A method of translating data including obtaining a value of an implementation data structure from an instrumented program, accessing a translator associated with the instrumented program, wherein the translator comprises a plurality of transformations and translating the value of the implementation data structure using the translator to obtain translated data, wherein the translating comprises applying the plurality of transformations to convert a representation of the implementation data structure into an interface data structure.