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While testing, I run a test with the wrong data frame (one that was containing the `model_id` column, and as expected the function failed because of the additional column. However, the error message is not really helpful:
So I was wondering it it makes sense to add a test here on the column names. (I can open an issue as it's not really related to the PR)
Originally posted by @LucieContamin in #49 (comment)
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