mosche opened a new issue, #24035:
URL: https://github.com/apache/beam/issues/24035

   ### What would you like to happen?
   
   In the Spark dataset runner, side inputs are currently materialized and 
broadcasted per consuming `ParDo`.
   If a `PCollection` serves as side-input to multiple `ParDo`s, it would be 
evaluated, collected on the driver and finally broadcasted repeatedly for every 
such `ParDo`.
   
   ### Issue Priority
   
   Priority: 2
   
   ### Issue Component
   
   Component: runner-spark


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