Bokeh 2.3.3 -

For older enterprise architectures that cache specific Sub-Resource Integrity (SRI) hashes, Bokeh 2.3.3 supplies vetted script hashes for stable deployment.

While the Bokeh project has since moved to 3.x, certain situations still mandate using the legacy 2.3.3 version: Recommendation

Patched a regression affecting downstream dashboard frameworks like Panel, ensuring seamless integration and layout rendering for advanced multi-page data applications. bokeh 2.3.3

Creating a scatter plot with panning, zooming, and hover tools is straightforward in Bokeh 2.3.3. Below is a complete standalone example utilizing the bokeh.plotting interface:

Corrected specific styling differences in the Div model, preventing unwanted CSS shifts between different views or parent containers. Below is a complete standalone example utilizing the bokeh

As a maintenance patch, Bokeh 2.3.3 does not introduce new visual glyphs or sweeping architectural changes. Instead, it serves as a critical stabilization release. By addressing several front-end layout issues, server rendering problems, and JavaScript-to-Python model synchronization errors, this version prevents visual regressions in complex analytical dashboards.

Fixed an issue where dropdown menus in the MultiChoice input widget were erroneously hidden or cut off by parent overflow rules. 3. Build & Sub-Resource Integrity By addressing several front-end layout issues

Fixed an issue where the Column layout model ignored the scrollable CSS class, preventing the correct behavior of long lists and overflow UI elements.

Addressed a formatting issue with y-axis labels when applying custom styles or themes.

Fixed an explicit bug that prevented plot heights from dropping below 600px . Developers regained the flexibility to customize compact visualizations for mobile views or compressed grids. 2. UI and Widget Enhancements