brucearctor commented on pull request #16578:
URL: https://github.com/apache/beam/pull/16578#issuecomment-1036676433


   @chamikaramj -- on methods:  I had imagined that this working for ANY 
method/way would suffice for the exiting ticket ( since an improvement over 
what was there, and then writing up a blog and notes accordingly for what is 
known to work ).  
   
   Do we have ITs that spin up a pubsub topic ( or a Kafka Cluster and topics 
), publish messages to it, runs the pipeline to consume, and then verifies that 
the sink [ ex: table ] winds up as expected ( perhaps then tears such things 
down ).  I have this sort of automation in the past, for testing actual data 
pipelines, but that seems out of scope of this particular issue and is easily a 
different ticket/issue.  
   
   Put another way and to make concrete:  how are we running ongoing tests for 
unbounded data?  Me manually testing/checking is one thing, having actual tests 
that regularly run is another ( and really the only real way to verify that 
would be meaningful ).  
   
   


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