Scheduled Iterative Refreshes

[ractodev]

Hi! I'm currently writing my Master's Thesis on MMMs, and have found a great interest in Robyn. My question is what the recommended approach for iterative model refreshes is? E.g. once a week when new data is available, I wish to schedule a model refresh using robyn_refresh(), and later run a budget allocation recommendation using robyn_allocator() using the new refreshed model.

I have an initial model, saved as a json file using robyn_write() (robyn_save() seems to be deprecated). Is there a way for Robyn to automatically find the latest refresh on my model, both for the refresh and allocator functions to use?

Thanks for your help!
All the best,
ractodev

[gufengzhou]

Thanks! It's better to refresh in smaller increment (refresh_step = 1 e.g.) rather than a bigger leap. The refresh actually picks an winner automatically, see RobynRefresh$refresh$selectIDs, with RobynRefresh being the object created after running robyn_refresh