gyogal commented on code in PR #476:
URL: https://github.com/apache/incubator-livy/pull/476#discussion_r2124401002


##########
pom.xml:
##########
@@ -1189,11 +1198,18 @@
       </properties>
     </profile>
 
+<!--
+    <spark.scala-2.11.version>2.4.5</spark.scala-2.11.version> 
+    <spark.scala-2.12.version>2.4.5</spark.scala-2.12.version>
+    <spark.version>${spark.scala-2.11.version}</spark.version>
+-->

Review Comment:
   Why is this commented out? I think it may may break Spark 2 profiles. Spark 
2 support should be removed at some point (possibly with the introduction of 
Spark 4), but for now it would be good to retain compatibility.



##########
pom.xml:
##########
@@ -1189,11 +1198,18 @@
       </properties>
     </profile>
 
+<!--
+    <spark.scala-2.11.version>2.4.5</spark.scala-2.11.version> 
+    <spark.scala-2.12.version>2.4.5</spark.scala-2.12.version>
+    <spark.version>${spark.scala-2.11.version}</spark.version>
+-->
     <profile>
       <id>spark3</id>
       <properties>
-        <spark.version>3.2.3</spark.version>
-        <java.version>1.8</java.version>
+        <spark.scala-2.11.version>3.4.4</spark.scala-2.11.version>
+        <spark.scala-2.12.version>3.4.4</spark.scala-2.12.version>
+        <spark.version>3.4.4</spark.version>
+        <java.version>11</java.version>

Review Comment:
   Could you please explain why this change is needed? Is it not enough to bump 
"spark.version" and use "-Djava.version=11" if needed? Is there any reason why 
Spark version 3.4.4 was picked and not 3.5.6 which is the latest version?



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