rstudio / bundle

Prepare objects for serialization with a consistent interface
https://rstudio.github.io/bundle/
Other
27 stars 4 forks source link

Will bundle support fable, feasts, and prophet packages? #49

Closed lbui30 closed 1 year ago

lbui30 commented 1 year ago

Bundle seems like an amazing package, does any of it work with feasts or the prophet package? I have some test data and a reproducible example if anyone is willing to work on this.

lbui30 commented 1 year ago

I created a reproducible example as I think that bundle may solve the core issue that I am having. Hopefully, the Rstudio post gets approved, so you can understand the context of the problem better: https://community.rstudio.com/t/why-wont-my-prophet-fable-model-with-holidays-forecast-in-a-new-r-environment/153767/1

I will also next create follow-up issue posts in both prophet and fable packages to inform the authors.

juliasilge commented 1 year ago

We are definitely open to working on making it possible to load these types of models in a new session for predicting! However, it is not clear to me what part of your code is responsible for the model not working in a new session.

It would be very helpful if you can work on making a much simpler reprex showing how this fails (no reading from a database, do not use all three of these at once but rather one at a time, etc). You can take a look at the examples already in bundle for inspiration of how complex the example should be, or this blog post. I am wondering if the problem is with the database connection, not with these models, and a much simpler reprex will help!

juliasilge commented 1 year ago

Let us know if you have further questions! 🙌