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Due to the way the data variable in collocate() is converted to a dataframe, if data has latitude and longitude as dims (instead of through dummey x/y dims) it will fail when indexing data.

I have made an example notebook that shows 3 possible dims configurations. The 3rd one fails, and below a workaround by swamping dims with dummy variables.

https://github.com/NicWayand/collocate/blob/master/Test_dim_issue.ipynb

There is probably a better way to do this in the to_dataframe() step.

Hi @duncanwp, first thanks for writing this great package!

I got the below error upon installing with:
pip install .

error in collocate setup command: 'extras_require' must be a dictionary whose values are strings or lists of strings containing valid project/version requirement specifiers.

Help online suggested updating setuptools but that didn't work for me.

Removing extras_require=optional_dependencies, in setup.py temporarily allowed successful installation. Maybe you or someone else with better knowledge of dependency syntax can help?