[KYUUBI #5150] Bump Spark 3.3.3

### _Why are the changes needed?_

https://spark.apache.org/news/spark-3-3-3-released.html

### _How was this patch tested?_
- [ ] Add some test cases that check the changes thoroughly including negative and positive cases if possible

- [ ] Add screenshots for manual tests if appropriate

- [x] [Run test](https://kyuubi.readthedocs.io/en/master/contributing/code/testing.html#running-tests) locally before make a pull request

Closes #5150 from pan3793/spark-3.3.3.

Closes #5150

61583609b [Cheng Pan] image
3021dd80b [Cheng Pan] remove staging repo
71b8aa843 [Cheng Pan] Revert "tgz"
d9125e63e [Cheng Pan] tgz
ebe3107c9 [Cheng Pan] Bump Spark 3.3.3

Authored-by: Cheng Pan <chengpan@apache.org>
Signed-off-by: Cheng Pan <chengpan@apache.org>

integration-tests/kyuubi-kubernetes-it/src/test/scala/org/apache/kyuubi/kubernetes/test/deployment/KyuubiOnKubernetesTestsSuite.scala

@@ -54,7 +54,7 @@ class KyuubiOnKubernetesWithSparkTestsBase extends WithKyuubiServerOnKubernetes
     super.connectionConf ++
       Map(
         "spark.master" -> s"k8s://$miniKubeApiMaster",
-        "spark.kubernetes.container.image" -> "apache/spark:v3.3.2",
+        "spark.kubernetes.container.image" -> "apache/spark:3.3.3",
         "spark.executor.memory" -> "512M",
         "spark.driver.memory" -> "1024M",
         "spark.kubernetes.driver.request.cores" -> "250m",

integration-tests/kyuubi-kubernetes-it/src/test/scala/org/apache/kyuubi/kubernetes/test/spark/SparkOnKubernetesTestsSuite.scala

@@ -51,7 +51,7 @@ abstract class SparkOnKubernetesSuiteBase
     // TODO Support more Spark version
     // Spark official docker image: https://hub.docker.com/r/apache/spark/tags
     KyuubiConf().set("spark.master", s"k8s://$apiServerAddress")
-      .set("spark.kubernetes.container.image", "apache/spark:v3.3.2")
+      .set("spark.kubernetes.container.image", "apache/spark:3.3.3")
       .set("spark.kubernetes.container.image.pullPolicy", "IfNotPresent")
       .set("spark.executor.instances", "1")
       .set("spark.executor.memory", "512M")

pom.xml

@@ -196,7 +196,7 @@
           DO NOT forget to change the following properties when change the minor version of Spark:
           `delta.version`, `maven.plugin.scalatest.exclude.tags`
           -->
-        <spark.version>3.3.2</spark.version>
+        <spark.version>3.3.3</spark.version>
         <spark.binary.version>3.3</spark.binary.version>
         <spark.archive.name>spark-${spark.version}-bin-hadoop3.tgz</spark.archive.name>
         <spark.archive.mirror>${apache.archive.dist}/spark/spark-${spark.version}</spark.archive.mirror>