Automated decimation for plotting?
trexfeathers opened this issue · comments
✨ Feature Request
An automatic feature that would intervene during plotting (so presumably part of GeoPlotter?) to reduce the resolution of a PolyData that would otherwise blow memory / cause excessive lag. I imagine the threshold for this would be configurable. There could perhaps be a layer of automation to account for the amount of compute resource actually available.
More sophisticated implementation might involve a visualisation API that encourages and helps users to either limit their region size or limit their resolution. At the very least a User Guide article on the subject.
Motivation
GeoVista's intended use cases will often involve visualising a data set that has global scale, but high enough resolution to closely examine local phenomena. From experience this is often beyond resource limitations when visualising. If the user is viewing global data, then they don't need such high resolution. If the user is viewing smaller regions, then they don't need to view the whole globe.
I see this as a GeoVista feature, rather than PyVista, since it is a particularly common problem with globe-based data sets, and some of the potential solutions could also take advantage of this (e.g. measuring resolution and region size in km).
Additional Context
Could use PyVista's own decimation, or something more sophisticated such as pyvista/pyvista-support#17.
@trexfeathers Just so you're aware, this discussion has already started over on pyvista-xarray
Also, my intention is for plots to have optional bounded regions that will limit the render to an easily defined limited cartographic domain i.e., not necessarily a bounded-box.
However, before doing this, generic region extraction requires to be supported.
I'll clarify this all in a feature roadpath for geovista.
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This issue is still important.
@all-contributors please add @trexfeathers for ideas
I've put up a pull request to add @trexfeathers! 🎉