Comments (2)
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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@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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Related Issues (20)
- [BUG] IndexError: index 0 is out of bounds for axis 0 with size 0
- Redundant data in timeseries analysis
- [BUG] ModuleNotFoundError: No module named 'fcntl' HOT 10
- ModuleNotFoundError: No module named 'termios'
- C:\Users\mukta\anaconda3\lib\site-packages\IPython\core\formatters.py:918: UserWarning: Unexpected error in rendering Lux widget and recommendations. Falling back to Pandas display.
- [BUG] Couldnt see visualizations
- [BUG]
- Issue/error on rendering dataframe using LUX
- Lux cannot import 'bmat' from SciPy
- [BUG] New pandas versions seem to break Vis aggregation HOT 2
- [Feature Request] Lux should also be extensible to make it easy for external libraries with pandas API to support.
- Can I put lux into Shiny web application (shiny for python)?
- [Feature Request] Reproducible builds
- [BUG] Current Version of The-Littlest-Jupyter-Hub not Supported
- [BUG]
- [BUG] Exporting to Streamlit
- [BUG]Failed to load model class 'LuxModel' from module 'luxwidget' HOT 1
- [BUG] Everything goes well but no 'Toggle Pandas/Lux' bottom HOT 1
- TypeError: argument of type 'NoneType' is not iterable
- [BUG] Tool does not work
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