Github user koeninger commented on a diff in the pull request: https://github.com/apache/spark/pull/15702#discussion_r86066082 --- Diff: sql/core/src/main/scala/org/apache/spark/sql/Dataset.scala --- @@ -536,6 +535,41 @@ class Dataset[T] private[sql]( } /** + * :: Experimental :: + * Defines an event time watermark for this [[Dataset]]. A watermark tracks a point in time + * before which we assume no more late data is going to arrive. + * + * Spark will use this watermark for several purposes: + * - To know when a given time window aggregation can be finalized and thus can be emitted when + * using output modes that do not allow updates. + * - To minimize the amount of state that we need to keep for on-going aggregations. + * + * The current event time is computed by looking at the `MAX(eventTime)` seen in an epoch across --- End diff -- - Should this be "The current watermark is computed..." ? - what is an epoch, it isn't mentioned in the docs or elsewhere in the PR
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