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Dataset comparison #5

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dwerner95 opened this issue Nov 15, 2021 · 1 comment
Open

Dataset comparison #5

dwerner95 opened this issue Nov 15, 2021 · 1 comment
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enhancement New feature or request

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@dwerner95
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I am thinking of a way to compare datasets easier.
A function that allows the qualitative comparison between any function implemented in uPPPP with any dataset.
Example:

import uppp
simulation = uppp.Data("simulation.hdf5")
experiment = uppp.Data("experiment.hdf5")
experiment.compare(function = uppp.velocityfield, dataset=simulation, kwargs=...)

Return type/plot of this would be a cell by cell coomparison of a field (1D, 2D, or 3D) like this plot:

scatterplot2

where both axis show the value of the individual cell (velocity for example) and a straight line would mean that the cells are the same.

Problem would be that experiments normally do not overlap spatially with the simulation. hence we would need to translate the whole dataset and we would need to automatically do that.

@dwerner95 dwerner95 added the enhancement New feature or request label Nov 15, 2021
@dwerner95 dwerner95 self-assigned this Nov 15, 2021
@DanW97
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DanW97 commented Nov 15, 2021

So we'd essentially be making a parity plot function and making automatic calls to the right Grid function?

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