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My main question is it looks like Zeppelin limit the display of the results to on 1000, I know that I can change this number but when I change it Zeppelin become slow. And it looks like the default plotting tool of Zeppelin also plot the first 1000 results. Is there a configuration or a way to make the plotting tool plot all the data?

If no, is there any equivalent for Matlibplot to Scala on Zeppelin?

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Vegas is a library that strives to substitute for matplotlib in Zeppelin/Spark environments. It works on Spark DataFrames.
The project is no longer maintain.

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