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Also available in extended dead-tree form: http://www.amazon.com/Purely-Functional-Structures-Chris-Okasaki/dp/0521663504

I highly recommend the book if you're implementing or using a functional programming language. There're lots of data structures that aren't mentioned at all in traditional imperative-language textbooks. Some of them even have decent performance.