Python 3.11 Support to sync with AL2023

[gilandose]

🚀 The feature, motivation and pitch

I connect to EMR 7.1 from sagemaker using spark connect, this would be more straight-forward if both were using the same version of python AL2023 has default support for 3.9 and 3.11 but not 3.10 which is what sagemaker distribution is on, could we update the image to 3.11

Use case description

Spark Connect UDFs are not possible

Alternatives

I could install 3.10 manually using bootstraps, but this is slows down node start up time

Additional context

No response

[balajisankar15]

We are upgrading to Python 3.11 in our 2.0 release

#457

[aws-tianquaw]

v2.0 image has been released with Python 3.11 support: https://gallery.ecr.aws/sagemaker/sagemaker-distribution