A little while back, I mentioned how I was using poetry & a multi-stage dockerfile for my pipeline project structure. I’m working on a blog post around it now 🙂

we do the same thing - curious to see your setup once your post is live!

That’s still my default for anything web focused, but with most of my data work using esoteric scientific tools, conda environments with the micromamba Docker image are my current go to. I may move the web stuff to that setup too if Renovate or Dependabot start supporting conda. There is a PR in progress for Renovate right now, so that might be pretty soon.

Oh yeah, the moment you need to step out of the python ecosystem, a conda-compatible approach starts making more sense