Bokeh 2.3.3 ((install)) < Fully Tested >

Bokeh 2.3.3, released in July 2021, is a focused patch-release of the Bokeh interactive visualization library . While it isn't a major feature update, it serves as a critical maintenance release that addresses specific layout regressions and extension bugs identified in the broader 2.3.x series. Performance and Stability

Integration

: It works seamlessly with the broader PyData stack, including Pandas dataframes and NumPy arrays. The Role of Version 2.3.3 bokeh 2.3.3

Migration Considerations: 2.3.3 vs. Bokeh 3.x

  • No WebGL for large datasets (added in 3.x).
  • HoverTool tooltips limited with ColumnDataSource transformations.
  • No bokeh.transform factor_cmap() for categorical color mapping without extra steps.
  • Slower rendering for 100k+ points compared to later versions.

source = ColumnDataSource(dict(x=[0], y=[0])) p = figure() p.circle(x="x", y="y", source=source) Bokeh 2

Regardless of the specific patch version, Bokeh continues to be a staple in the PyData ecosystem for several reasons: No WebGL for large datasets (added in 3

Example Code: Getting Started with Bokeh 2.3.3

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