Hi folks!
Quick question: In our MLOps infra, we are using MLFLow (version 2.0.1) as our experiment tracker. As far as I know, ZenML supports MLFLow<=1.26. Is there any plan to add support for MLFlow >= 2.0 in ZenML?
Huge thanks!

hey @m.ferrer! Yes mlflow 2.0 is on the roadmap but i dont have a ETA for you yet. Can you try running the existing integration with 2.0 though? It might already work!

Sure @hamza, I’ll let you know the outcome!

Last month I ran a pipeline against mlflow 2 by mistake and it mostly worked. Things broke at the model server level (when trying to deploy the registered model), but I think the experiment tracker and model registry might work just fine

Here is the thread:

Indeed, yesterday I ran a couple of pipelines against our MLFlow deployed in the cloud (MLFlow versions 2.0.1 and 2.1.1) and both experiment tracker and model registry worked perfectly. cc @javier.lopezpena @hamza

Haven’t tested the model server though

awesome thnak you both for the input

We're updating mlflow to 2.0 in this PR btw