potiuk commented on issue #39332:
URL: https://github.com/apache/airflow/issues/39332#issuecomment-2508942907

   Just one comment here. I think it's worth looking at the description of the 
issue first and understand that - not all issues are the same even if log 
messages are similar. 
   
   This isssue has nothing to do with regular ways how airflow dag file 
processor runs in production. The "--num-runs" flag is really a "test" flag 
that should not be used in production, really. It's a remnant of Airlfow 1 
where we had to recycle scheduler - and you are not supposed to use it in 
production. It's not the intention of this flag (and yes it's behaviour should 
like be fixed - or more likely we should remove this flag completely because 
yes @kosteev is right that this has those kinds of effects he mentioned here). 
   
   I added a detailed explanation in 
https://github.com/apache/airflow/discussions/44495#discussioncomment-11421723 
to explain what and how you can take  look at to see the root cause of the 
problem. I would love if everyone who has similar issue follows it and post 
their finding on what kind of problem they found with their system and how they 
fixed it. 
   
   I don't believe there is a consistent issue in Airflow, it's more set of not 
following the best practices, hiding problems with the way how DAGs are 
written, or synced or some similar issues.
   
   
   But having a result of the investigation and possible issues that users 
could have, following my outline and "investigation scenario" that I put there 
might help us to see if we can add better guidelines or maybe even better 
warnings/messages for similar reasons:
   
   So if I might ask you:
   
   * @vghar-bh 
   * @raphaelauv 
   * @AlexHam
   * @rtrindvg 
   
   Please follow the  
https://github.com/apache/airflow/discussions/44495#discussioncomment-11421723 
and post THERE (this is a different issue altogether as I explained above) 
results of your investigation following my guidelines.
   
   Thanks in advance.
   
   
   


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