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It is useful to add effective and expiration data to a hierarchy bridge table, both to support point-in-time analysis and to aid in quality assurance and/or troubleshooting. While this chapter has covered the hierarchy bridge table in detail, there is still one aspect that is yet to be explored. Sometimes, the dimension in question has attributes that vary. As you will see in 13, Type-Specific Stars, a bridge can be used in this situation only if the designers recognize these varying attributes as custom characteristics of a single dimension.

A contract is an agreement between parties to provide collaborative, mutually beneficial interactions. An application server and an EIS collaborate to keep all system-level mechanisms, such as transactions, security, and connection management, transparent to the application components. As a result, an application component provider can focus on the development of business and presentation logic for its application components and need not resolve at the system level issues related to EIS integration. This facilitates development of scalable, secure, and transactional enterprise applications that require connectivity with multiple EISs.

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The hierarchy bridge is probably the most complex topic presented in this book Great pains have been taken in this chapter to proceed in a slow, clear, and deliberate manner Still, you may be left wanting more information Here are some places to find it: The example in this chapter is very similar to one provided by Kimball and Ross in 6 of The Data Warehouse Toolkit, Second Edition (Wiley, 2002) When you read their treatment, keep a few important things in mind First, the bridge table is presented as a solution to the variable-depth hierarchy, but may be of use even in a fixed-depth situation This is relatively rare but worth noting Second, the key columns in the bridge table bear the prefixes parent_ and subsidiary_.

underlying EIS and let application components connect to an EIS. This leads to a scalable application environment that can support a large number

The development of extended stored procedures is based on the use of the Open Data Services API (ODS API). In the past, it was a tedious job and the developer had to perform all tasks manually. Nowadays, the process is automated in the Enterprise Edition of Visual C++ through the Extended Stored Proc Wizard. I will quickly demonstrate its use. With the proper initialization code, the Extended Stored Proc Wizard generates Win32 DLL projects that contain an exported function. You should change the content of the exported function to perform the job of the future extended stored procedure. The wizard includes the header file (srv.h) and a library (opends60.lib) needed for using ODS in the code. To create an extended stored procedure:

Keep in mind that the bridge table does not solely contain rows for companies and their parents but also their grandparents, great-grandparents, and so forth Lastly, the top_flag and bottom_flag in their example pertain to the child company referenced by the row To know whether the parent is at the top would require an additional column It is possible to hide a hierarchy bridge table by creating a view that joins it to the fact table Two views are possible, one for looking up and one for looking down Examples of both possibilities are provided by Kimball and Ross in 6 of The Data Warehouse Toolkit As mentioned in Avoiding Double-Counting, you can look down or up from an attribute that is not a natural key (or a single member of the hierarchy) by making use of a subquery.

of clients requiring access to EISs. Connection management enables the application server to maintain back-end system connections. Support for connection pooling is provided, since creating connections to back-end systems is expensive. Connection pooling enables an EJB server to pool connections to back-end systems, so rather than opening connections on an as-needed basis, connections with data and services are established, configured, cached, and reused automatically by the application server. The contract enables an application server to offer its own services for transaction and security management.

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