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Yarn not connect to resource manager

avatar
author-rank federicoferruti
Explorer

Created ‎07-25-2022 07:44 AM

I'm trying to run a Yarn cluster by this command:

spark-submit --deploy-mode cluster --master yarn main.py

 

and i return this message:

INFO Client: Retrying connect to server: 0.0.0.0/0.0.0.0:8032. Already tried 0 time(s); retry policy is RetryUpToMaximumCountWithFixedSleep(maxRetries=10, sleepTime=1000 MILLISECONDS)

 

Server address is not correct but in yarn-site.xml there is the correct FQDN.

 

How can i solve this?

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4 REPLIES 4

avatar
author-rank rki_ author-rank
Super Collaborator

Created ‎07-25-2022 10:50 AM

Hi @federicoferruti 

 

Have you added yarn gateway on the system from where the command is ran so that it gets the basic configuration to connect to RM. If HA is enabled, do check of you have set yarn.resourcemanager.webapp.address.<rm‐id>.

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avatar
author-rank federicoferruti
Explorer

Created ‎07-25-2022 11:01 AM

This image could be more easier to read.

screenshot.png

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avatar
author-rank federicoferruti
Explorer

Created ‎07-25-2022 10:57 AM

Hi @rki_ ,

 

yes I have the gateway on a worker.

I tried to run command on gateway instance but I get this log with fails.

 

Using Spark's default log4j profile: org/apache/spark/log4j-defaults.properties
22/07/25 19:53:30 INFO SparkContext: Running Spark version 3.2.2
22/07/25 19:53:30 WARN NativeCodeLoader: Unable to load native-hadoop library for your platform... using builtin-java classes where applicable
22/07/25 19:53:30 INFO ResourceUtils: ==============================================================
22/07/25 19:53:30 INFO ResourceUtils: No custom resources configured for spark.driver.
22/07/25 19:53:30 INFO ResourceUtils: ==============================================================
22/07/25 19:53:30 INFO SparkContext: Submitted application: main.py
22/07/25 19:53:30 INFO ResourceProfile: Default ResourceProfile created, executor resources: Map(cores -> name: cores, amount: 1, script: , vendor: , memory -> name: memory, amount: 1024, script: , vendor: , offHeap -> name: offHeap, amount: 0, script: , vendor: ), task resources: Map(cpus -> name: cpus, amount: 1.0)
22/07/25 19:53:30 INFO ResourceProfile: Limiting resource is cpus at 1 tasks per executor
22/07/25 19:53:30 INFO ResourceProfileManager: Added ResourceProfile id: 0
22/07/25 19:53:30 INFO SecurityManager: Changing view acls to: centos
22/07/25 19:53:30 INFO SecurityManager: Changing modify acls to: centos
22/07/25 19:53:30 INFO SecurityManager: Changing view acls groups to:
22/07/25 19:53:30 INFO SecurityManager: Changing modify acls groups to:
22/07/25 19:53:30 INFO SecurityManager: SecurityManager: authentication disabled; ui acls disabled; users  with view permissions: Set(centos); groups with view permissions: Set(); users  with modify permissions: Set(centos); groups with modify permissions: Set()
22/07/25 19:53:30 INFO Utils: Successfully started service 'sparkDriver' on port 45247.
22/07/25 19:53:30 INFO SparkEnv: Registering MapOutputTracker
22/07/25 19:53:30 INFO SparkEnv: Registering BlockManagerMaster
22/07/25 19:53:30 INFO BlockManagerMasterEndpoint: Using org.apache.spark.storage.DefaultTopologyMapper for getting topology information
22/07/25 19:53:30 INFO BlockManagerMasterEndpoint: BlockManagerMasterEndpoint up
22/07/25 19:53:30 INFO SparkEnv: Registering BlockManagerMasterHeartbeat
22/07/25 19:53:30 INFO DiskBlockManager: Created local directory at /tmp/blockmgr-9b0423bb-8967-4de8-9a20-2fa0c35025ed
22/07/25 19:53:30 INFO MemoryStore: MemoryStore started with capacity 408.9 MiB
22/07/25 19:53:30 INFO SparkEnv: Registering OutputCommitCoordinator
22/07/25 19:53:30 INFO Utils: Successfully started service 'SparkUI' on port 4040.
22/07/25 19:53:30 INFO SparkUI: Bound SparkUI to 0.0.0.0, and started at http://ip-10-0-1-113.eu-central-1.compute.internal:4040
22/07/25 19:53:31 INFO DefaultNoHARMFailoverProxyProvider: Connecting to ResourceManager at /0.0.0.0:8032
22/07/25 19:53:31 INFO Client: Requesting a new application from cluster with 3 NodeManagers
22/07/25 19:53:31 INFO Configuration: resource-types.xml not found
22/07/25 19:53:31 INFO ResourceUtils: Unable to find 'resource-types.xml'.
22/07/25 19:53:31 INFO Client: Verifying our application has not requested more than the maximum memory capability of the cluster (60399 MB per container)
22/07/25 19:53:31 INFO Client: Will allocate AM container, with 896 MB memory including 384 MB overhead
22/07/25 19:53:31 INFO Client: Setting up container launch context for our AM
22/07/25 19:53:31 INFO Client: Setting up the launch environment for our AM container
22/07/25 19:53:31 INFO Client: Preparing resources for our AM container
22/07/25 19:53:31 WARN Client: Neither spark.yarn.jars nor spark.yarn.archive is set, falling back to uploading libraries under SPARK_HOME.
22/07/25 19:53:32 INFO Client: Uploading resource file:/tmp/spark-c0176ed8-8bb8-450e-8010-40b386a4b0c6/__spark_libs__5907380933161926429.zip -> file:/home/centos/.sparkStaging/application_1658770532855_0002/__spark_libs__5907380933161926429.zip
22/07/25 19:53:32 INFO Client: Uploading resource file:/usr/local/lib/python3.6/site-packages/pyspark/python/lib/pyspark.zip -> file:/home/centos/.sparkStaging/application_1658770532855_0002/pyspark.zip
22/07/25 19:53:32 INFO Client: Uploading resource file:/usr/local/lib/python3.6/site-packages/pyspark/python/lib/py4j-0.10.9.5-src.zip -> file:/home/centos/.sparkStaging/application_1658770532855_0002/py4j-0.10.9.5-src.zip
22/07/25 19:53:32 INFO Client: Uploading resource file:/tmp/spark-c0176ed8-8bb8-450e-8010-40b386a4b0c6/__spark_conf__6393843623349520327.zip -> file:/home/centos/.sparkStaging/application_1658770532855_0002/__spark_conf__.zip
22/07/25 19:53:32 INFO SecurityManager: Changing view acls to: centos
22/07/25 19:53:32 INFO SecurityManager: Changing modify acls to: centos
22/07/25 19:53:32 INFO SecurityManager: Changing view acls groups to:
22/07/25 19:53:32 INFO SecurityManager: Changing modify acls groups to:
22/07/25 19:53:32 INFO SecurityManager: SecurityManager: authentication disabled; ui acls disabled; users  with view permissions: Set(centos); groups with view permissions: Set(); users  with modify permissions: Set(centos); groups with modify permissions: Set()
22/07/25 19:53:32 INFO Client: Submitting application application_1658770532855_0002 to ResourceManager
22/07/25 19:53:32 INFO YarnClientImpl: Submitted application application_1658770532855_0002
22/07/25 19:53:33 INFO Client: Application report for application_1658770532855_0002 (state: FAILED)
22/07/25 19:53:33 INFO Client:
         client token: N/A
         diagnostics: Application application_1658770532855_0002 failed 2 times due to AM Container for appattempt_1658770532855_0002_000002 exited with  exitCode: -1000
Failing this attempt.Diagnostics: [2022-07-25 19:53:32.848]File file:/home/centos/.sparkStaging/application_1658770532855_0002/pyspark.zip does not exist
java.io.FileNotFoundException: File file:/home/centos/.sparkStaging/application_1658770532855_0002/pyspark.zip does not exist
        at org.apache.hadoop.fs.RawLocalFileSystem.deprecatedGetFileStatus(RawLocalFileSystem.java:733)
        at org.apache.hadoop.fs.RawLocalFileSystem.getFileLinkStatusInternal(RawLocalFileSystem.java:1022)
        at org.apache.hadoop.fs.RawLocalFileSystem.getFileStatus(RawLocalFileSystem.java:723)
        at org.apache.hadoop.fs.FilterFileSystem.getFileStatus(FilterFileSystem.java:456)
        at org.apache.hadoop.yarn.util.FSDownload.verifyAndCopy(FSDownload.java:269)
        at org.apache.hadoop.yarn.util.FSDownload.access$000(FSDownload.java:67)
        at org.apache.hadoop.yarn.util.FSDownload$2.run(FSDownload.java:414)
        at org.apache.hadoop.yarn.util.FSDownload$2.run(FSDownload.java:411)
        at java.security.AccessController.doPrivileged(Native Method)
        at javax.security.auth.Subject.doAs(Subject.java:422)
        at org.apache.hadoop.security.UserGroupInformation.doAs(UserGroupInformation.java:1898)
        at org.apache.hadoop.yarn.util.FSDownload.call(FSDownload.java:411)
        at org.apache.hadoop.yarn.server.nodemanager.containermanager.localizer.ContainerLocalizer$FSDownloadWrapper.doDownloadCall(ContainerLocalizer.java:248)
        at org.apache.hadoop.yarn.server.nodemanager.containermanager.localizer.ContainerLocalizer$FSDownloadWrapper.call(ContainerLocalizer.java:241)
        at org.apache.hadoop.yarn.server.nodemanager.containermanager.localizer.ContainerLocalizer$FSDownloadWrapper.call(ContainerLocalizer.java:229)
        at java.util.concurrent.FutureTask.run(FutureTask.java:266)
        at java.util.concurrent.Executors$RunnableAdapter.call(Executors.java:511)
        at java.util.concurrent.FutureTask.run(FutureTask.java:266)
        at java.util.concurrent.ThreadPoolExecutor.runWorker(ThreadPoolExecutor.java:1149)
        at java.util.concurrent.ThreadPoolExecutor$Worker.run(ThreadPoolExecutor.java:624)
        at java.lang.Thread.run(Thread.java:748)

For more detailed output, check the application tracking page: http://ip-10-0-1-113.eu-central-1.compute.internal:8088/cluster/app/application_1658770532855_0002 Then click on links to logs of each attempt.
. Failing the application.
         ApplicationMaster host: N/A
         ApplicationMaster RPC port: -1
         queue: default
         start time: 1658771612544
         final status: FAILED
         tracking URL: http://ip-10-0-1-113.eu-central-1.compute.internal:8088/cluster/app/application_1658770532855_0002
         user: centos
22/07/25 19:53:33 INFO Client: Deleted staging directory file:/home/centos/.sparkStaging/application_1658770532855_0002
22/07/25 19:53:33 ERROR YarnClientSchedulerBackend: The YARN application has already ended! It might have been killed or the Application Master may have failed to start. Check the YARN application logs for more details.
22/07/25 19:53:33 ERROR SparkContext: Error initializing SparkContext.
org.apache.spark.SparkException: Application application_1658770532855_0002 failed 2 times due to AM Container for appattempt_1658770532855_0002_000002 exited with  exitCode: -1000
Failing this attempt.Diagnostics: [2022-07-25 19:53:32.848]File file:/home/centos/.sparkStaging/application_1658770532855_0002/pyspark.zip does not exist
java.io.FileNotFoundException: File file:/home/centos/.sparkStaging/application_1658770532855_0002/pyspark.zip does not exist
        at org.apache.hadoop.fs.RawLocalFileSystem.deprecatedGetFileStatus(RawLocalFileSystem.java:733)
        at org.apache.hadoop.fs.RawLocalFileSystem.getFileLinkStatusInternal(RawLocalFileSystem.java:1022)
        at org.apache.hadoop.fs.RawLocalFileSystem.getFileStatus(RawLocalFileSystem.java:723)
        at org.apache.hadoop.fs.FilterFileSystem.getFileStatus(FilterFileSystem.java:456)
        at org.apache.hadoop.yarn.util.FSDownload.verifyAndCopy(FSDownload.java:269)
        at org.apache.hadoop.yarn.util.FSDownload.access$000(FSDownload.java:67)
        at org.apache.hadoop.yarn.util.FSDownload$2.run(FSDownload.java:414)
        at org.apache.hadoop.yarn.util.FSDownload$2.run(FSDownload.java:411)
        at java.security.AccessController.doPrivileged(Native Method)
        at javax.security.auth.Subject.doAs(Subject.java:422)
        at org.apache.hadoop.security.UserGroupInformation.doAs(UserGroupInformation.java:1898)
        at org.apache.hadoop.yarn.util.FSDownload.call(FSDownload.java:411)
        at org.apache.hadoop.yarn.server.nodemanager.containermanager.localizer.ContainerLocalizer$FSDownloadWrapper.doDownloadCall(ContainerLocalizer.java:248)
        at org.apache.hadoop.yarn.server.nodemanager.containermanager.localizer.ContainerLocalizer$FSDownloadWrapper.call(ContainerLocalizer.java:241)
        at org.apache.hadoop.yarn.server.nodemanager.containermanager.localizer.ContainerLocalizer$FSDownloadWrapper.call(ContainerLocalizer.java:229)
        at java.util.concurrent.FutureTask.run(FutureTask.java:266)
        at java.util.concurrent.Executors$RunnableAdapter.call(Executors.java:511)
        at java.util.concurrent.FutureTask.run(FutureTask.java:266)
        at java.util.concurrent.ThreadPoolExecutor.runWorker(ThreadPoolExecutor.java:1149)
        at java.util.concurrent.ThreadPoolExecutor$Worker.run(ThreadPoolExecutor.java:624)
        at java.lang.Thread.run(Thread.java:748)

For more detailed output, check the application tracking page: http://ip-10-0-1-113.eu-central-1.compute.internal:8088/cluster/app/application_1658770532855_0002 Then click on links to logs of each attempt.
. Failing the application.
        at org.apache.spark.scheduler.cluster.YarnClientSchedulerBackend.waitForApplication(YarnClientSchedulerBackend.scala:97)
        at org.apache.spark.scheduler.cluster.YarnClientSchedulerBackend.start(YarnClientSchedulerBackend.scala:64)
        at org.apache.spark.scheduler.TaskSchedulerImpl.start(TaskSchedulerImpl.scala:220)
        at org.apache.spark.SparkContext.<init>(SparkContext.scala:581)
        at org.apache.spark.api.java.JavaSparkContext.<init>(JavaSparkContext.scala:58)
        at sun.reflect.NativeConstructorAccessorImpl.newInstance0(Native Method)
        at sun.reflect.NativeConstructorAccessorImpl.newInstance(NativeConstructorAccessorImpl.java:62)
        at sun.reflect.DelegatingConstructorAccessorImpl.newInstance(DelegatingConstructorAccessorImpl.java:45)
        at java.lang.reflect.Constructor.newInstance(Constructor.java:423)
        at py4j.reflection.MethodInvoker.invoke(MethodInvoker.java:247)
        at py4j.reflection.ReflectionEngine.invoke(ReflectionEngine.java:357)
        at py4j.Gateway.invoke(Gateway.java:238)
        at py4j.commands.ConstructorCommand.invokeConstructor(ConstructorCommand.java:80)
        at py4j.commands.ConstructorCommand.execute(ConstructorCommand.java:69)
        at py4j.ClientServerConnection.waitForCommands(ClientServerConnection.java:182)
        at py4j.ClientServerConnection.run(ClientServerConnection.java:106)
        at java.lang.Thread.run(Thread.java:748)
22/07/25 19:53:33 INFO SparkUI: Stopped Spark web UI at http://ip-10-0-1-113.eu-central-1.compute.internal:4040
22/07/25 19:53:33 WARN YarnSchedulerBackend$YarnSchedulerEndpoint: Attempted to request executors before the AM has registered!
22/07/25 19:53:33 INFO YarnClientSchedulerBackend: Shutting down all executors
22/07/25 19:53:33 INFO YarnSchedulerBackend$YarnDriverEndpoint: Asking each executor to shut down
22/07/25 19:53:33 INFO YarnClientSchedulerBackend: YARN client scheduler backend Stopped
22/07/25 19:53:33 INFO MapOutputTrackerMasterEndpoint: MapOutputTrackerMasterEndpoint stopped!
22/07/25 19:53:33 INFO MemoryStore: MemoryStore cleared
22/07/25 19:53:33 INFO BlockManager: BlockManager stopped
22/07/25 19:53:33 INFO BlockManagerMaster: BlockManagerMaster stopped
22/07/25 19:53:33 WARN MetricsSystem: Stopping a MetricsSystem that is not running
22/07/25 19:53:33 INFO OutputCommitCoordinator$OutputCommitCoordinatorEndpoint: OutputCommitCoordinator stopped!
22/07/25 19:53:33 INFO SparkContext: Successfully stopped SparkContext
Traceback (most recent call last):
  File "/home/centos/spark/main.py", line 12, in <module>
    spark = SparkSession.builder.getOrCreate()
  File "/usr/local/lib/python3.6/site-packages/pyspark/python/lib/pyspark.zip/pyspark/sql/session.py", line 228, in getOrCreate
  File "/usr/local/lib/python3.6/site-packages/pyspark/python/lib/pyspark.zip/pyspark/context.py", line 392, in getOrCreate
  File "/usr/local/lib/python3.6/site-packages/pyspark/python/lib/pyspark.zip/pyspark/context.py", line 147, in __init__
  File "/usr/local/lib/python3.6/site-packages/pyspark/python/lib/pyspark.zip/pyspark/context.py", line 209, in _do_init
  File "/usr/local/lib/python3.6/site-packages/pyspark/python/lib/pyspark.zip/pyspark/context.py", line 329, in _initialize_context
  File "/usr/local/lib/python3.6/site-packages/pyspark/python/lib/py4j-0.10.9.5-src.zip/py4j/java_gateway.py", line 1586, in __call__
  File "/usr/local/lib/python3.6/site-packages/pyspark/python/lib/py4j-0.10.9.5-src.zip/py4j/protocol.py", line 328, in get_return_value
py4j.protocol.Py4JJavaError: An error occurred while calling None.org.apache.spark.api.java.JavaSparkContext.
: org.apache.spark.SparkException: Application application_1658770532855_0002 failed 2 times due to AM Container for appattempt_1658770532855_0002_000002 exited with  exitCode: -1000
Failing this attempt.Diagnostics: [2022-07-25 19:53:32.848]File file:/home/centos/.sparkStaging/application_1658770532855_0002/pyspark.zip does not exist
java.io.FileNotFoundException: File file:/home/centos/.sparkStaging/application_1658770532855_0002/pyspark.zip does not exist
        at org.apache.hadoop.fs.RawLocalFileSystem.deprecatedGetFileStatus(RawLocalFileSystem.java:733)
        at org.apache.hadoop.fs.RawLocalFileSystem.getFileLinkStatusInternal(RawLocalFileSystem.java:1022)
        at org.apache.hadoop.fs.RawLocalFileSystem.getFileStatus(RawLocalFileSystem.java:723)
        at org.apache.hadoop.fs.FilterFileSystem.getFileStatus(FilterFileSystem.java:456)
        at org.apache.hadoop.yarn.util.FSDownload.verifyAndCopy(FSDownload.java:269)
        at org.apache.hadoop.yarn.util.FSDownload.access$000(FSDownload.java:67)
        at org.apache.hadoop.yarn.util.FSDownload$2.run(FSDownload.java:414)
        at org.apache.hadoop.yarn.util.FSDownload$2.run(FSDownload.java:411)
        at java.security.AccessController.doPrivileged(Native Method)
        at javax.security.auth.Subject.doAs(Subject.java:422)
        at org.apache.hadoop.security.UserGroupInformation.doAs(UserGroupInformation.java:1898)
        at org.apache.hadoop.yarn.util.FSDownload.call(FSDownload.java:411)
        at org.apache.hadoop.yarn.server.nodemanager.containermanager.localizer.ContainerLocalizer$FSDownloadWrapper.doDownloadCall(ContainerLocalizer.java:248)
        at org.apache.hadoop.yarn.server.nodemanager.containermanager.localizer.ContainerLocalizer$FSDownloadWrapper.call(ContainerLocalizer.java:241)
        at org.apache.hadoop.yarn.server.nodemanager.containermanager.localizer.ContainerLocalizer$FSDownloadWrapper.call(ContainerLocalizer.java:229)
        at java.util.concurrent.FutureTask.run(FutureTask.java:266)
        at java.util.concurrent.Executors$RunnableAdapter.call(Executors.java:511)
        at java.util.concurrent.FutureTask.run(FutureTask.java:266)
        at java.util.concurrent.ThreadPoolExecutor.runWorker(ThreadPoolExecutor.java:1149)
        at java.util.concurrent.ThreadPoolExecutor$Worker.run(ThreadPoolExecutor.java:624)
        at java.lang.Thread.run(Thread.java:748)

For more detailed output, check the application tracking page: http://ip-10-0-1-113.eu-central-1.compute.internal:8088/cluster/app/application_1658770532855_0002 Then click on links to logs of each attempt.
. Failing the application.
        at org.apache.spark.scheduler.cluster.YarnClientSchedulerBackend.waitForApplication(YarnClientSchedulerBackend.scala:97)
        at org.apache.spark.scheduler.cluster.YarnClientSchedulerBackend.start(YarnClientSchedulerBackend.scala:64)
        at org.apache.spark.scheduler.TaskSchedulerImpl.start(TaskSchedulerImpl.scala:220)
        at org.apache.spark.SparkContext.<init>(SparkContext.scala:581)
        at org.apache.spark.api.java.JavaSparkContext.<init>(JavaSparkContext.scala:58)
        at sun.reflect.NativeConstructorAccessorImpl.newInstance0(Native Method)
        at sun.reflect.NativeConstructorAccessorImpl.newInstance(NativeConstructorAccessorImpl.java:62)
        at sun.reflect.DelegatingConstructorAccessorImpl.newInstance(DelegatingConstructorAccessorImpl.java:45)
        at java.lang.reflect.Constructor.newInstance(Constructor.java:423)
        at py4j.reflection.MethodInvoker.invoke(MethodInvoker.java:247)
        at py4j.reflection.ReflectionEngine.invoke(ReflectionEngine.java:357)
        at py4j.Gateway.invoke(Gateway.java:238)
        at py4j.commands.ConstructorCommand.invokeConstructor(ConstructorCommand.java:80)
        at py4j.commands.ConstructorCommand.execute(ConstructorCommand.java:69)
        at py4j.ClientServerConnection.waitForCommands(ClientServerConnection.java:182)
        at py4j.ClientServerConnection.run(ClientServerConnection.java:106)
        at java.lang.Thread.run(Thread.java:748)

22/07/25 19:53:33 INFO ShutdownHookManager: Shutdown hook called
22/07/25 19:53:33 INFO ShutdownHookManager: Deleting directory /tmp/spark-c0176ed8-8bb8-450e-8010-40b386a4b0c6
22/07/25 19:53:33 INFO ShutdownHookManager: Deleting directory /tmp/spark-17e0ad88-9fa7-421d-913a-ffb898fe2367

 

I really don't understand what could be the problem

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avatar
author-rank rki_ author-rank
Super Collaborator

Created ‎07-26-2022 02:40 AM

Hi,

 

Are you able to submit the job using YARN client mode (--deploy-mode client)?

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