[KYUUBI #3441][WIP] Change default Spark version to 3.3.1

[yikf]

Why are the changes needed?

Fix https://github.com/apache/incubator-kyuubi/issues/3441;

This pr aims to two points as follow:

• Bump Spark 3.3.0 to Spark 3.3.1 in spark-3.3 profile
• Change default Spark version to 3.3.1

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

• [ ] Run test locally before make a pull request

[yikf]

@pan3793 , Tracking from here

[cfmcgrady]

FYI: Spark-3.3.1-rc2 is out. https://www.mail-archive.com/[email protected]/msg29460.html

[yikf]

@cfmcgrady Thanks, will test

[pan3793]

The test failed consistently, could you please take a look?

[yikf]

The test failed consistently, could you please take a look?

will check

[yikf]

Test for Spark 3.3.1 (RC4)

[pan3793]

Spark 3.3.1 (RC4) vote passed. https://www.mail-archive.com/[email protected]/msg29565.html

[pan3793]

Thanks @Yikf, merging to master! Also thanks @wangyum for releasing Spark 3.3.1

[yikf]

Thanks all.