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      Currently, it is not possible to emit the results of a group by query into Kafka. We can provide a format (e.g. upsert-json??) to encode changelogs to make it possible to write into Kafka. Another idea is provide an update-mode=upsert property, in this way, we can support upsert behavior for all the append-only formats (avro, avro-confluent, json, csv) without changing the implementation of the formats. The update-mode came from kafka connector [1] before 1.10, but was dropped after that.

      [1]: https://ci.apache.org/projects/flink/flink-docs-release-1.9/dev/table/connect.html#update-modes

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              jark Jark Wu
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