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See breakage in #70.
This fixes an issue, where in newer versions of numpy, astropy quantities that were being represented as Dask arrays could not be properly indixed. Now, we don't worry about units until the end and just reattach them to the final product.
This is technically a breaking change since I've removed the
pre_check_hook
option and renamed thepost_check_hook
toarray_check
.