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It took me quite a while to figure out how to use Dataset.subset.
The documentation states the interface is subset(rows=None, cols=None), so my first assumption was to just pass two ints for the number of requested rows and columns, and when that didn't work I passed a list of column indices, but also to no avail.
Only after debugging I finally found out that I first need to define column headers for the Dataset instance and then pass a subset of these headers to cols.
In my opinion, this could be made more clearly in the documentation.
Also, is there a reason why headers are required and we cannot alternatively just pass column indices?
I would go ahead and try to implement that myself if you don't mind.