How to override the experiment name in mlflow.yml

[ghost]

Hello,

I have a use case where I have multiple pipelines in my kedro project, and each pipeline has a dedicated mlflow experiment. May I know how can I override the default experiment name with a new one based on the pipeline?

For example, say the default experiment name in the mlflow.yml file is x, and I'm running a kedro pipeline that needs to log the models in the experiment associated with y instead of x. How do I achieve this?

[Galileo-Galilei]

mlflow.yml is just "normal" configuration so this:

 #mlflow.yml
 server:
     tracking:
         run:
             name: "${runtime_params:mlflow_run_name, null}"

and then kedro run --params mlflow_run_name=foo

"just" work out of the box.

You need to use a recent version with the OmegaConfigLoader activated though. It will become the default in the upcoming 0.19

[ghost]

Thank you!!

[ghost]

@Galileo-Galilei
Is there also a simple way to map the pipeline name to mlflow experiment name using OmegaConfigLoader or something?

[Galileo-Galilei]

Unfortunately I don't think there is. I think you can create a custom resolver to fetch the cli parameters but it is not trivial I guess.