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Add cumulative_sum/prod for array api compliance #466.
Could be optimised so that res_out only is size of 1D slice of chunk, but have to change intersecting_chunks to increment along summing axis (and not last axis which is ndindex default). Could also implement kahan summation maybe although doesn't seem to help precision.
Also need to add shape-parsing.