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Lost data when reboot akka system

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I am using akka persistence framework recently to solve an aggregate computing problem, the amount of data is a bit large, the upstream is kafka, the downstream is kinesis, but every time when I redeploy the system, from the log and database data, every time Some data will be lost. Is there any good way to avoid this?

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