Github user fhueske commented on the issue: https://github.com/apache/flink/pull/4183 Hi @wuchong, that's an interesting idea but I think it has the drawback that it might add latency. A timestamp extractor is only called with records and doesn't see watermarks. Since an operator might emit multiple records for the same timestamp, a timestamp extractor would always have to emit a watermark of last timestamp - 1 (we can be sure that the records are emitted in timestamp order) because it does not know which record is the last for a timestamp. So, we would add a latency of one window length (until the next window is processed). Custom operators are a low level interface but it shouldn't be too hard to implement one that holds watermarks back.
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