Allow to share a `Document` between multiple `BokehModel`s about jupyter_bokeh

[axil]

I've found a workaround:

BokehModel(column(p1,p2))

Is it the only possible way to solve it?

[bryevdv]

Putting the plots together in a Bokeh layout was going to be my only suggestion. "Being in a document together" is the foundational definition that is essentially identical with "being able to share pieces together". But each BokehModel creates a new document for all the models it ends up containing. So, if you want to share pieces between different plots, those plots need to be configured on the same BokehModel, so that they are both in the same Document.

[axil]

I see. Maybe there's an alternative way of linking the plot ranges on the js level without sharing the Range object between the plots? Or it will hit the same limitation?

[mattpap]

Maybe there's an alternative way of linking the plot ranges on the js level without sharing the Range object between the plots?

You can always link manually, by setting up event listeners and updating related plots, but that defies the point of using bokeh (well, partially at least). This is a current limitation that each embedded model constructs its own document, and, by design, there is no sharing between models belonging to different documents. However, I don't see any technical reason not to lift this limitation. Before that happens, your options are either to link manually or to use bokeh's layouts and wrap a whole layout as a BokehModel (as you already found out).