Add a groupby_blockwise function for use in Flox
#448
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* Initial minimal working Cubed example for "blockwise" * Update minimum cubed version that includes cubed-dev/cubed#448 * Fix mypy errors * Update documentation with a 'blockwise' example for Cubed
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