[wonton53]

I can absolutely see that there are many cases where the code is not run many times or the dataset is dirty and that types actually get in the way. As a example, I cannot stand using stuff like VSCode with lsp because it is unbearably slow for both linting and code completion. I feel pycharm is faster (actual typing is slow, but code completion makes me rarely type more than 3 characters before completing which makes it feel faster). I’m mentioning this because I would never dream of typing out a data structure, which is probably because my work is so different from an analysis job. For me code for data structures should be either generated or be simple enough to type out in a few minutes and there should be as few as possible of them. In sharp contrast to data engineering type of work where data just is dirty because it is so much of it from everywhere. Anyway, in both cases I dont want to type a full variable name without some completion, ever, much less 100 times which it seems some people are completely fine with. I’m showing my inexperience with python here, but I would love if there existed something like the F# type providers so I do not have to type so damn much:D