Bokeh 2.3.3 [2021] ✯

Installing Bokeh 2.3.3 is straightforward. You can use either pip or conda .

Bokeh 2.4.0 (released later in 2021) introduced new features and, more importantly, that is still present in 2.3.3. If you are using the Bokeh server in a production environment, upgrading to 2.4.0 or later is strongly recommended. Additionally, Bokeh 2.4.0 includes many other improvements and bug fixes.

is a highly targeted patch release in the 2.x lifecycle of the popular Python data visualization library Bokeh . Released to address critical layout regressions, UI alignment nuances, and Content Delivery Network (CDN) extension fetching mechanics, version 2.3.3 serves as a cornerstone of stability for enterprise systems running legacy 2.x environments. bokeh 2.3.3

For dashboard tools that use dropdowns or multi-choice elements, the fix ( #11365 ) ensured that when users interact with the component, the menu properly overlays content rather than being hidden behind other plot components or containers. Upgrading to Bokeh 2.3.3 To install or upgrade to this version, you can use pip: pip install bokeh==2.3.3 Use code with caution.

pip install bokeh==2.3.3

This command will automatically handle all dependencies and ensure a compatible environment.

show(column(p, slider))

This version resolved several regressions and formatting issues critical for consistent dashboard layouts: