Recently we discovered the concept of state stores used to deal with stateful aggregations in Structured Streaming. But at that moment we didn't spend the time on these aggregations. As promised, they'll be described now.
The idea of watermark was firstly presented in the occasion of discovering the Apache Beam project. However it's also implemented in Apache Spark to respond to the same problem - the problem of late data.
