Using checkpointing for graceful updates is my understanding as well, based
on the writeup in
https://spark.apache.org/docs/latest/structured-streaming-programming-guide.html#recovering-from-failures-with-checkpointing,
and some prototyping. Have you faced any missed events?

On Mon, Dec 17, 2018 at 6:56 PM Yuta Morisawa <yu-moris...@kddi-research.jp>
wrote:

> Hi
>
> Now I'm trying to update my structured streaming application.
> But I have no idea how to update it gracefully.
>
> Should I stop it, replace a jar file then restart it?
> In my understanding, in that case, all the state will be recovered if I
> use checkpoints.
> Is this correct?
>
> Thank you,
>
>
> --
>
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