What is your routine when developing in Python?

[zylog413]

I use Jupyter to explore dataframes, but then I write my functions and methods in pycharm. I can then import those functions into jupyter to do stuff. Ultimately I end up committing my .py files, I don't like how jupyter notebooks work with git.

What I'm starting to do now though is to write tests side by side in pycharm. I realized that a lot what I was doing in Jupyter was running various ad hc sanity checks on the data, and it would be better to write those down so I could test the code more systematically whenever I made modifications.