damccorm opened a new issue, #20924:
URL: https://github.com/apache/beam/issues/20924

   If multiple Beam pipelines are run on Spark or Flink from the same Python 
script, currently a new Java job server will be created for each pipeline. This 
can waste lots of resources (i.e. memory), since job servers are often 
functionally equivalent and therefore reusable.
   
   Imported from Jira 
[BEAM-12439](https://issues.apache.org/jira/browse/BEAM-12439). Original Jira 
may contain additional context.
   Reported by: ibzib.


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