[paddy_m]

I would love to read a comparison explaining the relative advantages of each framework from an experienced practitioner who has actually built apps with each. Add in plotly dash, bokeh/panel, and voila too.

Off the top of my head, bokeh and panel are more oriented towards high performance for large datasets, but have less overall adoption.

Voila is oriented towards making existing jupyter notebooks into interactive dashboards.

I'm always curious as to the runtime model for these interactive frameworks. Building interactivity into a jupyter notebook is fairly straightforward, but it's a very different execution model than the traditional http model. Jupyter notebook widgets need a separate backing kernel for each new user, vs the traditional http server models where all request state is reified normally based on a session cookie to DB state. The complete interpreter per user makes for simpler programming, but it is much more memory and process intensive.