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Galileo-Galilei / kedro-mlflow-tutorial

A tutorial on how to use kedro-mlflow plugin (https://github.com/Galileo-Galilei/kedro-mlflow) to synchronize training and inference and serve kedro pipeline
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Update the kedro, kedro-mlflow versions #9

Closed Mercurrent closed 2 years ago

Mercurrent commented 2 years ago

Hi Galileo-Galilei,

I see this tutorial is based on rather stale versions of kedro-mlflow (0.4.0) and kedro (0.16.6); Can I suggest any help on updating those? Or you're aware of some upcoming major updates.

Galileo-Galilei commented 2 years ago

Hi @Mercurrent,

You are right and this is in my backlog but I have few time to do this and I focus on the core library for now.

I'd be more than happy to get some help to update to more recent kedro and kedro-mlflow versions if you want to do it. Actually it should be very straightforward to upgrade to kedro==0.17.6 and kedro-mlflow==0.8.1. We can just generate a project with the new kedro template, and copy paste conf/ and pipelines/ to where they belong and it should "just work". Some slight modifications of the wording in the README may be required (e.g. changing ProjectContext to KedroSession in a few places, and other minor changes to match new kedro components).

Galileo-Galilei commented 2 years ago

The migration is done for kedro==0.17.7. kedro>=0.18 will follow soon.