Persistence using NetCDF groups
Should be cleaner than using a zip file.
This is a breaking change since it is not backwards compatible.
If useful, consider supporting both formats.
Any case, this PR is not be merged before we have released version 1.1.
Moreover, it requires xarray version > 2024.10.0 which Requires: Python >=3.10😳
One line in a notebook is failing
cmp.where(cmp.data.windsector=="W").plot.timeseries();
I can't see that it is related to the changes in this PR, except for the new version of xarray.
Seems like there is some kind of agreement in the scientific Python community to support three year old Python versions https://scientific-python.org/specs/spec-0000/
Which would exclude 3.9 released in October 2020.
TODO:
- [x] Re-enable legacy persistence method using zip file.
- [x] convert persisted datasets to use groups.