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Add support for upsample.
Unfortunately this implementation seems to accumulate memory as a result of repeated querying. See this memory plot while randomly reading 1000 small (100x100x100) cubes
Its a fairly direct usage of the
dask
map_overlap
function so I am guessing there is a way to avoid any caching, I just haven't found it yet