[Feature] Support the updated SageMaker Studio experience

[ivan-khvostishkov]

SageMaker SSH Helper works only in SageMaker Studio Classic:

As of November 30, 2023, the previous Amazon SageMaker Studio experience is now named Amazon SageMaker Studio Classic.

It needs testing and development for the new SageMaker Studio experience

UPD: Preliminary idea is to use custom images based on SageMaker distribution.

[ivan-khvostishkov]

Related issue: #49

[zelenkastiot]

Hey @ivan-khvostishkov I saw the open PR #57 is this still under development?

Thanks

[nmartinbekier]

@ivan-khvostishkov , also wondering if PR#57 is intended to be merged eventually.
I've been using it for some months, but its a pity that in time it diverges more and more with master, and a hassle to have users in my organization to pull / checkout pr-57 instead of simply doing a pip install sagemaker-ssh-helper .
Thanks!

[NicolaiLolansen]

Would be nice on some more clarity on this, the readme of this repo could also do with a nice disclaimer that it only works for the old experience or Sagemaker Classic. Everywhere in the readme it says SageMaker Studio, and not classic.

[jakac]

So the old Studio Classic is now deprecated. If I understand it correctly, that renders ssh'ing to notebooks using this tool deprecated as well. Would be great to either update the readme to make this clear or to add support for the new experience.