Hi guys, I would like to know if I can have access to the data in the credentials.yml file in kedro hooks?

In the

after_context_created

hook, you will have access to

KedroContext

, which has

config_loader

property, which you can use to load the credentials for example.

I am doing an AWS login for Mlflow in hooks with our utility.

If you’re using kedro-mlflow, then you should also take a look at https://kedro-mlflow.readthedocs.io/en/stable/source/04_experimentation_tracking/01_configuration.html#authentication-with-expiring-tokens

This will work in case my AWS credentials are located in the tracking server yes?

This is useful when you have secured MLflow instance (it’s not related to the authorization for the underlying artifact storage).

than it is a different use case I guess no?

You’ve said “AWS login for Mlflow”, so I’ve assumed authorization to a secured mlflow instance. I guess you’re looking for the authorization to the actual artifact storage used by MLflow - S3 I guess?

Yes

Then either: • approach with the hook, if you need some custom logic there • approach with

OmegaConfigLoader

https://docs.kedro.org/en/stable/kedro_project_setup/configuration.html?highlight=OmegaConfigLoader#environment-variables-for-credentials if you’re running the latest Kedro

I need a custom logic, so in the hooks I can acecss the data by both context and omega config I guess