Github user twalthr commented on the issue:

    https://github.com/apache/flink/pull/2938
  
    Thanks for working on this @wuchong! The code looks very good. I haven"t 
reviewed the code entirely but tried to verify if batch and stream queries 
return the same result. Unfortunately, this is not the case at the moment.
    
    I converted the stream test 
`org.apache.flink.api.scala.stream.table.AggregationsITCase#testEventTimeTumblingWindow`
 and your batch test 
`org.apache.flink.api.scala.batch.table.AggregationsITCase#testEventTimeTumblingGroupWindowOverTime`
 but the aggregations are different.
    
    Could you have a look at it?


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