polys, hover policies WebGL for lines and markers What’s new? Python→JS compilation for CustomJS callbacks GeoJSON and Tile Renderers Custom User Extensions Code cleanup, Expanded CI testing
• tornado and websocket protocol • Simpler to use and deploy • simple python scripts, no special classes • Extensive User Guide Documentation • Hosted examples at https://demo.bokehplots.com
GH org • https://github.com/bokeh/datashader • Visualize millions and billions of points • simple python scripts, no special classes • Efficient visual queries
GH org • https://github.com/bokeh/datashader • Visualize millions and billions of points • simple python scripts, no special classes • Efficient visual queries • Webinar: https://go.continuum.io/datashader
or CSS or “webapp” coding Utilizes only out-of the box features of Bokeh 0.11.1 Server Simple python scripts, no special classes of frameworks Useful for exploratory analysis or sharing and deploying
with custom models Users don’t have to wait on core team schedule The future: Atom-style user extension repository Lowers the bar for trying out new ideas
the browser, where users can interact with it For very large datasets (hundreds of millions or billions of points), passing all the data into the browser is not feasible
the browser, where users can interact with it Datashader renders into an off-screen buffer and can handle arbitrarily large datasets without downsampling For very large datasets (hundreds of millions or billions of points), passing all the data into the browser is not feasible
the browser, where users can interact with it Datashader renders into an off-screen buffer and can handle arbitrarily large datasets without downsampling Powered by Dask and Numba For very large datasets (hundreds of millions or billions of points), passing all the data into the browser is not feasible
for monitoring performance of distributed array tasks “Invaluable for understanding and optimizing distributed computing performance.” CPU and memory and communications use across the cluster over time
for monitoring performance of distributed array tasks “Invaluable for understanding and optimizing distributed computing performance.” “It's not something for which I need to go out and find a web developer to help me with.” CPU and memory and communications use across the cluster over time
bryanv
eileencodes
scottboms
baasie
pedronauck
kneath
gurzu
marcelosomers
danielanewman
honzajavorek
mclloyd
twada
inesmontani
