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how the system operates based on experiments. Unfortunately, in some cases, different features interact in a way that makes it dif cult for me to show you how exactly one feature operates in isolation. In this example, I added a join to avoid another optimization, called trivial plan, that sometimes overrides contradiction detection. Because features change from release to release, I ask that you use these examples only to explore the current state of the Query Optimizer there are no guarantees about how the internals of the Query Optimizer work from release to release, so you should not attempt to build detailed knowledge of the Query Optimizer into your application.

Web (as Tim Berners-Lee calls it) of meaning extends to other domains from e-business to education, the Web evolves into a massive data warehouse of human knowledge, consistently organized and machine readable

Like rules, there are both logical and physical properties. Logical properties cover things like the output column set, key columns, and whether a column can output any nulls or not. These apply to all equivalent logical and all physical plan fragments. When an exploration rule is evaluated, the resulting query tree shares the same logical properties as the original tree used by the rule. Physical properties are speci c to a single plan, and each plan operator has a set of physical properties associated with it. One common physical property is whether the result is sorted. This property would in uence whether the Query Optimizer looks for

Code snippets were invented for only one reason developer productivity. The code snippets in C# are related to language constructs but can be extended to include other code snippets. In Visual C# you can add code snippets in two ways: You can insert them, or by using an existing block of code, you can surround that block of code with a code snippet. The first option is simple. At any point in your source code you can right-click, select Insert Snippet , and then select the code snippet that best fits the context. The second option needs a bit more explanation. Let s say you have an existing block of code that reads a line of text in a file and then parses some data. In the process of developing your application, you realize you need the code to read the whole file, not only one line. This means you need to add a looping construct. With the Surround With option it s quite easy to add the block of code to do the looping. You just have to select the block of code you want to have in a loop, right-click, and select Surround With . Then you need to select the instruction you want to surround your block of code with. In this example, you would surround the code with a while statement. Then you just have to double-click the while statement, and your code will be automatically embedded in the while block.

8

an index to deliver that desired sort. Another physical property is the set of columns from a table that a query can read. This drives decisions such as whether a secondary index is suf cient to return all the needed columns in a query or whether each matching row also needs a base table lookup as well.

Earlier in this chapter, I mentioned that the storage of all the alternatives considered during optimization could be large for some queries The Query Optimizer contains a mechanism to avoid storing duplicate information, thus saving memory (and time) during the compilation process The structure is called the Memo, and one of its purposes is to nd previously explored sub-trees and avoid reoptimizing those areas of the plan It lives for the life of one optimization The Memo works by storing equivalent trees in groups If you were to execute each sub-tree in a group, every alternative in that sub-tree would return the same logical result Conceptually, each operator from the original query tree starts in its own group, meaning that groups reference other groups instead of referencing other operators directly while stored in the Memo.