Provide standalone verify functions

Full Changelog: 1.8.4...1.9.0

Fix calculating statistics from empty arrays

Full Changelog: 1.8.3...1.8.4

Fix scrubber using depricated coord assignment method

Scrubbers use now assign_coords method from xarray instead of assigning values directly, because it is deprecated in newer xarray versions.

Fix xarray attr diff repr import for latest xarray version

1.8.2

Fix xarray attr diff repr import for latest xarray version

Add scrub yeoda datacube metadata utlity function

1.8.1

Add yeoda datacube metadata scrubbin utlity function

Add DataFrame verification wrapper

• One can wrap now verify functions in verify_data_frame_using to approve a file collection in a DataFrame based on columns

Add support for scrubbing coordinate data

• NetCDF and zarr Dataset verification can now scrub coordinates as well

Add support for NetCDF files

Provide now verify_geo_nc to verify datasets stored in NetCDF format

Add nan counts to diff statistics

• The difference statistics between mismatched raster data now also reports the amount of nans differing

Fix None exception when options is not provided in `verify_geo_zarr`

• verify_geo_zarr can now be used again without providing an options