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Consider this setup:
Project with dataframe-core or dataframe 1.0.0-dev-6991 or later
Notebook with project dependencies
DataFrame will be available, but no imports and no codegen. Because integration no longer comes with Jupyter Integration, so we need an extra dependency
We can mitigate this problem, add dependency on Jupyter to umbrella dataframe artifact. But proper fix should fix it for dataframe-core too. So probably will involve fixes on kernel side