🚀[FEA]: Drop Python 3.10 support and Fix Zarr to above 3.0

[NickGeneva]

Is this a new feature, an improvement, or a change to existing functionality?

Change

How would you describe the priority of this feature request

Critical (currently preventing usage)

Please provide a clear description of problem you would like to solve.

Next version should drop python 3.10. Its not longer in the support range scientific python.