[KYUUBI #2974][FEATURE] EOL Support for Spark 3.0

### _Why are the changes needed?_
This PR is to drop support for spark 3.0 from compiling/building and test.  [#2974](#2974)
Following the discussion on dev list https://lists.apache.org/thread/3mw8zz9r0tzg2dpj6717xy59610bhkp4

### _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.apache.org/docs/latest/develop_tools/testing.html#running-tests) locally before make a pull request

Closes #3035 from huage1994/2974.

Closes #2974

add45cf [guanhua.lgh] [FEATURE] EOL Support for Spark 3.0

Authored-by: guanhua.lgh <guanhua.lgh@alibaba-inc.com>
Signed-off-by: Kent Yao <yao@apache.org>

Author: huage1994

.github/workflows/master.yml

@@ -45,19 +45,13 @@ jobs:
           - 8
           - 11
         spark:
-          - '3.0'
           - '3.1'
           - '3.2'
           - '3.3'
         spark-archive: [""]
         exclude-tags: [""]
         comment: ["normal"]
         include:
-          - java: 8
-            spark: '3.2'
-            spark-archive: '-Dspark.archive.mirror=https://archive.apache.org/dist/spark/spark-3.0.3 -Dspark.archive.name=spark-3.0.3-bin-hadoop2.7.tgz'
-            exclude-tags: '-Dmaven.plugin.scalatest.exclude.tags=org.scalatest.tags.Slow,org.apache.kyuubi.tags.DeltaTest,org.apache.kyuubi.tags.HudiTest,org.apache.kyuubi.tags.IcebergTest'
-            comment: 'verify-spark-3.0'
           - java: 8
             spark: '3.2'
             spark-archive: '-Dspark.archive.mirror=https://archive.apache.org/dist/spark/spark-3.1.3 -Dspark.archive.name=spark-3.1.3-bin-hadoop3.2.tgz'

.github/workflows/style.yml

@@ -46,7 +46,7 @@ jobs:
           cache: 'maven'
           check-latest: false
       - name: Scalastyle with maven
-        run: build/mvn scalastyle:check -Pflink-provided,hive-provided,spark-provided,spark-block-cleaner,spark-3.3,spark-3.2,spark-3.1,spark-3.0,tpcds
+        run: build/mvn scalastyle:check -Pflink-provided,hive-provided,spark-provided,spark-block-cleaner,spark-3.3,spark-3.2,spark-3.1,tpcds
       - name: Print scalastyle error report
         if: failure()
         run: >-
@@ -57,4 +57,4 @@ jobs:
               fi
           done
       - name: JavaStyle with maven
-        run: build/mvn spotless:check -Pflink-provided,hive-provided,spark-provided,spark-block-cleaner,spark-3.3,spark-3.2,spark-3.1,spark-3.0,tpcds
+        run: build/mvn spotless:check -Pflink-provided,hive-provided,spark-provided,spark-block-cleaner,spark-3.3,spark-3.2,spark-3.1,tpcds

dev/reformat

@@ -20,6 +20,6 @@ set -x
 
 KYUUBI_HOME="$(cd "`dirname "$0"`/.."; pwd)"
 
-PROFILES="-Pflink-provided,hive-provided,spark-provided,spark-block-cleaner,spark-3.3,spark-3.2,spark-3.1,spark-3.0,tpcds"
+PROFILES="-Pflink-provided,hive-provided,spark-provided,spark-block-cleaner,spark-3.3,spark-3.2,spark-3.1,tpcds"
 
 ${KYUUBI_HOME}/build/mvn spotless:apply $PROFILES

docs/develop_tools/building.md

@@ -64,8 +64,8 @@ Since v1.1.0, Kyuubi support building with different Spark profiles,
 
 Profile | Default  | Since
 --- | --- | --- 
--Pspark-3.0 | Yes | 1.0.0
 -Pspark-3.1 | No | 1.1.0
+-Pspark-3.2 | Yes | 1.4.0
 
 
 ## Building with Apache dlcdn site

pom.xml

@@ -1985,20 +1985,6 @@
             </properties>
         </profile>
 
-        <profile>
-            <id>spark-3.0</id>
-            <properties>
-                <spark.version>3.0.3</spark.version>
-                <delta.version>0.8.0</delta.version>
-                <iceberg.name>iceberg-spark3-runtime</iceberg.name>
-                <!--
-                    https://hudi.apache.org/releases/release-0.11.0/#bundle-usage-updates
-                    Hudi 0.11.0 Spark bundle for 3.0.x is no longer officially supported.
-                -->
-                <maven.plugin.scalatest.exclude.tags>org.scalatest.tags.Slow,org.apache.kyuubi.tags.HudiTest</maven.plugin.scalatest.exclude.tags>
-            </properties>
-        </profile>
-
         <profile>
             <id>spark-3.1</id>
             <properties>