wenjin272 commented on issue #1281:
URL: https://github.com/apache/flink-agents/issues/1281#issuecomment-6281963601

   Thanks for the detailed investigation and for testing this across different 
environments! As discussed in #943, reusing a TaskManager across different 
Flink Agents jobs also involves Python import/cache lifecycle issues beyond 
Pemja classloading.
   
   Would you be open to documenting this known limitation first, and holding 
off on recommending the parent-first configuration until we review support for 
this scenario more broadly? Our impression so far is that running successive 
Flink Agents jobs in the same session cluster may be a less common use case, 
though we’d be interested to hear if you have a particular usage scenario in 
mind.
   
   This would help us avoid implying that the configuration fully addresses 
cross-job reuse. WDTY?


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