ruanwenjun opened a new pull request, #18257:
URL: https://github.com/apache/dolphinscheduler/pull/18257

   <!--Thanks very much for contributing to Apache DolphinScheduler, we are 
happy that you want to help us improve DolphinScheduler! -->
   
   ## Was this PR generated or assisted by AI?
   
   YES, gpt-5.5
   
   ## Purpose of the pull request
   
   Introduce ClusterDao and K8sNamespaceDao to encapsulate the two K8s-related 
mappers so the api layer depends only on the repository abstraction. The two 
mappers are bundled together because they share call sites in 
ClusterServiceImpl and K8SNamespaceServiceImpl.
   
   ClusterDao mirrors the mapper API and packages deleteByCode as boolean 
(returning row count > 0) to match the IDao convention.
   
   K8sNamespaceDao mirrors the mapper API; existNamespace returns primitive 
boolean via Boolean.TRUE.equals, and countByClusterCode encapsulates the 
LambdaQueryWrapper that previously leaked into ClusterServiceImpl.
   
   Tracking issue: #18249
   
   ## Brief change log
   
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   ## Verify this pull request
   
   <!--*(Please pick either of the following options)*-->
   
   This pull request is code cleanup without any test coverage.
   
   *(or)*
   
   This pull request is already covered by existing tests, such as *(please 
describe tests)*.
   
   (or)
   
   This change added tests and can be verified as follows:
   
   <!--*(example:)*
   - *Added dolphinscheduler-dao tests for end-to-end.*
   - *Added CronUtilsTest to verify the change.*
   - *Manually verified the change by testing locally.* -->
   
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   ## Pull Request Notice
   [Pull Request 
Notice](https://github.com/apache/dolphinscheduler/blob/dev/docs/docs/en/contribute/join/pull-request.md)
   
   If your pull request contains incompatible change, you should also add it to 
`docs/docs/en/guide/upgrade/incompatible.md`
   


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