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### _Why are the changes needed?_
Close#3573.
This PR aims to upgrade scala to 2.12.17
1. [Scala 2.12.17](https://www.scala-lang.org/news/2.12.17) is available currently, This version has notable changes affecting compatibility, for more details see [release note](https://github.com/scala/scala/releases/tag/v2.12.17).
2. Spark was [upgraded](apache/spark#37892) to this version half a month ago.
### _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](https://kyuubi.apache.org/docs/latest/develop_tools/testing.html#running-tests) locally before make a pull request
Closes#3574 from Yikf/bump-scala.
Closes#357351521d8 [Yikf] bump scala from 2.12.16 to 2.12.17
Authored-by: Yikf <yikaifei1@gmail.com>
Signed-off-by: Cheng Pan <chengpan@apache.org>
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