I have a cluster made by two slaves and one master and set up and I submit a jar (scala) to the spark master (192.168.1.64):
spark-submit --master spark://spark-master:7077 --class tests.elements target/scala-2.10/zzz-project_2.10-1.0.jar After quite sometime running just fine it stops abruptly with the last lines on the terminal being
... 15/08/19 17:45:24 INFO scheduler.TaskSchedulerImpl: Adding task set 411292.0 with 6 tasks 15/08/19 17:45:24 WARN scheduler.TaskSetManager: Stage 411292 contains a task of very large size (2762 KB). The maximum recommended task size is 100 KB. 15/08/19 17:45:24 INFO scheduler.TaskSetManager: Starting task 2.0 in stage 411292.0 (TID 1832, 192.168.1.64, PROCESS_LOCAL, 2828792 bytes) 15/08/19 17:45:24 INFO scheduler.TaskSetManager: Starting task 0.0 in stage 411292.0 (TID 1833, 192.168.1.62, PROCESS_LOCAL, 2310009 bytes) 15/08/19 17:45:24 INFO scheduler.TaskSetManager: Starting task 3.0 in stage 411292.0 (TID 1834, 192.168.1.64, PROCESS_LOCAL, 2669188 bytes) 15/08/19 17:45:24 INFO scheduler.TaskSetManager: Starting task 1.0 in stage 411292.0 (TID 1835, 192.168.1.62, PROCESS_LOCAL, 2295676 bytes) 15/08/19 17:45:24 INFO scheduler.TaskSetManager: Starting task 4.0 in stage 411292.0 (TID 1836, 192.168.1.64, PROCESS_LOCAL, 2847786 bytes) 15/08/19 17:45:24 INFO scheduler.TaskSetManager: Starting task 5.0 in stage 411292.0 (TID 1837, 192.168.1.64, PROCESS_LOCAL, 2913528 bytes) Killed and the error occurring at the master log is the following:
... 15/08/19 16:09:49 INFO master.Master: Launching executor app-20150819160949-0001/0 on worker worker-20150819160925-192.168.1.64-51640 15/08/19 16:09:49 INFO master.Master: Launching executor app-20150819160949-0001/1 on worker worker-20150819160938-192.168.1.62-38007 15/08/19 16:15:44 INFO master.Master: akka.tcp://sparkDriver@192.168.1.64:46823 got disassociated, removing it. 15/08/19 16:15:44 INFO master.Master: Removing app app-20150819160949-0001 15/08/19 16:15:44 WARN remote.ReliableDeliverySupervisor: Association with remote system [akka.tcp://sparkDriver@192.168.1.64:46823] has failed, address is now gated for [5000] ms. Reason is: [Disassociated]. 15/08/19 16:15:44 WARN master.Master: Application testPageRank is still in progress, it may be terminated abnormally. ... Both workers have in their logs something like this
... 15/08/19 16:15:49 INFO worker.Worker: Executor app-20150819160949-0001/0 finished with state EXITED message Command exited with code 1 exitStatus 1 15/08/19 16:15:50 WARN remote.ReliableDeliverySupervisor: Association with remote system [akka.tcp://sparkExecutor@192.168.1.64:54799] has failed, address is now gated for [5000] ms. Reason is: [Disassociated]. and
... 15/08/19 16:15:43 INFO worker.Worker: Executor app-20150819160949-0001/1 finished with state EXITED message Command exited with code 1 exitStatus 1 15/08/19 16:15:43 WARN remote.ReliableDeliverySupervisor: Association with remote system [akka.tcp://sparkExecutor@192.168.1.62:53325] has failed, address is now gated for [5000] ms. Reason is: [Disassociated]. respectively. The work/app files contain something like this
... 15/08/19 16:15:41 INFO executor.Executor: Finished task 1.0 in stage 387758.0 (TID 1803). 1911 bytes result sent to driver 15/08/19 16:15:41 INFO executor.Executor: Finished task 4.0 in stage 387758.0 (TID 1806). 1911 bytes result sent to driver 15/08/19 16:15:41 INFO storage.BlockManager: Found block rdd_1206_5 locally 15/08/19 16:15:41 INFO executor.Executor: Finished task 5.0 in stage 387758.0 (TID 1807). 1911 bytes result sent to driver 15/08/19 16:15:41 INFO storage.BlockManager: Found block rdd_1206_3 locally 15/08/19 16:15:41 INFO executor.Executor: Finished task 3.0 in stage 387758.0 (TID 1805). 1911 bytes result sent to driver 15/08/19 16:15:44 ERROR executor.CoarseGrainedExecutorBackend: Driver 192.168.1.64:46823 disassociated! Shutting down. 15/08/19 16:15:44 WARN remote.ReliableDeliverySupervisor: Association with remote system [akka.tcp://sparkDriver@192.168.1.64:46823] has failed, address is now gated for [5000] ms. Reason is: [Disassociated]. 15/08/19 16:15:45 INFO storage.DiskBlockManager: Shutdown hook called 15/08/19 16:15:46 INFO util.Utils: Shutdown hook called and
... 15/08/19 16:15:41 INFO storage.BlockManager: Found block rdd_1206_0 locally 15/08/19 16:15:41 INFO executor.Executor: Finished task 2.0 in stage 387758.0 (TID 1804). 1911 bytes result sent to driver 15/08/19 16:15:41 INFO executor.Executor: Finished task 0.0 in stage 387758.0 (TID 1802). 1911 bytes result sent to driver 15/08/19 16:15:42 ERROR executor.CoarseGrainedExecutorBackend: Driver 192.168.1.64:46823 disassociated! Shutting down. 15/08/19 16:15:42 INFO storage.DiskBlockManager: Shutdown hook called 15/08/19 16:15:42 WARN remote.ReliableDeliverySupervisor: Association with remote system [akka.tcp://sparkDriver@192.168.1.64:46823] has failed, address is now gated for [5000] ms. Reason is: [Disassociated]. 15/08/19 16:15:42 INFO util.Utils: Shutdown hook called respectively. There seem to be no other error in hdfs or spark.
I am suspecting that the error lies in the master log, the third line (15/08/19 16:15:44 INFO master.Master: akka.tcp://sparkDriver@192.168.1.64:46823 got disassociated, removing it.) but I can't figure out why. I tried changing the spark.akka.heartbeat.interval to 100 as suggested in some posts but no luck. Anyone would know why it happens and how to solve this? Thanks so much.