Spark Dataset transformations for time based events

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Spark Dataset transformations for time based events

newroyker
Hope everyone is enjoying their holidays. 

If anyone here ran into these time based event transformation patterns or have a strong opinion about the approach please let me know / reply in SO:

Thanks in advance!
Roy