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A Fact Table for Each Process 61 Fact Tables and Business Processes 61 Facts that Have Different Timing 62 A Single Fact Table Causes Difficulties 63 Modeling in Separate Fact Tables 66 Facts that Have Different Grain 67 A Single Fact Table Causes Difficulties 67 Modeling in Separate Fact Tables 70 Analyzing Facts from More than One Fact Table 71 The Peril of Joining Fact Tables 72 Drilling Across 73 Drill-Across Implementations 77 Summary 82 Further Reading 83 Conformed Dimensions 85 The Synergy of Multiple Stars 85 Dimensions and Drilling Across 87 What Causes Failure 88 Identical Tables Not Required 92 Conformed Dimensions 93 Types of Dimensional Conformance 93 Planning Conformance 100 Architecture and Conformance 102 Dimensional Data Warehouse 102 Corporate Information Factory 104 Stand-Alone Data Marts 106 Summary 108 Further Reading 109.

It is useful to trace what happens to a class through the execution of a business process, or through the computer system that is developed to support the business process. The state transition diagrams show the various states in which a class can exist and the way in which the class changes from one state to another. Figure 11-11 shows a state transition of trade order processing.

important feature of the star schema: how it is actually used. Understanding the basic usage pattern of the star schema allows the dimensional designer to make intelligent choices.

FIGURE 11-9

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Most queries against a star schema follow a consistent pattern One or more facts are requested, along with the dimensional attributes that provide the desired context The facts will be summarized in accordance with the dimensions present in the query Dimension values are also used to limit the scope of the query, serving as the basis for filters or constraints on the data to be fetched and aggregated A properly configured relational database is well equipped to respond to such a query, which is issued using Structured Query Language (SQL) Suppose that someone has asked to see a report showing order dollars by product category and product name during the month of January 2009 The orders star schema from Figure 1-5 can provide this information, even though order dollars is stored at a lower level of detail.

FIGURE 11-10

FIGURE 11-11

The SQL query in Figure 1-6 produces the required results, summarizing tens of thousands of fact table rows The SELECT clause of the query indicates the dimensions that should appear in the query results (category and product), the fact that is requested (order dollars), and the manner in which it will be aggregated (through the SQL Sum() operation) The FROm clause specifies the star schema tables that are involved in the query The WHERE clause serves two purposes First, it filters the query results based on the values of specific dimension columns (month and year) It also specifies the join relationships between tables in the query In terms of processing time, joins are among the most expensive operations the database must perform; notice that in the case of a star schema, dimension attributes are always a maximum of one join away from facts.

Before you can use the prBatchExec stored procedure, you must locate in SQL Server Books Online sp_displayoaerrorinfo and sp_hexadecimal and store them in the same database with prBatchExec (in other words, the Asset database). To execute the prBatchExec procedure, you need to specify values for the parameters for the SQL Server instance, login, password, folder that contains your deployment scripts, and the name of the file containing the list of deployment scripts. You also need to decide whether deployment is to be performed as a transaction. Transactions cannot be used for initial deployment because database creation cannot be performed by a transaction. However, using transactions is very useful for incremental builds. The prBatchExec procedure has one limitation. It can process only short (up to 8000 characters) scripts. I have decided to include it in this the book for two reasons. First, 8000 characters is probably enough for running an incremental build. Second, it s educational it demonstrates use of COM objects from Transact-SQL. For full builds, you have to use an updated version prBatchExec3.

This section describes the user-interface layout, class diagrams, controls, actions, and navigational aspects for the trading application. It is a comprehensive description of how the application works and affects the underlying data elements.

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