Bokeh is working on some abstract rendering (downsampling) and webgl stuff. 
There is a Julia exposure...if someone can bring that up to speed with 
those features, it could work for this usecase.

https://github.com/bokeh/bokeh
https://github.com/bokeh/Bokeh.jl

On Wednesday, July 1, 2015 at 4:36:11 PM UTC-4, Steven G. Johnson wrote:
>
>
>
> On Wednesday, July 1, 2015 at 1:56:06 PM UTC-4, Tom Breloff wrote:
>>
>> Has anyone used Escher/Compose/Gadfly for interactive 
>> visualization/plotting with lots of data (million's of updates)?
>>
>
> For this kind of thing, you may want to do some kind of downsampling 
> before plotting.  It turns out that this is a somewhat tricky problem and 
> there are lots of algorithms (e.g. google "downsampling time series data") 
>  depending on what your data look like.
>

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