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  1. Zeppelin
  2. ZEPPELIN-2258

Spark driver not closed on interpreter restart

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Details

    • Bug
    • Status: Resolved
    • Major
    • Resolution: Fixed
    • 0.7.0
    • 0.7.1
    • Interpreters
    • None

    • Spark Standalone 2.0.2
      Scoped Interpreter

    Description

      Problem

      Sometimes we experience an issue that when restarting the Spark interpreter, the driver is not shutdown correctly. Due to this, the applications stays submitted to the (standalone) cluster and still consumes resources. We are using the Spark interpreter in scoped mode.

      Looking at the logs there is not much to see, at least no error message. How does Zeppelin terminate the Spark session when restarting the interpreter?

      Example

      Due to some query that is stuck we are restarting the interpreter at 17:27, which was started at 14:01. Instead of restarting it, it attempts to start a new driver which fails to bind to the existing port, binding a new one. The old application stays submitted.

      grep "SparkUI" zeppelin-interpreter-spark-zeppelin-zeppelin-02.log

 INFO [2017-03-13 14:01:06,415] ({pool-2-thread-3} Logging.scala[logInfo]:54) - Successfully started service 'SparkUI' on port 42935.
 INFO [2017-03-13 14:01:06,418] ({pool-2-thread-3} Logging.scala[logInfo]:54) - Bound SparkUI to 0.0.0.0, and started at http://xxxxxxxxxxx:42935
 WARN [2017-03-13 17:27:58,704] ({pool-2-thread-2} Logging.scala[logWarning]:66) - Service 'SparkUI' could not bind on port 42935. Attempting port 42936.
 INFO [2017-03-13 17:27:58,731] ({pool-2-thread-2} Logging.scala[logInfo]:54) - Successfully started service 'SparkUI' on port 42936.
 INFO [2017-03-13 17:27:58,737] ({pool-2-thread-2} Logging.scala[logInfo]:54) - Bound SparkUI to 0.0.0.0, and started at http://xxxxxxxxxxx:42936

      grep -B 300 "could not bind on port 42935" zeppelin-interpreter-spark-zeppelin-zeppelin-02.log

 INFO [2017-03-13 17:26:19,998] ({pool-1-thread-1} RemoteInterpreterServer.java[cancel]:535) - cancel org.apache.zeppelin.spark.PySparkInterpreter 20170313-171538_890555184
 INFO [2017-03-13 17:26:20,000] ({pool-1-thread-1} Logging.scala[logInfo]:54) - Asked to cancel job group zeppelin-2CB7T91AF-20170313-171538_890555184
 INFO [2017-03-13 17:26:22,192] ({pool-1-thread-1} RemoteInterpreterServer.java[cancel]:535) - cancel org.apache.zeppelin.spark.PySparkInterpreter 20170313-171538_890555184
 INFO [2017-03-13 17:26:22,193] ({pool-1-thread-1} Logging.scala[logInfo]:54) - Asked to cancel job group zeppelin-2CB7T91AF-20170313-171538_890555184
 INFO [2017-03-13 17:26:22,397] ({pool-1-thread-1} RemoteInterpreterServer.java[cancel]:535) - cancel org.apache.zeppelin.spark.PySparkInterpreter 20170313-171538_890555184
 INFO [2017-03-13 17:26:22,397] ({pool-1-thread-1} Logging.scala[logInfo]:54) - Asked to cancel job group zeppelin-2CB7T91AF-20170313-171538_890555184
 INFO [2017-03-13 17:26:24,604] ({pool-1-thread-1} RemoteInterpreterServer.java[cancel]:535) - cancel org.apache.zeppelin.spark.PySparkInterpreter 20170313-171538_890555184
 INFO [2017-03-13 17:26:24,604] ({pool-1-thread-1} Logging.scala[logInfo]:54) - Asked to cancel job group zeppelin-2CB7T91AF-20170313-171538_890555184
 INFO [2017-03-13 17:27:44,299] ({pool-1-thread-1} RemoteInterpreterServer.java[cancel]:535) - cancel org.apache.zeppelin.spark.PySparkInterpreter 20170313-171538_890555184
 INFO [2017-03-13 17:27:44,299] ({pool-1-thread-1} Logging.scala[logInfo]:54) - Asked to cancel job group zeppelin-2CB7T91AF-20170313-171538_890555184
 INFO [2017-03-13 17:27:44,344] ({pool-1-thread-1} RemoteInterpreterServer.java[cancel]:535) - cancel org.apache.zeppelin.spark.PySparkInterpreter 20170313-171538_890555184
 INFO [2017-03-13 17:27:44,344] ({pool-1-thread-1} Logging.scala[logInfo]:54) - Asked to cancel job group zeppelin-2CB7T91AF-20170313-171538_890555184
 INFO [2017-03-13 17:27:44,347] ({pool-1-thread-1} RemoteInterpreterServer.java[cancel]:535) - cancel org.apache.zeppelin.spark.PySparkInterpreter 20170313-171538_890555184
 INFO [2017-03-13 17:27:44,347] ({pool-1-thread-1} Logging.scala[logInfo]:54) - Asked to cancel job group zeppelin-2CB7T91AF-20170313-171538_890555184
 INFO [2017-03-13 17:27:44,348] ({pool-1-thread-1} RemoteInterpreterServer.java[cancel]:535) - cancel org.apache.zeppelin.spark.PySparkInterpreter 20170313-171538_890555184
 INFO [2017-03-13 17:27:44,348] ({pool-1-thread-1} Logging.scala[logInfo]:54) - Asked to cancel job group zeppelin-2CB7T91AF-20170313-171538_890555184
 INFO [2017-03-13 17:27:52,196] ({Thread-0} RemoteInterpreterServer.java[run]:96) - Starting remote interpreter server on port 47609
 INFO [2017-03-13 17:27:52,561] ({pool-1-thread-2} RemoteInterpreterServer.java[createInterpreter]:196) - Instantiate interpreter org.apache.zeppelin.spark.PySparkInterpreter
 INFO [2017-03-13 17:27:52,617] ({pool-1-thread-2} RemoteInterpreterServer.java[createInterpreter]:196) - Instantiate interpreter org.apache.zeppelin.spark.SparkInterpreter
 INFO [2017-03-13 17:27:52,623] ({pool-1-thread-2} RemoteInterpreterServer.java[createInterpreter]:196) - Instantiate interpreter org.apache.zeppelin.spark.SparkSqlInterpreter
 INFO [2017-03-13 17:27:52,626] ({pool-1-thread-2} RemoteInterpreterServer.java[createInterpreter]:196) - Instantiate interpreter org.apache.zeppelin.spark.DepInterpreter
 INFO [2017-03-13 17:27:52,673] ({pool-2-thread-2} SchedulerFactory.java[jobStarted]:131) - Job remoteInterpretJob_1489422472669 started by scheduler interpreter_1754241267
 INFO [2017-03-13 17:27:52,682] ({pool-2-thread-2} PySparkInterpreter.java[createPythonScript]:106) - File /tmp/zeppelin_pyspark-142944822224657232.py created
 INFO [2017-03-13 17:27:56,198] ({pool-2-thread-75} SchedulerFactory.java[jobFinished]:137) - Job remoteInterpretJob_1489422348563 finished by scheduler interpreter_999576780
 INFO [2017-03-13 17:27:56,583] ({pool-2-thread-2} SparkInterpreter.java[createSparkSession]:350) - ------ Create new SparkContext spark://yyyyyyyyyyyyy:7077 -------
 INFO [2017-03-13 17:27:56,638] ({pool-2-thread-2} Logging.scala[logInfo]:54) - Running Spark version 2.0.2
 WARN [2017-03-13 17:27:57,427] ({pool-2-thread-2} NativeCodeLoader.java[<clinit>]:62) - Unable to load native-hadoop library for your platform... using builtin-java classes where applicable
 INFO [2017-03-13 17:27:57,664] ({pool-2-thread-2} Logging.scala[logInfo]:54) - Changing view acls to: zeppelin
 INFO [2017-03-13 17:27:57,665] ({pool-2-thread-2} Logging.scala[logInfo]:54) - Changing modify acls to: zeppelin
 INFO [2017-03-13 17:27:57,665] ({pool-2-thread-2} Logging.scala[logInfo]:54) - Changing view acls groups to: 
 INFO [2017-03-13 17:27:57,666] ({pool-2-thread-2} Logging.scala[logInfo]:54) - Changing modify acls groups to: 
 INFO [2017-03-13 17:27:57,666] ({pool-2-thread-2} Logging.scala[logInfo]:54) - SecurityManager: authentication disabled; ui acls disabled; users  with view permissions: Set(zeppelin); groups with view permissions: Set(); users  with modify permissions: Set(zeppelin); groups with modify permissions: Set()
 INFO [2017-03-13 17:27:58,148] ({pool-2-thread-2} Logging.scala[logInfo]:54) - Successfully started service 'sparkDriver' on port 56861.
 INFO [2017-03-13 17:27:58,179] ({pool-2-thread-2} Logging.scala[logInfo]:54) - Registering MapOutputTracker
 INFO [2017-03-13 17:27:58,212] ({pool-2-thread-2} Logging.scala[logInfo]:54) - Registering BlockManagerMaster
 INFO [2017-03-13 17:27:58,234] ({pool-2-thread-2} Logging.scala[logInfo]:54) - Created local directory at /tmp/blockmgr-5dd56028-ee7c-4996-9011-245dcc7f3d6b
 INFO [2017-03-13 17:27:58,254] ({pool-2-thread-2} Logging.scala[logInfo]:54) - MemoryStore started with capacity 4.1 GB
 INFO [2017-03-13 17:27:58,324] ({pool-2-thread-2} Logging.scala[logInfo]:54) - Registering OutputCommitCoordinator
 INFO [2017-03-13 17:27:58,487] ({pool-2-thread-2} Log.java[initialized]:186) - Logging initialized @7223ms
 INFO [2017-03-13 17:27:58,630] ({pool-2-thread-2} Server.java[doStart]:327) - jetty-9.2.z-SNAPSHOT
 INFO [2017-03-13 17:27:58,656] ({pool-2-thread-2} ContextHandler.java[doStart]:744) - Started o.s.j.s.ServletContextHandler@4a482724{/jobs,null,AVAILABLE}
 INFO [2017-03-13 17:27:58,657] ({pool-2-thread-2} ContextHandler.java[doStart]:744) - Started o.s.j.s.ServletContextHandler@3f531ec4{/jobs/json,null,AVAILABLE}
 INFO [2017-03-13 17:27:58,657] ({pool-2-thread-2} ContextHandler.java[doStart]:744) - Started o.s.j.s.ServletContextHandler@3f300fc5{/jobs/job,null,AVAILABLE}
 INFO [2017-03-13 17:27:58,658] ({pool-2-thread-2} ContextHandler.java[doStart]:744) - Started o.s.j.s.ServletContextHandler@b656e64{/jobs/job/json,null,AVAILABLE}
 INFO [2017-03-13 17:27:58,659] ({pool-2-thread-2} ContextHandler.java[doStart]:744) - Started o.s.j.s.ServletContextHandler@9f092b{/stages,null,AVAILABLE}
 INFO [2017-03-13 17:27:58,659] ({pool-2-thread-2} ContextHandler.java[doStart]:744) - Started o.s.j.s.ServletContextHandler@279d92c2{/stages/json,null,AVAILABLE}
 INFO [2017-03-13 17:27:58,660] ({pool-2-thread-2} ContextHandler.java[doStart]:744) - Started o.s.j.s.ServletContextHandler@186cefd3{/stages/stage,null,AVAILABLE}
 INFO [2017-03-13 17:27:58,661] ({pool-2-thread-2} ContextHandler.java[doStart]:744) - Started o.s.j.s.ServletContextHandler@38dab4f4{/stages/stage/json,null,AVAILABLE}
 INFO [2017-03-13 17:27:58,661] ({pool-2-thread-2} ContextHandler.java[doStart]:744) - Started o.s.j.s.ServletContextHandler@40f42495{/stages/pool,null,AVAILABLE}
 INFO [2017-03-13 17:27:58,662] ({pool-2-thread-2} ContextHandler.java[doStart]:744) - Started o.s.j.s.ServletContextHandler@bb4a5cb{/stages/pool/json,null,AVAILABLE}
 INFO [2017-03-13 17:27:58,663] ({pool-2-thread-2} ContextHandler.java[doStart]:744) - Started o.s.j.s.ServletContextHandler@74d9c119{/storage,null,AVAILABLE}
 INFO [2017-03-13 17:27:58,663] ({pool-2-thread-2} ContextHandler.java[doStart]:744) - Started o.s.j.s.ServletContextHandler@19c9a662{/storage/json,null,AVAILABLE}
 INFO [2017-03-13 17:27:58,664] ({pool-2-thread-2} ContextHandler.java[doStart]:744) - Started o.s.j.s.ServletContextHandler@78f8f942{/storage/rdd,null,AVAILABLE}
 INFO [2017-03-13 17:27:58,664] ({pool-2-thread-2} ContextHandler.java[doStart]:744) - Started o.s.j.s.ServletContextHandler@56cc816b{/storage/rdd/json,null,AVAILABLE}
 INFO [2017-03-13 17:27:58,665] ({pool-2-thread-2} ContextHandler.java[doStart]:744) - Started o.s.j.s.ServletContextHandler@6ca753a2{/environment,null,AVAILABLE}
 INFO [2017-03-13 17:27:58,666] ({pool-2-thread-2} ContextHandler.java[doStart]:744) - Started o.s.j.s.ServletContextHandler@380902e2{/environment/json,null,AVAILABLE}
 INFO [2017-03-13 17:27:58,666] ({pool-2-thread-2} ContextHandler.java[doStart]:744) - Started o.s.j.s.ServletContextHandler@704ce48{/executors,null,AVAILABLE}
 INFO [2017-03-13 17:27:58,667] ({pool-2-thread-2} ContextHandler.java[doStart]:744) - Started o.s.j.s.ServletContextHandler@35f1c01a{/executors/json,null,AVAILABLE}
 INFO [2017-03-13 17:27:58,668] ({pool-2-thread-2} ContextHandler.java[doStart]:744) - Started o.s.j.s.ServletContextHandler@631daf45{/executors/threadDump,null,AVAILABLE}
 INFO [2017-03-13 17:27:58,669] ({pool-2-thread-2} ContextHandler.java[doStart]:744) - Started o.s.j.s.ServletContextHandler@13f3afd6{/executors/threadDump/json,null,AVAILABLE}
 INFO [2017-03-13 17:27:58,676] ({pool-2-thread-2} ContextHandler.java[doStart]:744) - Started o.s.j.s.ServletContextHandler@3224456e{/static,null,AVAILABLE}
 INFO [2017-03-13 17:27:58,677] ({pool-2-thread-2} ContextHandler.java[doStart]:744) - Started o.s.j.s.ServletContextHandler@9eea220{/,null,AVAILABLE}
 INFO [2017-03-13 17:27:58,679] ({pool-2-thread-2} ContextHandler.java[doStart]:744) - Started o.s.j.s.ServletContextHandler@70743df{/api,null,AVAILABLE}
 INFO [2017-03-13 17:27:58,679] ({pool-2-thread-2} ContextHandler.java[doStart]:744) - Started o.s.j.s.ServletContextHandler@984c1f6{/stages/stage/kill,null,AVAILABLE}
 WARN [2017-03-13 17:27:58,682] ({pool-2-thread-2} AbstractLifeCycle.java[setFailed]:212) - FAILED ServerConnector@3a4224e0{HTTP/1.1}{0.0.0.0:42935}: java.net.BindException: Address already in use
 WARN [2017-03-13 17:27:58,686] ({pool-2-thread-2} AbstractLifeCycle.java[setFailed]:212) - FAILED org.spark_project.jetty.server.Server@26ba9b5f: java.net.BindException: Address already in use
 INFO [2017-03-13 17:27:58,689] ({pool-2-thread-2} AbstractConnector.java[doStop]:306) - Stopped ServerConnector@3a4224e0{HTTP/1.1}{0.0.0.0:42935}
 INFO [2017-03-13 17:27:58,691] ({pool-2-thread-2} ContextHandler.java[doStop]:865) - Stopped o.s.j.s.ServletContextHandler@984c1f6{/stages/stage/kill,null,UNAVAILABLE}
 INFO [2017-03-13 17:27:58,692] ({pool-2-thread-2} ContextHandler.java[doStop]:865) - Stopped o.s.j.s.ServletContextHandler@70743df{/api,null,UNAVAILABLE}
 INFO [2017-03-13 17:27:58,692] ({pool-2-thread-2} ContextHandler.java[doStop]:865) - Stopped o.s.j.s.ServletContextHandler@9eea220{/,null,UNAVAILABLE}
 INFO [2017-03-13 17:27:58,692] ({pool-2-thread-2} ContextHandler.java[doStop]:865) - Stopped o.s.j.s.ServletContextHandler@3224456e{/static,null,UNAVAILABLE}
 INFO [2017-03-13 17:27:58,692] ({pool-2-thread-2} ContextHandler.java[doStop]:865) - Stopped o.s.j.s.ServletContextHandler@13f3afd6{/executors/threadDump/json,null,UNAVAILABLE}
 INFO [2017-03-13 17:27:58,693] ({pool-2-thread-2} ContextHandler.java[doStop]:865) - Stopped o.s.j.s.ServletContextHandler@631daf45{/executors/threadDump,null,UNAVAILABLE}
 INFO [2017-03-13 17:27:58,693] ({pool-2-thread-2} ContextHandler.java[doStop]:865) - Stopped o.s.j.s.ServletContextHandler@35f1c01a{/executors/json,null,UNAVAILABLE}
 INFO [2017-03-13 17:27:58,693] ({pool-2-thread-2} ContextHandler.java[doStop]:865) - Stopped o.s.j.s.ServletContextHandler@704ce48{/executors,null,UNAVAILABLE}
 INFO [2017-03-13 17:27:58,693] ({pool-2-thread-2} ContextHandler.java[doStop]:865) - Stopped o.s.j.s.ServletContextHandler@380902e2{/environment/json,null,UNAVAILABLE}
 INFO [2017-03-13 17:27:58,694] ({pool-2-thread-2} ContextHandler.java[doStop]:865) - Stopped o.s.j.s.ServletContextHandler@6ca753a2{/environment,null,UNAVAILABLE}
 INFO [2017-03-13 17:27:58,694] ({pool-2-thread-2} ContextHandler.java[doStop]:865) - Stopped o.s.j.s.ServletContextHandler@56cc816b{/storage/rdd/json,null,UNAVAILABLE}
 INFO [2017-03-13 17:27:58,694] ({pool-2-thread-2} ContextHandler.java[doStop]:865) - Stopped o.s.j.s.ServletContextHandler@78f8f942{/storage/rdd,null,UNAVAILABLE}
 INFO [2017-03-13 17:27:58,694] ({pool-2-thread-2} ContextHandler.java[doStop]:865) - Stopped o.s.j.s.ServletContextHandler@19c9a662{/storage/json,null,UNAVAILABLE}
 INFO [2017-03-13 17:27:58,695] ({pool-2-thread-2} ContextHandler.java[doStop]:865) - Stopped o.s.j.s.ServletContextHandler@74d9c119{/storage,null,UNAVAILABLE}
 INFO [2017-03-13 17:27:58,695] ({pool-2-thread-2} ContextHandler.java[doStop]:865) - Stopped o.s.j.s.ServletContextHandler@bb4a5cb{/stages/pool/json,null,UNAVAILABLE}
 INFO [2017-03-13 17:27:58,695] ({pool-2-thread-2} ContextHandler.java[doStop]:865) - Stopped o.s.j.s.ServletContextHandler@40f42495{/stages/pool,null,UNAVAILABLE}
 INFO [2017-03-13 17:27:58,695] ({pool-2-thread-2} ContextHandler.java[doStop]:865) - Stopped o.s.j.s.ServletContextHandler@38dab4f4{/stages/stage/json,null,UNAVAILABLE}
 INFO [2017-03-13 17:27:58,696] ({pool-2-thread-2} ContextHandler.java[doStop]:865) - Stopped o.s.j.s.ServletContextHandler@186cefd3{/stages/stage,null,UNAVAILABLE}
 INFO [2017-03-13 17:27:58,696] ({pool-2-thread-2} ContextHandler.java[doStop]:865) - Stopped o.s.j.s.ServletContextHandler@279d92c2{/stages/json,null,UNAVAILABLE}
 INFO [2017-03-13 17:27:58,696] ({pool-2-thread-2} ContextHandler.java[doStop]:865) - Stopped o.s.j.s.ServletContextHandler@9f092b{/stages,null,UNAVAILABLE}
 INFO [2017-03-13 17:27:58,697] ({pool-2-thread-2} ContextHandler.java[doStop]:865) - Stopped o.s.j.s.ServletContextHandler@b656e64{/jobs/job/json,null,UNAVAILABLE}
 INFO [2017-03-13 17:27:58,697] ({pool-2-thread-2} ContextHandler.java[doStop]:865) - Stopped o.s.j.s.ServletContextHandler@3f300fc5{/jobs/job,null,UNAVAILABLE}
 INFO [2017-03-13 17:27:58,697] ({pool-2-thread-2} ContextHandler.java[doStop]:865) - Stopped o.s.j.s.ServletContextHandler@3f531ec4{/jobs/json,null,UNAVAILABLE}
 INFO [2017-03-13 17:27:58,697] ({pool-2-thread-2} ContextHandler.java[doStop]:865) - Stopped o.s.j.s.ServletContextHandler@4a482724{/jobs,null,UNAVAILABLE}
 WARN [2017-03-13 17:27:58,704] ({pool-2-thread-2} Logging.scala[logWarning]:66) - Service 'SparkUI' could not bind on port 42935. Attempting port 42936.

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          Bug - A problem which impairs or prevents the functions of the product. ZEPPELIN-1832 Zombie Interpreter processes

          • Blocker - Blocks development and/or testing work, production could not run
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              Unassigned Unassigned
              frosner Frank Rosner
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                Updated:
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