Watermark

A Watermark is a mechanism used in stream processing, particularly with Event Time semantics, to estimate the progress of time and handle out-of-order or late-arriving data. It acts as a heuristic threshold, indicating that the system generally expects no more events with an event time earlier than the watermark. Watermarks are crucial for triggering window computations reliably when the system believes all relevant data for a window has likely arrived.