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The MultiValueMap class (Apache commons collections) makes it easy to work with a Map whose values are Collections. I'm looking for a a class that makes it easy to work with a Map whose keys are objects and values are Maps.

I'm using Java 1.4, so can't use Google Collections or generics.

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Map of maps is actually a tree-type structure without single root node (as well as map of maps of maps...).

You can look at Composite pattern which is widely used for implementing tree structures (if their components has the same type which is not the case as I feel).

Another solution is to implement a simple domain model. It'll be much clearer to read and easy to maintain something like:

school.getPupil ("John Doe").getMark ("Math")

than

school.get ("John Doe").get ("Math")

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