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My experience with McK came in two phases. Phase one started with Kedro, and phase 2 was a cash grab, move as hot and fast as you can. In my experience phase
by waylonwalker 5y ago
My experience with McK came in two phases. Phase one started with Kedro, and phase 2 was a cash grab, move as hot and fast as you can. In my experience phase 2 got off the ground quickly, but after week the notebook was riddled with run these sections, but not these, 4 devs on the team were hanging out having coffee much of the day because they were waiting for time in the notebook to implement their changes. There was no version management so days were lost to, well someone deleted something they shouldn't have now we need to rewrite it. The lack of code review, linting, and formatting tools left them swimming in messy code that they would clean up later, but later never came.
The kedro project is still running nearly 3 years after it started, the notebooks are long forgotten.
Notebooks are fine for single contributors if that is what they are comfortable with. If that is what they are comfortable with its probably because they have not experienced engagements like you are bringing to them that require them to collaborate as a larger team. If you plan to effectively run projects that last longer than a few weeks with more than one data scientist, I'd really challenge them to lean into kedro. The long term productivity of the project will greatly benefit from it. You will be showing the team a more sustainable way of creating pipelines that will lead to continued success after you leave. This leaves a better name for you than a quick cash grab that gets long forgotten in my opinion.