sangkyoonnam commented on issue #1281:
URL: https://github.com/apache/flink-agents/issues/1281#issuecomment-6283504845

   Agreed. I'll update #1282 to document the known limitation and drop the 
parent-first recommendation, since I haven't checked what Python import and 
cache state carries over between jobs. I'll hold off on the FLINK ticket too.
   
   My scenario was local Quickstart validation: the overview starts one session 
cluster for several examples. With 0.3.1 on macOS and main on Linux, Single 
produced output; after I cancelled it, YAML failed, and resubmitting Single 
failed on the same cluster. I haven't tested savepoint restore, and I don't 
have a production case.
   


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