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  • JackKelly · 2 ✖

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  • Representing & checking Dataset schemas · 2 ✖

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938691112 https://github.com/pydata/xarray/issues/1900#issuecomment-938691112 https://api.github.com/repos/pydata/xarray/issues/1900 IC_kwDOAMm_X84380oo JackKelly 460756 2021-10-08T14:32:44Z 2021-10-08T14:35:46Z NONE

OK, I think pandera isn't the way forwards because it appears very tighly coupled to Pandas (so, for example, I don't think it's possible to use pandera with n-dimensional arrays).

But Pydantic looks promising. Here's a very quick coding experiment showing one way to use pydantic with xarray... it validates a few things; but it's not super-useful as a human-readable specification for what's going on inside a DataArray or Dataset.

 
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   Representing & checking Dataset schemas  295959111
938397801 https://github.com/pydata/xarray/issues/1900#issuecomment-938397801 https://api.github.com/repos/pydata/xarray/issues/1900 IC_kwDOAMm_X8437tBp JackKelly 460756 2021-10-08T07:04:51Z 2021-10-08T07:04:51Z NONE

I'm really interested in a machine-readable schema for xarray!

Pandera provides machine-readable schemas for Pandas and, as of version 0.7, panderas has decoupled pandera and pandas types to make pandera more useful for things like xarray. I haven't tried pandera yet but I plan to do some experiments soon.

 
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   Representing & checking Dataset schemas  295959111

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