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  • shoyer · 2 ✖

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  • [Experimental] Refactor Dataset to store variables in a manifest · 2 ✖

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964477183 https://github.com/pydata/xarray/pull/5961#issuecomment-964477183 https://api.github.com/repos/pydata/xarray/issues/5961 IC_kwDOAMm_X845fMD_ shoyer 1217238 2021-11-09T19:43:07Z 2021-11-09T19:43:07Z MEMBER

From a xarray.Dataset perspective, Dataset._variables just needs to be a MutableMapping of xarray.Variable objects. And in most cases (when not using DataTree), _variables would still be a plain dictionary, which means adding DataTree support would have no performance implications for normal Dataset objects.

My tentative suggestion would be to use a mixed dictionary with either xarray.Variable or nested dictionaries as entries for the data in DataTree. Then you could make a proxy mapping object that only exposes Variable objects for use in Dataset.

 
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   [Experimental] Refactor Dataset to store variables in a manifest 1048697792
964433424 https://github.com/pydata/xarray/pull/5961#issuecomment-964433424 https://api.github.com/repos/pydata/xarray/issues/5961 IC_kwDOAMm_X845fBYQ shoyer 1217238 2021-11-09T18:46:11Z 2021-11-09T18:46:11Z MEMBER

How about making custom Mapping for use as Dataset._variables directly, which directly is a mapping of dataset variables? You could still be storing the underlying variables in a different way.

 
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   [Experimental] Refactor Dataset to store variables in a manifest 1048697792

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