det101 commented on issue #17252:
URL: 
https://github.com/apache/dolphinscheduler/issues/17252#issuecomment-2966120158

   > > Yes, I hope that I don’t need to frequently switch online operations 
during debugging, and I can release it to production after debugging is 
completed.
   > 
   > In this case, I think we should create a namespace to isolate the 
environment, instead of transforming existing workflows and tasks. Because in 
addition to these, others, such as data source center, resource center, queue, 
tenant, workgroup, permissions and so on, need to be isolated. And then we 
should create a way to publish from one namespace to another.
   
   My proposal is mainly to optimize the debugging and release process under 
the existing system. Of course, if namespaces are introduced, the isolation may 
be more thorough, and the isolation of the data warehouse environment may also 
need to be considered. This is a huge project that requires more people to 
participate.


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