Update IMAS DD version to 4.1.1

[MateoBell]

Upgrade IMAS DD version from 4.0.0 to 4.1.1 and renames changed fields. This remove the need for the try:.. except when mapping from/to plasma_profiles IDSs.
Also adds more metadata to the output IDSs

[Nush395]

Does DD version 4.1.1 match to a specific version of imas python?

[MateoBell]

No I think both are compatible with imas-python 2.1 or newer. It just needs specific version of this repo: https://github.com/iterorganization/IMAS-Data-Dictionaries, which is a dependency of imas-python.

[Nush395]

No I think both are compatible with imas-python 2.1 or newer. It just needs specific version of this repo: https://github.com/iterorganization/IMAS-Data-Dictionaries, which is a dependency of imas-python.

I see, so how would we verify that a TORAX user is using DD 4.1.1 ?

[MateoBell]

Ah good point. I think we cannot know for sure. If it installs the dependencies it will automatically have 4.1.1 as default version and convert IDS to this version if needed (default in the loader.py function).
But for core_profiles or equilibrium inputs for example if it's 4/0 or 4.1.1 it would work in both cases as the IDS structures did not change (at least the field TORAX uses). And if it fails it is because a field has been renamed, but the conventions are the same between the two versions.
Do you want TORAX to fail explicitly if the IDSs are not in the good version ?

[MateoBell]

Also, we could add imas-data-dictionaries to TORAX dependencies to ensure the latest DD version (or specifically 4.1.1) is installed for TORAX users ?

[Nush395]

Also, we could add imas-data-dictionaries to TORAX dependencies to ensure the latest DD version (or specifically 4.1.1) is installed for TORAX users ?

That feels like a good solution!