Very much influenced by Spark Example
The Docker images are based on https://github.com/melentye/flink-docker
- You have a Kubernetes cluster installed and running. Use Minikube for local testing.
- You have the
kubectlcommand line tool somewhere in your path.
$ kubectl create -f namespace.yamlNow list all namespaces:
$ kubectl get namespaces
NAME STATUS AGE
default Active 3h
flink Active 20m
kube-system Active 3hIn order not to pass the --namespace flink argument each time, we define a context and use it:
$ kubectl config set-context flink --namespace=flink --cluster=${YOUR_CLUSTER_NAME} --user=${YOUR_USER_NAME}
$ kubectl config use-context flinkYou can find your cluster name and user name in kubernetes config in ~/.kube/config.
The Job Manager service is the master service for a Flink cluster.
Use the
jobmanager-controller.yaml
file to create a
replication controller
running the Flink Job Manager.
$ kubectl create -f jobmanager-controller.yaml
replicationcontroller "jobmanager-controller" createdThen, use the
jobmanager-service.yaml file to
create a logical service endpoint that Flink Task Managers can use to access the Job Manager pod.
$ kubectl create -f jobmanager-service.yaml
service "jobmanager" createdYou can then create a service for the Flink Job Manager WebUI:
$ kubectl create -f jobmanager-webui-service.yaml
service "jobmanager-webui" created$ kubectl get pods
NAME READY STATUS RESTARTS AGE
jobmanager-controller-5u0q5 1/1 Running 0 8mCheck logs to see the status of the Job Manager. (Use the pod name retrieved on the previous step.)
$ kubectl logs jobmanager-controller-5u0q5
[...]
--------------------------------------------------------------------------------
2016-11-12 21:34:32,100 INFO org.apache.flink.runtime.jobmanager.JobManager - Starting JobManager (Version: 1.1.3, Rev:3c95f71, Date:19.10.2016 @ 17:54:57 CEST)
2016-11-12 21:34:32,100 INFO org.apache.flink.runtime.jobmanager.JobManager - Current user: root
2016-11-12 21:34:32,100 INFO org.apache.flink.runtime.jobmanager.JobManager - JVM: OpenJDK 64-Bit Server VM - Oracle Corporation - 1.8/25.66-b17
2016-11-12 21:34:32,101 INFO org.apache.flink.runtime.jobmanager.JobManager - Maximum heap size: 245 MiBytes
2016-11-12 21:34:32,101 INFO org.apache.flink.runtime.jobmanager.JobManager - JAVA_HOME: /usr/lib/jvm/java-1.8-openjdk
2016-11-12 21:34:32,103 INFO org.apache.flink.runtime.jobmanager.JobManager - Hadoop version: 2.3.0
2016-11-12 21:34:32,103 INFO org.apache.flink.runtime.jobmanager.JobManager - JVM Options:
2016-11-12 21:34:32,103 INFO org.apache.flink.runtime.jobmanager.JobManager - -Xms256m
2016-11-12 21:34:32,103 INFO org.apache.flink.runtime.jobmanager.JobManager - -Xmx256m
2016-11-12 21:34:32,103 INFO org.apache.flink.runtime.jobmanager.JobManager - -Dlog.file=/opt/flink-1.1.3-custom-akka3/log/flink--jobmanager-0-jobmanager-controller-i4oc9.log
2016-11-12 21:34:32,103 INFO org.apache.flink.runtime.jobmanager.JobManager - -Dlog4j.configuration=file:/opt/flink-1.1.3-custom-akka3/conf/log4j.properties
2016-11-12 21:34:32,104 INFO org.apache.flink.runtime.jobmanager.JobManager - -Dlogback.configurationFile=file:/opt/flink-1.1.3-custom-akka3/conf/logback.xml
2016-11-12 21:34:32,104 INFO org.apache.flink.runtime.jobmanager.JobManager - Program Arguments:
2016-11-12 21:34:32,104 INFO org.apache.flink.runtime.jobmanager.JobManager - --configDir
2016-11-12 21:34:32,104 INFO org.apache.flink.runtime.jobmanager.JobManager - /opt/flink-1.1.3-custom-akka3/conf
2016-11-12 21:34:32,104 INFO org.apache.flink.runtime.jobmanager.JobManager - --executionMode
2016-11-12 21:34:32,104 INFO org.apache.flink.runtime.jobmanager.JobManager - cluster
2016-11-12 21:34:32,104 INFO org.apache.flink.runtime.jobmanager.JobManager - Classpath: /opt/flink-1.1.3-custom-akka3/lib/flink-dist_2.10-1.1.3.jar:/opt/flink-1.1.3-custom-akka3/lib/flink-python_2.10-1.1.3.jar:/opt/flink-1.1.3-custom-akka3/lib/log4j-1.2.17.jar:/opt/flink-1.1.3-custom-akka3/lib/slf4j-log4j12-1.7.7.jar:::
2016-11-12 21:34:32,104 INFO org.apache.flink.runtime.jobmanager.JobManager - --------------------------------------------------------------------------------
2016-11-12 21:34:32,106 INFO org.apache.flink.runtime.jobmanager.JobManager - Registered UNIX signal handlers for [TERM, HUP, INT]
2016-11-12 21:34:32,222 INFO org.apache.flink.runtime.jobmanager.JobManager - Loading configuration from /opt/flink-1.1.3-custom-akka3/conf
2016-11-12 21:34:32,232 INFO org.apache.flink.runtime.jobmanager.JobManager - Starting JobManager without high-availability
2016-11-12 21:34:32,236 INFO org.apache.flink.runtime.jobmanager.JobManager - Starting JobManager on 0.0.0.0:6123 with execution mode CLUSTER
2016-11-12 21:34:32,258 INFO org.apache.flink.runtime.jobmanager.JobManager - Security is not enabled. Starting non-authenticated JobManager.
2016-11-12 21:34:32,265 INFO org.apache.flink.runtime.jobmanager.JobManager - Starting JobManager
2016-11-12 21:34:32,266 INFO org.apache.flink.runtime.jobmanager.JobManager - Starting JobManager actor system at 0.0.0.0:6123
2016-11-12 21:34:32,330 INFO org.apache.flink.runtime.akka.AkkaUtils$ - Using listening address "0.0.0.0":6123 and external address "10.0.0.240":6123
2016-11-12 21:34:32,577 INFO akka.event.slf4j.Slf4jLogger - Slf4jLogger started
2016-11-12 21:34:32,615 INFO Remoting - Starting remoting
2016-11-12 21:34:32,740 INFO Remoting - Remoting started; listening on addresses :[akka.tcp://[email protected]:6123]
2016-11-12 21:34:32,745 INFO org.apache.flink.runtime.jobmanager.JobManager - Starting JobManager web frontend
2016-11-12 21:34:32,765 INFO org.apache.flink.runtime.webmonitor.WebMonitorUtils - Determined location of JobManager log file: /opt/flink-1.1.3-custom-akka3/log/flink--jobmanager-0-jobmanager-controller-i4oc9.log
2016-11-12 21:34:32,765 INFO org.apache.flink.runtime.webmonitor.WebMonitorUtils - Determined location of JobManager stdout file: /opt/flink-1.1.3-custom-akka3/log/flink--jobmanager-0-jobmanager-controller-i4oc9.out
2016-11-12 21:34:32,808 INFO org.apache.flink.runtime.webmonitor.WebRuntimeMonitor - Using directory /tmp/flink-web-42636f9e-2e7b-468b-9a50-f3bf2a3ad196 for the web interface files
2016-11-12 21:34:32,808 INFO org.apache.flink.runtime.webmonitor.WebRuntimeMonitor - Using directory /tmp/flink-web-upload-7af4968b-96cd-4e3e-8fec-2430bdf32e09 for web frontend JAR file uploads
2016-11-12 21:34:33,020 INFO org.apache.flink.runtime.webmonitor.WebRuntimeMonitor - Web frontend listening at 0:0:0:0:0:0:0:0:8081
2016-11-12 21:34:33,021 INFO org.apache.flink.runtime.jobmanager.JobManager - Starting JobManager actor
2016-11-12 21:34:33,026 INFO org.apache.flink.runtime.blob.BlobServer - Created BLOB server storage directory /tmp/blobStore-66dae3f5-eabd-4f11-bbae-35a0222dd192
2016-11-12 21:34:33,027 INFO org.apache.flink.runtime.blob.BlobServer - Started BLOB server at 0.0.0.0:40125 - max concurrent requests: 50 - max backlog: 1000
2016-11-12 21:34:33,031 INFO org.apache.flink.runtime.checkpoint.savepoint.SavepointStoreFactory - Using job manager savepoint state backend.
2016-11-12 21:34:33,034 INFO org.apache.flink.runtime.metrics.MetricRegistry - No metrics reporter configured, no metrics will be exposed/reported.
2016-11-12 21:34:33,039 INFO org.apache.flink.runtime.jobmanager.MemoryArchivist - Started memory archivist akka://flink/user/archive
2016-11-12 21:34:33,042 INFO org.apache.flink.runtime.jobmanager.JobManager - Starting JobManager at akka.tcp://[email protected]:6123/user/jobmanager.
2016-11-12 21:34:33,044 INFO org.apache.flink.runtime.webmonitor.WebRuntimeMonitor - Starting with JobManager akka.tcp://[email protected]:6123/user/jobmanager on port 8081
2016-11-12 21:34:33,044 INFO org.apache.flink.runtime.webmonitor.JobManagerRetriever - New leader reachable under akka.tcp://[email protected]:6123/user/jobmanager:null.
2016-11-12 21:34:33,051 INFO org.apache.flink.runtime.clusterframework.standalone.StandaloneResourceManager - Trying to associate with JobManager leader akka.tcp://[email protected]:6123/user/jobmanager
2016-11-12 21:34:33,079 INFO org.apache.flink.runtime.jobmanager.JobManager - JobManager akka.tcp://[email protected]:6123/user/jobmanager was granted leadership with leader session ID None.
2016-11-12 21:34:33,085 INFO org.apache.flink.runtime.clusterframework.standalone.StandaloneResourceManager - Resource Manager associating with leading JobManager Actor[akka://flink/user/jobmanager#1759222010] - leader session nullAfter you know the master is running, you can use the cluster proxy to connect to the Flink WebUI:
kubectl proxy --port=8080 &At which point the UI will be available at http://localhost:8080/api/v1/proxy/namespaces/flink/services/jobmanager-webui/.
Use the taskmanager-controller.yaml file to create a
replication controller that manages the Task Manager pods.
$ kubectl create -f taskmanager-controller.yaml
replicationcontroller "taskmanager-controller" createdIf you launched the Flink WebUI, your Task Managers should just appear in the UI when they're ready. (It may take a little bit to pull the images and launch the pods.) You can also interrogate the status in the following way:
$ kubectl get pods
NAME READY STATUS RESTARTS AGE
jobmanager-controller-5u0q5 1/1 Running 0 25m
taskmanager-controller-e8otp 1/1 Running 0 6m
taskmanager-controller-fiivl 1/1 Running 0 6m
$ kubectl logs jobmanager-controller-5u0q5
[...]
2016-11-12 21:36:25,651 INFO org.apache.flink.runtime.instance.InstanceManager - Registered TaskManager at taskmanager-controller-ypz70 (akka.tcp://[email protected]:36580/user/taskmanager) as c23e0d5439461e2a8e50494974763c0c. Current number of registered hosts is 1. Current number of alive task slots is 2.
2016-11-12 21:36:25,653 INFO org.apache.flink.runtime.clusterframework.standalone.StandaloneResourceManager - TaskManager ResourceID{resourceId='4aa8f076fb7fa6f726d9292e56c9da0c'} has started.
2016-11-12 21:36:25,666 INFO org.apache.flink.runtime.clusterframework.standalone.StandaloneResourceManager - TaskManager ResourceID{resourceId='12ad33ad4d6c98a02081935133336500'} has started.
2016-11-12 21:36:25,667 INFO org.apache.flink.runtime.instance.InstanceManager - Registered TaskManager at taskmanager-controller-2chea (akka.tcp://[email protected]:42142/user/taskmanager) as 6ba1e278196cab39238e407e8fee3833. Current number of registered hosts is 2. Current number of alive task slots is 4.
2016-11-12 21:36:25,968 INFO org.apache.flink.runtime.instance.InstanceManager - Registered TaskManager at taskmanager-controller-q8aei (akka.tcp://[email protected]:36143/user/taskmanager) as 889f76511e7f778f18c2d4a9c75e6920. Current number of registered hosts is 3. Current number of alive task slots is 6.Assuming you still have the kubectl proxy running from the previous section,
you should now see the Task Managers in the UI as well.
See above for kubectl proxy examples. It works well on real Kubernetes cluster but minikube might need a different approach.
One option is to use Web UI, upload a JAR and submit a job from there.
FLINK-2821 which is strictly speaking not a Flink bug, seems to be preventing Task Managers from talking to Job Managers because of the recipient IP address mismatch. Therefore we're using a Docker image with a custom Akka 3 build of Flink 1.1.3 instead of the vanilla 1.1.3.