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Everybody knows there can sometimes be good reasons for violating the principles of normalization good logical reasons, I mean; I m not a fan of denormalizing for performance, which should never be necessary anyway, in a properly architected DBMS (but that s another topic I don t want to get into in detail on here). I described one such reason earlier in this chapter, in the section A Brief Review of Normalization, where I showed there can be a conflict between the objective of full normalization and the objective of dependency preservation; in other words, we might decide it s worth living with some redundancy in order to make certain update procedures simpler,14 and certain constraints easier to state and maintain, than they would otherwise be. There might be other good reasons, too. In the same kind of way, sometimes there ll be good reasons for violating The Principle of Orthogonal Design. In particular, recall from the section Tuples vs. Propositions earlier in this chapter that the very same tuple can represent any number of distinct propositions. One consequence of this fact is that a design that violates orthogonality might sometimes be acceptable. The following simple example is due to Hugh Darwen. Consider the predicates Employee E# is on vacation and Employee E# is awaiting phone number allocation. The obvious design for this situation involves two unary relvars that is, relvars of degree one that look like this (in outline): ON_VACATION { E# } KEY { E# } NEEDS_PHONE { E# } KEY { E# }

Configuration does not require a deduction algorithm; rather, it needs just an algorithm that can parse a configuration file or a programmer who can wire implementations together In a nutshell, configuration requires the programmer or administrator to do some of the heavy lifting of figuring out what piece is wired to the other piece If something doesn t work, then the system can say, Oops, that doesn t work Try again Convention can seem to be a more complicated way to create a working system that s more art than science As an analogy, in the movie I, Robot, the actor Will Smith plays a policeman, Del Spooner, who doesn t like robots During the robot interrogation scene, Spooner winks at another policeman leaving the questioning room The robot asks Will what the wink meant, and Spooner explains that the wink is something that a human knows.

Program that can copy itself and infect a computer without the permission or knowledge of the end user Self-replicating computer program, often used to distribute malicious content, spreading through a computer network

13. I mention this point because the principle has been criticized as having been defined purely to bolster up the view updating mechanism. I reject this criticism. As I ve tried to show, orthogonality would still be a good idea even if view updating weren t an issue at all. 14. I remark in passing that this observation suggests another possible characterization of redundancy (or at least another way to think about it, if only informally): Reducing redundancy makes more single-tuple updates logically acceptable than would otherwise be the case because the presence of redundancy implies that sometimes we have to update several tuples at the same time, as it were, meaning that what would otherwise be single-tuple updates have to become multi-tuple updates instead.

Clearly, the very same employee can be represented in both of these relvars at the same time, and the design thus violates orthogonality But even if the very same tuple t appears in both relvars, those two appearances represent two different propositions, and there s no redundancy involved Violating orthogonality doesn t necessarily imply redundancy as indeed we already know (On the other hand, it would be remiss of me not to point out that there is at least a difference in kind between the example just discussed and the examples of light vs heavy parts LP vs HP discussed, and illustrated in Figures 12-5 and 12-6, earlier in this chapter In the LP vs.

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At a later point in the movie, the robot uses a wink to send a message to Spooner Spooner is surprised, but he knows what it means and acts appropriately So how does the wink relate to convention To someone who knows what the wink is, it is a single simple piece of information that has many implications To someone who doesn t know what the wink is, it is dismissed as irrelevant A person who dismisses the wink is missing a piece of vital information and could be considered out of the loop of knowledge The wink represents a complicated piece of information that requires a context to completely understand.