dupen01 opened a new pull request, #6597:
URL: https://github.com/apache/kyuubi/pull/6597

   # :mag: Description
   ## Issue References 🔗
   This pull request fixes #5314
   
   ## Describe Your Solution 🔧
   To support Java 21, some dependency packages need to be upgraded.Here is the 
detailed explanation.
   1. To build with Java 21, Scala binary version needs to be upgraded to 
2.13.11 or above.
   2. The versions of `spotless` and `googlejavaformat` need to be upgraded to 
higher versions. However, this will lose support for Java 8. In order to 
continue supporting Java 8, code style checks will be ignored in the Java 21 
profile.
   3. Since the Flink engine does not support Scala 2.13, the Scala version of 
the Flink module is fixed at 2.12.
   
   
   Previous discussions were at https://github.com/apache/kyuubi/pull/6306.
   
   ---
   ## Types of changes :bookmark:
   <!--- What types of changes does your code introduce? Put an `x` in all the 
boxes that apply: -->
   - [ ] Bugfix (non-breaking change which fixes an issue)
   - [x] New feature (non-breaking change which adds functionality)
   - [ ] Breaking change (fix or feature that would cause existing 
functionality to change)
   
   ---
   
   **Be nice. Be informative.**
   


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