Github user ssaavedra commented on the issue:

    https://github.com/apache/spark/pull/20383
  
    However, Spark Streaming should always be used with checkpoint enabled if 
you are using at least  `updateStateByKey` or `reduceByKeyAndWindow` and you 
don't want to lose data, or miscalculate results.
    
    I'm not sure why foxish tagged this as 2.4.0 when reported the issue, 
probably because we were already in 2.3.0-rc2, but if there's going to be 
another RC (which it seems per the latest vote in spark-dev) then I'm in favor 
of the backport.


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