No data migration. Ploomber Cloud runs on AWS, and can integrate with your existing infrastructure such as S3, GCS, RedShift and Athena.

Ploomber

Hi, and welcome! Is the code an inference pipeline? Do you want users to submit some input data, run a model and output results?

Yes, the result probably just a numpy array

I'm not entirely sure what you mean by inference pipeline but I was thinking more like a function to execute a probabilistic algorithm based on some input as json and the output will be send back to the user

Unfortunately, Ploomber Cloud does not offer that functionality. However we have a template that you can use Ploomber to wrap your code and integrate it with flask (here’s a sample project <https://github.com/ploomber/projects/tree/master/templates/ml-online|https://github.com/ploomber/projects/tree/master/templates/ml-online>), then you can use a service like Heroku to deploy it

Ah Isee.. anyway thanks for your help. I will ask again if I there's something I need

<@U03JNQNQ62Z> there’s also a streamlit example, similar concept but on the flask