Nak*_*euh 13 apache-spark kubernetes minikube
我正在尝试运行提交带有 k8s 集群的 spark 应用程序的基本示例。
我使用 spark 文件夹中的脚本创建了我的 docker 镜像：
sudo ./bin/docker-image-tool.sh -mt spark-docker build
sudo docker image ls
REPOSITORY TAG IMAGE ID CREATED SIZE
spark-r spark-docker 793527583e00 17 minutes ago 740MB
spark-py spark-docker c984e15fe747 18 minutes ago 446MB
spark spark-docker 71950de529b3 18 minutes ago 355MB
openjdk 8-alpine 88d1c219f815 15 hours ago 105MB
hello-world latest fce289e99eb9 3 months ago 1.84kB
然后尝试提交 SparkPi 示例（如官方文档中所示）。
./bin/spark-submit \
--master k8s://[MY_IP]:8443 \
--deploy-mode cluster \
--name spark-pi --class org.apache.spark.examples.SparkPi \
--driver-memory 1g \
--executor-memory 3g \
--conf spark.executor.instances=2 \
--conf spark.kubernetes.container.image=spark:spark-docker \
local:///opt/spark/examples/jars/spark-examples_2.11-2.4.0.jar
但运行失败，出现以下异常：
io.fabric8.kubernetes.client.KubernetesClientException: Failure executing: GET at: https://kubernetes.default.svc/api/v1/namespaces/default/pods/spark-pi-1554304245069-driver.
Message: Forbidden!Configured service account doesn't have access. Service account may have been revoked. pods "spark-pi-1554304245069-driver" is forbidden: User "system:serviceaccount:default:default" cannot get resource "pods" in API group "" in the namespace "default".
以下是 Kubernetes Dashboard 中 pod 的完整日志：
2019-04-03 15:10:50 INFO ContextHandler:781 - Started o.s.j.s.ServletContextHandler@49096b06{/executors/threadDump,null,AVAILABLE,@Spark}
2019-04-03 15:10:50 INFO ContextHandler:781 - Started o.s.j.s.ServletContextHandler@4a183d02{/executors/threadDump/json,null,AVAILABLE,@Spark}
2019-04-03 15:10:50 INFO ContextHandler:781 - Started o.s.j.s.ServletContextHandler@5d05ef57{/static,null,AVAILABLE,@Spark}
2019-04-03 15:10:50 INFO ContextHandler:781 - Started o.s.j.s.ServletContextHandler@34237b90{/,null,AVAILABLE,@Spark}
2019-04-03 15:10:50 INFO ContextHandler:781 - Started o.s.j.s.ServletContextHandler@1d01dfa5{/api,null,AVAILABLE,@Spark}
2019-04-03 15:10:50 INFO ContextHandler:781 - Started o.s.j.s.ServletContextHandler@31ff1390{/jobs/job/kill,null,AVAILABLE,@Spark}
2019-04-03 15:10:50 INFO ContextHandler:781 - Started o.s.j.s.ServletContextHandler@759d81f3{/stages/stage/kill,null,AVAILABLE,@Spark}
2019-04-03 15:10:50 INFO SparkUI:54 - Bound SparkUI to 0.0.0.0, and started at http://spark-pi-1554304245069-driver-svc.default.svc:4040
2019-04-03 15:10:50 INFO SparkContext:54 - Added JAR file:///opt/spark/examples/jars/spark-examples_2.11-2.4.0.jar at spark://spark-pi-1554304245069-driver-svc.default.svc:7078/jars/spark-examples_2.11-2.4.0.jar with timestamp 1554304250157
2019-04-03 15:10:51 ERROR SparkContext:91 - Error initializing SparkContext.
org.apache.spark.SparkException: External scheduler cannot be instantiated
at org.apache.spark.SparkContext$.org$apache$spark$SparkContext$$createTaskScheduler(SparkContext.scala:2794)
at org.apache.spark.SparkContext.<init>(SparkContext.scala:493)
at org.apache.spark.SparkContext$.getOrCreate(SparkContext.scala:2520)
at org.apache.spark.sql.SparkSession$Builder$$anonfun$7.apply(SparkSession.scala:935)
at org.apache.spark.sql.SparkSession$Builder$$anonfun$7.apply(SparkSession.scala:926)
at scala.Option.getOrElse(Option.scala:121)
at org.apache.spark.sql.SparkSession$Builder.getOrCreate(SparkSession.scala:926)
at org.apache.spark.examples.SparkPi$.main(SparkPi.scala:31)
at org.apache.spark.examples.SparkPi.main(SparkPi.scala)
at sun.reflect.NativeMethodAccessorImpl.invoke0(Native Method)
at sun.reflect.NativeMethodAccessorImpl.invoke(NativeMethodAccessorImpl.java:62)
at sun.reflect.DelegatingMethodAccessorImpl.invoke(DelegatingMethodAccessorImpl.java:43)
at java.lang.reflect.Method.invoke(Method.java:498)
at org.apache.spark.deploy.JavaMainApplication.start(SparkApplication.scala:52)
at org.apache.spark.deploy.SparkSubmit.org$apache$spark$deploy$SparkSubmit$$runMain(SparkSubmit.scala:849)
at org.apache.spark.deploy.SparkSubmit.doRunMain$1(SparkSubmit.scala:167)
at org.apache.spark.deploy.SparkSubmit.submit(SparkSubmit.scala:195)
at org.apache.spark.deploy.SparkSubmit.doSubmit(SparkSubmit.scala:86)
at org.apache.spark.deploy.SparkSubmit$$anon$2.doSubmit(SparkSubmit.scala:924)
at org.apache.spark.deploy.SparkSubmit$.main(SparkSubmit.scala:933)
at org.apache.spark.deploy.SparkSubmit.main(SparkSubmit.scala)
Caused by: io.fabric8.kubernetes.client.KubernetesClientException: Failure executing: GET at: https://kubernetes.default.svc/api/v1/namespaces/default/pods/spark-pi-1554304245069-driver. Message: Forbidden!Configured service account doesn't have access. Service account may have been revoked. pods "spark-pi-1554304245069-driver" is forbidden: User "system:serviceaccount:default:default" cannot get resource "pods" in API group "" in the namespace "default".
at io.fabric8.kubernetes.client.dsl.base.OperationSupport.requestFailure(OperationSupport.java:470)
at io.fabric8.kubernetes.client.dsl.base.OperationSupport.assertResponseCode(OperationSupport.java:407)
at io.fabric8.kubernetes.client.dsl.base.OperationSupport.handleResponse(OperationSupport.java:379)
at io.fabric8.kubernetes.client.dsl.base.OperationSupport.handleResponse(OperationSupport.java:343)
at io.fabric8.kubernetes.client.dsl.base.OperationSupport.handleGet(OperationSupport.java:312)
注意事项：
Sim*_*oni 22
你好我有同样的问题。然后我发现了这个 Github 问题 https://github.com/GoogleCloudPlatform/continuous-deployment-on-kubernetes/issues/113
这就是我指出的问题。我按照此处针对 RBAC 集群的 Spark 指南解决了该问题 https://github.com/GoogleCloudPlatform/continuous-deployment-on-kubernetes/issues/113
创建服务帐户
kubectl create serviceaccount spark
为服务帐号授予集群上的编辑角色
kubectl create clusterrolebinding spark-role --clusterrole=edit --serviceaccount=default:spark --namespace=default
使用以下标志运行 spark submit，以便使用 (just created(service account)
--conf spark.kubernetes.authenticate.driver.serviceAccountName=spark
希望能帮助到你！
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