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Kubernetes k8s上的flink是否可以使用pv,使用NFS和pvc作为高可用性存储库_Kubernetes_Apache Flink_High Availability - Fatal编程技术网

Kubernetes k8s上的flink是否可以使用pv,使用NFS和pvc作为高可用性存储库

Kubernetes k8s上的flink是否可以使用pv,使用NFS和pvc作为高可用性存储库,kubernetes,apache-flink,high-availability,Kubernetes,Apache Flink,High Availability,我想在k8s上使用HA模式部署Flink 1.12.0,我不想部署HDFS群集,我有一个NFS,因此我创建了一个使用NFS作为后端存储的PV,并且我创建了一个用于部署装载的PVC 这是我的弗林克地图 kubernetes.cluster-id:mta flink 高可用性:org.apache.flink.kubernetes.highavailability。Kuberneteshaservices工厂 high-availability.storageDir:file:///opt/fli

我想在k8s上使用HA模式部署Flink 1.12.0,我不想部署HDFS群集,我有一个NFS,因此我创建了一个使用NFS作为后端存储的PV,并且我创建了一个用于部署装载的PVC

这是我的弗林克地图


kubernetes.cluster-id:mta flink
高可用性:org.apache.flink.kubernetes.highavailability。Kuberneteshaservices工厂
high-availability.storageDir:file:///opt/flink/nfs/ha
这是我的jobmanager yaml文件:


体积数量:
名称:flink配置卷
挂载路径:/opt/flink/conf
姓名:flink nfs
装载路径:/opt/flink/nfs
securityContext:
runAsUser:9999#指的是来自flink官方图像的用户flink,如有必要,请更改
#组别:9999
卷数:
名称:flink配置卷
配置映射:
名称:mta flink配置
项目:
密钥:flink-conf.yaml
路径:flink-conf.yaml
键:log4j-console.properties
路径:log4j-console.properties
姓名:flink nfs
persistentVolumeClaim:
索赔名称:mta flink nfs pvc
它可以成功部署,但如果我浏览jobmanager:8081网站,我会得到以下结果:


{"errors": ["Service temporarily unavailable due to an ongoing leader election. Please refresh."]}
PVC是否可用作高可用性。storageDir?如果可以使用它,如何修复此错误

jobmanager的日志显示领导已经当选:

2020-12-29T06:45:54.177850394Z 2020-12-29 14:45:54,177 DEBUG io.fabric8.kubernetes.client.extended.leaderelection.LeaderElector [] - Leader election started
2020-12-29T06:45:54.177855303Z 2020-12-29 14:45:54,177 DEBUG io.fabric8.kubernetes.client.extended.leaderelection.LeaderElector [] - Attempting to acquire leader lease 'ConfigMapLock: default - mta-flink-resourcemanager-leader (6f6479c6-86cc-4d62-84f9-37ff968bd0e5)'...
2020-12-29T06:45:54.178668055Z 2020-12-29 14:45:54,178 DEBUG io.fabric8.kubernetes.client.dsl.internal.WatchConnectionManager [] - WebSocket successfully opened
2020-12-29T06:45:54.178895963Z 2020-12-29 14:45:54,178 INFO org.apache.flink.runtime.leaderretrieval.DefaultLeaderRetrievalService [] - Starting DefaultLeaderRetrievalService with KubernetesLeaderRetrievalDriver{configMapName='mta-flink-resourcemanager-leader'}.
2020-12-29T06:45:54.179327491Z 2020-12-29 14:45:54,179 DEBUG io.fabric8.kubernetes.client.dsl.internal.WatchConnectionManager [] - Connecting websocket ... io.fabric8.kubernetes.client.dsl.internal.WatchConnectionManager@6d303498
2020-12-29T06:45:54.230081993Z 2020-12-29 14:45:54,229 DEBUG io.fabric8.kubernetes.client.dsl.internal.WatchConnectionManager [] - WebSocket successfully opened
2020-12-29T06:45:54.230202329Z 2020-12-29 14:45:54,230 INFO org.apache.flink.runtime.leaderretrieval.DefaultLeaderRetrievalService [] - Starting DefaultLeaderRetrievalService with KubernetesLeaderRetrievalDriver{configMapName='mta-flink-dispatcher-leader'}.
2020-12-29T06:45:54.230219281Z 2020-12-29 14:45:54,229 DEBUG io.fabric8.kubernetes.client.dsl.internal.WatchConnectionManager [] - WebSocket successfully opened
2020-12-29T06:45:54.230353912Z 2020-12-29 14:45:54,230 INFO org.apache.flink.runtime.leaderelection.DefaultLeaderElectionService [] - Starting DefaultLeaderElectionService with KubernetesLeaderElectionDriver{configMapName='mta-flink-resourcemanager-leader'}.
2020-12-29T06:45:54.237004177Z 2020-12-29 14:45:54,236 DEBUG io.fabric8.kubernetes.client.extended.leaderelection.LeaderElector [] - Leader changed from null to 6f6479c6-86cc-4d62-84f9-37ff968bd0e5
2020-12-29T06:45:54.237024655Z 2020-12-29 14:45:54,236 INFO org.apache.flink.kubernetes.kubeclient.resources.KubernetesLeaderElector [] - New leader elected 6f6479c6-86cc-4d62-84f9-37ff968bd0e5 for mta-flink-restserver-leader.
2020-12-29T06:45:54.237027811Z 2020-12-29 14:45:54,236 DEBUG io.fabric8.kubernetes.client.extended.leaderelection.LeaderElector [] - Successfully Acquired leader lease 'ConfigMapLock: default - mta-flink-restserver-leader (6f6479c6-86cc-4d62-84f9-37ff968bd0e5)'
2020-12-29T06:45:54.237297376Z 2020-12-29 14:45:54,237 DEBUG org.apache.flink.runtime.leaderelection.DefaultLeaderElectionService [] - Grant leadership to contender http://mta-flink-jobmanager:8081 with session ID 9587e13f-322f-4cd5-9fff-b4941462be0f.
2020-12-29T06:45:54.237353551Z 2020-12-29 14:45:54,237 INFO org.apache.flink.runtime.dispatcher.DispatcherRestEndpoint [] - http://mta-flink-jobmanager:8081 was granted leadership with leaderSessionID=9587e13f-322f-4cd5-9fff-b4941462be0f
2020-12-29T06:45:54.237440354Z 2020-12-29 14:45:54,237 DEBUG org.apache.flink.runtime.leaderelection.DefaultLeaderElectionService [] - Confirm leader session ID 9587e13f-322f-4cd5-9fff-b4941462be0f for leader http://mta-flink-jobmanager:8081.
2020-12-29T06:45:54.254555127Z 2020-12-29 14:45:54,254 DEBUG io.fabric8.kubernetes.client.extended.leaderelection.LeaderElector [] - Leader changed from null to 6f6479c6-86cc-4d62-84f9-37ff968bd0e5
2020-12-29T06:45:54.254588299Z 2020-12-29 14:45:54,254 INFO org.apache.flink.kubernetes.kubeclient.resources.KubernetesLeaderElector [] - New leader elected 6f6479c6-86cc-4d62-84f9-37ff968bd0e5 for mta-flink-resourcemanager-leader.
2020-12-29T06:45:54.254628053Z 2020-12-29 14:45:54,254 DEBUG io.fabric8.kubernetes.client.extended.leaderelection.LeaderElector [] - Successfully Acquired leader lease 'ConfigMapLock: default - mta-flink-resourcemanager-leader (6f6479c6-86cc-4d62-84f9-37ff968bd0e5)'
2020-12-29T06:45:54.254871569Z 2020-12-29 14:45:54,254 DEBUG org.apache.flink.runtime.leaderelection.DefaultLeaderElectionService [] - Grant leadership to contender LeaderContender: StandaloneResourceManager with session ID b1730dc6-0f94-49f4-b519-56917f3027b7.
2020-12-29T06:45:54.256608291Z 2020-12-29 14:45:54,256 DEBUG io.fabric8.kubernetes.client.extended.leaderelection.LeaderElector [] - Attempting to renew leader lease 'ConfigMapLock: default - mta-flink-resourcemanager-leader (6f6479c6-86cc-4d62-84f9-37ff968bd0e5)'...
2020-12-29T06:45:54.259155793Z 2020-12-29 14:45:54,258 DEBUG io.fabric8.kubernetes.client.extended.leaderelection.LeaderElector [] - Leader changed from null to 6f6479c6-86cc-4d62-84f9-37ff968bd0e5
2020-12-29T06:45:54.259176091Z 2020-12-29 14:45:54,258 INFO org.apache.flink.kubernetes.kubeclient.resources.KubernetesLeaderElector [] - New leader elected 6f6479c6-86cc-4d62-84f9-37ff968bd0e5 for mta-flink-dispatcher-leader.
2020-12-29T06:45:54.25918096Z 2020-12-29 14:45:54,259 DEBUG io.fabric8.kubernetes.client.extended.leaderelection.LeaderElector [] - Successfully Acquired leader lease 'ConfigMapLock: default - mta-flink-dispatcher-leader (6f6479c6-86cc-4d62-84f9-37ff968bd0e5)'
2020-12-29T06:45:54.259362149Z 2020-12-29 14:45:54,259 DEBUG org.apache.flink.runtime.leaderelection.DefaultLeaderElectionService [] - Grant leadership to contender LeaderContender: DefaultDispatcherRunner with session ID fbbaa883-69f6-43df-9ca0-c646bc1baad1.
2020-12-29T06:45:54.260301799Z 2020-12-29 14:45:54,260 DEBUG org.apache.flink.runtime.dispatcher.runner.DefaultDispatcherRunner [] - Create new DispatcherLeaderProcess with leader session id fbbaa883-69f6-43df-9ca0-c646bc1baad1.
2020-12-29T06:45:54.266724597Z 2020-12-29 14:45:54,266 INFO org.apache.flink.runtime.dispatcher.runner.SessionDispatcherLeaderProcess [] - Start SessionDispatcherLeaderProcess.
2020-12-29T06:45:54.267718418Z 2020-12-29 14:45:54,267 DEBUG io.fabric8.kubernetes.client.extended.leaderelection.LeaderElector [] - Attempting to renew leader lease 'ConfigMapLock: default - mta-flink-dispatcher-leader (6f6479c6-86cc-4d62-84f9-37ff968bd0e5)'...
2020-12-29T06:45:54.26786349Z 2020-12-29 14:45:54,267 INFO org.apache.flink.runtime.dispatcher.runner.SessionDispatcherLeaderProcess [] - Recover all persisted job graphs.
2020-12-29T06:45:54.267976912Z 2020-12-29 14:45:54,267 DEBUG org.apache.flink.runtime.jobmanager.DefaultJobGraphStore [] - Retrieving all stored job ids from KubernetesStateHandleStore{configMapName='mta-flink-dispatcher-leader'}.
2020-12-29T06:45:54.277681598Z 2020-12-29 14:45:54,277 INFO org.apache.flink.runtime.resourcemanager.StandaloneResourceManager [] - ResourceManager akka.tcp://flink@mta-flink-jobmanager:6123/user/rpc/resourcemanager_0 was granted leadership with fencing token b51956917f3027b7b1730dc60f9449f4
2020-12-29T06:45:54.280411279Z 2020-12-29 14:45:54,280 INFO org.apache.flink.runtime.resourcemanager.slotmanager.SlotManagerImpl [] - Starting the SlotManager.
2020-12-29T06:45:54.281367931Z 2020-12-29 14:45:54,281 DEBUG org.apache.flink.kubernetes.highavailability.KubernetesLeaderElectionDriver [] - Successfully wrote leader information: Leader=http://mta-flink-jobmanager:8081, session ID=9587e13f-322f-4cd5-9fff-b4941462be0f.
2020-12-29T06:45:54.281528772Z 2020-12-29 14:45:54,281 DEBUG io.fabric8.kubernetes.client.extended.leaderelection.LeaderElector [] - Attempting to renew leader lease 'ConfigMapLock: default - mta-flink-restserver-leader (6f6479c6-86cc-4d62-84f9-37ff968bd0e5)'...
2020-12-29T06:45:54.286191344Z 2020-12-29 14:45:54,286 DEBUG org.apache.flink.runtime.resourcemanager.StandaloneResourceManager [] - Trigger heartbeat request.
2020-12-29T06:45:54.286304807Z 2020-12-29 14:45:54,286 DEBUG org.apache.flink.runtime.resourcemanager.StandaloneResourceManager [] - Trigger heartbeat request.
2020-12-29T06:45:54.286438227Z 2020-12-29 14:45:54,286 DEBUG org.apache.flink.runtime.leaderelection.DefaultLeaderElectionService [] - Confirm leader session ID b1730dc6-0f94-49f4-b519-56917f3027b7 for leader akka.tcp://flink@mta-flink-jobmanager:6123/user/rpc/resourcemanager_0.
2020-12-29T06:45:54.309361096Z 2020-12-29 14:45:54,309 DEBUG org.apache.flink.kubernetes.highavailability.KubernetesLeaderElectionDriver [] - Successfully wrote leader information: Leader=akka.tcp://flink@mta-flink-jobmanager:6123/user/rpc/resourcemanager_0, session ID=b1730dc6-0f94-49f4-b519-56917f3027b7.
2020-12-29T06:45:54.320673232Z 2020-12-29 14:45:54,320 INFO org.apache.flink.runtime.jobmanager.DefaultJobGraphStore [] - Retrieved job ids [] from KubernetesStateHandleStore{configMapName='mta-flink-dispatcher-leader'}
2020-12-29T06:45:54.3206989Z 2020-12-29 14:45:54,320 INFO org.apache.flink.runtime.dispatcher.runner.SessionDispatcherLeaderProcess [] - Successfully recovered 0 persisted job graphs.
2020-12-29T06:45:54.324829616Z 2020-12-29 14:45:54,324 DEBUG org.apache.flink.runtime.rpc.akka.SupervisorActor [] - Starting FencedAkkaRpcActor with name dispatcher_1.
2020-12-29T06:45:54.325343659Z 2020-12-29 14:45:54,325 INFO org.apache.flink.runtime.rpc.akka.AkkaRpcService [] - Starting RPC endpoint for org.apache.flink.runtime.dispatcher.StandaloneDispatcher at akka://flink/user/rpc/dispatcher_1 .
2020-12-29T06:45:54.33778039Z 2020-12-29 14:45:54,337 DEBUG org.apache.flink.runtime.leaderelection.DefaultLeaderElectionService [] - Confirm leader session ID fbbaa883-69f6-43df-9ca0-c646bc1baad1 for leader akka.tcp://flink@mta-flink-jobmanager:6123/user/rpc/dispatcher_1.
2020-12-29T06:45:54.36249763Z 2020-12-29 14:45:54,362 DEBUG org.apache.flink.kubernetes.highavailability.KubernetesLeaderElectionDriver [] - Successfully wrote leader information: Leader=akka.tcp://flink@mta-flink-jobmanager:6123/user/rpc/dispatcher_1, session ID=fbbaa883-69f6-43df-9ca0-c646bc1baad1.
2020-12-29T06:46:04.298366262Z 2020-12-29 14:46:04,297 DEBUG org.apache.flink.runtime.resourcemanager.StandaloneResourceManager [] - Trigger heartbeat request.
2020-12-29T06:46:04.298442695Z 2020-12-29 14:46:04,298 DEBUG org.apache.flink.runtime.resourcemanager.StandaloneResourceManager [] - Trigger heartbeat request.
2020-12-29T06:46:14.318174464Z 2020-12-29 14:46:14,317 DEBUG org.apache.flink.runtime.resourcemanager.StandaloneResourceManager [] - Trigger heartbeat request.
2020-12-29T06:46:14.318256849Z 2020-12-29 14:46:14,318 DEBUG org.apache.flink.runtime.resourcemanager.StandaloneResourceManager [] - Trigger heartbeat request.
2020-12-29T06:46:24.337694477Z 2020-12-29 14:46:24,337 DEBUG org.apache.flink.runtime.resourcemanager.StandaloneResourceManager [] - Trigger heartbeat request.
2020-12-29T06:46:24.337816516Z 2020-12-29 14:46:24,337 DEBUG org.apache.flink.runtime.resourcemanager.StandaloneResourceManager [] - Trigger heartbeat request.
2020-12-29T06:46:26.044624193Z 2020-12-29 14:46:26,044 DEBUG org.apache.flink.shaded.netty4.io.netty.buffer.AbstractByteBuf [] - -Dorg.apache.flink.shaded.netty4.io.netty.buffer.checkAccessible: true

我们发现根本原因是
kubernetes。命名空间
配置不正确。似乎没有调用
DefaultLeaderRetrievalService.notifyLeaderAddress
。可能是
KubernetesLeaderRetrievalDriver
遗漏了
onModified
事件。这是完整的日志文件吗?@HaydenZhou如果你找到了解决方案,最好将其作为答案发布,并将其标记为已接受,因此,遇到类似问题的其他人可以更好地理解您是如何解决的。我们发现根本原因是
kubernetes。命名空间
配置不正确。看起来好像没有调用
DefaultLeaderRetrievalService.notifyLeaderAddress
。可能是
KubernetesLeaderRetrievalDriver
遗漏了
onModified
事件。这是完整的日志文件吗?@HaydenZhou如果你找到了解决方案,最好将其作为答案发布,并将其标记为已接受,这样其他遇到类似问题的人可以更好地了解你是如何解决的。