Making ReminderAction survives a bot reboot

[PierrePaul]

Rasa Core version: 0.11.x

Python version: 3.6

Operating system : linux

Issue: ReminderAction are handled by the apscheduler and rasa is using the default jobstore, which stores the next action with the MemoryJobStore.

I've tried creating a RedisJobStore and monkey patching rasa-core to use my custom jobstore, but then I get stuck in pickle errors one after the other.

For what's it worth, I'm also using the RedisStore for the Slots without any issues.

I'm using version 0.11.x, maybe it got fixed in 0.12.x?

I'm open to any solutions, it doesn't have to be related to apscheduler, but it seems to be right solution to me.

Context: we have health-lifestyle bot that requires to validate the user mental health every 24-36hours. Deploying a new version of the bot means loosing all our users right now.

[akelad]

Thanks for raising this issue, @tmbo will get back to you about it soon.

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[stale]

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