An event arrives after its window's result was already emitted. What can a stream job do with it?

Answer

Drop it (fine for approximate dashboards); keep windows open for an allowed lateness and emit an updated result; or send it to a side output that a batch job uses to correct the numbers later. Each trades accuracy for state and complexity.

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