[SUPPORT] Hudi examples: An exception or error caused a run to abort: org.apache.hadoop.security.HadoopKerberosName.setRuleMechanism
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Description
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**Describe the problem you faced**
I'm unable to run successfully example codes taken from the documentation.
`Scala` and `SparkSQL` examples have different and contrasting behaviors.
**To Reproduce**
First case with **successful** execution,
by following the **Insert data** example by using `Scala`:
1. My `build.sbt` file:
```scala
import sbt._
val scala2Version = "2.12.10"
val sparkVersion = "3.2.2"
lazy val root = project
.in(file("."))
.settings(
name := "hudi-test-2",
version := "0.1.0-SNAPSHOT",
scalaVersion := scala2Version,
libraryDependencies ++= Seq(
"org.scalatest" %% "scalatest" % "3.2.15" % Test,
"org.scalamock" %% "scalamock" % "5.2.0" % Test,
"org.apache.hudi" % "hudi-spark3.2-bundle_2.12" % "0.12.2",
"org.apache.spark" %% "spark-core" % sparkVersion % Provided,
"org.apache.spark" %% "spark-sql" % sparkVersion % Provided,
"org.apache.spark" %% "spark-mllib" % sparkVersion % Provided
)
)
```
2. `HudiExample01Test`:
```scala
import org.apache.hudi.DataSourceWriteOptions._
import org.apache.hudi.QuickstartUtils._
import org.apache.spark.sql.SaveMode._
import org.apache.spark.sql.SparkSession
import org.scalatest.funsuite.AnyFunSuite
import scala.collection.JavaConversions._
class HudiExample01Test extends AnyFunSuite {
test("example") {
implicit lazy val spark: SparkSession = SparkSession.builder
.master("local")
.appName("HudiExample")
.config("spark.serializer", "org.apache.spark.serializer.KryoSerializer")
.config("spark.sql.extensions", "org.apache.spark.sql.hudi.HoodieSparkSessionExtension")
.config("spark.sql.catalog.spark_catalog", "org.apache.spark.sql.hudi.catalog.HoodieCatalog")
.getOrCreate
val tableName = "hudi_trips_cow"
val basePath = "file:///tmp/hudi_trips_cow"
val dataGen = new org.apache.hudi.QuickstartUtils.DataGenerator
val inserts = convertToStringList(dataGen.generateInserts(10))
val df = spark.read.json(spark.sparkContext.parallelize(inserts, 2))
df.write.format("hudi").
options(getQuickstartWriteConfigs).
option(PRECOMBINE_FIELD_OPT_KEY, "ts").
option(RECORDKEY_FIELD_OPT_KEY, "uuid").
option(PARTITIONPATH_FIELD_OPT_KEY, "partitionpath").
option(org.apache.hudi.config.HoodieWriteConfig.TABLE_NAME, tableName).
mode(Overwrite).
save(basePath)
}
}
```
Second case, with `SparkSQL`, trying to create a table:
1. Same `build.sbt` of the first case.
2. `HudiExample02Test`:
```scala
import org.apache.spark.sql.SparkSession
import org.scalatest.funsuite.AnyFunSuite
import java.io.File
import java.nio.file.Files
class HudiExample02Test extends AnyFunSuite {
test("example") {
implicit lazy val spark: SparkSession = SparkSession.builder
.master("local")
.appName("HudiExample")
.config("spark.serializer", "org.apache.spark.serializer.KryoSerializer")
.config("spark.sql.extensions", "org.apache.spark.sql.hudi.HoodieSparkSessionExtension")
.config("spark.sql.catalog.spark_catalog", "org.apache.spark.sql.hudi.catalog.HoodieCatalog")
.getOrCreate
spark.sql("create table hudi_mor_tbl (" +
"id int, " +
"name string, " +
"price double, " +
"ts bigint) " +
"using hudi " +
"tblproperties (" +
"type = 'mor', " +
"primaryKey = 'id', " +
"preCombineField = 'ts');")
}
}
```
3. I got the following error:
```
A needed class was not found. This could be due to an error in your runpath. Missing class: org/apache/hadoop/hive/ql/io/parquet/MapredParquetInputFormat
java.lang.NoClassDefFoundError: org/apache/hadoop/hive/ql/io/parquet/MapredParquetInputFormat
at java.lang.ClassLoader.defineClass1(Native Method)
at java.lang.ClassLoader.defineClass(ClassLoader.java:756)
at java.security.SecureClassLoader.defineClass(SecureClassLoader.java:142)
at java.net.URLClassLoader.defineClass(URLClassLoader.java:473)
at java.net.URLClassLoader.access$100(URLClassLoader.java:74)
at java.net.URLClassLoader$1.run(URLClassLoader.java:369)
at java.net.URLClassLoader$1.run(URLClassLoader.java:363)
at java.security.AccessController.doPrivileged(Native Method)
at java.net.URLClassLoader.findClass(URLClassLoader.java:362)
at java.lang.ClassLoader.loadClass(ClassLoader.java:418)
at sun.misc.Launcher$AppClassLoader.loadClass(Launcher.java:352)
at java.lang.ClassLoader.loadClass(ClassLoader.java:351)
at java.lang.ClassLoader.defineClass1(Native Method)
at java.lang.ClassLoader.defineClass(ClassLoader.java:756)
at java.security.SecureClassLoader.defineClass(SecureClassLoader.java:142)
at java.net.URLClassLoader.defineClass(URLClassLoader.java:473)
at java.net.URLClassLoader.access$100(URLClassLoader.java:74)
at java.net.URLClassLoader$1.run(URLClassLoader.java:369)
at java.net.URLClassLoader$1.run(URLClassLoader.java:363)
at java.security.AccessController.doPrivileged(Native Method)
at java.net.URLClassLoader.findClass(URLClassLoader.java:362)
at java.lang.ClassLoader.loadClass(ClassLoader.java:418)
at sun.misc.Launcher$AppClassLoader.loadClass(Launcher.java:352)
at java.lang.ClassLoader.loadClass(ClassLoader.java:351)
at java.lang.ClassLoader.defineClass1(Native Method)
at java.lang.ClassLoader.defineClass(ClassLoader.java:756)
at java.security.SecureClassLoader.defineClass(SecureClassLoader.java:142)
at java.net.URLClassLoader.defineClass(URLClassLoader.java:473)
at java.net.URLClassLoader.access$100(URLClassLoader.java:74)
at java.net.URLClassLoader$1.run(URLClassLoader.java:369)
at java.net.URLClassLoader$1.run(URLClassLoader.java:363)
at java.security.AccessController.doPrivileged(Native Method)
at java.net.URLClassLoader.findClass(URLClassLoader.java:362)
at java.lang.ClassLoader.loadClass(ClassLoader.java:418)
at sun.misc.Launcher$AppClassLoader.loadClass(Launcher.java:352)
at java.lang.ClassLoader.loadClass(ClassLoader.java:351)
at org.apache.spark.sql.hudi.command.CreateHoodieTableCommand$.createTableInCatalog(CreateHoodieTableCommand.scala:126)
at org.apache.spark.sql.hudi.command.CreateHoodieTableCommand.run(CreateHoodieTableCommand.scala:83)
at org.apache.spark.sql.execution.command.ExecutedCommandExec.sideEffectResult$lzycompute(commands.scala:75)
at org.apache.spark.sql.execution.command.ExecutedCommandExec.sideEffectResult(commands.scala:73)
at org.apache.spark.sql.execution.command.ExecutedCommandExec.executeCollect(commands.scala:84)
at org.apache.spark.sql.execution.QueryExecution$$anonfun$eagerlyExecuteCommands$1.$anonfun$applyOrElse$1(QueryExecution.scala:97)
at org.apache.spark.sql.execution.SQLExecution$.$anonfun$withNewExecutionId$5(SQLExecution.scala:103)
at org.apache.spark.sql.execution.SQLExecution$.withSQLConfPropagated(SQLExecution.scala:163)
at org.apache.spark.sql.execution.SQLExecution$.$anonfun$withNewExecutionId$1(SQLExecution.scala:90)
at org.apache.spark.sql.SparkSession.withActive(SparkSession.scala:775)
at org.apache.spark.sql.execution.SQLExecution$.withNewExecutionId(SQLExecution.scala:64)
at org.apache.spark.sql.execution.QueryExecution$$anonfun$eagerlyExecuteCommands$1.applyOrElse(QueryExecution.scala:97)
at org.apache.spark.sql.execution.QueryExecution$$anonfun$eagerlyExecuteCommands$1.applyOrElse(QueryExecution.scala:93)
at org.apache.spark.sql.catalyst.trees.TreeNode.$anonfun$transformDownWithPruning$1(TreeNode.scala:481)
at org.apache.spark.sql.catalyst.trees.CurrentOrigin$.withOrigin(TreeNode.scala:82)
at org.apache.spark.sql.catalyst.trees.TreeNode.transformDownWithPruning(TreeNode.scala:481)
at org.apache.spark.sql.catalyst.plans.logical.LogicalPlan.org$apache$spark$sql$catalyst$plans$logical$AnalysisHelper$$super$transformDownWithPruning(LogicalPlan.scala:30)
at org.apache.spark.sql.catalyst.plans.logical.AnalysisHelper.transformDownWithPruning(AnalysisHelper.scala:267)
at org.apache.spark.sql.catalyst.plans.logical.AnalysisHelper.transformDownWithPruning$(AnalysisHelper.scala:263)
at org.apache.spark.sql.catalyst.plans.logical.LogicalPlan.transformDownWithPruning(LogicalPlan.scala:30)
at org.apache.spark.sql.catalyst.plans.logical.LogicalPlan.transformDownWithPruning(LogicalPlan.scala:30)
at org.apache.spark.sql.catalyst.trees.TreeNode.transformDown(TreeNode.scala:457)
at org.apache.spark.sql.execution.QueryExecution.eagerlyExecuteCommands(QueryExecution.scala:93)
at org.apache.spark.sql.execution.QueryExecution.commandExecuted$lzycompute(QueryExecution.scala:80)
at org.apache.spark.sql.execution.QueryExecution.commandExecuted(QueryExecution.scala:78)
at org.apache.spark.sql.Dataset.(Dataset.scala:219)
at org.apache.spark.sql.Dataset$.$anonfun$ofRows$2(Dataset.scala:99)
at org.apache.spark.sql.SparkSession.withActive(SparkSession.scala:775)
at org.apache.spark.sql.Dataset$.ofRows(Dataset.scala:96)
at org.apache.spark.sql.SparkSession.$anonfun$sql$1(SparkSession.scala:618)
at org.apache.spark.sql.SparkSession.withActive(SparkSession.scala:775)
at org.apache.spark.sql.SparkSession.sql(SparkSession.scala:613)
at HudiExample02Test.$anonfun$new$1(HudiExample02Test.scala:30)
at org.scalatest.OutcomeOf.outcomeOf(OutcomeOf.scala:85)
at org.scalatest.OutcomeOf.outcomeOf$(OutcomeOf.scala:83)
at org.scalatest.OutcomeOf$.outcomeOf(OutcomeOf.scala:104)
at org.scalatest.Transformer.apply(Transformer.scala:22)
at org.scalatest.Transformer.apply(Transformer.scala:20)
at org.scalatest.funsuite.AnyFunSuiteLike$$anon$1.apply(AnyFunSuiteLike.scala:226)
at org.scalatest.TestSuite.withFixture(TestSuite.scala:196)
at org.scalatest.TestSuite.withFixture$(TestSuite.scala:195)
at org.scalatest.funsuite.AnyFunSuite.withFixture(AnyFunSuite.scala:1564)
at org.scalatest.funsuite.AnyFunSuiteLike.invokeWithFixture$1(AnyFunSuiteLike.scala:224)
at org.scalatest.funsuite.AnyFunSuiteLike.$anonfun$runTest$1(AnyFunSuiteLike.scala:236)
at org.scalatest.SuperEngine.runTestImpl(Engine.scala:306)
at org.scalatest.funsuite.AnyFunSuiteLike.runTest(AnyFunSuiteLike.scala:236)
at org.scalatest.funsuite.AnyFunSuiteLike.runTest$(AnyFunSuiteLike.scala:218)
at org.scalatest.funsuite.AnyFunSuite.runTest(AnyFunSuite.scala:1564)
at org.scalatest.funsuite.AnyFunSuiteLike.$anonfun$runTests$1(AnyFunSuiteLike.scala:269)
at org.scalatest.SuperEngine.$anonfun$runTestsInBranch$1(Engine.scala:413)
at scala.collection.immutable.List.foreach(List.scala:392)
at org.scalatest.SuperEngine.traverseSubNodes$1(Engine.scala:401)
at org.scalatest.SuperEngine.runTestsInBranch(Engine.scala:396)
at org.scalatest.SuperEngine.runTestsImpl(Engine.scala:475)
at org.scalatest.funsuite.AnyFunSuiteLike.runTests(AnyFunSuiteLike.scala:269)
at org.scalatest.funsuite.AnyFunSuiteLike.runTests$(AnyFunSuiteLike.scala:268)
at org.scalatest.funsuite.AnyFunSuite.runTests(AnyFunSuite.scala:1564)
at org.scalatest.Suite.run(Suite.scala:1114)
at org.scalatest.Suite.run$(Suite.scala:1096)
at org.scalatest.funsuite.AnyFunSuite.org$scalatest$funsuite$AnyFunSuiteLike$$super$run(AnyFunSuite.scala:1564)
at org.scalatest.funsuite.AnyFunSuiteLike.$anonfun$run$1(AnyFunSuiteLike.scala:273)
at org.scalatest.SuperEngine.runImpl(Engine.scala:535)
at org.scalatest.funsuite.AnyFunSuiteLike.run(AnyFunSuiteLike.scala:273)
at org.scalatest.funsuite.AnyFunSuiteLike.run$(AnyFunSuiteLike.scala:272)
at org.scalatest.funsuite.AnyFunSuite.run(AnyFunSuite.scala:1564)
at org.scalatest.tools.SuiteRunner.run(SuiteRunner.scala:47)
at org.scalatest.tools.Runner$.$anonfun$doRunRunRunDaDoRunRun$13(Runner.scala:1321)
at org.scalatest.tools.Runner$.$anonfun$doRunRunRunDaDoRunRun$13$adapted(Runner.scala:1315)
at scala.collection.immutable.List.foreach(List.scala:392)
at org.scalatest.tools.Runner$.doRunRunRunDaDoRunRun(Runner.scala:1315)
at org.scalatest.tools.Runner$.$anonfun$runOptionallyWithPassFailReporter$24(Runner.scala:992)
at org.scalatest.tools.Runner$.$anonfun$runOptionallyWithPassFailReporter$24$adapted(Runner.scala:970)
at org.scalatest.tools.Runner$.withClassLoaderAndDispatchReporter(Runner.scala:1481)
at org.scalatest.tools.Runner$.runOptionallyWithPassFailReporter(Runner.scala:970)
at org.scalatest.tools.Runner$.run(Runner.scala:798)
at org.scalatest.tools.Runner.run(Runner.scala)
at org.jetbrains.plugins.scala.testingSupport.scalaTest.ScalaTestRunner.runScalaTest2or3(ScalaTestRunner.java:43)
at org.jetbrains.plugins.scala.testingSupport.scalaTest.ScalaTestRunner.main(ScalaTestRunner.java:26)
Caused by: java.lang.ClassNotFoundException: org.apache.hadoop.hive.ql.io.parquet.MapredParquetInputFormat
at java.net.URLClassLoader.findClass(URLClassLoader.java:387)
at java.lang.ClassLoader.loadClass(ClassLoader.java:418)
at sun.misc.Launcher$AppClassLoader.loadClass(Launcher.java:352)
at java.lang.ClassLoader.loadClass(ClassLoader.java:351)
... 114 more
```
Therefore, to solve this error I tried this solution: [issue 2041](https://github.com/apache/hudi/issues/2041).
I updated the `build.sbt` accordingly:
```scala
import sbt._
val scala2Version = "2.12.10"
val sparkVersion = "3.2.2"
lazy val root = project
.in(file("."))
.settings(
name := "hudi-test-2",
version := "0.1.0-SNAPSHOT",
scalaVersion := scala2Version,
libraryDependencies ++= Seq(
"org.scalatest" %% "scalatest" % "3.2.15" % Test,
"org.scalamock" %% "scalamock" % "5.2.0" % Test,
"org.apache.hudi" % "hudi-spark3.2-bundle_2.12" % "0.12.2",
"org.apache.spark" %% "spark-core" % sparkVersion % Provided,
"org.apache.spark" %% "spark-sql" % sparkVersion % Provided,
"org.apache.spark" %% "spark-mllib" % sparkVersion % Provided,
"org.apache.hive" % "hive-exec" % "3.1.3" % Provided,
"com.fasterxml.jackson.core" % "jackson-databind" % "2.14.2" % Test
)
)
```
Running again `HudiExample01Test` and `HudiExample02Test`, but now I'm getting on both:
```
An exception or error caused a run to abort: org.apache.hadoop.security.HadoopKerberosName.setRuleMechanism(Ljava/lang/String;)V
java.lang.NoSuchMethodError: org.apache.hadoop.security.HadoopKerberosName.setRuleMechanism(Ljava/lang/String;)V
at org.apache.hadoop.security.HadoopKerberosName.setConfiguration(HadoopKerberosName.java:84)
at org.apache.hadoop.security.UserGroupInformation.initialize(UserGroupInformation.java:315)
at org.apache.hadoop.security.UserGroupInformation.ensureInitialized(UserGroupInformation.java:300)
at org.apache.hadoop.security.UserGroupInformation.getCurrentUser(UserGroupInformation.java:575)
at org.apache.spark.util.Utils$.$anonfun$getCurrentUserName$1(Utils.scala:2539)
at scala.Option.getOrElse(Option.scala:189)
at org.apache.spark.util.Utils$.getCurrentUserName(Utils.scala:2539)
at org.apache.spark.SparkContext.(SparkContext.scala:314)
at org.apache.spark.SparkContext$.getOrCreate(SparkContext.scala:2690)
at org.apache.spark.sql.SparkSession$Builder.$anonfun$getOrCreate$2(SparkSession.scala:949)
at scala.Option.getOrElse(Option.scala:189)
at org.apache.spark.sql.SparkSession$Builder.getOrCreate(SparkSession.scala:943)
at HudiExample02Test.spark$lzycompute$1(HudiExample02Test.scala:19)
at HudiExample02Test.spark$1(HudiExample02Test.scala:14)
at HudiExample02Test.$anonfun$new$1(HudiExample02Test.scala:22)
at org.scalatest.OutcomeOf.outcomeOf(OutcomeOf.scala:85)
at org.scalatest.OutcomeOf.outcomeOf$(OutcomeOf.scala:83)
at org.scalatest.OutcomeOf$.outcomeOf(OutcomeOf.scala:104)
at org.scalatest.Transformer.apply(Transformer.scala:22)
at org.scalatest.Transformer.apply(Transformer.scala:20)
at org.scalatest.funsuite.AnyFunSuiteLike$$anon$1.apply(AnyFunSuiteLike.scala:226)
at org.scalatest.TestSuite.withFixture(TestSuite.scala:196)
at org.scalatest.TestSuite.withFixture$(TestSuite.scala:195)
at org.scalatest.funsuite.AnyFunSuite.withFixture(AnyFunSuite.scala:1564)
at org.scalatest.funsuite.AnyFunSuiteLike.invokeWithFixture$1(AnyFunSuiteLike.scala:224)
at org.scalatest.funsuite.AnyFunSuiteLike.$anonfun$runTest$1(AnyFunSuiteLike.scala:236)
at org.scalatest.SuperEngine.runTestImpl(Engine.scala:306)
at org.scalatest.funsuite.AnyFunSuiteLike.runTest(AnyFunSuiteLike.scala:236)
at org.scalatest.funsuite.AnyFunSuiteLike.runTest$(AnyFunSuiteLike.scala:218)
at org.scalatest.funsuite.AnyFunSuite.runTest(AnyFunSuite.scala:1564)
at org.scalatest.funsuite.AnyFunSuiteLike.$anonfun$runTests$1(AnyFunSuiteLike.scala:269)
at org.scalatest.SuperEngine.$anonfun$runTestsInBranch$1(Engine.scala:413)
at scala.collection.immutable.List.foreach(List.scala:392)
at org.scalatest.SuperEngine.traverseSubNodes$1(Engine.scala:401)
at org.scalatest.SuperEngine.runTestsInBranch(Engine.scala:396)
at org.scalatest.SuperEngine.runTestsImpl(Engine.scala:475)
at org.scalatest.funsuite.AnyFunSuiteLike.runTests(AnyFunSuiteLike.scala:269)
at org.scalatest.funsuite.AnyFunSuiteLike.runTests$(AnyFunSuiteLike.scala:268)
at org.scalatest.funsuite.AnyFunSuite.runTests(AnyFunSuite.scala:1564)
at org.scalatest.Suite.run(Suite.scala:1114)
at org.scalatest.Suite.run$(Suite.scala:1096)
at org.scalatest.funsuite.AnyFunSuite.org$scalatest$funsuite$AnyFunSuiteLike$$super$run(AnyFunSuite.scala:1564)
at org.scalatest.funsuite.AnyFunSuiteLike.$anonfun$run$1(AnyFunSuiteLike.scala:273)
at org.scalatest.SuperEngine.runImpl(Engine.scala:535)
at org.scalatest.funsuite.AnyFunSuiteLike.run(AnyFunSuiteLike.scala:273)
at org.scalatest.funsuite.AnyFunSuiteLike.run$(AnyFunSuiteLike.scala:272)
at org.scalatest.funsuite.AnyFunSuite.run(AnyFunSuite.scala:1564)
at org.scalatest.tools.SuiteRunner.run(SuiteRunner.scala:47)
at org.scalatest.tools.Runner$.$anonfun$doRunRunRunDaDoRunRun$13(Runner.scala:1321)
at org.scalatest.tools.Runner$.$anonfun$doRunRunRunDaDoRunRun$13$adapted(Runner.scala:1315)
at scala.collection.immutable.List.foreach(List.scala:392)
at org.scalatest.tools.Runner$.doRunRunRunDaDoRunRun(Runner.scala:1315)
at org.scalatest.tools.Runner$.$anonfun$runOptionallyWithPassFailReporter$24(Runner.scala:992)
at org.scalatest.tools.Runner$.$anonfun$runOptionallyWithPassFailReporter$24$adapted(Runner.scala:970)
at org.scalatest.tools.Runner$.withClassLoaderAndDispatchReporter(Runner.scala:1481)
at org.scalatest.tools.Runner$.runOptionallyWithPassFailReporter(Runner.scala:970)
at org.scalatest.tools.Runner$.run(Runner.scala:798)
at org.scalatest.tools.Runner.run(Runner.scala)
at org.jetbrains.plugins.scala.testingSupport.scalaTest.ScalaTestRunner.runScalaTest2or3(ScalaTestRunner.java:43)
at org.jetbrains.plugins.scala.testingSupport.scalaTest.ScalaTestRunner.main(ScalaTestRunner.java:26)
```
**Expected behavior**
I'm expecting to execute the sample codes without issues.
**Environment Description**
* Hudi version : `0.12.2`
* Spark version : `3.2.2`
* Running on Docker? (yes/no) : no
**Additional context**
- I'm a newer `Scala` user. Sorry if I missed something relevant.
- I'm running my codes from IntelliJ.
- SDK: `corretto-1.8`
- Language level: `SDK default (8 - Lambdas, type annotations etc.)`
**Stacktrace**
```Add the stacktrace of the error.```
Contributor guide
No contributing guide indexed for this repository
Research direction
Start with the dependency declarations in build.sbt and the SQL setup in HudiExample02Test, then follow the CreateHoodieTableCommand.scala:126 stack-trace entry point. Reproduce the missing MapredParquetInputFormat error while comparing the working Scala example with the failing SparkSQL example. Done means the documented SQL table-creation example runs successfully with the stated dependencies.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- scala, spark, sql
- Domain
- data-engineering, databases, distributed-systems
- Issue type
- Bug
- Difficulty
- 4/5
- Estimated time
- 3-5 days
- Activity status
- Stale
- Clarity
- Needs clarification
- Newbie friendliness
- 25/100