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Rendering interactive graph with thousands of vertices and edges

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hi Folks,

I am new to here and I'm trying to find out whether pixijs could be a good choice for me.

What I need to do is render a possibly very large graph on the canvas, like the attached picture shows. As a bottom line, I need to draw like thousands of vertices and maybe 4-10 times of that many edges on the canvas and still stay responsive to user actions like panning around, zooming and selecting nodes and moving nodes around( the attached edge should be updated while moving). Other stuff like highlight and scale some vertex/edge I think should be trivial. 

No layout computing is required. The graph layout is calculated in advance.

I've tried some other frameworks like fabricjs and echarts. They could not handle more than 1000 vertices.

My questions is pixijs suitable for such task? And can I achieve the performance goal with reasonable amount of tweaks?

 

Thanks in advance!

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