Uploaded image for project: 'Ignite'
  1. Ignite
  2. IGNITE-4262 Hadoop Accelerator performance improvements.
  3. IGNITE-4355

Hadoop: eliminate map threads pauses during startup

    XMLWordPrintableJSON

Details

    • Sub-task
    • Status: Resolved
    • Major
    • Resolution: Fixed
    • None
    • 2.0
    • hadoop

    Description

      Pauses in all Map threads but one are observed in the beginning . This is caused by waiting on future.get() in HadoopV2Job.getTaskContext(HadoopTaskInfo) .

       at sun.misc.Unsafe.park(boolean, long)
       at java.util.concurrent.locks.LockSupport.park(Object)
       at java.util.concurrent.locks.AbstractQueuedSynchronizer.parkAndCheckInterrupt()
       at java.util.concurrent.locks.AbstractQueuedSynchronizer.doAcquireSharedInterruptibly(int)
       at java.util.concurrent.locks.AbstractQueuedSynchronizer.acquireSharedInterruptibly(int)
       at org.apache.ignite.internal.util.future.GridFutureAdapter.get0(boolean)
       at org.apache.ignite.internal.util.future.GridFutureAdapter.get()
       at org.apache.ignite.internal.processors.hadoop.impl.v2.HadoopV2Job.getTaskContext(HadoopTaskInfo)
       at org.apache.ignite.internal.processors.hadoop.shuffle.HadoopShuffleJob.<init>(Object, IgniteLogger, HadoopJob, GridUnsafeMemory, int, int[], int)
       at org.apache.ignite.internal.processors.hadoop.shuffle.HadoopShuffle.newJob(HadoopJobId)
       at org.apache.ignite.internal.processors.hadoop.shuffle.HadoopShuffle.job(HadoopJobId)
       at org.apache.ignite.internal.processors.hadoop.shuffle.HadoopShuffle.output(HadoopTaskContext)
       at org.apache.ignite.internal.processors.hadoop.taskexecutor.HadoopEmbeddedTaskExecutor$1.createOutput(HadoopTaskContext)
       at org.apache.ignite.internal.processors.hadoop.taskexecutor.HadoopRunnableTask.createOutputInternal(HadoopTaskContext)
       at org.apache.ignite.internal.processors.hadoop.taskexecutor.HadoopRunnableTask.runTask(HadoopPerformanceCounter)
       at org.apache.ignite.internal.processors.hadoop.taskexecutor.HadoopRunnableTask.call0()
       at org.apache.ignite.internal.processors.hadoop.taskexecutor.HadoopRunnableTask$1.call()
       at org.apache.ignite.internal.processors.hadoop.taskexecutor.HadoopRunnableTask$1.call()
       at org.apache.ignite.internal.processors.hadoop.impl.v2.HadoopV2TaskContext.runAsJobOwner(Callable)
       at org.apache.ignite.internal.processors.hadoop.taskexecutor.HadoopRunnableTask.call()
       at org.apache.ignite.internal.processors.hadoop.taskexecutor.HadoopRunnableTask.call()
       at org.apache.ignite.internal.processors.hadoop.taskexecutor.HadoopExecutorService$2.body()
       at org.apache.ignite.internal.util.worker.GridWorker.run()
       at java.lang.Thread.run()
      

      while the working thread initializes the context:

      Java Monitor Wait
       at java.lang.Object.wait(long)
       at java.lang.Thread.join(long)
       at java.lang.Thread.join()
       at org.apache.hadoop.util.Shell.joinThread(Thread)
       at org.apache.hadoop.util.Shell.runCommand()
       at org.apache.hadoop.util.Shell.run()
       at org.apache.hadoop.util.Shell$ShellCommandExecutor.execute()
       at org.apache.hadoop.util.Shell.isSetsidSupported()
       at org.apache.hadoop.util.Shell.<clinit>()
       at org.apache.hadoop.util.StringUtils.<clinit>()
       at org.apache.hadoop.security.SecurityUtil.getAuthenticationMethod(Configuration)
       at org.apache.hadoop.security.UserGroupInformation.initialize(Configuration, boolean)
       at org.apache.hadoop.security.UserGroupInformation.ensureInitialized()
       at org.apache.hadoop.security.UserGroupInformation.loginUserFromSubject(Subject)
       at org.apache.hadoop.security.UserGroupInformation.getLoginUser()
       at org.apache.hadoop.security.UserGroupInformation.getCurrentUser()
       at org.apache.hadoop.mapreduce.task.JobContextImpl.<init>(Configuration, JobID)
       at org.apache.hadoop.mapred.JobContextImpl.<init>(JobConf, JobID, Progressable)
       at org.apache.hadoop.mapred.JobContextImpl.<init>(JobConf, JobID)
       at org.apache.ignite.internal.processors.hadoop.impl.v2.HadoopV2TaskContext.<init>(HadoopTaskInfo, HadoopJob, HadoopJobId, UUID, DataInput)
       at sun.reflect.NativeConstructorAccessorImpl.newInstance0(Constructor, Object[])
       at sun.reflect.NativeConstructorAccessorImpl.newInstance(Object[])
       at sun.reflect.DelegatingConstructorAccessorImpl.newInstance(Object[])
       at java.lang.reflect.Constructor.newInstance(Object[])
       at org.apache.ignite.internal.processors.hadoop.impl.v2.HadoopV2Job.getTaskContext(HadoopTaskInfo)
       at org.apache.ignite.internal.processors.hadoop.shuffle.HadoopShuffleJob.<init>(Object, IgniteLogger, HadoopJob, GridUnsafeMemory, int, int[], int)
       at org.apache.ignite.internal.processors.hadoop.shuffle.HadoopShuffle.newJob(HadoopJobId)
       at org.apache.ignite.internal.processors.hadoop.shuffle.HadoopShuffle.job(HadoopJobId)
       at org.apache.ignite.internal.processors.hadoop.shuffle.HadoopShuffle.output(HadoopTaskContext)
       at org.apache.ignite.internal.processors.hadoop.taskexecutor.HadoopEmbeddedTaskExecutor$1.createOutput(HadoopTaskContext)
       at org.apache.ignite.internal.processors.hadoop.taskexecutor.HadoopRunnableTask.createOutputInternal(HadoopTaskContext)
       at org.apache.ignite.internal.processors.hadoop.taskexecutor.HadoopRunnableTask.runTask(HadoopPerformanceCounter)
       at org.apache.ignite.internal.processors.hadoop.taskexecutor.HadoopRunnableTask.call0()
       at org.apache.ignite.internal.processors.hadoop.taskexecutor.HadoopRunnableTask$1.call()
       at org.apache.ignite.internal.processors.hadoop.taskexecutor.HadoopRunnableTask$1.call()
       at org.apache.ignite.internal.processors.hadoop.impl.v2.HadoopV2TaskContext.runAsJobOwner(Callable)
       at org.apache.ignite.internal.processors.hadoop.taskexecutor.HadoopRunnableTask.call()
       at org.apache.ignite.internal.processors.hadoop.taskexecutor.HadoopRunnableTask.call()
       at org.apache.ignite.internal.processors.hadoop.taskexecutor.HadoopExecutorService$2.body()
       at org.apache.ignite.internal.util.worker.GridWorker.run()
       at java.lang.Thread.run()
      
      

      Experimental solution can be found in branch "ignite-4270-sync-direct-gzip-avoid-setup-pauses". 2 changes are made there:
      1) HadoopShuffle.job() avoided "speculative execution"
      2) task contexts creation paralleled in HadoopShuffleJob.<init>().

      JFR profiles show that there are no pauses any more, however, there is stil a lot of work done in each thread loading classes, parsing XML configs, and initializing Hadoop statics (in case of UserGroupInformation.getCurrentUser() this even involves a shell script execution).

      Attachments

        Activity

          People

            vozerov Vladimir Ozerov
            iveselovskiy Ivan Veselovsky
            Votes:
            0 Vote for this issue
            Watchers:
            2 Start watching this issue

            Dates

              Created:
              Updated:
              Resolved: