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I am working with square (non-symmetric) matrices with named rows and columns. The data I receive is sometimes messy and rows/columns may come in various permutations. I usually need to semi-manually put every matrix into a canonical permutation before I can work with it. I'd rather never have to think about permutations and not even define a canonical one, just index the matrices using the names of their rows/columns.

I was hoping that Dataset would be helpful here, and I made Dataset objects like these:

ds1 = Dataset[<|"a" -> <|"a" -> 1, "b" -> 2|>, "b" -> <|"a" -> 3, "b" -> 0|>|>]

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ds2 = Dataset[<|"a" -> <|"b" -> 1, "a" -> 5|>, "b" -> <|"b" -> 1, "a" -> 2|>|>] (* I used a different permutation on purpose *)

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What is the simplest way to merge these together to obtain the following?

Dataset[<|"a" -> <|"a" -> {1, 5}, "b" -> {2, 1}|>, "b" -> <|"a" -> {3, 2}, "b" -> {0, 1}|>|>]

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Instead of merging with List I will usually need to merge with other operations, e.g. Plus. Once I've built a dataset with List it's easy to do that though.

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Is this simple enough? Merge[Normal/@{ds1, ds2}, Merge[#, Identity] &] // Dataset –  Rojo Aug 5 '14 at 22:48
@Rojo if you use operator forms, it can get (in my view) a bit cleaner: Merge[Merge[Identity]] @ Map[Normal] @ {ds1, ds2} –  Taliesin Beynon Aug 5 '14 at 22:54
@Szabolcs I'm deliberately waiting to see what use cases are most common before I devise a general Dataset-merging operation. Feel free to propose something if you think you've nailed the semantics of what such a thing should be. –  Taliesin Beynon Aug 5 '14 at 23:00
@Rojo nice. But the tricky part here will be dealing with intermediate levels that aren't associations. –  Taliesin Beynon Aug 5 '14 at 23:01
@TaliesinBeynon One (simple) generalization to Merge would be to allow level specifications. I repeatedly find myself using something like Nest[Merge, fun, n] where n is the desired depth and fun is the desired lowest-level merging function. –  Mohammed AlQuraishi Dec 5 '14 at 19:29

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