Static controls for large-scale reporting with Datapane #392
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OlivierBinette
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Goals
dp.Select
that allows me to have dropdown menus, choice box, and radio buttons, numerical sliders (with a fixed set of values), instead of only tabs.Non-Goals
No response
Background
I work on the evaluation of machine learning models. To understand the behavior of these models, we can look at hundreds of different combinations of features and outcome variables. It's easy for us to generate plots to cover all cases. However, we need a (static) client-side interface to navigate what is shown.
Why rely on static reports when we could achieve our goal with dynamic reports? Security requirements within the organization make deployment extremely difficult. On the other hand, sharing an html page is easy and doesn't require maintaining any server resources. HTML reports are also much more robust than a python-based backend, since Python builds tend to be very sensitive to a specific set of requirements.
Proposal
I think
dp.Select
could be extended to offer more options than only tabs. Otherwise, static versions of control buttons could be introduced.I'd be happy to contribute use cases, documentation, and examples. However I can't commit to working on the library code.
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