原创文章,转载请注明: 转载自http://www.cnblogs.com/tovin/p/3903478.html
本文将以一个简单的WordCount为例来看看Job的提交过程
由输出的日志可以看出job的提交过程主要经过了SparkContext-》DAGScheduler-》TaskScheduler的处理
先从RDD入手,看看RDD的转化过程。在wordcount程序中一个README.md文件从HadoopRDD最终会转化为MapPartitionsRDD
textFile()函数只是从hdfs、local file等读取文件转换成HadoopRDD,并通过map函数转化为了MappedRDD文件
与RDD相关的一个重要类就是Dependency类,它负责表示RDD之间的依赖关系。包含了NarrowDependency(窄依赖)与ShuffleDependency(宽依赖)两类
其中NarrowDependency包含一对一的OneToOneDependency与一对多的RangeDependency。在wordcount程序中MappedRDD、FlatMappedRDD都属于
OneToOneDependency,而ShuffledRDD、MapPartitionsRDD属于ShuffleDependency。
job真正的执行入口是从count这个action开始的
job提交的大致调用链是:sc.runJob()->dagScheduler.runJob->dagScheduler.submitJob->dagSchedulerEventProcessActor.JobSubmitted
->dagScheduler.handleJobSubmitted->dagScheduler.submitStage->dagScheduler.submitMissingTasks->taskScheduler.submitTasks
可以看出job先经过DAGScheduler生成stage,转换成TaskSet后提交给TaskScheduler进行调度。TaskScheduler工作原理在上一节已经分析过了,下面
主要来分析下DAGScheduler处理job的过程:
job处理过程中handleJobSubmitted比较关键,finalRDD就是进行action操作前的最后一个RDD,对应wordcount就是MapPartitionsRDD。
private[scheduler] def handleJobSubmitted(jobId: Int,
finalRDD: RDD[_],
func: (TaskContext, Iterator[_]) => _,
partitions: Array[Int],
allowLocal: Boolean,
callSite: String,
listener: JobListener,
properties: Properties = null)
{
var finalStage: Stage = null
try {
// New stage creation may throw an exception if, for example, jobs are run on a
// HadoopRDD whose underlying HDFS files have been deleted.
finalStage = newStage(finalRDD, partitions.size, None, jobId, Some(callSite))
} catch {
case e: Exception =>
logWarning("Creating new stage failed due to exception - job: " + jobId, e)
listener.jobFailed(e)
return
}
if (finalStage != null) {
val job = new ActiveJob(jobId, finalStage, func, partitions, callSite, listener, properties)
clearCacheLocs()
logInfo("Got job %s (%s) with %d output partitions (allowLocal=%s)".format(
job.jobId, callSite, partitions.length, allowLocal))
logInfo("Final stage: " + finalStage + "(" + finalStage.name + ")")
logInfo("Parents of final stage: " + finalStage.parents)
logInfo("Missing parents: " + getMissingParentStages(finalStage))
if (allowLocal && finalStage.parents.size == 0 && partitions.length == 1) {
// Compute very short actions like first() or take() with no parent stages locally.
listenerBus.post(SparkListenerJobStart(job.jobId, Array[Int](), properties))
runLocally(job)
} else {
jobIdToActiveJob(jobId) = job
activeJobs += job
resultStageToJob(finalStage) = job
listenerBus.post(SparkListenerJobStart(job.jobId, jobIdToStageIds(jobId).toArray,
properties))
submitStage(finalStage)
}
}
submitWaitingStages()
}
getMissingParentStages函数中会根据finalstage对应finalRDD的dependence类型来创建它的父stage。由于MapPartitionsRDD属于ShuffleDependency,所以上
面的日志截图中可以看出finalStage(stage 0)的父stage是(stage 1)
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" alt="" width="519" height="403" />
submitStage函数中会根据依赖关系划分stage,通过递归调用从finalStage一直往前找它的父stage,直到stage没有父stage时就调用submitMissingTasks方法
提交改stage。这样就完成了将job划分为一个或者多个stage。
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" 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最后会在submitMissingTasks函数中将stage封装成TaskSet通过taskScheduler.submitTasks函数提交给TaskScheduler处理。
原创文章,转载请注明: 转载自http://www.cnblogs.com/tovin/p/3903478.html