Announcing Dash Bio 1.0.0 πŸŽ‰ : a one-stop-shop for bioinformatics and drug development visualizations.

πŸ’« Plotly-resampler - Visualize large time series using plotly-dash

I proudly present plotly-resampler, a wrapper around the plotly Figure object, which is able to visualize large sequences of time-series data.


I wrote a custom dash-component to optimize the callbacks (i.e. only send the to-be updated trace data to the client). I am rather sure that this component & the source code can still be improved!

Any feedback/contributions are welcome!

Main features:

  • Convenient to use:
    • just add the FigureResampler decorator around a plotly Figure constructor and call .show_dash()
    • allows all other plotly figure construction flexibility to be used!
  • Environment-independent
    • can be used in Jupyter, vscode-notebooks, Pycharm-notebooks, as application (on a server)
  • Interface for various downsampling algorithms:
    • ability to define your preferred sequence aggregation method

This is SO cool! I can’t wait to try it out :smiley:

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This is impressive work :fire: Thank you for building this and sharing with the community, @jonvdrdo .

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