-
Notifications
You must be signed in to change notification settings - Fork 29k
[SPARK-7776] [STREAMING] Added shutdown hook to StreamingContext #6307
New issue
Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.
By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.
Already on GitHub? Sign in to your account
Conversation
|
@zsxwing Another PR for you to review. |
|
LGTM |
|
Test build #33195 has finished for PR 6307 at commit
|
|
@zsxwing Can you take a look again. Made a small change. |
|
+1. |
|
@tdas as per javadoc: https://docs.oracle.com/javase/7/docs/api/java/lang/Runtime.html#addShutdownHook(java.lang.Thread)
I think maybe we should not support stopping gracefully in the shutdown hook. |
|
Test build #33208 has finished for PR 6307 at commit
|
|
@zsxwing I completely agree. That's why I am not sure about adding this and wanted to get more feedback. The reason for attempting this was this thread - https://www.mail-archive.com/user@spark.apache.org/msg28788.html Your thoughts? |
|
I see. LGTM |
Shutdown hook to stop SparkContext was added recently. This results in ugly errors when a streaming application is terminated by ctrl-C. ``` Exception in thread "Thread-27" org.apache.spark.SparkException: Job cancelled because SparkContext was shut down at org.apache.spark.scheduler.DAGScheduler$$anonfun$cleanUpAfterSchedulerStop$1.apply(DAGScheduler.scala:736) at org.apache.spark.scheduler.DAGScheduler$$anonfun$cleanUpAfterSchedulerStop$1.apply(DAGScheduler.scala:735) at scala.collection.mutable.HashSet.foreach(HashSet.scala:79) at org.apache.spark.scheduler.DAGScheduler.cleanUpAfterSchedulerStop(DAGScheduler.scala:735) at org.apache.spark.scheduler.DAGSchedulerEventProcessLoop.onStop(DAGScheduler.scala:1468) at org.apache.spark.util.EventLoop.stop(EventLoop.scala:84) at org.apache.spark.scheduler.DAGScheduler.stop(DAGScheduler.scala:1403) at org.apache.spark.SparkContext.stop(SparkContext.scala:1642) at org.apache.spark.SparkContext$$anonfun$3.apply$mcV$sp(SparkContext.scala:559) at org.apache.spark.util.SparkShutdownHook.run(Utils.scala:2266) at org.apache.spark.util.SparkShutdownHookManager$$anonfun$runAll$1$$anonfun$apply$mcV$sp$1.apply$mcV$sp(Utils.scala:2236) at org.apache.spark.util.SparkShutdownHookManager$$anonfun$runAll$1$$anonfun$apply$mcV$sp$1.apply(Utils.scala:2236) at org.apache.spark.util.SparkShutdownHookManager$$anonfun$runAll$1$$anonfun$apply$mcV$sp$1.apply(Utils.scala:2236) at org.apache.spark.util.Utils$.logUncaughtExceptions(Utils.scala:1764) at org.apache.spark.util.SparkShutdownHookManager$$anonfun$runAll$1.apply$mcV$sp(Utils.scala:2236) at org.apache.spark.util.SparkShutdownHookManager$$anonfun$runAll$1.apply(Utils.scala:2236) at org.apache.spark.util.SparkShutdownHookManager$$anonfun$runAll$1.apply(Utils.scala:2236) at scala.util.Try$.apply(Try.scala:161) at org.apache.spark.util.SparkShutdownHookManager.runAll(Utils.scala:2236) at org.apache.spark.util.SparkShutdownHookManager$$anon$6.run(Utils.scala:2218) at org.apache.hadoop.util.ShutdownHookManager$1.run(ShutdownHookManager.java:54) ``` This is because the Spark's shutdown hook stops the context, and the streaming jobs fail in the middle. The correct solution is to stop the streaming context before the spark context. This PR adds the shutdown hook to do so with a priority higher than the SparkContext's shutdown hooks priority. Author: Tathagata Das <tathagata.das1565@gmail.com> Closes #6307 from tdas/SPARK-7776 and squashes the following commits: e3d5475 [Tathagata Das] Added conf to specify graceful shutdown 4c18652 [Tathagata Das] Added shutdown hook to StreamingContxt. (cherry picked from commit d68ea24) Signed-off-by: Tathagata Das <tathagata.das1565@gmail.com>
Shutdown hook to stop SparkContext was added recently. This results in ugly errors when a streaming application is terminated by ctrl-C. ``` Exception in thread "Thread-27" org.apache.spark.SparkException: Job cancelled because SparkContext was shut down at org.apache.spark.scheduler.DAGScheduler$$anonfun$cleanUpAfterSchedulerStop$1.apply(DAGScheduler.scala:736) at org.apache.spark.scheduler.DAGScheduler$$anonfun$cleanUpAfterSchedulerStop$1.apply(DAGScheduler.scala:735) at scala.collection.mutable.HashSet.foreach(HashSet.scala:79) at org.apache.spark.scheduler.DAGScheduler.cleanUpAfterSchedulerStop(DAGScheduler.scala:735) at org.apache.spark.scheduler.DAGSchedulerEventProcessLoop.onStop(DAGScheduler.scala:1468) at org.apache.spark.util.EventLoop.stop(EventLoop.scala:84) at org.apache.spark.scheduler.DAGScheduler.stop(DAGScheduler.scala:1403) at org.apache.spark.SparkContext.stop(SparkContext.scala:1642) at org.apache.spark.SparkContext$$anonfun$3.apply$mcV$sp(SparkContext.scala:559) at org.apache.spark.util.SparkShutdownHook.run(Utils.scala:2266) at org.apache.spark.util.SparkShutdownHookManager$$anonfun$runAll$1$$anonfun$apply$mcV$sp$1.apply$mcV$sp(Utils.scala:2236) at org.apache.spark.util.SparkShutdownHookManager$$anonfun$runAll$1$$anonfun$apply$mcV$sp$1.apply(Utils.scala:2236) at org.apache.spark.util.SparkShutdownHookManager$$anonfun$runAll$1$$anonfun$apply$mcV$sp$1.apply(Utils.scala:2236) at org.apache.spark.util.Utils$.logUncaughtExceptions(Utils.scala:1764) at org.apache.spark.util.SparkShutdownHookManager$$anonfun$runAll$1.apply$mcV$sp(Utils.scala:2236) at org.apache.spark.util.SparkShutdownHookManager$$anonfun$runAll$1.apply(Utils.scala:2236) at org.apache.spark.util.SparkShutdownHookManager$$anonfun$runAll$1.apply(Utils.scala:2236) at scala.util.Try$.apply(Try.scala:161) at org.apache.spark.util.SparkShutdownHookManager.runAll(Utils.scala:2236) at org.apache.spark.util.SparkShutdownHookManager$$anon$6.run(Utils.scala:2218) at org.apache.hadoop.util.ShutdownHookManager$1.run(ShutdownHookManager.java:54) ``` This is because the Spark's shutdown hook stops the context, and the streaming jobs fail in the middle. The correct solution is to stop the streaming context before the spark context. This PR adds the shutdown hook to do so with a priority higher than the SparkContext's shutdown hooks priority. Author: Tathagata Das <tathagata.das1565@gmail.com> Closes apache#6307 from tdas/SPARK-7776 and squashes the following commits: e3d5475 [Tathagata Das] Added conf to specify graceful shutdown 4c18652 [Tathagata Das] Added shutdown hook to StreamingContxt.
Shutdown hook to stop SparkContext was added recently. This results in ugly errors when a streaming application is terminated by ctrl-C. ``` Exception in thread "Thread-27" org.apache.spark.SparkException: Job cancelled because SparkContext was shut down at org.apache.spark.scheduler.DAGScheduler$$anonfun$cleanUpAfterSchedulerStop$1.apply(DAGScheduler.scala:736) at org.apache.spark.scheduler.DAGScheduler$$anonfun$cleanUpAfterSchedulerStop$1.apply(DAGScheduler.scala:735) at scala.collection.mutable.HashSet.foreach(HashSet.scala:79) at org.apache.spark.scheduler.DAGScheduler.cleanUpAfterSchedulerStop(DAGScheduler.scala:735) at org.apache.spark.scheduler.DAGSchedulerEventProcessLoop.onStop(DAGScheduler.scala:1468) at org.apache.spark.util.EventLoop.stop(EventLoop.scala:84) at org.apache.spark.scheduler.DAGScheduler.stop(DAGScheduler.scala:1403) at org.apache.spark.SparkContext.stop(SparkContext.scala:1642) at org.apache.spark.SparkContext$$anonfun$3.apply$mcV$sp(SparkContext.scala:559) at org.apache.spark.util.SparkShutdownHook.run(Utils.scala:2266) at org.apache.spark.util.SparkShutdownHookManager$$anonfun$runAll$1$$anonfun$apply$mcV$sp$1.apply$mcV$sp(Utils.scala:2236) at org.apache.spark.util.SparkShutdownHookManager$$anonfun$runAll$1$$anonfun$apply$mcV$sp$1.apply(Utils.scala:2236) at org.apache.spark.util.SparkShutdownHookManager$$anonfun$runAll$1$$anonfun$apply$mcV$sp$1.apply(Utils.scala:2236) at org.apache.spark.util.Utils$.logUncaughtExceptions(Utils.scala:1764) at org.apache.spark.util.SparkShutdownHookManager$$anonfun$runAll$1.apply$mcV$sp(Utils.scala:2236) at org.apache.spark.util.SparkShutdownHookManager$$anonfun$runAll$1.apply(Utils.scala:2236) at org.apache.spark.util.SparkShutdownHookManager$$anonfun$runAll$1.apply(Utils.scala:2236) at scala.util.Try$.apply(Try.scala:161) at org.apache.spark.util.SparkShutdownHookManager.runAll(Utils.scala:2236) at org.apache.spark.util.SparkShutdownHookManager$$anon$6.run(Utils.scala:2218) at org.apache.hadoop.util.ShutdownHookManager$1.run(ShutdownHookManager.java:54) ``` This is because the Spark's shutdown hook stops the context, and the streaming jobs fail in the middle. The correct solution is to stop the streaming context before the spark context. This PR adds the shutdown hook to do so with a priority higher than the SparkContext's shutdown hooks priority. Author: Tathagata Das <tathagata.das1565@gmail.com> Closes apache#6307 from tdas/SPARK-7776 and squashes the following commits: e3d5475 [Tathagata Das] Added conf to specify graceful shutdown 4c18652 [Tathagata Das] Added shutdown hook to StreamingContxt.
Shutdown hook to stop SparkContext was added recently. This results in ugly errors when a streaming application is terminated by ctrl-C. ``` Exception in thread "Thread-27" org.apache.spark.SparkException: Job cancelled because SparkContext was shut down at org.apache.spark.scheduler.DAGScheduler$$anonfun$cleanUpAfterSchedulerStop$1.apply(DAGScheduler.scala:736) at org.apache.spark.scheduler.DAGScheduler$$anonfun$cleanUpAfterSchedulerStop$1.apply(DAGScheduler.scala:735) at scala.collection.mutable.HashSet.foreach(HashSet.scala:79) at org.apache.spark.scheduler.DAGScheduler.cleanUpAfterSchedulerStop(DAGScheduler.scala:735) at org.apache.spark.scheduler.DAGSchedulerEventProcessLoop.onStop(DAGScheduler.scala:1468) at org.apache.spark.util.EventLoop.stop(EventLoop.scala:84) at org.apache.spark.scheduler.DAGScheduler.stop(DAGScheduler.scala:1403) at org.apache.spark.SparkContext.stop(SparkContext.scala:1642) at org.apache.spark.SparkContext$$anonfun$3.apply$mcV$sp(SparkContext.scala:559) at org.apache.spark.util.SparkShutdownHook.run(Utils.scala:2266) at org.apache.spark.util.SparkShutdownHookManager$$anonfun$runAll$1$$anonfun$apply$mcV$sp$1.apply$mcV$sp(Utils.scala:2236) at org.apache.spark.util.SparkShutdownHookManager$$anonfun$runAll$1$$anonfun$apply$mcV$sp$1.apply(Utils.scala:2236) at org.apache.spark.util.SparkShutdownHookManager$$anonfun$runAll$1$$anonfun$apply$mcV$sp$1.apply(Utils.scala:2236) at org.apache.spark.util.Utils$.logUncaughtExceptions(Utils.scala:1764) at org.apache.spark.util.SparkShutdownHookManager$$anonfun$runAll$1.apply$mcV$sp(Utils.scala:2236) at org.apache.spark.util.SparkShutdownHookManager$$anonfun$runAll$1.apply(Utils.scala:2236) at org.apache.spark.util.SparkShutdownHookManager$$anonfun$runAll$1.apply(Utils.scala:2236) at scala.util.Try$.apply(Try.scala:161) at org.apache.spark.util.SparkShutdownHookManager.runAll(Utils.scala:2236) at org.apache.spark.util.SparkShutdownHookManager$$anon$6.run(Utils.scala:2218) at org.apache.hadoop.util.ShutdownHookManager$1.run(ShutdownHookManager.java:54) ``` This is because the Spark's shutdown hook stops the context, and the streaming jobs fail in the middle. The correct solution is to stop the streaming context before the spark context. This PR adds the shutdown hook to do so with a priority higher than the SparkContext's shutdown hooks priority. Author: Tathagata Das <tathagata.das1565@gmail.com> Closes apache#6307 from tdas/SPARK-7776 and squashes the following commits: e3d5475 [Tathagata Das] Added conf to specify graceful shutdown 4c18652 [Tathagata Das] Added shutdown hook to StreamingContxt.
Shutdown hook to stop SparkContext was added recently. This results in ugly errors when a streaming application is terminated by ctrl-C.
This is because the Spark's shutdown hook stops the context, and the streaming jobs fail in the middle. The correct solution is to stop the streaming context before the spark context. This PR adds the shutdown hook to do so with a priority higher than the SparkContext's shutdown hooks priority.