Why adding the package 'org.apache.spark:spark-sql...

raymund · ‎11-03-2021

Using Databricks spark submit job, setting new cluster

1] "spark_version": "8.2.x-scala2.12" => OK, works fine

2] "spark_version": "9.1.x-scala2.12" => FAIL, with errors

Exception in thread "main" java.lang.ExceptionInInitializerError
	at com.databricks.backend.daemon.driver.WSFSCredentialForwardingHelper.withWSFSCredentials(WorkspaceLocalFileSystem.scala:156)
	at com.databricks.backend.daemon.driver.WSFSCredentialForwardingHelper.withWSFSCredentials$(WorkspaceLocalFileSystem.scala:155)
	at com.databricks.backend.daemon.driver.WorkspaceLocalFileSystem.withWSFSCredentials(WorkspaceLocalFileSystem.scala:30)
	at com.databricks.backend.daemon.driver.WorkspaceLocalFileSystem.getFileStatus(WorkspaceLocalFileSystem.scala:63)
	at org.apache.hadoop.fs.Globber.getFileStatus(Globber.java:57)
	at org.apache.hadoop.fs.Globber.glob(Globber.java:252)
	at org.apache.hadoop.fs.FileSystem.globStatus(FileSystem.java:1657)
	at org.apache.spark.deploy.DependencyUtils$.resolveGlobPath(DependencyUtils.scala:192)
	at org.apache.spark.deploy.DependencyUtils$.$anonfun$resolveGlobPaths$2(DependencyUtils.scala:147)
	at org.apache.spark.deploy.DependencyUtils$.$anonfun$resolveGlobPaths$2$adapted(DependencyUtils.scala:145)
	at scala.collection.TraversableLike.$anonfun$flatMap$1(TraversableLike.scala:245)
	at scala.collection.IndexedSeqOptimized.foreach(IndexedSeqOptimized.scala:36)
	at scala.collection.IndexedSeqOptimized.foreach$(IndexedSeqOptimized.scala:33)
	at scala.collection.mutable.WrappedArray.foreach(WrappedArray.scala:38)
	at scala.collection.TraversableLike.flatMap(TraversableLike.scala:245)
	at scala.collection.TraversableLike.flatMap$(TraversableLike.scala:242)
	at scala.collection.AbstractTraversable.flatMap(Traversable.scala:108)
	at org.apache.spark.deploy.DependencyUtils$.resolveGlobPaths(DependencyUtils.scala:145)
	at org.apache.spark.deploy.SparkSubmit.$anonfun$prepareSubmitEnvironment$4(SparkSubmit.scala:363)
	at scala.Option.map(Option.scala:230)
	at org.apache.spark.deploy.SparkSubmit.prepareSubmitEnvironment(SparkSubmit.scala:363)
	at org.apache.spark.deploy.SparkSubmit.org$apache$spark$deploy$SparkSubmit$$runMain(SparkSubmit.scala:894)
	at org.apache.spark.deploy.SparkSubmit.doRunMain$1(SparkSubmit.scala:180)
	at org.apache.spark.deploy.SparkSubmit.submit(SparkSubmit.scala:203)
	at org.apache.spark.deploy.SparkSubmit.doSubmit(SparkSubmit.scala:90)
	at org.apache.spark.deploy.SparkSubmit$$anon$2.doSubmit(SparkSubmit.scala:1039)
	at org.apache.spark.deploy.SparkSubmit$.main(SparkSubmit.scala:1048)
	at org.apache.spark.deploy.SparkSubmit.main(SparkSubmit.scala)
Caused by: java.lang.NullPointerException
	at com.databricks.backend.daemon.driver.WsfsDriverHttpClient.<init>(WSFSDriverHttpClient.scala:26)
	at com.databricks.backend.daemon.driver.WSFSCredentialForwardingHelper$.<init>(WorkspaceLocalFileSystem.scala:277)
	at com.databricks.backend.daemon.driver.WSFSCredentialForwardingHelper$.<clinit>(WorkspaceLocalFileSystem.scala)
	... 28 more

Anonymous · ‎11-03-2021

@Raymund Beltran - So everything works as expected now? Is that right? If yes, would you be happy to mark your answer as best so others can find it easily?

raymund · ‎11-08-2021

@Piper Wilson I removed the comment that its working. Issue still exists with 9.1. Kafka streaming jars doesn't exists. It throws error when kafka streaming jars are not provided and in pyspark code kafka streaming is used. When the kafka streaming jars are explicitly provided in pyspark packages, it throws same error as original issue above

Anonymous · ‎11-08-2021

@Raymund Beltran - Thanks for letting us know. Let's see what the community has to say about this. We'll circle back if we need to.

raymund · ‎11-09-2021

Additional info:

Using databricks spark-submit api with pyspark

"spark_submit_task": {

"parameters": [

"--packages",

"org.apache.spark:spark-sql-kafka-0-10_2.12:3.0.1",

....

Anonymous · ‎11-09-2021

Thank you. I'm passing the information on. Thanks for your patience!

raymund · ‎11-10-2021

this has been resolved by adding the following spark_conf (not thru --conf)

"spark.hadoop.fs.file.impl": "org.apache.hadoop.fs.LocalFileSystem"

example:

------

"new_cluster": {

"spark_version": "9.1.x-scala2.12",

...

"spark_conf": {

"spark.hadoop.fs.file.impl": "org.apache.hadoop.fs.LocalFileSystem"

}

},

"spark_submit_task": {

"parameters": [

"--packages",

"org.apache.spark:spark-sql-kafka-0-10_2.12:3.0.1",

...

------------

View solution in original post

jose_gonzalez · ‎11-18-2021

Thank you for sharing the solution to this issue. I think I saw another question with the same error message.

Why adding the package 'org.apache.spark:spark-sql-kafka-0-10_2.12:3.0.1' failed in runtime 9.1.x-scala2.12 but was successful using runtime 8.2.x-scala2.12 ?