Hi there, I was wondering if there was any kind of guidance on when to use go.Scatter and when to use go.Scattergl? Is there a cutoff of number of data points when one is better than the other? Any other consideration on choosing on or the other? Or just try and see? (I’d like to automatically cho…

If you don’t need the features of Scatter, I am not sure why you couldn’t just use Scattergl for any number of data points? :upside_down_face:

If you have more than 10 000 data points over time for example Scattergl is a lot faster and more responsive in my experience.

Is there any sample size for which it would be actually slower?

That’s my impression. But if you are unsure, you could test it out with a few indicative samples sizes (1e1, 1e2, 1e3, 1e4, 1e5, …).

scattergl is faster but it’s rendered with webgl instead of svg. svg are vector graphics and so they look better when exported. some journals, publications, and websites will only publish vector graphics. also, some small portion of web users are on web browsers or computers that don’t have a gpu or…

you will definitely notice a difference around 10k points. there are fundamental limits with svg and the number of elements that can be rendered to the DOM, so anything above 20k points is pretty slow / technically impossible to render with svg. that’s why we rewrote some of these chart types in web…

Okay, so summary: go.Scattergl is basically always faster but you really start seeing the difference around 10.000 datapoints. Other considerations: go.Scattergl has a few feature missing compared to go.Scatter so depending on your particular plot may not work as well. go.Scattergl does not …

The only downside I found of using go.Scattergl is that the browser may have a limit of GL contexts that it can display at once. See this issue . You may get it to work on Chrome by launching the app from the command line with the --max-active-webgl-contexts argument to specify explicitly the maximum…

go.Scatter vs go.Scattergl

Dash Python

oegedijk November 27, 2020, 12:24pm 4

So scattergl is basically always faster (but may lack some features)?

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go.Scatter vs go.Scattergl

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