Uploaded image for project: 'Spark'
  1. Spark
  2. SPARK-33005 Kubernetes GA Preparation
  3. SPARK-24266

Spark client terminates while driver is still running

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Details

    • Sub-task
    • Status: Resolved
    • Critical
    • Resolution: Fixed
    • 2.3.0, 3.0.0
    • 2.4.8, 3.0.2, 3.1.0
    • Kubernetes, Spark Core
    • None

    Description

      Warning: Ignoring non-spark config property: Default=system properties included when running spark-submit.
18/05/11 14:50:12 WARN Config: Error reading service account token from: [/var/run/secrets/kubernetes.io/serviceaccount/token]. Ignoring.
18/05/11 14:50:12 INFO HadoopStepsOrchestrator: Hadoop Conf directory: Some(/data/tesla/spark-2.2.0-k8s-0.5.0-bin-2.7.3/hadoop-conf)
18/05/11 14:50:15 WARN NativeCodeLoader: Unable to load native-hadoop library for your platform... using builtin-java classes where applicable
18/05/11 14:50:15 WARN DomainSocketFactory: The short-circuit local reads feature cannot be used because libhadoop cannot be loaded.
18/05/11 14:50:16 INFO HadoopConfBootstrapImpl: HADOOP_CONF_DIR defined. Mounting Hadoop specific files
18/05/11 14:50:17 INFO LoggingPodStatusWatcherImpl: State changed, new state: 
	 pod name: spark-64-293-980-1526021412180-driver
	 namespace: tione-603074457
	 labels: network -> FLOATINGIP, spark-app-selector -> spark-2843da19c690485b93780ad7992a101e, spark-role -> driver
	 pod uid: 90558303-54e7-11e8-9e64-525400da65d8
	 creation time: 2018-05-11T06:50:17Z
	 service account name: default
	 volumes: spark-local-dir-0-spark-local, spark-init-properties, download-jars-volume, download-files, spark-init-secret, hadoop-properties, default-token-xvjt9
	 node name: N/A
	 start time: N/A
	 container images: N/A
	 phase: Pending
	 status: []
18/05/11 14:50:17 INFO LoggingPodStatusWatcherImpl: State changed, new state: 
	 pod name: spark-64-293-980-1526021412180-driver
	 namespace: tione-603074457
	 labels: network -> FLOATINGIP, spark-app-selector -> spark-2843da19c690485b93780ad7992a101e, spark-role -> driver
	 pod uid: 90558303-54e7-11e8-9e64-525400da65d8
	 creation time: 2018-05-11T06:50:17Z
	 service account name: default
	 volumes: spark-local-dir-0-spark-local, spark-init-properties, download-jars-volume, download-files, spark-init-secret, hadoop-properties, default-token-xvjt9
	 node name: tbds-100-98-45-69
	 start time: N/A
	 container images: N/A
	 phase: Pending
	 status: []
18/05/11 14:50:18 INFO LoggingPodStatusWatcherImpl: State changed, new state: 
	 pod name: spark-64-293-980-1526021412180-driver
	 namespace: tione-603074457
	 labels: network -> FLOATINGIP, spark-app-selector -> spark-2843da19c690485b93780ad7992a101e, spark-role -> driver
	 pod uid: 90558303-54e7-11e8-9e64-525400da65d8
	 creation time: 2018-05-11T06:50:17Z
	 service account name: default
	 volumes: spark-local-dir-0-spark-local, spark-init-properties, download-jars-volume, download-files, spark-init-secret, hadoop-properties, default-token-xvjt9
	 node name: tbds-100-98-45-69
	 start time: 2018-05-11T06:50:17Z
	 container images: docker.oa.com:8080/gaia/spark-driver-cos:20180503_9
	 phase: Pending
	 status: [ContainerStatus(containerID=null, image=docker.oa.com:8080/gaia/spark-driver-cos:20180503_9, imageID=, lastState=ContainerState(running=null, terminated=null, waiting=null, additionalProperties={}), name=spark-kubernetes-driver, ready=false, restartCount=0, state=ContainerState(running=null, terminated=null, waiting=ContainerStateWaiting(message=null, reason=PodInitializing, additionalProperties={}), additionalProperties={}), additionalProperties={})]
18/05/11 14:50:19 INFO Client: Waiting for application spark-64-293-980 to finish...
18/05/11 14:50:25 INFO LoggingPodStatusWatcherImpl: State changed, new state: 
	 pod name: spark-64-293-980-1526021412180-driver
	 namespace: tione-603074457
	 labels: network -> FLOATINGIP, spark-app-selector -> spark-2843da19c690485b93780ad7992a101e, spark-role -> driver
	 pod uid: 90558303-54e7-11e8-9e64-525400da65d8
	 creation time: 2018-05-11T06:50:17Z
	 service account name: default
	 volumes: spark-local-dir-0-spark-local, spark-init-properties, download-jars-volume, download-files, spark-init-secret, hadoop-properties, default-token-xvjt9
	 node name: tbds-100-98-45-69
	 start time: 2018-05-11T06:50:17Z
	 container images: docker.oa.com:8080/gaia/spark-driver-cos:20180503_9
	 phase: Pending
	 status: [ContainerStatus(containerID=null, image=docker.oa.com:8080/gaia/spark-driver-cos:20180503_9, imageID=, lastState=ContainerState(running=null, terminated=null, waiting=null, additionalProperties={}), name=spark-kubernetes-driver, ready=false, restartCount=0, state=ContainerState(running=null, terminated=null, waiting=ContainerStateWaiting(message=null, reason=PodInitializing, additionalProperties={}), additionalProperties={}), additionalProperties={})]
18/05/11 14:50:27 INFO LoggingPodStatusWatcherImpl: State changed, new state: 
	 pod name: spark-64-293-980-1526021412180-driver
	 namespace: tione-603074457
	 labels: network -> FLOATINGIP, spark-app-selector -> spark-2843da19c690485b93780ad7992a101e, spark-role -> driver
	 pod uid: 90558303-54e7-11e8-9e64-525400da65d8
	 creation time: 2018-05-11T06:50:17Z
	 service account name: default
	 volumes: spark-local-dir-0-spark-local, spark-init-properties, download-jars-volume, download-files, spark-init-secret, hadoop-properties, default-token-xvjt9
	 node name: tbds-100-98-45-69
	 start time: 2018-05-11T06:50:17Z
	 container images: docker.oa.com:8080/gaia/spark-driver-cos:20180503_9
	 phase: Pending
	 status: [ContainerStatus(containerID=null, image=docker.oa.com:8080/gaia/spark-driver-cos:20180503_9, imageID=, lastState=ContainerState(running=null, terminated=null, waiting=null, additionalProperties={}), name=spark-kubernetes-driver, ready=false, restartCount=0, state=ContainerState(running=null, terminated=null, waiting=ContainerStateWaiting(message=null, reason=PodInitializing, additionalProperties={}), additionalProperties={}), additionalProperties={})]
18/05/11 14:50:28 INFO LoggingPodStatusWatcherImpl: State changed, new state: 
	 pod name: spark-64-293-980-1526021412180-driver
	 namespace: tione-603074457
	 labels: network -> FLOATINGIP, spark-app-selector -> spark-2843da19c690485b93780ad7992a101e, spark-role -> driver
	 pod uid: 90558303-54e7-11e8-9e64-525400da65d8
	 creation time: 2018-05-11T06:50:17Z
	 service account name: default
	 volumes: spark-local-dir-0-spark-local, spark-init-properties, download-jars-volume, download-files, spark-init-secret, hadoop-properties, default-token-xvjt9
	 node name: tbds-100-98-45-69
	 start time: 2018-05-11T06:50:17Z
	 container images: docker.oa.com:8080/gaia/spark-driver-cos:20180503_9
	 phase: Running
	 status: [ContainerStatus(containerID=docker://e2dbfbe5dd1e9c0e0e3ac045f0e17c5c0c80e684b273ca01daf80d908a1e1368, image=docker.oa.com:8080/gaia/spark-driver-cos:20180503_9, imageID=docker://dfa88515def0ade6874ba13ce40a7073fbdb84eab23b47b3237853e93bde9a02, lastState=ContainerState(running=null, terminated=null, waiting=null, additionalProperties={}), name=spark-kubernetes-driver, ready=true, restartCount=0, state=ContainerState(running=ContainerStateRunning(startedAt=Time(time=2018-05-11T06:50:27Z, additionalProperties={}), additionalProperties={}), terminated=null, waiting=null, additionalProperties={}), additionalProperties={})]
18/05/11 15:40:28 WARN WatchConnectionManager: Exec Failure
java.io.EOFException
	at okio.RealBufferedSource.require(RealBufferedSource.java:60)
	at okio.RealBufferedSource.readByte(RealBufferedSource.java:73)
	at okhttp3.internal.ws.WebSocketReader.readHeader(WebSocketReader.java:113)
	at okhttp3.internal.ws.WebSocketReader.processNextFrame(WebSocketReader.java:97)
	at okhttp3.internal.ws.RealWebSocket.loopReader(RealWebSocket.java:262)
	at okhttp3.internal.ws.RealWebSocket$2.onResponse(RealWebSocket.java:201)
	at okhttp3.RealCall$AsyncCall.execute(RealCall.java:141)
	at okhttp3.internal.NamedRunnable.run(NamedRunnable.java:32)
	at java.util.concurrent.ThreadPoolExecutor.runWorker(ThreadPoolExecutor.java:1142)
	at java.util.concurrent.ThreadPoolExecutor$Worker.run(ThreadPoolExecutor.java:617)
	at java.lang.Thread.run(Thread.java:745)
18/05/11 15:40:28 INFO WatchConnectionManager: Current reconnect backoff is 1000 milliseconds (T0)
18/05/11 16:30:30 WARN WatchConnectionManager: Exec Failure
java.io.EOFException
	at okio.RealBufferedSource.require(RealBufferedSource.java:60)
	at okio.RealBufferedSource.readByte(RealBufferedSource.java:73)
	at okhttp3.internal.ws.WebSocketReader.readHeader(WebSocketReader.java:113)
	at okhttp3.internal.ws.WebSocketReader.processNextFrame(WebSocketReader.java:97)
	at okhttp3.internal.ws.RealWebSocket.loopReader(RealWebSocket.java:262)
	at okhttp3.internal.ws.RealWebSocket$2.onResponse(RealWebSocket.java:201)
	at okhttp3.RealCall$AsyncCall.execute(RealCall.java:141)
	at okhttp3.internal.NamedRunnable.run(NamedRunnable.java:32)
	at java.util.concurrent.ThreadPoolExecutor.runWorker(ThreadPoolExecutor.java:1142)
	at java.util.concurrent.ThreadPoolExecutor$Worker.run(ThreadPoolExecutor.java:617)
	at java.lang.Thread.run(Thread.java:745)
18/05/11 16:30:30 INFO WatchConnectionManager: Current reconnect backoff is 1000 milliseconds (T0)
18/05/11 16:30:31 INFO LoggingPodStatusWatcherImpl: Container final statuses:
	 Container name: spark-kubernetes-driver
	 Container image: docker.oa.com:8080/gaia/spark-driver-cos:20180503_9
	 Container state: Running
	 Container started at: 2018-05-11T06:50:27Z
18/05/11 16:30:31 INFO Client: Application spark-64-293-980 finished.
18/05/11 16:30:31 INFO ShutdownHookManager: Shutdown hook called
18/05/11 16:30:31 INFO ShutdownHookManager: Deleting directory /tmp/uploaded-files-ee69f033-7db5-4803-ba35-835f5e3caaeb
18/05/11 16:30:31 INFO ShutdownHookManager: Deleting directory /tmp/uploaded-jars-4ab0fbfd-be75-40e3-a3fd-49a7f20b544f

      This is the client log when we encountered this issue. Spark client terminates while driver is still running. See the last few lines in the log 

      18/05/11 16:30:30 INFO WatchConnectionManager: Current reconnect backoff is 1000 milliseconds (T0)
18/05/11 16:30:31 INFO LoggingPodStatusWatcherImpl: Container final statuses:
	 Container name: spark-kubernetes-driver
	 Container image: docker.oa.com:8080/gaia/spark-driver-cos:20180503_9
	 Container state: Running
	 Container started at: 2018-05-11T06:50:27Z

      After debuging, I add some logs both in spark and kubernetes-client. 

      # spark patch

--- a/resource-managers/kubernetes/core/src/main/scala/org/apache/spark/deploy/k8s/submit/LoggingPodStatusWatcher.scala
+++ b/resource-managers/kubernetes/core/src/main/scala/org/apache/spark/deploy/k8s/submit/LoggingPodStatusWatcher.scala
@@ -69,6 +69,7 @@ private[k8s] class LoggingPodStatusWatcherImpl(
 
   override def eventReceived(action: Action, pod: Pod): Unit = {
     this.pod = Option(pod)
+    logInfo(s"action $action")
     action match {
       case Action.DELETED =>
         podFinalStatus = POD_FAILED
@@ -92,7 +93,7 @@ private[k8s] class LoggingPodStatusWatcherImpl(
   }
 
   override def onClose(e: KubernetesClientException): Unit = {
-    logDebug(s"Stopping watching application $appId with last-observed phase $phase")
+    logInfo(s"Stopping watching application $appId with last-observed phase $phase, exception $e")
     closeWatch()
   }

# kubernetes-client

diff --git a/kubernetes-client/src/main/java/io/fabric8/kubernetes/client/dsl/internal/WatchConnectionManager.java b/kubernetes-client/src/main/java/io/fabric8/kubernetes/client/dsl/internal/WatchConnectionManager.java
index b82b64e6..20587ef0 100644
--- a/kubernetes-client/src/main/java/io/fabric8/kubernetes/client/dsl/internal/WatchConnectionManager.java
+++ b/kubernetes-client/src/main/java/io/fabric8/kubernetes/client/dsl/internal/WatchConnectionManager.java
@@ -129,6 +129,7 @@ public class WatchConnectionManager<T extends HasMetadata, L extends KubernetesR
         httpUrlBuilder.addQueryParameter("fieldSelector", fieldQueryString);
       }
     }
+    logger.info("resourceVersion " + resourceVersion.get());
 
     if (this.resourceVersion.get() != null) {
       httpUrlBuilder.addQueryParameter("resourceVersion", this.resourceVersion.get());
@@ -214,12 +215,14 @@ public class WatchConnectionManager<T extends HasMetadata, L extends KubernetesR
         try {
           WatchEvent event = readWatchEvent(message);
           Object object = event.getObject();
+          logger.info("resourceVersion " + resourceVersion.get());
           if (object instanceof HasMetadata) {
             @SuppressWarnings("unchecked")
             T obj = (T) object;
             // Dirty cast - should always be valid though
             String currentResourceVersion = resourceVersion.get();
             String newResourceVersion = ((HasMetadata) obj).getMetadata().getResourceVersion();
+            logger.info("currentResourceVersion " + currentResourceVersion + " newResourceVersion " + newResourceVersion);
             if (currentResourceVersion == null || currentResourceVersion.compareTo(newResourceVersion) < 0) {
               resourceVersion.compareAndSet(currentResourceVersion, newResourceVersion);
             }
@@ -244,6 +247,7 @@ public class WatchConnectionManager<T extends HasMetadata, L extends KubernetesR
             }
           } else if (object instanceof Status) {
             Status status = (Status) object;
+            logger.info("status " + status.toString());
 
             // The resource version no longer exists - this has to be handled by the caller.
             if (status.getCode() == HTTP_GONE) {

      It clearly print the following root errors. The issue lays in kubernetes-client that it simply throws the "too old resource version" exception (https://github.com/fabric8io/kubernetes-client/blob/5b1a57b64c7dcc7ebeba3a7024e8615c91afaedb/kubernetes-client/src/main/java/io/fabric8/kubernetes/client/dsl/internal/WatchConnectionManager.java#L259-L266) to client, but spark client does not handle this.
      We configured etcd to do compack in each hour. If a job runs for more than an hour, it may encounter this issue.

      18/05/13 13:32:48 INFO WatchConnectionManager: Current reconnect backoff is 32000 milliseconds (T5)
18/05/13 13:33:20 INFO WatchConnectionManager: resourceVersion 21648111
18/05/13 13:33:20 INFO WatchConnectionManager: status Status(apiVersion=v1, code=410, details=null, kind=Status, message=too old resource version: 21648111 (21653211), metadata=ListMeta(resourceVersion=null, selfLink=null, additionalProperties={}), reason=Gone, status=Failure, additionalProperties={})
18/05/13 13:33:20 INFO LoggingPodStatusWatcherImpl: Stopping watching application spark-6bb7b853297a4892b9fb95a3a0ac0b3d with last-observed phase Running, exception io.fabric8.kubernetes.client.KubernetesClientException: too old resource version: 21648111 (21653211)
18/05/13 13:33:20 INFO LoggingPodStatusWatcherImpl: Container final statuses:
	 Container name: spark-kubernetes-driver
	 Container image: docker.oa.com:8080/gaia/spark-driver-cos:20180503_9
	 Container state: Running
	 Container started at: 2018-05-13T05:21:01Z
18/05/13 13:33:20 INFO Client: Application spark-64-293-980 finished.
18/05/13 13:33:20 INFO ShutdownHookManager: Shutdown hook called
18/05/13 13:33:20 INFO ShutdownHookManager: Deleting directory /tmp/uploaded-jars-9a02d858-73e9-476b-9063-2fcdd9b083a2
18/05/13 13:33:20 INFO ShutdownHookManager: Deleting directory /tmp/uploaded-files-f82b5887-6edf-4707-8703-1ccae2114c6f

      I fixed the issue by hacking kubernetes-client, make it watch without specifying the resource version. I'm thinking of a better solution.

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            sdehaes Stijn De Haes
            chenchun Chun Chen
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            Dates

              Created:
              Updated:
              Resolved: