Support new scipy spline interpolation implementations - Githubissues

contrailcirrus / pycontrails

Python library for modeling contrails and other aviation climate impacts

https://py.contrails.org/

Apache License 2.0

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Support new scipy spline interpolation implementations #172

Open thabbott opened 7 months ago

thabbott commented 7 months ago

Description

Scipy 1.13.0 introduced new implementations of tensor-product spline interpolation methods. These might offer performance advantages, but are currently incompatible with PycontrailsRegularGridIInterpolator, which will fall back on legacy scipy implementations. We should

[ ] Modify PycontrailsRegularGridInterpolator to support new tensor-product spline methods from new versions of scipy
[ ] Benchmark new and legacy methods within pycontrails to decide which we want to use as default