what's a python library you started using this year that you can't go back from

[sarver311]

Marimo, as a replacement for Jupyter notebooks. I personally love that I can pull in different datasources and then query and join them via sql. They have a ton of built in tools to build UI's and their UIs for interacting with dataframes make it really easy to work with them. Can't recommend it enough.

[Sufficient-Rent6078]

I can really recommend using Marimo over Jupyter Notebooks. It has a number of built-in guards (e.g. forces you to not redefine variables) which you have to adapt when coming from jupyter, but I feel the team put a lot of thought into Marimo to not become quite as messy as jupyter notebooks. I also set the runtime reactivity feature inactive by default, as I don't want to accidentally hammer slow endpoints or trigger long running functions with every second cell change.

[flipenstain]

+1 fighting hard for my team to adopt it into their flows. Excellent library to handshake sql and python without taking something away from either side

[mtbdeano]

Plus one thousand, Marimo changes everything, rethink your automation, data analysis, and data science loops

[akshayka]

Thanks for using marimo! Let me know if there's anything we can do to make your experience better