[FEA] Refactor charts code to Holoviews

rapidsai / cuxfilter

GPU accelerated cross filtering with cuDF.

https://docs.rapids.ai/api/cuxfilter/stable/

Apache License 2.0

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Closed AjayThorve closed 1 year ago

AjayThorve commented 1 year ago

Refactor charts code to reuse already implemented modules in holoviews and panel. One example is bokeh charts can be simplified to use cuDF directly, since holoviews supports generating bokeh bar charts, while taking cuDF dataframe as input.

cc @exactlyallan

AjayThorve commented 1 year ago

[x] Support aggregate chart query without datatiles
[x] Add an input parameter to disable datatiles (default is on) -> edit: Removed datatiles support
[x] replace bokeh bar charts with holoviews implemention, and fix query errors with datatiles
[x] add a list of aggregate methods for groupby supporting datatiles, and turn off datatiles for the rest
[x] add unit tests for the new chart implementations

AjayThorve commented 1 year ago

Ths is now implemented in #494