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[ZEPPELIN-6134] Test Livy 0.8 and Spark 3.2 with Java 11
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### What is this PR for?

Migrate the Livy test from Spark 2.4 with Java 8 to Spark 3.2 with Java 11.

There is a failed test caused by a classloader issue, likely a Livy-side issue, temporarily disable it.

```
Error:  Failures: 
Error:    LivyInterpreterIT.testLivyTutorialNote:689 %text org.apache.spark.SparkException: Job aborted due to stage failure: Task 0 in stage 0.0 failed 1 times, most recent failure: Lost task 0.0 in stage 0.0 (TID 0) (localhost executor driver): java.lang.ClassCastException: class Bank cannot be cast to class Bank (Bank is in unnamed module of loader org.apache.spark.repl.ExecutorClassLoader <at>6e7a7cff; Bank is in unnamed module of loader scala.tools.nsc.interpreter.IMain$TranslatingClassLoader <at>67f10f45)
	at org.apache.spark.sql.catalyst.expressions.GeneratedClass$GeneratedIteratorForCodegenStage1.agg_doAggregateWithKeys_0$(Unknown Source)
	at org.apache.spark.sql.catalyst.expressions.GeneratedClass$GeneratedIteratorForCodegenStage1.processNext(Unknown Source)
	at org.apache.spark.sql.execution.BufferedRowIterator.hasNext(BufferedRowIterator.java:43)
	at org.apache.spark.sql.execution.WholeStageCodegenExec$$anon$1.hasNext(WholeStageCodegenExec.scala:759)
	at scala.collection.Iterator$$anon$10.hasNext(Iterator.scala:460)
	at org.apache.spark.shuffle.sort.BypassMergeSortShuffleWriter.write(BypassMergeSortShuffleWriter.java:140)
	at org.apache.spark.shuffle.ShuffleWriteProcessor.write(ShuffleWriteProcessor.scala:59)
	at org.apache.spark.scheduler.ShuffleMapTask.runTask(ShuffleMapTask.scala:99)
	at org.apache.spark.scheduler.ShuffleMapTask.runTask(ShuffleMapTask.scala:52)
	at org.apache.spark.scheduler.Task.run(Task.scala:131)
	at org.apache.spark.executor.Executor$TaskRunner.$anonfun$run$3(Executor.scala:506)
	at org.apache.spark.util.Utils$.tryWithSafeFinally(Utils.scala:1491)
	at org.apache.spark.executor.Executor$TaskRunner.run(Executor.scala:509)
	at java.base/java.util.concurrent.ThreadPoolExecutor.runWorker(ThreadPoolExecutor.java:1128)
	at java.base/java.util.concurrent.ThreadPoolExecutor$Worker.run(ThreadPoolExecutor.java:628)
	at java.base/java.lang.Thread.run(Thread.java:829)
```

### What type of PR is it?

Improvement

### Todos
* [ ] - Investigate the classloader issue - likely a Livy-side issue.

### What is the Jira issue?

ZEPPELIN-6134

### How should this be tested?

Pass GHA.

### Screenshots (if appropriate)

### Questions:
* Does the license files need to update? No.
* Is there breaking changes for older versions? No.
* Does this needs documentation? No.


Closes #4880 from pan3793/ZEPPELIN-6134.

Signed-off-by: Cheng Pan <chengpan@apache.org>
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pan3793 authored Oct 22, 2024
1 parent 3af2450 commit 06e1dc5
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32 changes: 15 additions & 17 deletions .github/workflows/core.yml
Original file line number Diff line number Diff line change
Expand Up @@ -406,22 +406,20 @@ jobs:
rm -rf spark/interpreter/metastore_db
./mvnw verify -pl spark-submit,spark/interpreter -am -Dtest=org/apache/zeppelin/spark/* -Pspark-3.5 -Pspark-scala-2.13 -Pintegration -DfailIfNoTests=false ${MAVEN_ARGS}
# The version combination is based on the facts:
# 1. official Livy 0.8 binary tarball is built against Spark 2.4
# 2. official Spark 2.4 binary tarball is built against Scala 2.11
# 3. Spark 2.4 support Python 2.7, 3.4 to 3.7
livy-0-8-with-spark-2-4-under-python37:
# Livy 0.8.0 tested with Spark 3.2
# https://github.com/apache/incubator-livy/blob/v0.8.0-incubating/dev/docker/livy-dev-spark/Dockerfile#L20
livy-0-8-with-spark-3-2-under-python39:
runs-on: ubuntu-20.04
steps:
- name: Checkout
uses: actions/checkout@v4
- name: Tune Runner VM
uses: ./.github/actions/tune-runner-vm
- name: Set up JDK 8
- name: Set up JDK 11
uses: actions/setup-java@v4
with:
distribution: 'temurin'
java-version: 8
java-version: 11
- name: Cache local Maven repository
uses: actions/cache@v4
with:
Expand All @@ -435,15 +433,15 @@ jobs:
${{ runner.os }}-zeppelin-
- name: install environment
run: |
./mvnw install -DskipTests -pl livy -am ${MAVEN_ARGS}
./testing/downloadSpark.sh "2.4.8" "2.7"
./testing/downloadLivy.sh "0.8.0-incubating" "2.11"
- name: Setup conda environment with python 3.7 and R
./mvnw install -DskipTests -pl livy -am ${MAVEN_ARGS}
./testing/downloadSpark.sh "3.2.4" "3.2"
./testing/downloadLivy.sh "0.8.0-incubating" "2.12"
- name: Setup conda environment with python 3.9 and R
uses: conda-incubator/setup-miniconda@v3
with:
activate-environment: python_37_with_R
environment-file: testing/env_python_3.7_with_R.yml
python-version: 3.7
activate-environment: python_39_with_R
environment-file: testing/env_python_3.9_with_R.yml
python-version: 3.9
channels: conda-forge,defaults
channel-priority: true
auto-activate-base: false
Expand All @@ -453,9 +451,9 @@ jobs:
R -e "IRkernel::installspec()"
- name: run tests
run: |
export SPARK_HOME=$PWD/spark-2.4.8-bin-hadoop2.7
export LIVY_HOME=$PWD/apache-livy-0.8.0-incubating_2.11-bin
./mvnw verify -pl livy -am ${MAVEN_ARGS}
export SPARK_HOME=$PWD/spark-3.2.4-bin-hadoop3.2
export LIVY_HOME=$PWD/apache-livy-0.8.0-incubating_2.12-bin
./mvnw verify -pl livy ${MAVEN_ARGS}
default-build:
runs-on: ubuntu-20.04
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Original file line number Diff line number Diff line change
Expand Up @@ -30,6 +30,7 @@
import org.apache.zeppelin.interpreter.thrift.InterpreterCompletion;
import org.apache.zeppelin.user.AuthenticationInfo;
import org.junit.jupiter.api.BeforeAll;
import org.junit.jupiter.api.Disabled;
import org.junit.jupiter.api.Test;
import org.slf4j.Logger;
import org.slf4j.LoggerFactory;
Expand Down Expand Up @@ -651,6 +652,7 @@ void testLivyParams() throws InterpreterException {
}

@Test
@Disabled("ZEPPELIN-6134: failed due to a livy-side(likely) classloader issue")
void testLivyTutorialNote() throws IOException, InterpreterException {
if (!checkPreCondition()) {
return;
Expand Down

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