Failed to process the rdd $rddId with offsets = ${offsetRanges.toSeq}") | |
// TODO: store failure somewhere | |
} | |
} | |
} | |
} | |
} | |
} | |
def registerKafkaRDD(id: Int, offsets: Array[OffsetRange]) { | |
kafkaRDDs += (id -> offsets) | |
} | |
} |
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