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https://github.com/pydata/xarray/issues/5214#issuecomment-826092332 https://api.github.com/repos/pydata/xarray/issues/5214 826092332 MDEyOklzc3VlQ29tbWVudDgyNjA5MjMzMg== 14808389 2021-04-24T13:21:47Z 2021-04-24T13:21:47Z MEMBER

right now, the main difference between dimension and non-dimension coordinates is exactly that: dimension coordinates have a index while non-dimension coordinates don't. That means that before assigning the index to non-dimension coordinates it is converted to numpy.

@benbovy is currently working on changing the data model, which will probably allow the behavior you're expecting. See #1603 and #4979.

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