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dorisjlee avatar dorisjlee commented on September 22, 2024 1

Hey @exactlyallan, Thanks for the suggestions! We're open to contributions and areas of improvement with a cuDF backend. This would likely involve extending a new plotting backend for Lux that uses cuDF. The plotting backends we currently support are Altair and matplotlib. I think this will help quite a bit with rendering large scatterplots (which is currently plotted as binned heatmap). You can find some of the past performance benchmarks that we've done in this VLDB paper: https://arxiv.org/pdf/2105.00121.pdf

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exactlyallan avatar exactlyallan commented on September 22, 2024

@dorisjlee We are starting to work on this - could you suggest any profiling tools or techniques you are using that work with lux?

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