Dashbords and scheduling in Notebooks

I’m working on dashboards and scheduling for Jupyter Notebooks. So far, I’ve created the proof-of-concept repo https://github.com/mljar/mljar-studio

The main trick is to store cell’s output in the database and have separate webserver to make it available (without connecting to Jupyter server).

In my solution I’ve created my own notebook front-end which is a drawback of my solution because I think it will be much better to integrate with existing front-ends (Lab, Notebook or nteract). Do you think is it possible to create such extension that will synchornize notebook frontend with external server that will store information about cell and cell’s output?

2 Likes

Could you elaborate on what you mean with scheduling?

You can put your Notebook in the scheduler for periodic runs, for example run notebook every 1 hour or run every day at 8:00 AM. In the dashboard you will see outputs with updated values.

1 Like

Hey @pplonski I have a project where we build/schedule/run notebooks using repo2docker. We don’t stream cell outputs directly but serve saved files from an API which a frontend dashboard can read.

We currently run it as a managed service but want to make it portable

1 Like