is a maintenance patch release for the Bokeh interactive visualization library, published in July 2021. As a minor update within the 2.3 series, it focused on stabilization rather than introducing new features, specifically addressing layout and extension bugs that emerged in previous 2.x versions. Key Improvements and Bug Fixes
: A client-side JavaScript library that takes that JSON and renders the actual interactive visualization in the browser. Bokeh documentation 🗝️ Key Features in 2.3.3 bokeh 2.3.3
import numpy as np from bokeh.plotting import figure, show Bokeh 2
ColumnDataSource with arrays of different lengths could cause silent corruption of downstream data transforms.Timestamp objects and NumPy datetime64 arrays across different time zones.While 2.3.3 provided stability, it inherited powerful features introduced in the 2.3.0 minor release: ColumnDataSource Fixes: Resolved an edge case where updating