Uploaded image for project: 'Spark'
  1. Spark
  2. SPARK-28895

Spark client process is unable to upload jars to hdfs while using ConfigMap not HADOOP_CONF_DIR

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Details

    • Bug
    • Status: In Progress
    • Major
    • Resolution: Unresolved
    • 3.0.0
    • None
    • Kubernetes, Spark Core
    • None

    Description

      The BasicDriverFeatureStep for Spark on Kubernetes will upload the files/jars specified by --files/–jars to a hadoop compatible file system configured by spark.kubernetes.file.upload.path. While using HADOOP_CONF_DIR, the spark-submit process can recognize the file system, but when using spark.kubernetes.hadoop.configMapName which only will be mount on the Pods not applied back to our client process. 

       

      Heading 1 Heading 2
      HADOOP_CONF_DIR=/path/to/etc/hadoop OK
      spark.kubernetes.hadoop.configMapName=hz10-hadoop-dir  FAILED

       

       Kent@KentsMacBookPro  ~/Documents/spark-on-k8s/spark-3.0.0-SNAPSHOT-bin-2.7.3  bin/spark-submit --conf spark.kubernetes.file.upload.path=hdfs://hz-cluster10/user/kyuubi/udf --jars /Users/Kent/Documents/spark-on-k8s/spark-3.0.0-SNAPSHOT-bin-2.7.3/hadoop-lzo-0.4.20-SNAPSHOT.jar --conf spark.kerberos.keytab=/Users/Kent/Downloads/kyuubi.keytab --conf spark.kerberos.principal=kyuubi/dev@HADOOP.HZ.NETEASE.COM --conf  spark.kubernetes.kerberos.krb5.path=/etc/krb5.conf  --name hehe --deploy-mode cluster --class org.apache.spark.examples.HdfsTest   local:///opt/spark/examples/jars/spark-examples_2.12-3.0.0-SNAPSHOT.jar hdfs://hz-cluster10/user/kyuubi/hive_db/kyuubi.db/hive_tbl
      Listening for transport dt_socket at address: 50014
      # spark.master=k8s://https://10.120.238.100:7443
      19/08/27 17:21:06 WARN NativeCodeLoader: Unable to load native-hadoop library for your platform... using builtin-java classes where applicable
      Using Spark's default log4j profile: org/apache/spark/log4j-defaults.properties
      19/08/27 17:21:07 INFO SparkKubernetesClientFactory: Auto-configuring K8S client using current context from users K8S config file
      Listening for transport dt_socket at address: 50014
      Exception in thread "main" org.apache.spark.SparkException: Uploading file /Users/Kent/Documents/spark-on-k8s/spark-3.0.0-SNAPSHOT-bin-2.7.3/hadoop-lzo-0.4.20-SNAPSHOT.jar failed...
      	at org.apache.spark.deploy.k8s.KubernetesUtils$.uploadFileUri(KubernetesUtils.scala:287)
      	at org.apache.spark.deploy.k8s.KubernetesUtils$.$anonfun$uploadAndTransformFileUris$1(KubernetesUtils.scala:246)
      	at scala.collection.TraversableLike.$anonfun$map$1(TraversableLike.scala:237)
      	at scala.collection.mutable.ResizableArray.foreach(ResizableArray.scala:62)
      	at scala.collection.mutable.ResizableArray.foreach$(ResizableArray.scala:55)
      	at scala.collection.mutable.ArrayBuffer.foreach(ArrayBuffer.scala:49)
      	at scala.collection.TraversableLike.map(TraversableLike.scala:237)
      	at scala.collection.TraversableLike.map$(TraversableLike.scala:230)
      	at scala.collection.AbstractTraversable.map(Traversable.scala:108)
      	at org.apache.spark.deploy.k8s.KubernetesUtils$.uploadAndTransformFileUris(KubernetesUtils.scala:245)
      	at org.apache.spark.deploy.k8s.features.BasicDriverFeatureStep.$anonfun$getAdditionalPodSystemProperties$1(BasicDriverFeatur# spark.master=k8s://https://10.120.238.100:7443
      eStep.scala:165)
      	at scala.collection.immutable.List.foreach(List.scala:392)
      	at org.apache.spark.deploy.k8s.features.BasicDriverFeatureStep.getAdditionalPodSystemProperties(BasicDriverFeatureStep.scala:163)
      	at org.apache.spark.deploy.k8s.submit.KubernetesDriverBuilder.$anonfun$buildFromFeatures$3(KubernetesDriverBuilder.scala:60)
      	at scala.collection.LinearSeqOptimized.foldLeft(LinearSeqOptimized.scala:126)
      	at scala.collection.LinearSeqOptimized.foldLeft$(LinearSeqOptimized.scala:122)
      	at scala.collection.immutable.List.foldLeft(List.scala:89)
      	at org.apache.spark.deploy.k8s.submit.KubernetesDriverBuilder.buildFromFeatures(KubernetesDriverBuilder.scala:58)
      	at org.apache.spark.deploy.k8s.submit.Client.run(KubernetesClientApplication.scala:101)
      	at org.apache.spark.deploy.k8s.submit.KubernetesClientApplication.$anonfun$run$10(KubernetesClientApplication.scala:236)
      	at org.apache.spark.deploy.k8s.submit.KubernetesClientApplication.$anonfun$run$10$adapted(KubernetesClientApplication.scala:229)
      	at org.apache.spark.util.Utils$.tryWithResource(Utils.scala:2567)
      	at org.apache.spark.deploy.k8s.submit.KubernetesClientApplication.run(KubernetesClientApplication.scala:229)
      	at org.apache.spark.deploy.k8s.submit.KubernetesClientApplication.start(KubernetesClientApplication.scala:198)
      	at org.apache.spark.deploy.SparkSubmit.org$apache$spark$deploy$SparkSubmit$$runMain(SparkSubmit.scala:920)
      	at org.apache.spark.deploy.SparkSubmit.doRunMain$1(SparkSubmit.scala:179)
      	at org.apache.spark.deploy.SparkSubmit.submit(SparkSubmit.scala:202)
      	at org.apache.spark.deploy.SparkSubmit.doSubmit(SparkSubmit.scala:89)
      	at org.apache.spark.deploy.SparkSubmit$$anon$2.doSubmit(SparkSubmit.scala:999)
      	at org.apache.spark.deploy.SparkSubmit$.main(SparkSubmit.scala:1008)
      	at org.apache.spark.deploy.SparkSubmit.main(SparkSubmit.scala)
      Caused by: java.lang.IllegalArgumentException: java.net.UnknownHostException: hz-cluster10
      	at org.apache.hadoop.security.SecurityUtil.buildTokenService(SecurityUtil.java:378)
      	at org.apache.hadoop.hdfs.NameNodeProxies.createNonHAProxy(NameNodeProxies.java:310)
      	at org.apache.hadoop.hdfs.NameNodeProxies.createProxy(NameNodeProxies.java:176)
      	at org.apache.hadoop.hdfs.DFSClient.<init>(DFSClient.java:678)
      	at org.apache.hadoop.hdfs.DFSClient.<init>(DFSClient.java:619)
      	at org.apache.hadoop.hdfs.DistributedFileSystem.initialize(DistributedFileSystem.java:149)
      	at org.apache.hadoop.fs.FileSystem.createFileSystem(FileSystem.java:2669)
      	at org.apache.hadoop.fs.FileSystem.access$200(FileSystem.java:94)
      	at org.apache.hadoop.fs.FileSystem$Cache.getInternal(FileSystem.java:2703)
      	at org.apache.hadoop.fs.FileSystem$Cache.get(FileSystem.java:2685)
      	at org.apache.hadoop.fs.FileSystem.get(FileSystem.java:373)
      	at org.apache.spark.util.Utils$.getHadoopFileSystem(Utils.scala:1881)
      	at org.apache.spark.deploy.k8s.KubernetesUtils$.uploadFileUri(KubernetesUtils.scala:278)
      	... 30 more
      Caused by: java.net.UnknownHostException: hz-cluster10
      	... 43 more
      

      Other related spark configurations

      spark.master=k8s://https://10.120.238.100:7443
      # spark.master=k8s://https://10.120.238.253:7443
      spark.kubernetes.container.image=harbor-inner.sparkonk8s.netease.com/tenant1-project1/spark:v3.0.0-20190813
      # spark.kubernetes.driver.container.image=harbor-inner.sparkonk8s.netease.com/tenant1-project1/spark:v3.0.0-20190813
      # spark.kubernetes.executor.container.image=harbor-inner.sparkonk8s.netease.com/tenant1-project1/spark:v3.0.0-20190813
      spark.executor.instanses=5
      spark.kubernetes.namespace=ns1
      spark.kubernetes.container.image.pullSecrets=mysecret
      spark.kubernetes.hadoop.configMapName=hz10-hadoop-dir
      spark.kubernetes.kerberos.krb5.path=/etc/krb5.conf
      spark.kerberos.principal=kyuubi/dev@HADOOP.HZ.NETEASE.COM
      spark.kerberos.keytab=/Users/Kent/Downloads/kyuubi.keytab
      

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              Unassigned Unassigned
              Qin Yao Kent Yao 2
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                Created:
                Updated: