Our Community is getting an upgrade! To get everything ready for the relaunch, we’ll be placing the site in read-only mode starting September 21st.
We really appreciate your understanding while we get things set up behind the scenes. Catch up on all the exciting details about the move here.
Need help or have questions? Drop us a line at [email protected]

Cloudera Community

Archives of Support Questions (Read Only)

This is an archived board for historical reference. Information and links may no longer be available or relevant
cancel
Turn on suggestions
Auto-suggest helps you quickly narrow down your search results by suggesting possible matches as you type.
Showing results for 
Show  only  | Search instead for 
Did you mean: 
Advanced Search
Announcements
This board is archived and read-only for historical reference. To ask a new question, please post a new topic on the appropriate active board.
Solved Go to solution

What dependencies to submit Spark jobs programmatically (not via spark-submit)?

Labels:
avatar
author-rank bretthoerner
Explorer

Created on ‎02-16-2015 06:59 AM - edited ‎09-16-2022 02:21 AM 

 SparkConf conf = new SparkConf();
 conf.setAppName("Test");
 conf.setMaster("yarn-cluster"); // or with "yarn-client"
 JavaSparkContext context = new JavaSparkContext(conf);

I am trying to run the above code against CDH 5.2 and CDH 5.3. I receive the errors below (note I am trying both "yarn-client" and "yarn-cluster"). I noticed in the Cloudera maven repo there doesn't seem to be a stable (non SNAPSHOT) spark-yarn [1] or yarn-parent [2] for CDH 5.2 and 5.3. Is this supported? Any tips?

 

[1] https://repository.cloudera.com/artifactory/cloudera-repos/org/apache/spark/spark-yarn_2.10/

[2] https://repository.cloudera.com/artifactory/cloudera-repos/org/apache/spark/yarn-parent_2.10/

 

// with yarn-client

java.lang.NoClassDefFoundError: org/apache/hadoop/yarn/conf/YarnConfiguration
	at java.lang.Class.forName0(Native Method)
	at java.lang.Class.forName(Class.java:171)
	at org.apache.spark.deploy.SparkHadoopUtil$.liftedTree1$1(SparkHadoopUtil.scala:102)
	at org.apache.spark.deploy.SparkHadoopUtil$.<init>(SparkHadoopUtil.scala:101)
	at org.apache.spark.deploy.SparkHadoopUtil$.<clinit>(SparkHadoopUtil.scala)
	at org.apache.spark.SparkContext.<init>(SparkContext.scala:228)
	at org.apache.spark.api.java.JavaSparkContext.<init>(JavaSparkContext.scala:53)
	at com.bretthoerner.TestSpark.testSpark(TestSpark.java:111)
	at sun.reflect.NativeMethodAccessorImpl.invoke0(Native Method)
	at sun.reflect.NativeMethodAccessorImpl.invoke(NativeMethodAccessorImpl.java:39)
	at sun.reflect.DelegatingMethodAccessorImpl.invoke(DelegatingMethodAccessorImpl.java:25)
	at org.junit.runners.model.FrameworkMethod$1.runReflectiveCall(FrameworkMethod.java:47)
	at org.junit.internal.runners.model.ReflectiveCallable.run(ReflectiveCallable.java:12)
	at org.junit.runners.model.FrameworkMethod.invokeExplosively(FrameworkMethod.java:44)
	at org.junit.internal.runners.statements.InvokeMethod.evaluate(InvokeMethod.java:17)
	at org.junit.internal.runners.statements.RunBefores.evaluate(RunBefores.java:26)
	at org.junit.internal.runners.statements.RunAfters.evaluate(RunAfters.java:27)
	at org.junit.runners.ParentRunner.runLeaf(ParentRunner.java:271)
	at org.junit.runners.BlockJUnit4ClassRunner.runChild(BlockJUnit4ClassRunner.java:70)
	at org.junit.runners.BlockJUnit4ClassRunner.runChild(BlockJUnit4ClassRunner.java:50)
	at org.junit.runners.ParentRunner$3.run(ParentRunner.java:238)
	at org.junit.runners.ParentRunner$1.schedule(ParentRunner.java:63)
	at org.junit.runners.ParentRunner.runChildren(ParentRunner.java:236)
	at org.junit.runners.ParentRunner.access$000(ParentRunner.java:53)
	at org.junit.runners.ParentRunner$2.evaluate(ParentRunner.java:229)
	at org.junit.runners.ParentRunner.run(ParentRunner.java:309)
	at org.junit.runners.Suite.runChild(Suite.java:127)
	at org.junit.runners.Suite.runChild(Suite.java:26)
	at org.junit.runners.ParentRunner$3.run(ParentRunner.java:238)
	at org.junit.runners.ParentRunner$1.schedule(ParentRunner.java:63)
	at org.junit.runners.ParentRunner.runChildren(ParentRunner.java:236)
	at org.junit.runners.ParentRunner.access$000(ParentRunner.java:53)
	at org.junit.runners.ParentRunner$2.evaluate(ParentRunner.java:229)
	at org.junit.runners.ParentRunner.run(ParentRunner.java:309)
	at org.junit.runner.JUnitCore.run(JUnitCore.java:160)
	at com.intellij.junit4.JUnit4IdeaTestRunner.startRunnerWithArgs(JUnit4IdeaTestRunner.java:74)
	at com.intellij.rt.execution.junit.JUnitStarter.prepareStreamsAndStart(JUnitStarter.java:211)
	at com.intellij.rt.execution.junit.JUnitStarter.main(JUnitStarter.java:67)
	at sun.reflect.NativeMethodAccessorImpl.invoke0(Native Method)
	at sun.reflect.NativeMethodAccessorImpl.invoke(NativeMethodAccessorImpl.java:39)
	at com.intellij.rt.execution.application.AppMain.main(AppMain.java:134)
Caused by: java.lang.ClassNotFoundException: org.apache.hadoop.yarn.conf.YarnConfiguration
	at java.net.URLClassLoader$1.run(URLClassLoader.java:202)
	at java.security.AccessController.doPrivileged(Native Method)
	at java.net.URLClassLoader.findClass(URLClassLoader.java:190)
	at java.lang.ClassLoader.loadClass(ClassLoader.java:306)
	at sun.misc.Launcher$AppClassLoader.loadClass(Launcher.java:301)
	at java.lang.ClassLoader.loadClass(ClassLoader.java:247)
	... 44 more

 

// with yarn-cluster

org.apache.spark.SparkException: YARN mode not available ?
	at org.apache.spark.SparkContext$.org$apache$spark$SparkContext$$createTaskScheduler(SparkContext.scala:1561)
	at org.apache.spark.SparkContext.<init>(SparkContext.scala:310)
	at org.apache.spark.api.java.JavaSparkContext.<init>(JavaSparkContext.scala:53)
	at com.bretthoerner.TestSpark.testSpark(TestSpark.java:116)
	at sun.reflect.NativeMethodAccessorImpl.invoke0(Native Method)
	at sun.reflect.NativeMethodAccessorImpl.invoke(NativeMethodAccessorImpl.java:39)
	at sun.reflect.DelegatingMethodAccessorImpl.invoke(DelegatingMethodAccessorImpl.java:25)
	at org.junit.runners.model.FrameworkMethod$1.runReflectiveCall(FrameworkMethod.java:47)
	at org.junit.internal.runners.model.ReflectiveCallable.run(ReflectiveCallable.java:12)
	at org.junit.runners.model.FrameworkMethod.invokeExplosively(FrameworkMethod.java:44)
	at org.junit.internal.runners.statements.InvokeMethod.evaluate(InvokeMethod.java:17)
	at org.junit.internal.runners.statements.RunBefores.evaluate(RunBefores.java:26)
	at org.junit.internal.runners.statements.RunAfters.evaluate(RunAfters.java:27)
	at org.junit.runners.ParentRunner.runLeaf(ParentRunner.java:271)
	at org.junit.runners.BlockJUnit4ClassRunner.runChild(BlockJUnit4ClassRunner.java:70)
	at org.junit.runners.BlockJUnit4ClassRunner.runChild(BlockJUnit4ClassRunner.java:50)
	at org.junit.runners.ParentRunner$3.run(ParentRunner.java:238)
	at org.junit.runners.ParentRunner$1.schedule(ParentRunner.java:63)
	at org.junit.runners.ParentRunner.runChildren(ParentRunner.java:236)
	at org.junit.runners.ParentRunner.access$000(ParentRunner.java:53)
	at org.junit.runners.ParentRunner$2.evaluate(ParentRunner.java:229)
	at org.junit.runners.ParentRunner.run(ParentRunner.java:309)
	at org.junit.runners.Suite.runChild(Suite.java:127)
	at org.junit.runners.Suite.runChild(Suite.java:26)
	at org.junit.runners.ParentRunner$3.run(ParentRunner.java:238)
	at org.junit.runners.ParentRunner$1.schedule(ParentRunner.java:63)
	at org.junit.runners.ParentRunner.runChildren(ParentRunner.java:236)
	at org.junit.runners.ParentRunner.access$000(ParentRunner.java:53)
	at org.junit.runners.ParentRunner$2.evaluate(ParentRunner.java:229)
	at org.junit.runners.ParentRunner.run(ParentRunner.java:309)
	at org.junit.runner.JUnitCore.run(JUnitCore.java:160)
	at com.intellij.junit4.JUnit4IdeaTestRunner.startRunnerWithArgs(JUnit4IdeaTestRunner.java:74)
	at com.intellij.rt.execution.junit.JUnitStarter.prepareStreamsAndStart(JUnitStarter.java:211)
	at com.intellij.rt.execution.junit.JUnitStarter.main(JUnitStarter.java:67)
	at sun.reflect.NativeMethodAccessorImpl.invoke0(Native Method)
	at sun.reflect.NativeMethodAccessorImpl.invoke(NativeMethodAccessorImpl.java:39)
	at com.intellij.rt.execution.application.AppMain.main(AppMain.java:134)
Caused by: java.lang.ClassNotFoundException: org.apache.spark.scheduler.cluster.YarnClusterScheduler
	at java.net.URLClassLoader$1.run(URLClassLoader.java:202)
	at java.security.AccessController.doPrivileged(Native Method)
	at java.net.URLClassLoader.findClass(URLClassLoader.java:190)
	at java.lang.ClassLoader.loadClass(ClassLoader.java:306)
	at sun.misc.Launcher$AppClassLoader.loadClass(Launcher.java:301)
	at java.lang.ClassLoader.loadClass(ClassLoader.java:247)
	at java.lang.Class.forName0(Native Method)
	at java.lang.Class.forName(Class.java:171)
	at org.apache.spark.SparkContext$.org$apache$spark$SparkContext$$createTaskScheduler(SparkContext.scala:1554)
	... 39 more

 

 

 

42,014 Views
0 Kudos
1 ACCEPTED SOLUTION

avatar
author-rank srowen author-rank
Master Collaborator

Created ‎02-16-2015 07:44 AM

Nah it's not crazy, just means you have to do some of the work that spark-submit does. Almost all of that is dealing with the classpath. If you're just trying to get a simple app running I think spark-submit is the way to go. But if you're building a more complex product or service you might have to embed Spark and deal with this. 

 

Example, I had to do just this recently, and here's what I came up with: https://github.com/OryxProject/oryx/tree/master/bin

 

In future versions (like 1.4+) there's going to be a more proper programmatic submission API. I know Marcelo here has been working on that.

View solution in original post

41,894 Views
0 Kudos
17 REPLIES 17

avatar
author-rank terrymsiu
Explorer

Created ‎07-10-2015 01:53 PM

Sweet! Thanks! Gonna try this out when we get a chance! 

10,067 Views
0 Kudos

avatar
author-rank jack0188
Rising Star

Created ‎12-29-2016 02:26 AM

i'm using sbt, should i use spark-submit everytime we need to run a project? SBT run, is catering my needs for now, as im using it in local mode.
9,117 Views
0 Kudos

avatar
author-rank zhuangmz
Rising Star

Created ‎11-15-2016 11:19 PM

Hi, the link is unavailabe now. Could you provide a new link?
9,290 Views
0 Kudos

avatar
author-rank srowen author-rank
Master Collaborator

Created ‎11-16-2016 01:56 AM

(Which link are you referring to?)

9,281 Views
0 Kudos

avatar
author-rank zhuangmz
Rising Star

Created ‎11-16-2016 02:33 AM

this link

https://github.com/OryxProject/oryx/tree/master/bin

Thanks
9,274 Views
0 Kudos

avatar
author-rank srowen author-rank
Master Collaborator

Created ‎11-16-2016 02:36 AM

https://github.com/OryxProject/oryx/tree/master/deploy/bin

 

You should in general look at https://github.com/OryxProject/oryx

9,269 Views

avatar
author-rank jack0188
Rising Star

Created ‎12-29-2016 01:10 AM

i'm running my spark job using sbt,i.e., "sbt run".

You think this can be a problem?

Or should we stick to the spark-submit all the time?

9,125 Views
0 Kudos

avatar
author-rank jack0188
Rising Star

Created ‎12-29-2016 01:14 AM

i'm running my spark job using sbt,i.e., "sbt run".

You think this can be a problem?

Or should we stick to the spark-submit all the time?

9,125 Views
0 Kudos
Announcements
What's New @ Cloudera
Announcing Cloudera Data Flow 3.2 for Cloudera on Cloud
Community Announcements
Community Upgrade Announcement
What's New @ Cloudera
Announcing Cloudera Flow Management Operator for Kubernetes ...
What's New @ Cloudera
Announcing Cloudera Streams Messaging Operator for Kubernete...
Community Announcements
July 2026 Community Highlights
View More Announcements